{"data_time": 0.0050087678246200085, "eta_seconds": 130768.13603929896, "fast_rcnn/cls_accuracy": 0.8740234375, "fast_rcnn/false_negative": 0.2894736842105263, "fast_rcnn/fg_cls_accuracy": 0.6086956521739131, "iteration": 19, "loss_box_reg": 0.04435549350455403, "loss_cls": 0.4987788759171963, "loss_rpn_cls": 0.015683640725910664, "loss_rpn_loc": 0.008119836740661412, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5449103722348809, "total_loss": 0.5448981324298074}
{"data_time": 0.004104934399947524, "eta_seconds": 129493.05141877709, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.9458333333333333, "fast_rcnn/fg_cls_accuracy": 0.0, "iteration": 39, "loss_box_reg": 0.05255704955197871, "loss_cls": 0.1649882767815143, "loss_rpn_cls": 0.018399419608613243, "loss_rpn_loc": 0.00867590271809604, "lr": 0.001, "roi_head/num_bg_samples": 497.75, "roi_head/num_fg_samples": 14.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538707282859832, "total_loss": 0.25273992079928576}
{"data_time": 0.0038344617933034897, "eta_seconds": 130609.72338536382, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.6625, "fast_rcnn/fg_cls_accuracy": 0.3375, "iteration": 59, "loss_box_reg": 0.04893507715314627, "loss_cls": 0.1402753433212638, "loss_rpn_cls": 0.008697094162926078, "loss_rpn_loc": 0.008056957158260047, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5467213799711317, "total_loss": 0.21078011291501753}
{"data_time": 0.0036307668779045343, "eta_seconds": 130598.83656540513, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5513392857142857, "fast_rcnn/fg_cls_accuracy": 0.4486607142857143, "iteration": 79, "loss_box_reg": 0.045921691111288965, "loss_cls": 0.124196273740381, "loss_rpn_cls": 0.014047835502424277, "loss_rpn_loc": 0.009668832819443196, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5435815248638391, "total_loss": 0.20072913457261166}
{"data_time": 0.00436055869795382, "eta_seconds": 130587.94974544644, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.6319444444444444, "fast_rcnn/fg_cls_accuracy": 0.36397058823529416, "iteration": 99, "loss_box_reg": 0.0474255079170689, "loss_cls": 0.1196837518364191, "loss_rpn_cls": 0.011368894804036245, "loss_rpn_loc": 0.00712980522075668, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5429173787124455, "total_loss": 0.1912641637836714}
{"data_time": 0.0037200881633907557, "eta_seconds": 129818.5107572074, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.7153038259564891, "fast_rcnn/fg_cls_accuracy": 0.26453488372093026, "iteration": 119, "loss_box_reg": 0.048073249286971986, "loss_cls": 0.1115200414787978, "loss_rpn_cls": 0.010007110543483577, "loss_rpn_loc": 0.010202509205555543, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5365560494828969, "total_loss": 0.18611669470101333}
{"data_time": 0.004382822662591934, "eta_seconds": 129940.34623544477, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5392857142857143, "fast_rcnn/fg_cls_accuracy": 0.46071428571428574, "iteration": 139, "loss_box_reg": 0.044071455544326454, "loss_cls": 0.11160995485261083, "loss_rpn_cls": 0.010176901078011724, "loss_rpn_loc": 0.00942453692550771, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5470417789183557, "total_loss": 0.17700282644000254}
{"data_time": 0.0036924192681908607, "eta_seconds": 129796.86360536842, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.678409090909091, "fast_rcnn/fg_cls_accuracy": 0.31022727272727274, "iteration": 159, "loss_box_reg": 0.04018112039193511, "loss_cls": 0.10924668563529849, "loss_rpn_cls": 0.008279603058326757, "loss_rpn_loc": 0.008242623669502791, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373918479308486, "total_loss": 0.1684266498341458}
{"data_time": 0.004006023518741131, "eta_seconds": 129786.04002944892, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.7965367965367965, "fast_rcnn/fg_cls_accuracy": 0.20346320346320346, "iteration": 179, "loss_box_reg": 0.04647119005676359, "loss_cls": 0.11361309699714184, "loss_rpn_cls": 0.006786981561162975, "loss_rpn_loc": 0.0065250866318820044, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5427546559367329, "total_loss": 0.1738828892703168}
{"data_time": 0.0036385543644428253, "eta_seconds": 129730.1995168794, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.6481481481481481, "fast_rcnn/fg_cls_accuracy": 0.35185185185185186, "iteration": 199, "loss_box_reg": 0.04386539512779564, "loss_cls": 0.10572077357210219, "loss_rpn_cls": 0.009286185866585583, "loss_rpn_loc": 0.008255581935372902, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363180495332927, "total_loss": 0.17372250933476607}
{"data_time": 0.004482737509533763, "eta_seconds": 129588.86001350312, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.70375, "fast_rcnn/fg_cls_accuracy": 0.29625, "iteration": 219, "loss_box_reg": 0.043333535082638264, "loss_cls": 0.10125449602492154, "loss_rpn_cls": 0.009002851740660844, "loss_rpn_loc": 0.009083428987651132, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373683979269117, "total_loss": 0.16634733435785165}
{"data_time": 0.003884342033416033, "eta_seconds": 129753.56930169044, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.575187969924812, "fast_rcnn/fg_cls_accuracy": 0.424812030075188, "iteration": 239, "loss_box_reg": 0.04148222366347909, "loss_cls": 0.09899882064200938, "loss_rpn_cls": 0.009467712116020266, "loss_rpn_loc": 0.011921109762624837, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5463973828591406, "total_loss": 0.16625242103327764}
{"data_time": 0.003756408579647541, "eta_seconds": 129697.74005269445, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.6043478260869566, "fast_rcnn/fg_cls_accuracy": 0.3808373590982287, "iteration": 259, "loss_box_reg": 0.042825582320801914, "loss_cls": 0.094866415951401, "loss_rpn_cls": 0.007871933084970806, "loss_rpn_loc": 0.008782925149716903, "lr": 0.001, "roi_head/num_bg_samples": 498.75, "roi_head/num_fg_samples": 13.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537273476133123, "total_loss": 0.15659196002889075}
{"data_time": 0.003965927520766854, "eta_seconds": 129556.43320904067, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.6547619047619048, "fast_rcnn/fg_cls_accuracy": 0.34523809523809523, "iteration": 279, "loss_box_reg": 0.04356121632736176, "loss_cls": 0.10416048718616366, "loss_rpn_cls": 0.008648108399938792, "loss_rpn_loc": 0.006825020973337814, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5380087911617011, "total_loss": 0.16656655004771892}
{"data_time": 0.004087153356522322, "eta_seconds": 129385.9997168933, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.7038019451812556, "fast_rcnn/fg_cls_accuracy": 0.2961980548187445, "iteration": 299, "loss_box_reg": 0.04015009111026302, "loss_cls": 0.09560587105806917, "loss_rpn_cls": 0.00981220364337787, "loss_rpn_loc": 0.008959959872299805, "lr": 0.001, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5357380372006446, "total_loss": 0.158234751161217}
{"data_time": 0.004039589781314135, "eta_seconds": 129375.20410071174, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5670134638922889, "fast_rcnn/fg_cls_accuracy": 0.43298653610771115, "iteration": 319, "loss_box_reg": 0.03951189271174371, "loss_cls": 0.0917757605202496, "loss_rpn_cls": 0.007838388185518852, "loss_rpn_loc": 0.007308462754735956, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5405649167951196, "total_loss": 0.1500437801150838}
{"data_time": 0.003405378432944417, "eta_seconds": 129524.00640457822, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.6011904761904762, "fast_rcnn/fg_cls_accuracy": 0.38405797101449274, "iteration": 339, "loss_box_reg": 0.04272441938519478, "loss_cls": 0.09343517629895359, "loss_rpn_cls": 0.009821678106163745, "loss_rpn_loc": 0.00887941280961968, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544335437938571, "total_loss": 0.15892354697643896}
{"data_time": 0.004203476943075657, "eta_seconds": 129584.06691119913, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5781876503608661, "fast_rcnn/fg_cls_accuracy": 0.4097956307258633, "iteration": 359, "loss_box_reg": 0.042206253740005195, "loss_cls": 0.0990502112545073, "loss_rpn_cls": 0.00707104209868703, "loss_rpn_loc": 0.010634064030455193, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5435700372327119, "total_loss": 0.1543828287640281}
{"data_time": 0.004154610447585583, "eta_seconds": 129632.82112432458, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.6076923076923078, "fast_rcnn/fg_cls_accuracy": 0.39230769230769236, "iteration": 379, "loss_box_reg": 0.03944573306944221, "loss_cls": 0.09481223276816308, "loss_rpn_cls": 0.007063101773383096, "loss_rpn_loc": 0.00930311881529633, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.546415391145274, "total_loss": 0.15482166126457741}
{"data_time": 0.004094752948731184, "eta_seconds": 129622.0013029296, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.7416666666666667, "fast_rcnn/fg_cls_accuracy": 0.2583333333333333, "iteration": 399, "loss_box_reg": 0.04250599234364927, "loss_cls": 0.09729023580439389, "loss_rpn_cls": 0.008380333936656825, "loss_rpn_loc": 0.008245672295743134, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5370116839185357, "total_loss": 0.15520008623570902}
{"data_time": 0.0037447887007147074, "eta_seconds": 129567.35238373931, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.54858934169279, "fast_rcnn/fg_cls_accuracy": 0.45141065830721006, "iteration": 419, "loss_box_reg": 0.0415935319615528, "loss_cls": 0.09287821082398295, "loss_rpn_cls": 0.007275899683008902, "loss_rpn_loc": 0.006495088018709794, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537252813577652, "total_loss": 0.14955309685319662}
{"data_time": 0.0037919769529253244, "eta_seconds": 129540.80751337949, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.6990131578947368, "fast_rcnn/fg_cls_accuracy": 0.30098684210526316, "iteration": 439, "loss_box_reg": 0.04277549113612622, "loss_cls": 0.09312086983118206, "loss_rpn_cls": 0.009535219265671913, "loss_rpn_loc": 0.007576240575872362, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353522538207471, "total_loss": 0.15661653701317846}
{"data_time": 0.003907595993950963, "eta_seconds": 129529.99266392458, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.6116898148148149, "fast_rcnn/fg_cls_accuracy": 0.3562378167641326, "iteration": 459, "loss_box_reg": 0.04112015332793817, "loss_cls": 0.0975785271730274, "loss_rpn_cls": 0.007458618798409589, "loss_rpn_loc": 0.006408208755601663, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5413656767923385, "total_loss": 0.15545617027282788}
{"data_time": 0.0041974924970418215, "eta_seconds": 129534.90389599185, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.6875, "fast_rcnn/fg_cls_accuracy": 0.3125, "iteration": 479, "loss_box_reg": 0.042166516883298755, "loss_cls": 0.09865826554596424, "loss_rpn_cls": 0.008924511454097228, "loss_rpn_loc": 0.008263653639005497, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5496397670358419, "total_loss": 0.16074284553178586}
{"data_time": 0.003978225169703364, "eta_seconds": 129567.9021959547, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5855978260869565, "fast_rcnn/fg_cls_accuracy": 0.41440217391304346, "iteration": 499, "loss_box_reg": 0.04071257810574025, "loss_cls": 0.08454197575338185, "loss_rpn_cls": 0.0077341347314359155, "loss_rpn_loc": 0.00888708996353671, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5427691033110023, "total_loss": 0.14808771797834197}
{"data_time": 0.0037717262748628855, "eta_seconds": 129562.99835304078, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.6971428571428572, "fast_rcnn/fg_cls_accuracy": 0.3028571428571428, "iteration": 519, "loss_box_reg": 0.039391750760842115, "loss_cls": 0.08983880910091102, "loss_rpn_cls": 0.008342022880242439, "loss_rpn_loc": 0.008602819889347302, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5456170672550797, "total_loss": 0.14718092042312492}
{"data_time": 0.003635535715147853, "eta_seconds": 129546.26255316474, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.686411149825784, "fast_rcnn/fg_cls_accuracy": 0.26785714285714285, "iteration": 539, "loss_box_reg": 0.041879442520439625, "loss_cls": 0.09197105909697711, "loss_rpn_cls": 0.006851214926427929, "loss_rpn_loc": 0.008258904730610084, "lr": 0.001, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374640128575265, "total_loss": 0.1478481981321238}
{"data_time": 0.0037082587368786335, "eta_seconds": 129541.35772211757, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.6900793650793651, "fast_rcnn/fg_cls_accuracy": 0.30992063492063493, "iteration": 559, "loss_box_reg": 0.04035665059927851, "loss_cls": 0.08482621842995286, "loss_rpn_cls": 0.00701972679780738, "loss_rpn_loc": 0.007589315111545147, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5425028756726533, "total_loss": 0.14383721015110496}
{"data_time": 0.003813890041783452, "eta_seconds": 129539.3110406776, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.6870629370629371, "fast_rcnn/fg_cls_accuracy": 0.20868945868945868, "iteration": 579, "loss_box_reg": 0.042081057152245194, "loss_cls": 0.09261827263981104, "loss_rpn_cls": 0.008250226292148, "loss_rpn_loc": 0.009196196362609044, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425983932800591, "total_loss": 0.1579569989862648}
{"data_time": 0.003924901131540537, "eta_seconds": 129528.48999231169, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.7262096774193548, "fast_rcnn/fg_cls_accuracy": 0.25535714285714284, "iteration": 599, "loss_box_reg": 0.039742382359690964, "loss_cls": 0.09230537083931267, "loss_rpn_cls": 0.0065539171282580355, "loss_rpn_loc": 0.007745710063318256, "lr": 0.001, "roi_head/num_bg_samples": 497.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5421451383735985, "total_loss": 0.146773020933324}
{"data_time": 0.003810506546869874, "eta_seconds": 129502.98326758482, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.8333333333333333, "fast_rcnn/fg_cls_accuracy": 0.16666666666666666, "iteration": 619, "loss_box_reg": 0.04059422807767987, "loss_cls": 0.09503965964540839, "loss_rpn_cls": 0.007473630364984274, "loss_rpn_loc": 0.0069521363111562096, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.528585858643055, "total_loss": 0.15086330815029214}
{"data_time": 0.0037481398321688175, "eta_seconds": 129537.09778330056, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.6332737030411449, "fast_rcnn/fg_cls_accuracy": 0.3667262969588551, "iteration": 639, "loss_box_reg": 0.04023587389383465, "loss_cls": 0.08521891082637012, "loss_rpn_cls": 0.009704514293844113, "loss_rpn_loc": 0.009086155791010242, "lr": 0.001, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.548614562721923, "total_loss": 0.14436448461128748}
{"data_time": 0.003650646423920989, "eta_seconds": 129596.25392495049, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.7138009049773756, "fast_rcnn/fg_cls_accuracy": 0.25678733031674206, "iteration": 659, "loss_box_reg": 0.043511798372492194, "loss_cls": 0.09102841070853174, "loss_rpn_cls": 0.0072819821507437155, "loss_rpn_loc": 0.009118658665101975, "lr": 0.001, "roi_head/num_bg_samples": 497.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5512327682226896, "total_loss": 0.15438719298254}
{"data_time": 0.0038664541207253933, "eta_seconds": 129485.20579884807, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5491935483870968, "fast_rcnn/fg_cls_accuracy": 0.4508064516129032, "iteration": 679, "loss_box_reg": 0.0429223416140303, "loss_cls": 0.0873015905963257, "loss_rpn_cls": 0.007381549756246386, "loss_rpn_loc": 0.00821332309715217, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.533479934791103, "total_loss": 0.15461968999079545}
{"data_time": 0.003735763020813465, "eta_seconds": 129459.7039820049, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5496031746031746, "fast_rcnn/fg_cls_accuracy": 0.45039682539682535, "iteration": 699, "loss_box_reg": 0.04287234437651932, "loss_cls": 0.08782789716497064, "loss_rpn_cls": 0.006582898384294822, "loss_rpn_loc": 0.006163708691019565, "lr": 0.001, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5321926530450583, "total_loss": 0.1460186722506478}
{"data_time": 0.0037899555172771215, "eta_seconds": 129428.81014248217, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6552631578947368, "fast_rcnn/fg_cls_accuracy": 0.3447368421052632, "iteration": 719, "loss_box_reg": 0.04185297340154648, "loss_cls": 0.08865077258087695, "loss_rpn_cls": 0.00948740270723647, "loss_rpn_loc": 0.0074789323916775174, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386347426101565, "total_loss": 0.14719232139577798}
{"data_time": 0.003644864074885845, "eta_seconds": 129433.03007117985, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.677170868347339, "fast_rcnn/fg_cls_accuracy": 0.322829131652661, "iteration": 739, "loss_box_reg": 0.03921349934535101, "loss_cls": 0.08086641109548509, "loss_rpn_cls": 0.007057395770971198, "loss_rpn_loc": 0.008272197519545443, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422619541641325, "total_loss": 0.14729439444636228}
{"data_time": 0.0036427590530365705, "eta_seconds": 129422.21067060297, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.6547872340425531, "fast_rcnn/fg_cls_accuracy": 0.33687943262411346, "iteration": 759, "loss_box_reg": 0.04034707130631432, "loss_cls": 0.08623941731639206, "loss_rpn_cls": 0.00667780724234035, "loss_rpn_loc": 0.007081011535774451, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404072643723339, "total_loss": 0.1419164183353132}
{"data_time": 0.0037502222694456577, "eta_seconds": 129422.3342520399, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.6777777777777778, "fast_rcnn/fg_cls_accuracy": 0.3222222222222222, "iteration": 779, "loss_box_reg": 0.04004251258447766, "loss_cls": 0.08334518794436008, "loss_rpn_cls": 0.008212401040509576, "loss_rpn_loc": 0.00724783139230567, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5521124328952283, "total_loss": 0.14270480931190832}
{"data_time": 0.0037146727554500103, "eta_seconds": 129405.60487503, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.6039215686274509, "fast_rcnn/fg_cls_accuracy": 0.33412698412698416, "iteration": 799, "loss_box_reg": 0.038142160745337605, "loss_cls": 0.08468506042845547, "loss_rpn_cls": 0.0075263880971760955, "loss_rpn_loc": 0.006957940029678866, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401872836519033, "total_loss": 0.14267139098592452}
{"data_time": 0.0040311075281351805, "eta_seconds": 129400.69362111669, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5569923371647509, "fast_rcnn/fg_cls_accuracy": 0.44300766283524906, "iteration": 819, "loss_box_reg": 0.04302768036723137, "loss_cls": 0.08857543778140098, "loss_rpn_cls": 0.00721841227641562, "loss_rpn_loc": 0.009063338096893858, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5456506165210158, "total_loss": 0.1484142633562442}
{"data_time": 0.004057820187881589, "eta_seconds": 129363.90128128091, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.650375939849624, "fast_rcnn/fg_cls_accuracy": 0.34962406015037595, "iteration": 839, "loss_box_reg": 0.03888981317868456, "loss_cls": 0.08141635358333588, "loss_rpn_cls": 0.008731267094844952, "loss_rpn_loc": 0.00787889297134825, "lr": 0.001, "roi_head/num_bg_samples": 497.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5314927725121379, "total_loss": 0.13521102275990415}
{"data_time": 0.0036117457784712315, "eta_seconds": 129353.08313774737, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5918367346938775, "fast_rcnn/fg_cls_accuracy": 0.38137755102040816, "iteration": 859, "loss_box_reg": 0.04416196409147233, "loss_cls": 0.08838230930268764, "loss_rpn_cls": 0.00726964139539632, "loss_rpn_loc": 0.008224757635616697, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5437837087083608, "total_loss": 0.15307190771818568}
{"data_time": 0.0038974215276539326, "eta_seconds": 129309.83359279996, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6581699346405229, "fast_rcnn/fg_cls_accuracy": 0.34183006535947713, "iteration": 879, "loss_box_reg": 0.03667277132626623, "loss_cls": 0.08590710698626935, "loss_rpn_cls": 0.0073894861416192725, "loss_rpn_loc": 0.007822635256161448, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5346104181371629, "total_loss": 0.14140521157241892}
{"data_time": 0.003528393805027008, "eta_seconds": 129299.01816181792, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.6494197292069632, "fast_rcnn/fg_cls_accuracy": 0.3505802707930368, "iteration": 899, "loss_box_reg": 0.0414471747353673, "loss_cls": 0.08439438045024872, "loss_rpn_cls": 0.007106403551006224, "loss_rpn_loc": 0.007642525641131215, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388921413104981, "total_loss": 0.14416631825952209}
{"data_time": 0.0037651946768164635, "eta_seconds": 129288.20273083588, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5419540229885058, "fast_rcnn/fg_cls_accuracy": 0.3833333333333333, "iteration": 919, "loss_box_reg": 0.0381872815778479, "loss_cls": 0.08348722034133971, "loss_rpn_cls": 0.00659058868768625, "loss_rpn_loc": 0.008535105873306748, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5427383375354111, "total_loss": 0.14152230114632403}
{"data_time": 0.004002915928140283, "eta_seconds": 129277.38729985384, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.6108108108108108, "fast_rcnn/fg_cls_accuracy": 0.3891891891891892, "iteration": 939, "loss_box_reg": 0.039908621343784034, "loss_cls": 0.0802396887447685, "loss_rpn_cls": 0.00764904527386534, "loss_rpn_loc": 0.008395902212214423, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5383951154071838, "total_loss": 0.13545552743926237}
{"data_time": 0.004117120523005724, "eta_seconds": 129319.04630387016, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.603030303030303, "fast_rcnn/fg_cls_accuracy": 0.396969696969697, "iteration": 959, "loss_box_reg": 0.041295910137705505, "loss_cls": 0.08750914549455047, "loss_rpn_cls": 0.006504913588287309, "loss_rpn_loc": 0.007073608801874798, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5493759645614773, "total_loss": 0.14094024525184068}
{"data_time": 0.0037436732091009617, "eta_seconds": 129303.19726425735, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.6499999999999999, "fast_rcnn/fg_cls_accuracy": 0.35, "iteration": 979, "loss_box_reg": 0.038776595960371196, "loss_cls": 0.08240683935582638, "loss_rpn_cls": 0.007686479242693167, "loss_rpn_loc": 0.008931210017181002, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537466331385076, "total_loss": 0.14347936161902908}
{"data_time": 0.003838630858808756, "eta_seconds": 129292.37786368048, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.6654377880184332, "fast_rcnn/fg_cls_accuracy": 0.32027649769585254, "iteration": 999, "loss_box_reg": 0.04458033514674753, "loss_cls": 0.08146193373249844, "loss_rpn_cls": 0.006484642754003289, "loss_rpn_loc": 0.00736882422643248, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5408611365128309, "total_loss": 0.1471843160006756}
{"data_time": 0.003900768468156457, "eta_seconds": 129284.07265139441, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.7720588235294117, "fast_rcnn/fg_cls_accuracy": 0.20050215208034433, "iteration": 1019, "loss_box_reg": 0.03979349008295685, "loss_cls": 0.07969973864965141, "loss_rpn_cls": 0.005847531605468248, "loss_rpn_loc": 0.007358577062404947, "lr": 0.001, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5439927093684673, "total_loss": 0.12875878487466252}
{"data_time": 0.0036692949943244457, "eta_seconds": 129273.25304040848, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.6120071684587813, "fast_rcnn/fg_cls_accuracy": 0.38799283154121866, "iteration": 1039, "loss_box_reg": 0.04070521495305002, "loss_cls": 0.08065585698932409, "loss_rpn_cls": 0.007040791664621793, "loss_rpn_loc": 0.009386786114191636, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333742978982627, "total_loss": 0.14102716927300207}
{"data_time": 0.004093058640137315, "eta_seconds": 129252.4106821809, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6199346405228758, "fast_rcnn/fg_cls_accuracy": 0.38006535947712417, "iteration": 1059, "loss_box_reg": 0.03730171837378293, "loss_cls": 0.08410567708779126, "loss_rpn_cls": 0.006457940226937353, "loss_rpn_loc": 0.007557025171990972, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418857780750841, "total_loss": 0.13859177544873091}
{"data_time": 0.003551838453859091, "eta_seconds": 129203.13562742854, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5806636155606408, "fast_rcnn/fg_cls_accuracy": 0.40368421052631576, "iteration": 1079, "loss_box_reg": 0.04055073665222153, "loss_cls": 0.08008293830789626, "loss_rpn_cls": 0.006314165195362875, "loss_rpn_loc": 0.006584445203770883, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386238805949688, "total_loss": 0.13270416299201315}
{"data_time": 0.003954047570005059, "eta_seconds": 129163.0139018714, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.5611111111111111, "fast_rcnn/fg_cls_accuracy": 0.4388888888888889, "iteration": 1099, "loss_box_reg": 0.03920039418153465, "loss_cls": 0.08255441579967737, "loss_rpn_cls": 0.0065863642339536455, "loss_rpn_loc": 0.00760641189845046, "lr": 0.001, "roi_head/num_bg_samples": 497.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358282709494233, "total_loss": 0.1337974988928181}
{"data_time": 0.0036176659632474184, "eta_seconds": 129181.50452164421, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.7248648648648648, "fast_rcnn/fg_cls_accuracy": 0.27513513513513516, "iteration": 1119, "loss_box_reg": 0.03974093042779714, "loss_cls": 0.08413994149304926, "loss_rpn_cls": 0.007502885714529839, "loss_rpn_loc": 0.008865342111676, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5451137968339026, "total_loss": 0.1460598589546862}
{"data_time": 0.0035288629587739706, "eta_seconds": 129141.38770291838, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.7118012422360249, "fast_rcnn/fg_cls_accuracy": 0.28819875776397513, "iteration": 1139, "loss_box_reg": 0.03904204105492681, "loss_cls": 0.08545814524404705, "loss_rpn_cls": 0.005309549188496021, "loss_rpn_loc": 0.007613842346472666, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5385773875750601, "total_loss": 0.14083244385165017}
{"data_time": 0.0035408439580351114, "eta_seconds": 129159.87341585988, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.6321428571428571, "fast_rcnn/fg_cls_accuracy": 0.36708074534161494, "iteration": 1159, "loss_box_reg": 0.04110269946977496, "loss_cls": 0.08167358511127532, "loss_rpn_cls": 0.006482682994828792, "loss_rpn_loc": 0.006882286965264939, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432643555104733, "total_loss": 0.1367298704408313}
{"data_time": 0.0033605352509766817, "eta_seconds": 129168.16552340775, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.7121212121212122, "fast_rcnn/fg_cls_accuracy": 0.24621212121212122, "iteration": 1179, "loss_box_reg": 0.039909510291181505, "loss_cls": 0.08086535474285483, "loss_rpn_cls": 0.006935383396921679, "loss_rpn_loc": 0.008450485343928449, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5480956439860165, "total_loss": 0.1355994638215634}
{"data_time": 0.0036785700358450413, "eta_seconds": 129176.67927779444, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.5258620689655172, "fast_rcnn/fg_cls_accuracy": 0.47413793103448276, "iteration": 1199, "loss_box_reg": 0.03944792354013771, "loss_cls": 0.0833360655233264, "loss_rpn_cls": 0.006031511609762674, "loss_rpn_loc": 0.00885534708504565, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542374229291454, "total_loss": 0.13979656389710726}
{"data_time": 0.0036940521094948053, "eta_seconds": 129182.22944319644, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.6142857142857143, "fast_rcnn/fg_cls_accuracy": 0.3587912087912088, "iteration": 1219, "loss_box_reg": 0.0371808338095434, "loss_cls": 0.083765909075737, "loss_rpn_cls": 0.006046257816706202, "loss_rpn_loc": 0.007696013923123246, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420996330212802, "total_loss": 0.13982278057665098}
{"data_time": 0.0037736324593424797, "eta_seconds": 129120.97814565827, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.6888680425265792, "fast_rcnn/fg_cls_accuracy": 0.3111319574734209, "iteration": 1239, "loss_box_reg": 0.03620546613819897, "loss_cls": 0.08303361316211522, "loss_rpn_cls": 0.00729481472808402, "loss_rpn_loc": 0.00847321417677449, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5438101964537054, "total_loss": 0.13834245708130766}
{"data_time": 0.003552468726411462, "eta_seconds": 129156.88733704877, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.6814671814671815, "fast_rcnn/fg_cls_accuracy": 0.28174603174603174, "iteration": 1259, "loss_box_reg": 0.0371294331853278, "loss_cls": 0.08179727871902287, "loss_rpn_cls": 0.0082969989234698, "loss_rpn_loc": 0.009945716679794714, "lr": 0.001, "roi_head/num_bg_samples": 497.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5420258597005159, "total_loss": 0.14277934117853874}
{"data_time": 0.00420932681299746, "eta_seconds": 129146.06750406348, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.6943521594684385, "fast_rcnn/fg_cls_accuracy": 0.30564784053156147, "iteration": 1279, "loss_box_reg": 0.03991110675269738, "loss_cls": 0.07928867521695793, "loss_rpn_cls": 0.006138346288935281, "loss_rpn_loc": 0.007748518954031169, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376731937285513, "total_loss": 0.13308214966491505}
{"data_time": 0.0038030087016522884, "eta_seconds": 129148.78209304693, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4907407407407407, "fast_rcnn/fg_cls_accuracy": 0.4722222222222222, "iteration": 1299, "loss_box_reg": 0.03783007024321705, "loss_cls": 0.07786199264228344, "loss_rpn_cls": 0.006873451097817451, "loss_rpn_loc": 0.007850144254916813, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363850959111005, "total_loss": 0.1302020310977241}
{"data_time": 0.003937415545806289, "eta_seconds": 129137.96112605534, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6467532467532467, "fast_rcnn/fg_cls_accuracy": 0.33051948051948055, "iteration": 1319, "loss_box_reg": 0.0408013355336152, "loss_cls": 0.07802547817118466, "loss_rpn_cls": 0.007227161731861997, "loss_rpn_loc": 0.006449507491197437, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.542085716035217, "total_loss": 0.13346375622495543}
{"data_time": 0.0038996031507849693, "eta_seconds": 129122.46853584796, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6824596774193548, "fast_rcnn/fg_cls_accuracy": 0.31754032258064513, "iteration": 1339, "loss_box_reg": 0.04141172335948795, "loss_cls": 0.08269678335636854, "loss_rpn_cls": 0.005944956363236997, "loss_rpn_loc": 0.00744265730099869, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.541349389590323, "total_loss": 0.13899237472014647}
{"data_time": 0.004031088203191757, "eta_seconds": 129111.64796034247, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5442307692307693, "fast_rcnn/fg_cls_accuracy": 0.4557692307692308, "iteration": 1359, "loss_box_reg": 0.03736179234692827, "loss_cls": 0.07866540690883994, "loss_rpn_cls": 0.0062323099773493595, "loss_rpn_loc": 0.007340411815675907, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5435561907943338, "total_loss": 0.13195462496150867}
{"data_time": 0.003755914978682995, "eta_seconds": 129058.80504561379, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6833333333333333, "fast_rcnn/fg_cls_accuracy": 0.26480836236933797, "iteration": 1379, "loss_box_reg": 0.03900846920441836, "loss_cls": 0.07686859555542469, "loss_rpn_cls": 0.007626148199051386, "loss_rpn_loc": 0.008919279498513788, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5389624116942286, "total_loss": 0.130105613188789}
{"data_time": 0.0037932449486106634, "eta_seconds": 129047.98799220729, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5211161387631975, "fast_rcnn/fg_cls_accuracy": 0.4788838612368024, "iteration": 1399, "loss_box_reg": 0.03760676993988454, "loss_cls": 0.07540073129348457, "loss_rpn_cls": 0.006616707627472351, "loss_rpn_loc": 0.009875469204416731, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5400416476186365, "total_loss": 0.13189883741506492}
{"data_time": 0.00399662833660841, "eta_seconds": 129022.446129516, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6843891402714932, "fast_rcnn/fg_cls_accuracy": 0.3156108597285068, "iteration": 1419, "loss_box_reg": 0.03882225195411593, "loss_cls": 0.08107445458881557, "loss_rpn_cls": 0.007700153197220061, "loss_rpn_loc": 0.006142633486888371, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374748727772385, "total_loss": 0.13563208806954208}
{"data_time": 0.0037906740326434374, "eta_seconds": 129026.35388539429, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.51, "fast_rcnn/fg_cls_accuracy": 0.49, "iteration": 1439, "loss_box_reg": 0.03494241856969893, "loss_cls": 0.07465890375897288, "loss_rpn_cls": 0.006119903016042372, "loss_rpn_loc": 0.00817753477167571, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397666599601507, "total_loss": 0.12875515227096912}
{"data_time": 0.003822396043688059, "eta_seconds": 129000.81449143426, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5775462962962963, "fast_rcnn/fg_cls_accuracy": 0.3718390804597701, "iteration": 1459, "loss_box_reg": 0.03737758018542081, "loss_cls": 0.07826549583114684, "loss_rpn_cls": 0.005945316541328793, "loss_rpn_loc": 0.00896053563337773, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537415451137349, "total_loss": 0.13406586779092322}
{"data_time": 0.003624602686613798, "eta_seconds": 128961.03267262504, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6373954599761051, "fast_rcnn/fg_cls_accuracy": 0.36260454002389486, "iteration": 1479, "loss_box_reg": 0.03816119977273047, "loss_cls": 0.08064437075518072, "loss_rpn_cls": 0.006705945751491527, "loss_rpn_loc": 0.006389624577423092, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5310864974744618, "total_loss": 0.1383389197071665}
{"data_time": 0.0036430449690669775, "eta_seconds": 128950.21928238496, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.6936647955092221, "fast_rcnn/fg_cls_accuracy": 0.3063352044907779, "iteration": 1499, "loss_box_reg": 0.04140369495144114, "loss_cls": 0.08246852573938668, "loss_rpn_cls": 0.005719217791920528, "loss_rpn_loc": 0.00665146550454665, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5414615711197257, "total_loss": 0.1400687731220387}
{"data_time": 0.0038213920779526234, "eta_seconds": 128907.61688238056, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5937279774489077, "fast_rcnn/fg_cls_accuracy": 0.4062720225510923, "iteration": 1519, "loss_box_reg": 0.038693145965225995, "loss_cls": 0.076864909613505, "loss_rpn_cls": 0.005682086622982752, "loss_rpn_loc": 0.006324453453999013, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541841325815767, "total_loss": 0.13090261526303948}
{"data_time": 0.004005296388641, "eta_seconds": 128928.59250190482, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.728110599078341, "fast_rcnn/fg_cls_accuracy": 0.2572373862696443, "iteration": 1539, "loss_box_reg": 0.039880650117993355, "loss_cls": 0.07923610717989504, "loss_rpn_cls": 0.006443397120165173, "loss_rpn_loc": 0.007923140248749405, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438349770847708, "total_loss": 0.13834042774760746}
{"data_time": 0.0038900054059922695, "eta_seconds": 128892.18628646713, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.7413793103448276, "fast_rcnn/fg_cls_accuracy": 0.25862068965517243, "iteration": 1559, "loss_box_reg": 0.03873738553375006, "loss_cls": 0.081324128434062, "loss_rpn_cls": 0.006118141824117629, "loss_rpn_loc": 0.007252993906149641, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422056985553354, "total_loss": 0.14081153396182344}
{"data_time": 0.0036189593374729156, "eta_seconds": 128881.37504290696, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6776960784313726, "fast_rcnn/fg_cls_accuracy": 0.32230392156862747, "iteration": 1579, "loss_box_reg": 0.03932235483080149, "loss_cls": 0.08087812969461083, "loss_rpn_cls": 0.006468540486821439, "loss_rpn_loc": 0.006918775208760053, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5415862905792892, "total_loss": 0.13778001778700855}
{"data_time": 0.004249321762472391, "eta_seconds": 128921.93125223229, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.6029411764705883, "fast_rcnn/fg_cls_accuracy": 0.39705882352941174, "iteration": 1599, "loss_box_reg": 0.03816971549531445, "loss_cls": 0.07822643290273845, "loss_rpn_cls": 0.006171006698423298, "loss_rpn_loc": 0.007089191545674112, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5431385156698525, "total_loss": 0.13233859173487872}
{"data_time": 0.003637181129306555, "eta_seconds": 128914.28793910728, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.6600449775112445, "fast_rcnn/fg_cls_accuracy": 0.33995502248875564, "iteration": 1619, "loss_box_reg": 0.038167029444593936, "loss_cls": 0.07394847925752401, "loss_rpn_cls": 0.007665175944566727, "loss_rpn_loc": 0.0064074082765728235, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5372369000688195, "total_loss": 0.12765553092958726}
{"data_time": 0.003952188417315483, "eta_seconds": 128848.94131222647, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.7078598484848485, "fast_rcnn/fg_cls_accuracy": 0.2739583333333333, "iteration": 1639, "loss_box_reg": 0.0404878641711548, "loss_cls": 0.0782635296927765, "loss_rpn_cls": 0.006587457071873359, "loss_rpn_loc": 0.006991714457399212, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420454130508006, "total_loss": 0.13610561931454868}
{"data_time": 0.0035575840156525373, "eta_seconds": 128863.71216046438, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.8074074074074074, "fast_rcnn/fg_cls_accuracy": 0.17795844625112917, "iteration": 1659, "loss_box_reg": 0.0421602992573753, "loss_cls": 0.0815230431035161, "loss_rpn_cls": 0.005708181904992671, "loss_rpn_loc": 0.0078036056002019905, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5482681994326413, "total_loss": 0.14088148243172327}
{"data_time": 0.003631740342825651, "eta_seconds": 128878.66904066363, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6176470588235294, "fast_rcnn/fg_cls_accuracy": 0.38235294117647056, "iteration": 1679, "loss_box_reg": 0.03939052624627948, "loss_cls": 0.07809920888394117, "loss_rpn_cls": 0.005331118890353537, "loss_rpn_loc": 0.006432886468246579, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387274634558707, "total_loss": 0.13524212379797973}
{"data_time": 0.003979175118729472, "eta_seconds": 128871.02466294379, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6363636363636364, "fast_rcnn/fg_cls_accuracy": 0.3318181818181818, "iteration": 1699, "loss_box_reg": 0.039223163039423525, "loss_cls": 0.07560183922760189, "loss_rpn_cls": 0.00668404706811998, "loss_rpn_loc": 0.008236413457780145, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5398657731711864, "total_loss": 0.131121602687017}
{"data_time": 0.0035341675393283367, "eta_seconds": 128916.87760124356, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.6934523809523809, "fast_rcnn/fg_cls_accuracy": 0.30654761904761907, "iteration": 1719, "loss_box_reg": 0.03907272091601044, "loss_cls": 0.07339466596022248, "loss_rpn_cls": 0.005946135714111733, "loss_rpn_loc": 0.007497423932363745, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.548158569028601, "total_loss": 0.12472222034921288}
{"data_time": 0.0039020718540996313, "eta_seconds": 128902.02314476017, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6619047619047619, "fast_rcnn/fg_cls_accuracy": 0.322943722943723, "iteration": 1739, "loss_box_reg": 0.03651397104840726, "loss_cls": 0.07769649382680655, "loss_rpn_cls": 0.006465028582169907, "loss_rpn_loc": 0.006400450234650634, "lr": 0.001, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5408536386676133, "total_loss": 0.12989192251188797}
{"data_time": 0.003533428069204092, "eta_seconds": 128871.27754360647, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.63689776733255, "fast_rcnn/fg_cls_accuracy": 0.3495887191539365, "iteration": 1759, "loss_box_reg": 0.03854689921718091, "loss_cls": 0.07734405295923352, "loss_rpn_cls": 0.006735073278832715, "loss_rpn_loc": 0.00690119611681439, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383854152169079, "total_loss": 0.13288729920532205}
{"data_time": 0.003780327970162034, "eta_seconds": 128827.7613867803, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6306818181818181, "fast_rcnn/fg_cls_accuracy": 0.3693181818181818, "iteration": 1779, "loss_box_reg": 0.038420912460424006, "loss_cls": 0.08186627272516489, "loss_rpn_cls": 0.007264018169735209, "loss_rpn_loc": 0.008755445458518807, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5386160130146891, "total_loss": 0.14272005342354532}
{"data_time": 0.003841743804514408, "eta_seconds": 128824.36063553975, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.5036094224924013, "fast_rcnn/fg_cls_accuracy": 0.49639057750759874, "iteration": 1799, "loss_box_reg": 0.03471137210726738, "loss_cls": 0.07255456876009703, "loss_rpn_cls": 0.006363494805555092, "loss_rpn_loc": 0.007863226190238493, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398608003742993, "total_loss": 0.12027424778898421}
{"data_time": 0.0040036949794739485, "eta_seconds": 128813.54419390974, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.6260869565217391, "fast_rcnn/fg_cls_accuracy": 0.3739130434782609, "iteration": 1819, "loss_box_reg": 0.03979389590676874, "loss_cls": 0.07432088209316134, "loss_rpn_cls": 0.005287308965307602, "loss_rpn_loc": 0.0069341223570518196, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.544554530410096, "total_loss": 0.13003118175220152}
{"data_time": 0.004080068087205291, "eta_seconds": 128895.96458444721, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5653846153846154, "fast_rcnn/fg_cls_accuracy": 0.4346153846153846, "iteration": 1839, "loss_box_reg": 0.03377978201024234, "loss_cls": 0.07684888667427003, "loss_rpn_cls": 0.005112157694384223, "loss_rpn_loc": 0.007739821769064292, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5490001467987895, "total_loss": 0.1267610073373362}
{"data_time": 0.0038597402162849903, "eta_seconds": 128890.54119248455, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.6875, "fast_rcnn/fg_cls_accuracy": 0.3125, "iteration": 1859, "loss_box_reg": 0.03847078431863338, "loss_cls": 0.08045624010264874, "loss_rpn_cls": 0.005477896291267825, "loss_rpn_loc": 0.007827132780221291, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5458915384951979, "total_loss": 0.13483845980590559}
{"data_time": 0.0039101040456444025, "eta_seconds": 128886.83559118514, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.6837500000000001, "fast_rcnn/fg_cls_accuracy": 0.31625000000000003, "iteration": 1879, "loss_box_reg": 0.0398618730250746, "loss_cls": 0.0743955853395164, "loss_rpn_cls": 0.005829148827615427, "loss_rpn_loc": 0.006794460714445449, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5386699764057994, "total_loss": 0.1273937147707329}
{"data_time": 0.003725700546056032, "eta_seconds": 128876.01026829542, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.603030303030303, "fast_rcnn/fg_cls_accuracy": 0.3933982683982684, "iteration": 1899, "loss_box_reg": 0.038674589595757425, "loss_cls": 0.07774226390756667, "loss_rpn_cls": 0.005342705658222258, "loss_rpn_loc": 0.0066645272163441405, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5428934008814394, "total_loss": 0.13208211176242912}
{"data_time": 0.003755644429475069, "eta_seconds": 128893.08398276707, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.532563025210084, "fast_rcnn/fg_cls_accuracy": 0.416988416988417, "iteration": 1919, "loss_box_reg": 0.03664643247611821, "loss_cls": 0.07439965894445777, "loss_rpn_cls": 0.005958280184131581, "loss_rpn_loc": 0.00945678988500731, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436655643861741, "total_loss": 0.12724987281035283}
{"data_time": 0.0038181126583367586, "eta_seconds": 128949.11250192882, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5277777777777778, "fast_rcnn/fg_cls_accuracy": 0.4722222222222222, "iteration": 1939, "loss_box_reg": 0.03831424959935248, "loss_cls": 0.0766922861803323, "loss_rpn_cls": 0.005463919194880873, "loss_rpn_loc": 0.007104635456926189, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5461817434988916, "total_loss": 0.1309637571357598}
{"data_time": 0.0036770275328308344, "eta_seconds": 128846.88995506964, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.7343137254901961, "fast_rcnn/fg_cls_accuracy": 0.2656862745098039, "iteration": 1959, "loss_box_reg": 0.03444812627276406, "loss_cls": 0.07822762802243233, "loss_rpn_cls": 0.005195477933739312, "loss_rpn_loc": 0.006618763909500558, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5410312209278345, "total_loss": 0.11994708216298022}
{"data_time": 0.003886085469275713, "eta_seconds": 128848.13629093277, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.6042966042966043, "fast_rcnn/fg_cls_accuracy": 0.39570339570339574, "iteration": 1979, "loss_box_reg": 0.036753896449226886, "loss_cls": 0.07362845190800726, "loss_rpn_cls": 0.005068283144282759, "loss_rpn_loc": 0.006998087541433051, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5406850397121161, "total_loss": 0.12297971690350096}
{"data_time": 0.0037432757671922445, "eta_seconds": 128825.23874541163, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.6610389610389611, "fast_rcnn/fg_cls_accuracy": 0.33896103896103896, "iteration": 1999, "loss_box_reg": 0.03594726836308837, "loss_cls": 0.07368328562006354, "loss_rpn_cls": 0.005598582980383071, "loss_rpn_loc": 0.010152549701160751, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393894470762461, "total_loss": 0.12403151949001767}
{"data_time": 0.0037640235386788845, "eta_seconds": 128814.41314058262, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.623109243697479, "fast_rcnn/fg_cls_accuracy": 0.376890756302521, "iteration": 2019, "loss_box_reg": 0.043253001873381436, "loss_cls": 0.07738775480538607, "loss_rpn_cls": 0.005454085156088695, "loss_rpn_loc": 0.006258379471546505, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5420981044881046, "total_loss": 0.12940241593241808}
{"data_time": 0.0038057174533605576, "eta_seconds": 128815.65643336787, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.6100230414746544, "fast_rcnn/fg_cls_accuracy": 0.38997695852534564, "iteration": 2039, "loss_box_reg": 0.039196482044644654, "loss_cls": 0.07716482318937778, "loss_rpn_cls": 0.00798851034778636, "loss_rpn_loc": 0.01039424681221135, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540521536488086, "total_loss": 0.13575685107934987}
{"data_time": 0.0037910297978669405, "eta_seconds": 128817.29031692399, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5941176470588235, "fast_rcnn/fg_cls_accuracy": 0.40588235294117647, "iteration": 2059, "loss_box_reg": 0.03617273009149358, "loss_cls": 0.07519989786669612, "loss_rpn_cls": 0.005941399162111338, "loss_rpn_loc": 0.007172738129156642, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.545506150694564, "total_loss": 0.12415381270693615}
{"data_time": 0.0037258078809827566, "eta_seconds": 128824.12084383261, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.615530303030303, "fast_rcnn/fg_cls_accuracy": 0.35892857142857143, "iteration": 2079, "loss_box_reg": 0.03661036223638803, "loss_cls": 0.07516963896341622, "loss_rpn_cls": 0.006058805651264265, "loss_rpn_loc": 0.00740544380096253, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5433481012005359, "total_loss": 0.12817681663727853}
{"data_time": 0.003484973916783929, "eta_seconds": 128813.29169290909, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.6431818181818182, "fast_rcnn/fg_cls_accuracy": 0.33716216216216216, "iteration": 2099, "loss_box_reg": 0.03743455628864467, "loss_cls": 0.07545208709780127, "loss_rpn_cls": 0.006022049165039789, "loss_rpn_loc": 0.008524445511284284, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.539908459642902, "total_loss": 0.12509256201883545}
{"data_time": 0.00389109062962234, "eta_seconds": 128802.46254198556, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5503787878787879, "fast_rcnn/fg_cls_accuracy": 0.42045454545454547, "iteration": 2119, "loss_box_reg": 0.03705450927373022, "loss_cls": 0.07555772713385522, "loss_rpn_cls": 0.006748603314918, "loss_rpn_loc": 0.009021418547490612, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5449341535568237, "total_loss": 0.1309898770705331}
{"data_time": 0.003741531167179346, "eta_seconds": 128796.63222064613, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.6023148148148147, "fast_rcnn/fg_cls_accuracy": 0.3892668178382464, "iteration": 2139, "loss_box_reg": 0.03510044055292383, "loss_cls": 0.07022687164135277, "loss_rpn_cls": 0.005810653434309643, "loss_rpn_loc": 0.008037379433517344, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392731570173055, "total_loss": 0.12250867625516548}
{"data_time": 0.003884054720401764, "eta_seconds": 128774.35800775094, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.6935483870967742, "fast_rcnn/fg_cls_accuracy": 0.3064516129032258, "iteration": 2159, "loss_box_reg": 0.03778701019473374, "loss_cls": 0.07921903091482818, "loss_rpn_cls": 0.00498576460267941, "loss_rpn_loc": 0.007101293500454631, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400074594654143, "total_loss": 0.13382999639179616}
{"data_time": 0.0038855785969644785, "eta_seconds": 128763.52939888975, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.53125, "fast_rcnn/fg_cls_accuracy": 0.44916666666666666, "iteration": 2179, "loss_box_reg": 0.03185926692094654, "loss_cls": 0.0686670383438468, "loss_rpn_cls": 0.003873939718687325, "loss_rpn_loc": 0.006168028470710851, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5490965733770281, "total_loss": 0.11319809234373679}
{"data_time": 0.004141992423683405, "eta_seconds": 128764.14350692998, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5857843137254902, "fast_rcnn/fg_cls_accuracy": 0.4127789046653144, "iteration": 2199, "loss_box_reg": 0.04086114279925823, "loss_cls": 0.07654871046543121, "loss_rpn_cls": 0.006162334928376367, "loss_rpn_loc": 0.007833652154658921, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5425625131465495, "total_loss": 0.1298837433778317}
{"data_time": 0.0038214244414120913, "eta_seconds": 128730.66898453189, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.6013234077750207, "fast_rcnn/fg_cls_accuracy": 0.3986765922249793, "iteration": 2219, "loss_box_reg": 0.03546620675479062, "loss_cls": 0.0753535304684192, "loss_rpn_cls": 0.006555739713803632, "loss_rpn_loc": 0.007107803554390557, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393253501970321, "total_loss": 0.13100655507150805}
{"data_time": 0.0038717109709978104, "eta_seconds": 128724.75401247619, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.6659628378378378, "fast_rcnn/fg_cls_accuracy": 0.27415026833631484, "iteration": 2239, "loss_box_reg": 0.03627476131077856, "loss_cls": 0.07584945252165198, "loss_rpn_cls": 0.005398204604716739, "loss_rpn_loc": 0.008489691143040545, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5461475180927664, "total_loss": 0.12458954545945744}
{"data_time": 0.003566283965483308, "eta_seconds": 128709.01365143387, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.6554945054945055, "fast_rcnn/fg_cls_accuracy": 0.33974358974358976, "iteration": 2259, "loss_box_reg": 0.034555515623651445, "loss_cls": 0.07430619653314352, "loss_rpn_cls": 0.005269588771625422, "loss_rpn_loc": 0.00815790403430583, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5317950185853988, "total_loss": 0.12544003454240737}
{"data_time": 0.0039126810152083635, "eta_seconds": 128704.47946796939, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.6043478260869566, "fast_rcnn/fg_cls_accuracy": 0.39009661835748793, "iteration": 2279, "loss_box_reg": 0.035687249270267785, "loss_cls": 0.07483834121376276, "loss_rpn_cls": 0.007053698776871897, "loss_rpn_loc": 0.008462956146104261, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5401252550072968, "total_loss": 0.129399011409987}
{"data_time": 0.0036692889407277107, "eta_seconds": 128706.77108344412, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.6342857142857143, "fast_rcnn/fg_cls_accuracy": 0.3657142857142857, "iteration": 2299, "loss_box_reg": 0.037370872509200126, "loss_cls": 0.07008043234236538, "loss_rpn_cls": 0.006047434613719815, "loss_rpn_loc": 0.007004763618169818, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5396340822335333, "total_loss": 0.1255376008375606}
{"data_time": 0.003813546383753419, "eta_seconds": 128682.82307590172, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.7167359667359667, "fast_rcnn/fg_cls_accuracy": 0.28326403326403327, "iteration": 2319, "loss_box_reg": 0.038856416824273765, "loss_cls": 0.07571037369780242, "loss_rpn_cls": 0.005585783620517759, "loss_rpn_loc": 0.008758528296311852, "lr": 0.001, "roi_head/num_bg_samples": 497.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381782951299101, "total_loss": 0.13183020508586196}
{"data_time": 0.0035429636482149363, "eta_seconds": 128670.61361349886, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.7166666666666666, "fast_rcnn/fg_cls_accuracy": 0.24608062709966405, "iteration": 2339, "loss_box_reg": 0.03733033733442426, "loss_cls": 0.0717166141839698, "loss_rpn_cls": 0.005406428615970071, "loss_rpn_loc": 0.007187485032773111, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538606935646385, "total_loss": 0.12271357295776397}
{"data_time": 0.0037784739397466183, "eta_seconds": 128659.7855337034, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.6655813953488372, "fast_rcnn/fg_cls_accuracy": 0.33307692307692305, "iteration": 2359, "loss_box_reg": 0.039764373446814716, "loss_cls": 0.07636527228169143, "loss_rpn_cls": 0.0055473918800998945, "loss_rpn_loc": 0.008104196065687574, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5542758209630847, "total_loss": 0.1343009562606312}
{"data_time": 0.004011201439425349, "eta_seconds": 128631.60390716675, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5861522198731501, "fast_rcnn/fg_cls_accuracy": 0.4138477801268499, "iteration": 2379, "loss_box_reg": 0.03590624779462814, "loss_cls": 0.07365432300139219, "loss_rpn_cls": 0.005395581538323313, "loss_rpn_loc": 0.006323519024590496, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5351437767967582, "total_loss": 0.12515831748260098}
{"data_time": 0.0037136857863515615, "eta_seconds": 128639.51029176638, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5202702702702703, "fast_rcnn/fg_cls_accuracy": 0.4797297297297297, "iteration": 2399, "loss_box_reg": 0.034992075292393565, "loss_cls": 0.07542621856555343, "loss_rpn_cls": 0.004748456198285567, "loss_rpn_loc": 0.006605812755879015, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5443337114993483, "total_loss": 0.12560041953929613}
{"data_time": 0.003966654883697629, "eta_seconds": 128641.79528388917, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.6376262626262625, "fast_rcnn/fg_cls_accuracy": 0.36237373737373735, "iteration": 2419, "loss_box_reg": 0.03546337364241481, "loss_cls": 0.06965946638956666, "loss_rpn_cls": 0.004982635355190723, "loss_rpn_loc": 0.007174494021455757, "lr": 0.001, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.544075908139348, "total_loss": 0.11809355790501286}
{"data_time": 0.0040776829700917006, "eta_seconds": 128630.96598396334, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5797962648556876, "fast_rcnn/fg_cls_accuracy": 0.4202037351443124, "iteration": 2439, "loss_box_reg": 0.03654028190067038, "loss_cls": 0.07732638367451727, "loss_rpn_cls": 0.004384194824524457, "loss_rpn_loc": 0.007204130823083688, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5404360622633249, "total_loss": 0.12486187419926864}
{"data_time": 0.004031656309962273, "eta_seconds": 128645.38236872689, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5463435374149659, "fast_rcnn/fg_cls_accuracy": 0.453656462585034, "iteration": 2459, "loss_box_reg": 0.035046344390138984, "loss_cls": 0.07145451521500945, "loss_rpn_cls": 0.005562272057431983, "loss_rpn_loc": 0.00647032744018361, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5450902110897005, "total_loss": 0.11943253212302807}
{"data_time": 0.004166634054854512, "eta_seconds": 128657.00810261955, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.7096153846153846, "fast_rcnn/fg_cls_accuracy": 0.28205128205128205, "iteration": 2479, "loss_box_reg": 0.03747111989650875, "loss_cls": 0.0755682373419404, "loss_rpn_cls": 0.0056617237751197536, "loss_rpn_loc": 0.007268553621543106, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412242733873427, "total_loss": 0.13118679380932008}
{"data_time": 0.003601239062845707, "eta_seconds": 128623.71951770433, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6505016722408027, "fast_rcnn/fg_cls_accuracy": 0.3494983277591973, "iteration": 2499, "loss_box_reg": 0.03853153099771589, "loss_cls": 0.07407696917653084, "loss_rpn_cls": 0.004815623327885987, "loss_rpn_loc": 0.00723178264888702, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5365728144533932, "total_loss": 0.12630228091802564}
{"data_time": 0.0035896815825253725, "eta_seconds": 128635.34146967297, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.6711711711711712, "fast_rcnn/fg_cls_accuracy": 0.3288288288288288, "iteration": 2519, "loss_box_reg": 0.03597615205217153, "loss_cls": 0.07014605333097279, "loss_rpn_cls": 0.004385624885799189, "loss_rpn_loc": 0.007462594934622757, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54332091845572, "total_loss": 0.12233251766883768}
{"data_time": 0.003729061456397176, "eta_seconds": 128624.50815319968, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6, "fast_rcnn/fg_cls_accuracy": 0.4, "iteration": 2539, "loss_box_reg": 0.03770255472045392, "loss_cls": 0.0723625267855823, "loss_rpn_cls": 0.00484663653151074, "loss_rpn_loc": 0.006471011976827867, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5423688036389649, "total_loss": 0.12647881249176862}
{"data_time": 0.0035732616670429707, "eta_seconds": 128587.81529708672, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6273310023310024, "fast_rcnn/fg_cls_accuracy": 0.37266899766899764, "iteration": 2559, "loss_box_reg": 0.0350922696525231, "loss_cls": 0.07990530366078019, "loss_rpn_cls": 0.006247930794415879, "loss_rpn_loc": 0.007654203898709966, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377035066485405, "total_loss": 0.1290995154522534}
{"data_time": 0.0039270122069865465, "eta_seconds": 128555.16088448255, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.6033266129032258, "fast_rcnn/fg_cls_accuracy": 0.3741039426523297, "iteration": 2579, "loss_box_reg": 0.03756072197575122, "loss_cls": 0.0754703126149252, "loss_rpn_cls": 0.005584556089161197, "loss_rpn_loc": 0.007349470077315345, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5375721806194633, "total_loss": 0.12333471110468963}
{"data_time": 0.0038673391100019217, "eta_seconds": 128531.22833142802, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.54858934169279, "fast_rcnn/fg_cls_accuracy": 0.41413288288288286, "iteration": 2599, "loss_box_reg": 0.034334546187892556, "loss_cls": 0.07260324025992304, "loss_rpn_cls": 0.0041858263020913, "loss_rpn_loc": 0.009028909291373566, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432793230284005, "total_loss": 0.12074943630796042}
{"data_time": 0.003794238669797778, "eta_seconds": 128487.25309448736, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5207336523125996, "fast_rcnn/fg_cls_accuracy": 0.4792663476874003, "iteration": 2619, "loss_box_reg": 0.03761264297645539, "loss_cls": 0.07603227812796831, "loss_rpn_cls": 0.005037914161221124, "loss_rpn_loc": 0.0062534850294468924, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5356706895399839, "total_loss": 0.129269500826922}
{"data_time": 0.003696045372635126, "eta_seconds": 128476.42769118259, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.6547619047619048, "fast_rcnn/fg_cls_accuracy": 0.3380952380952381, "iteration": 2639, "loss_box_reg": 0.03877948585432023, "loss_cls": 0.0749567833263427, "loss_rpn_cls": 0.006637891545324237, "loss_rpn_loc": 0.007268631175975315, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5412243329919875, "total_loss": 0.12368229014100507}
{"data_time": 0.0036845479626208544, "eta_seconds": 128426.10220034537, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5764367816091953, "fast_rcnn/fg_cls_accuracy": 0.4235632183908046, "iteration": 2659, "loss_box_reg": 0.03300547145772725, "loss_cls": 0.07067362242378294, "loss_rpn_cls": 0.006538393787195673, "loss_rpn_loc": 0.007192129371105693, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5365165378898382, "total_loss": 0.11746437604961102}
{"data_time": 0.003963453695178032, "eta_seconds": 128450.07297524437, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.6159909909909911, "fast_rcnn/fg_cls_accuracy": 0.38400900900900903, "iteration": 2679, "loss_box_reg": 0.033867013989947736, "loss_cls": 0.07196671282872558, "loss_rpn_cls": 0.006483210192527622, "loss_rpn_loc": 0.006351221032673493, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408606475684792, "total_loss": 0.11997084743779851}
{"data_time": 0.003803202183917165, "eta_seconds": 128443.95148126828, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.5058139534883721, "fast_rcnn/fg_cls_accuracy": 0.4852813852813853, "iteration": 2699, "loss_box_reg": 0.035948828561231494, "loss_cls": 0.06976724206469953, "loss_rpn_cls": 0.005232369854638819, "loss_rpn_loc": 0.00704406293516513, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436391395051032, "total_loss": 0.11754356682649814}
{"data_time": 0.003965714247897267, "eta_seconds": 128411.13092858554, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.6499999999999999, "fast_rcnn/fg_cls_accuracy": 0.35, "iteration": 2719, "loss_box_reg": 0.03617395367473364, "loss_cls": 0.0714135852176696, "loss_rpn_cls": 0.00412529002642259, "loss_rpn_loc": 0.004743060562759638, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409595691598952, "total_loss": 0.11892949614684767}
{"data_time": 0.0039802356623113155, "eta_seconds": 128417.59795458242, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.7619047619047619, "fast_rcnn/fg_cls_accuracy": 0.22619047619047616, "iteration": 2739, "loss_box_reg": 0.03756486566271633, "loss_cls": 0.07612652005627751, "loss_rpn_cls": 0.0066887059110740665, "loss_rpn_loc": 0.008039414504310116, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5447178585454822, "total_loss": 0.12903890736561152}
{"data_time": 0.0033788816072046757, "eta_seconds": 128457.69718515011, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.6242983159583, "fast_rcnn/fg_cls_accuracy": 0.37570168404170007, "iteration": 2759, "loss_box_reg": 0.035835947608575225, "loss_cls": 0.07106413203291595, "loss_rpn_cls": 0.00498393979978573, "loss_rpn_loc": 0.007786958864016924, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.547468452481553, "total_loss": 0.12380529547954211}
{"data_time": 0.004198460141196847, "eta_seconds": 128446.86788522429, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.6312217194570136, "fast_rcnn/fg_cls_accuracy": 0.36877828054298645, "iteration": 2779, "loss_box_reg": 0.03526133205741644, "loss_cls": 0.07197545981034636, "loss_rpn_cls": 0.005179062976822024, "loss_rpn_loc": 0.007086527468345594, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5342196433339268, "total_loss": 0.12124735931865871}
{"data_time": 0.0036814194172620773, "eta_seconds": 128422.94637108967, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.7050098879367173, "fast_rcnn/fg_cls_accuracy": 0.2949901120632828, "iteration": 2799, "loss_box_reg": 0.03967918723355979, "loss_cls": 0.07666983013041317, "loss_rpn_cls": 0.006105389322328847, "loss_rpn_loc": 0.006520934381114785, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339602481108159, "total_loss": 0.13190975336328847}
{"data_time": 0.003979177679866552, "eta_seconds": 128395.92910938757, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.6290322580645161, "fast_rcnn/fg_cls_accuracy": 0.3709677419354839, "iteration": 2819, "loss_box_reg": 0.03605482337297872, "loss_cls": 0.06789207714609802, "loss_rpn_cls": 0.004935783992550569, "loss_rpn_loc": 0.007634343266545329, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415733773261309, "total_loss": 0.11779852360268706}
{"data_time": 0.0038394248113036156, "eta_seconds": 128368.17365813488, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5661057692307692, "fast_rcnn/fg_cls_accuracy": 0.4307692307692308, "iteration": 2839, "loss_box_reg": 0.034440272371284664, "loss_cls": 0.0739284916780889, "loss_rpn_cls": 0.0048668159024600754, "loss_rpn_loc": 0.006204779303516261, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5410911818034947, "total_loss": 0.1171778740440459}
{"data_time": 0.0038555264472961426, "eta_seconds": 128320.69486647192, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.5521778584392014, "fast_rcnn/fg_cls_accuracy": 0.4478221415607986, "iteration": 2859, "loss_box_reg": 0.03368890972342342, "loss_cls": 0.06868284870870411, "loss_rpn_cls": 0.005222610391683702, "loss_rpn_loc": 0.006675802389509045, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5323715650010854, "total_loss": 0.11525534011434502}
{"data_time": 0.0034706040751188993, "eta_seconds": 128346.52285152534, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5744134897360704, "fast_rcnn/fg_cls_accuracy": 0.42558651026392963, "iteration": 2879, "loss_box_reg": 0.036502854549326, "loss_cls": 0.07181941019371152, "loss_rpn_cls": 0.0044772821238439064, "loss_rpn_loc": 0.006828919074905571, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.545019386569038, "total_loss": 0.12261191376410352}
{"data_time": 0.0038612098433077335, "eta_seconds": 128368.80539092049, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.562200956937799, "fast_rcnn/fg_cls_accuracy": 0.3771929824561403, "iteration": 2899, "loss_box_reg": 0.03538281959481537, "loss_cls": 0.07298593153245747, "loss_rpn_cls": 0.004909499803034123, "loss_rpn_loc": 0.007209163995867129, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5456172849517316, "total_loss": 0.12103309889062075}
{"data_time": 0.0036119604483246803, "eta_seconds": 128324.8720449158, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.5945378151260504, "fast_rcnn/fg_cls_accuracy": 0.37722298221614226, "iteration": 2919, "loss_box_reg": 0.03763676102971658, "loss_cls": 0.07875321584288031, "loss_rpn_cls": 0.005177573031687643, "loss_rpn_loc": 0.00670041889679851, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541497475001961, "total_loss": 0.1323746888883761}
{"data_time": 0.004067980917170644, "eta_seconds": 128273.33349202177, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.6243243243243244, "fast_rcnn/fg_cls_accuracy": 0.32273449920508746, "iteration": 2939, "loss_box_reg": 0.03787455917336047, "loss_cls": 0.0689975458662957, "loss_rpn_cls": 0.0051804502836603206, "loss_rpn_loc": 0.008293678765767254, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5469694966450334, "total_loss": 0.11980188978122897}
{"data_time": 0.0038894671015441418, "eta_seconds": 128262.51152354176, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.6420250896057347, "fast_rcnn/fg_cls_accuracy": 0.3579749103942652, "iteration": 2959, "loss_box_reg": 0.035398634732700884, "loss_cls": 0.07519365916959941, "loss_rpn_cls": 0.005328815998836944, "loss_rpn_loc": 0.008629762945929542, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5385665628127754, "total_loss": 0.1250409718386436}
{"data_time": 0.003911087987944484, "eta_seconds": 128243.8714999489, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.7058823529411765, "fast_rcnn/fg_cls_accuracy": 0.29411764705882354, "iteration": 2979, "loss_box_reg": 0.034124213561881334, "loss_cls": 0.07010103249922395, "loss_rpn_cls": 0.005765357262134785, "loss_rpn_loc": 0.006977825429203222, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381445421371609, "total_loss": 0.11712443266878836}
{"data_time": 0.004111086949706078, "eta_seconds": 128240.86758658173, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.6293478260869565, "fast_rcnn/fg_cls_accuracy": 0.3706521739130435, "iteration": 2999, "loss_box_reg": 0.035949836717918515, "loss_cls": 0.07275228202342987, "loss_rpn_cls": 0.005505887973413337, "loss_rpn_loc": 0.006705585845338646, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412573483772576, "total_loss": 0.11993884360617812}
{"data_time": 0.0038343798369169235, "eta_seconds": 128190.37602086458, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5696022727272727, "fast_rcnn/fg_cls_accuracy": 0.4303977272727273, "iteration": 3019, "loss_box_reg": 0.03565458726370707, "loss_cls": 0.07330440869554877, "loss_rpn_cls": 0.004228128709655721, "loss_rpn_loc": 0.006848415534477681, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5404435915406793, "total_loss": 0.1179879558749235}
{"data_time": 0.003675892250612378, "eta_seconds": 128156.74922004179, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5366161616161615, "fast_rcnn/fg_cls_accuracy": 0.46338383838383834, "iteration": 3039, "loss_box_reg": 0.033916275133378804, "loss_cls": 0.06766865123063326, "loss_rpn_cls": 0.004756833450301201, "loss_rpn_loc": 0.007265931912115775, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382500244304538, "total_loss": 0.12009481481800321}
{"data_time": 0.0036759711802005768, "eta_seconds": 128126.72724828683, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.6611519607843137, "fast_rcnn/fg_cls_accuracy": 0.3388480392156863, "iteration": 3059, "loss_box_reg": 0.037054242158774287, "loss_cls": 0.07393028284423053, "loss_rpn_cls": 0.005064161927293753, "loss_rpn_loc": 0.006722564430674538, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5408352627418935, "total_loss": 0.12291169294348947}
{"data_time": 0.0035850326530635357, "eta_seconds": 128135.1158290247, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5962962962962963, "fast_rcnn/fg_cls_accuracy": 0.4037037037037037, "iteration": 3079, "loss_box_reg": 0.03306853713002056, "loss_cls": 0.07170339860022068, "loss_rpn_cls": 0.004445415041118395, "loss_rpn_loc": 0.006966281813220121, "lr": 0.001, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434220114257187, "total_loss": 0.11789396407584718}
{"data_time": 0.003749632043763995, "eta_seconds": 128166.70683140773, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.6559139784946236, "fast_rcnn/fg_cls_accuracy": 0.3405797101449275, "iteration": 3099, "loss_box_reg": 0.035099693457596004, "loss_cls": 0.06912273028865457, "loss_rpn_cls": 0.0053036324061395135, "loss_rpn_loc": 0.007638979033799842, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424949768930674, "total_loss": 0.11917198591618217}
{"data_time": 0.0040405066683888435, "eta_seconds": 128170.9326674887, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.724436090225564, "fast_rcnn/fg_cls_accuracy": 0.27556390977443607, "iteration": 3119, "loss_box_reg": 0.034615452867001295, "loss_cls": 0.07204675395041704, "loss_rpn_cls": 0.004899901918179239, "loss_rpn_loc": 0.007559501609648578, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5504071281757206, "total_loss": 0.12246896043870947}
{"data_time": 0.0036729907151311636, "eta_seconds": 128125.46429746691, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5904139433551199, "fast_rcnn/fg_cls_accuracy": 0.4068287037037037, "iteration": 3139, "loss_box_reg": 0.03529423242434859, "loss_cls": 0.0730503499507904, "loss_rpn_cls": 0.004122649601413286, "loss_rpn_loc": 0.007639533163455781, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5389554121065885, "total_loss": 0.11836457804110978}
{"data_time": 0.0037565098609775305, "eta_seconds": 128092.66512071528, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6933760683760684, "fast_rcnn/fg_cls_accuracy": 0.2907088122605364, "iteration": 3159, "loss_box_reg": 0.035169630660675466, "loss_cls": 0.0710752576123923, "loss_rpn_cls": 0.004513837788181263, "loss_rpn_loc": 0.008688173700647894, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5381899797357619, "total_loss": 0.1247594547457993}
{"data_time": 0.003995095379650593, "eta_seconds": 128081.84835629351, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5851190476190475, "fast_rcnn/fg_cls_accuracy": 0.3904761904761905, "iteration": 3179, "loss_box_reg": 0.03383672493509948, "loss_cls": 0.07193967467173934, "loss_rpn_cls": 0.004699920767961885, "loss_rpn_loc": 0.006612843913899269, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5473550183232874, "total_loss": 0.1239749818769269}
{"data_time": 0.004012271296232939, "eta_seconds": 128060.60559725645, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.5058139534883721, "fast_rcnn/fg_cls_accuracy": 0.4941860465116279, "iteration": 3199, "loss_box_reg": 0.03572726302081719, "loss_cls": 0.06904127961024642, "loss_rpn_cls": 0.004429880929819774, "loss_rpn_loc": 0.006965661930735223, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540366786532104, "total_loss": 0.11609869914173032}
{"data_time": 0.0036944530438631773, "eta_seconds": 128078.15463930415, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.518481182795699, "fast_rcnn/fg_cls_accuracy": 0.478713768115942, "iteration": 3219, "loss_box_reg": 0.03227180696558207, "loss_cls": 0.07309330836869776, "loss_rpn_cls": 0.004557664185995236, "loss_rpn_loc": 0.0048462706618011, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5432034763507545, "total_loss": 0.11572459942817659}
{"data_time": 0.0036398014053702354, "eta_seconds": 128049.39806302823, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5701388888888889, "fast_rcnn/fg_cls_accuracy": 0.42986111111111114, "iteration": 3239, "loss_box_reg": 0.03596600762102753, "loss_cls": 0.07589726825244725, "loss_rpn_cls": 0.005259488275441981, "loss_rpn_loc": 0.009340977841929998, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388063446152955, "total_loss": 0.12826670029880916}
{"data_time": 0.003707775380462408, "eta_seconds": 128028.15794570162, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.655603448275862, "fast_rcnn/fg_cls_accuracy": 0.34439655172413797, "iteration": 3259, "loss_box_reg": 0.035390916746109724, "loss_cls": 0.06929880497045815, "loss_rpn_cls": 0.0047937446306605125, "loss_rpn_loc": 0.006307324616500409, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.535804322687909, "total_loss": 0.1185385448852685}
{"data_time": 0.003789624199271202, "eta_seconds": 128045.69980011368, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5811688311688312, "fast_rcnn/fg_cls_accuracy": 0.3693181818181818, "iteration": 3279, "loss_box_reg": 0.03522475797217339, "loss_cls": 0.07314181444235146, "loss_rpn_cls": 0.006235045915673254, "loss_rpn_loc": 0.008564053005102323, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434999701101333, "total_loss": 0.12314174154198554}
{"data_time": 0.0036268385592848063, "eta_seconds": 128016.94776976295, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.5375234521575984, "fast_rcnn/fg_cls_accuracy": 0.44743589743589746, "iteration": 3299, "loss_box_reg": 0.0362500655464828, "loss_cls": 0.07160390075296164, "loss_rpn_cls": 0.00453399787897979, "loss_rpn_loc": 0.006532605737447739, "lr": 0.001, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345992580987513, "total_loss": 0.11735799590678653}
{"data_time": 0.00368815497495234, "eta_seconds": 128060.37302762805, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.6635338345864662, "fast_rcnn/fg_cls_accuracy": 0.3261124121779859, "iteration": 3319, "loss_box_reg": 0.036258807056583464, "loss_cls": 0.07683008792810142, "loss_rpn_cls": 0.004865196458922583, "loss_rpn_loc": 0.008344524256244767, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5429874490946531, "total_loss": 0.12872781356054475}
{"data_time": 0.003945044940337539, "eta_seconds": 128029.07089729188, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.6666666666666666, "fast_rcnn/fg_cls_accuracy": 0.3333333333333333, "iteration": 3339, "loss_box_reg": 0.03459563886281103, "loss_cls": 0.07045644125901163, "loss_rpn_cls": 0.004536864493275061, "loss_rpn_loc": 0.007135442952858284, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5338186763692647, "total_loss": 0.11683418244865607}
{"data_time": 0.0038663712330162525, "eta_seconds": 127997.86021892959, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.608739837398374, "fast_rcnn/fg_cls_accuracy": 0.385752688172043, "iteration": 3359, "loss_box_reg": 0.03433399961795658, "loss_cls": 0.07056298153474927, "loss_rpn_cls": 0.004423201440658886, "loss_rpn_loc": 0.005574590293690562, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5400420716032386, "total_loss": 0.11413452998294815}
{"data_time": 0.003962985007092357, "eta_seconds": 128007.43166296137, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5929541595925297, "fast_rcnn/fg_cls_accuracy": 0.38341493268053856, "iteration": 3379, "loss_box_reg": 0.03224177600350231, "loss_cls": 0.07138364273123443, "loss_rpn_cls": 0.0054567701099585975, "loss_rpn_loc": 0.006516222420032136, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538616230012849, "total_loss": 0.11644754309236305}
{"data_time": 0.003838231088593602, "eta_seconds": 127962.86394765414, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.6885964912280702, "fast_rcnn/fg_cls_accuracy": 0.3114035087719298, "iteration": 3399, "loss_box_reg": 0.03639373916666955, "loss_cls": 0.07242942741140723, "loss_rpn_cls": 0.004147378198467777, "loss_rpn_loc": 0.006804984026530292, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.537132618483156, "total_loss": 0.12116382316526142}
{"data_time": 0.004029367119073868, "eta_seconds": 127952.04718323238, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5916666666666667, "fast_rcnn/fg_cls_accuracy": 0.4083333333333333, "iteration": 3419, "loss_box_reg": 0.036373040988110006, "loss_cls": 0.06970247183926404, "loss_rpn_cls": 0.004716354114407295, "loss_rpn_loc": 0.007353587228863034, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5432989648543298, "total_loss": 0.11986609897576272}
{"data_time": 0.0035747545771300793, "eta_seconds": 127922.20702423854, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6290849673202614, "fast_rcnn/fg_cls_accuracy": 0.35297619047619044, "iteration": 3439, "loss_box_reg": 0.03693645400926471, "loss_cls": 0.07290772744454443, "loss_rpn_cls": 0.00480241156219563, "loss_rpn_loc": 0.005708738186513074, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5334869115613401, "total_loss": 0.12533276934846072}
{"data_time": 0.00416672951541841, "eta_seconds": 127901.64052196941, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5184903748733536, "fast_rcnn/fg_cls_accuracy": 0.4815096251266464, "iteration": 3459, "loss_box_reg": 0.03389228857122362, "loss_cls": 0.06925113662146032, "loss_rpn_cls": 0.004526763994363137, "loss_rpn_loc": 0.006458234354795422, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5395086302887648, "total_loss": 0.1169366285103024}
{"data_time": 0.0038840845227241516, "eta_seconds": 127890.82619037176, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41621621621621624, "fast_rcnn/fg_cls_accuracy": 0.5837837837837838, "iteration": 3479, "loss_box_reg": 0.036383646773174405, "loss_cls": 0.06911799404770136, "loss_rpn_cls": 0.0046417903990914056, "loss_rpn_loc": 0.006734746719303075, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5401997233275324, "total_loss": 0.11982929241457896}
{"data_time": 0.003756552468985319, "eta_seconds": 127889.76155595994, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.6636904761904763, "fast_rcnn/fg_cls_accuracy": 0.31604609929078015, "iteration": 3499, "loss_box_reg": 0.0363828947301954, "loss_cls": 0.07159919571131468, "loss_rpn_cls": 0.00553849700736464, "loss_rpn_loc": 0.007233633303258102, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5436311694793403, "total_loss": 0.12212249970252742}
{"data_time": 0.003933695610612631, "eta_seconds": 127869.19752717647, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5780632411067194, "fast_rcnn/fg_cls_accuracy": 0.38181818181818183, "iteration": 3519, "loss_box_reg": 0.03371062682708725, "loss_cls": 0.06923680391628295, "loss_rpn_cls": 0.005204097507885308, "loss_rpn_loc": 0.006874890474136919, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401044120080769, "total_loss": 0.11478297065650622}
{"data_time": 0.004024425521492958, "eta_seconds": 127825.31253783195, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4604037267080745, "fast_rcnn/fg_cls_accuracy": 0.5395962732919255, "iteration": 3539, "loss_box_reg": 0.033968456787988544, "loss_cls": 0.0723906020866707, "loss_rpn_cls": 0.004280929321794247, "loss_rpn_loc": 0.0052144587389193475, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5365745909512043, "total_loss": 0.1176581466843345}
{"data_time": 0.0035446034744381905, "eta_seconds": 127841.62823174032, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5598290598290598, "fast_rcnn/fg_cls_accuracy": 0.42857142857142855, "iteration": 3559, "loss_box_reg": 0.034139955998398364, "loss_cls": 0.0669451579451561, "loss_rpn_cls": 0.004646274228434777, "loss_rpn_loc": 0.007085112782078795, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5405217974912375, "total_loss": 0.11329181109158526}
{"data_time": 0.0037000596057623625, "eta_seconds": 127837.74706777604, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5308139534883721, "fast_rcnn/fg_cls_accuracy": 0.4691860465116279, "iteration": 3579, "loss_box_reg": 0.0356295759556815, "loss_cls": 0.07211568439379334, "loss_rpn_cls": 0.005062094616732793, "loss_rpn_loc": 0.008586831114371307, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5452935041394085, "total_loss": 0.12355984445912327}
{"data_time": 0.003917254041880369, "eta_seconds": 127826.93265221501, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.6107226107226107, "fast_rcnn/fg_cls_accuracy": 0.36625874125874125, "iteration": 3599, "loss_box_reg": 0.03420577204087749, "loss_cls": 0.06978684617206454, "loss_rpn_cls": 0.004530188860371709, "loss_rpn_loc": 0.009012338479806203, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399083532392979, "total_loss": 0.11607390967719766}
{"data_time": 0.004148411797359586, "eta_seconds": 127824.87061940273, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.578125, "fast_rcnn/fg_cls_accuracy": 0.421875, "iteration": 3619, "loss_box_reg": 0.0327227950328961, "loss_cls": 0.0698278818745166, "loss_rpn_cls": 0.004923975816382153, "loss_rpn_loc": 0.0075673219544114545, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366983180865645, "total_loss": 0.11240490345790022}
{"data_time": 0.0036652726121246815, "eta_seconds": 127822.65615252103, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5714285714285714, "fast_rcnn/fg_cls_accuracy": 0.3688423645320197, "iteration": 3639, "loss_box_reg": 0.034267015755176544, "loss_cls": 0.06916302745230496, "loss_rpn_cls": 0.004725579277874203, "loss_rpn_loc": 0.005345825138647342, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5426021704915911, "total_loss": 0.11575031183201645}
{"data_time": 0.004049497190862894, "eta_seconds": 127811.84026866942, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.7276470588235294, "fast_rcnn/fg_cls_accuracy": 0.2609243697478991, "iteration": 3659, "loss_box_reg": 0.03359234076924622, "loss_cls": 0.07221904979087412, "loss_rpn_cls": 0.004411885831359541, "loss_rpn_loc": 0.006645795619988348, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.538040338549763, "total_loss": 0.1192583176161861}
{"data_time": 0.00378512148745358, "eta_seconds": 127811.42924574949, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.5190199871050936, "fast_rcnn/fg_cls_accuracy": 0.4809800128949065, "iteration": 3679, "loss_box_reg": 0.03571627184282988, "loss_cls": 0.0673797675408423, "loss_rpn_cls": 0.004964693358488148, "loss_rpn_loc": 0.007946853002067655, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5448714478407055, "total_loss": 0.1165975718217851}
{"data_time": 0.003717136802151799, "eta_seconds": 127818.5159257804, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5571120689655172, "fast_rcnn/fg_cls_accuracy": 0.44288793103448276, "iteration": 3699, "loss_box_reg": 0.035796549229416996, "loss_cls": 0.06799303041771054, "loss_rpn_cls": 0.005195863715471205, "loss_rpn_loc": 0.008498772422171896, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5436961760278791, "total_loss": 0.11854866841713374}
{"data_time": 0.003761627245694399, "eta_seconds": 127807.69764605025, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.5119658119658119, "fast_rcnn/fg_cls_accuracy": 0.48108974358974355, "iteration": 3719, "loss_box_reg": 0.03365106275305152, "loss_cls": 0.0716658637393266, "loss_rpn_cls": 0.003634960683484678, "loss_rpn_loc": 0.006113042974902783, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420084237121046, "total_loss": 0.12185528720237926}
{"data_time": 0.00384608400054276, "eta_seconds": 127798.54844335094, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5058035714285714, "fast_rcnn/fg_cls_accuracy": 0.49327731092436977, "iteration": 3739, "loss_box_reg": 0.0339578774292022, "loss_cls": 0.07034938398282975, "loss_rpn_cls": 0.0053967348831065465, "loss_rpn_loc": 0.006189122723299079, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5438806575257331, "total_loss": 0.11519794139530859}
{"data_time": 0.0038888510316610336, "eta_seconds": 127750.36422213935, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5774509803921568, "fast_rcnn/fg_cls_accuracy": 0.4078054298642534, "iteration": 3759, "loss_box_reg": 0.03253890969790518, "loss_cls": 0.0726187766995281, "loss_rpn_cls": 0.00417411582020577, "loss_rpn_loc": 0.005917225618759403, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5398451543878764, "total_loss": 0.11468976575883971}
{"data_time": 0.003718398045748472, "eta_seconds": 127761.0979286721, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5618686868686869, "fast_rcnn/fg_cls_accuracy": 0.43813131313131315, "iteration": 3779, "loss_box_reg": 0.03426180500537157, "loss_cls": 0.06779820460360497, "loss_rpn_cls": 0.004837881713228853, "loss_rpn_loc": 0.00675177936500404, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5477847130969167, "total_loss": 0.11538853458478115}
{"data_time": 0.003791389986872673, "eta_seconds": 127750.28084653895, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5434243176178659, "fast_rcnn/fg_cls_accuracy": 0.4403508771929825, "iteration": 3799, "loss_box_reg": 0.03525114769581705, "loss_cls": 0.07120201294310391, "loss_rpn_cls": 0.004118511829801719, "loss_rpn_loc": 0.008129671397909988, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5360322035849094, "total_loss": 0.12125343775824149}
{"data_time": 0.0038669565692543983, "eta_seconds": 127717.9184491646, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5616883116883118, "fast_rcnn/fg_cls_accuracy": 0.39545454545454545, "iteration": 3819, "loss_box_reg": 0.03588527988176793, "loss_cls": 0.0656516196904704, "loss_rpn_cls": 0.004215468685288215, "loss_rpn_loc": 0.007589297216327395, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5342016429640353, "total_loss": 0.11529516747759772}
{"data_time": 0.003935819724574685, "eta_seconds": 127714.49731400493, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.6566496163682864, "fast_rcnn/fg_cls_accuracy": 0.3426916221033868, "iteration": 3839, "loss_box_reg": 0.035554768750444055, "loss_cls": 0.07428088830783963, "loss_rpn_cls": 0.0046353375118997064, "loss_rpn_loc": 0.006915127793035936, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5454948821570724, "total_loss": 0.12196479250269476}
{"data_time": 0.0038938485085964203, "eta_seconds": 127731.96968793916, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5930735930735931, "fast_rcnn/fg_cls_accuracy": 0.4069264069264069, "iteration": 3859, "loss_box_reg": 0.03327489225193858, "loss_cls": 0.07072267006151378, "loss_rpn_cls": 0.004648388050554786, "loss_rpn_loc": 0.006038614672434051, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544759527547285, "total_loss": 0.11670188145171778}
{"data_time": 0.004138583550229669, "eta_seconds": 127763.54185516736, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4119601328903654, "fast_rcnn/fg_cls_accuracy": 0.5880398671096345, "iteration": 3879, "loss_box_reg": 0.034465111093595624, "loss_cls": 0.06938490085303783, "loss_rpn_cls": 0.0035173768974345876, "loss_rpn_loc": 0.006527189572807401, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5516801632475108, "total_loss": 0.11803274896738003}
{"data_time": 0.004206561949104071, "eta_seconds": 127715.83182246191, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5764358108108107, "fast_rcnn/fg_cls_accuracy": 0.3697447447447447, "iteration": 3899, "loss_box_reg": 0.03424620791338384, "loss_cls": 0.07088678772561252, "loss_rpn_cls": 0.0049647405294308555, "loss_rpn_loc": 0.005652203359204577, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5347865764051676, "total_loss": 0.11793298361135385}
{"data_time": 0.0038511327002197504, "eta_seconds": 127740.22723100916, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5862068965517241, "fast_rcnn/fg_cls_accuracy": 0.41379310344827586, "iteration": 3919, "loss_box_reg": 0.033548610168509185, "loss_cls": 0.06963370833545923, "loss_rpn_cls": 0.0043372463651394355, "loss_rpn_loc": 0.007548860583483474, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544718922348693, "total_loss": 0.11695785992651508}
{"data_time": 0.003843837883323431, "eta_seconds": 127694.19433141826, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.6107226107226107, "fast_rcnn/fg_cls_accuracy": 0.3892773892773893, "iteration": 3939, "loss_box_reg": 0.03329145919997245, "loss_cls": 0.06788169546052814, "loss_rpn_cls": 0.003745526903458085, "loss_rpn_loc": 0.007134745770599693, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5344209061004221, "total_loss": 0.11271270171982906}
{"data_time": 0.0038149869069457054, "eta_seconds": 127718.58377351263, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6113296616837136, "fast_rcnn/fg_cls_accuracy": 0.3827375762859634, "iteration": 3959, "loss_box_reg": 0.03389106295071542, "loss_cls": 0.07032559311483055, "loss_rpn_cls": 0.005121196420077467, "loss_rpn_loc": 0.008329914606292732, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5469187984708697, "total_loss": 0.12153873507031676}
{"data_time": 0.003507844638079405, "eta_seconds": 127727.64000014402, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.6475155279503106, "fast_rcnn/fg_cls_accuracy": 0.35248447204968947, "iteration": 3979, "loss_box_reg": 0.03362031851429492, "loss_cls": 0.07039212994277477, "loss_rpn_cls": 0.0042571722738102835, "loss_rpn_loc": 0.006330530988634564, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.545621202327311, "total_loss": 0.11491426286102069}
{"data_time": 0.0035380569752305746, "eta_seconds": 127711.78233685484, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5927568366592757, "fast_rcnn/fg_cls_accuracy": 0.4072431633407243, "iteration": 3999, "loss_box_reg": 0.034261635737493634, "loss_cls": 0.07179646799340844, "loss_rpn_cls": 0.004716697127150837, "loss_rpn_loc": 0.00620076889754273, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360235492698848, "total_loss": 0.11702301460900344}
{"data_time": 0.003490486880764365, "eta_seconds": 127732.4756083109, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.45490716180371354, "fast_rcnn/fg_cls_accuracy": 0.5450928381962865, "iteration": 4019, "loss_box_reg": 0.0349401900311932, "loss_cls": 0.06569394690450281, "loss_rpn_cls": 0.004556841857265681, "loss_rpn_loc": 0.006035138787410688, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5464335980359465, "total_loss": 0.11357249317734386}
{"data_time": 0.0037564539816230536, "eta_seconds": 127703.52295351331, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5817307692307692, "fast_rcnn/fg_cls_accuracy": 0.4182692307692308, "iteration": 4039, "loss_box_reg": 0.03469850425608456, "loss_cls": 0.07233455288223922, "loss_rpn_cls": 0.004588220608638949, "loss_rpn_loc": 0.007095796201610938, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.535356109496206, "total_loss": 0.11917341997468611}
{"data_time": 0.0037696375511586666, "eta_seconds": 127702.777627412, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5305555555555556, "fast_rcnn/fg_cls_accuracy": 0.46862745098039216, "iteration": 4059, "loss_box_reg": 0.03392654762137681, "loss_cls": 0.07001485279761255, "loss_rpn_cls": 0.0038554690268028935, "loss_rpn_loc": 0.007447593656252138, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5410968069918454, "total_loss": 0.11600446774582451}
{"data_time": 0.0036337345372885466, "eta_seconds": 127655.32315216749, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.6515151515151515, "fast_rcnn/fg_cls_accuracy": 0.3, "iteration": 4079, "loss_box_reg": 0.03304633195511997, "loss_cls": 0.0674283595290035, "loss_rpn_cls": 0.004014857651782222, "loss_rpn_loc": 0.006849021738162264, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5347975394688547, "total_loss": 0.1142976721857849}
{"data_time": 0.00357990525662899, "eta_seconds": 127644.5012818675, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4863799283154122, "fast_rcnn/fg_cls_accuracy": 0.45925925925925926, "iteration": 4099, "loss_box_reg": 0.03332468192093074, "loss_cls": 0.06775378389284015, "loss_rpn_cls": 0.005662170766299823, "loss_rpn_loc": 0.006422072357963771, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5448377600405365, "total_loss": 0.11257489413719668}
{"data_time": 0.003834031755104661, "eta_seconds": 127615.42384059867, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.687111801242236, "fast_rcnn/fg_cls_accuracy": 0.31288819875776397, "iteration": 4119, "loss_box_reg": 0.029958216357044876, "loss_cls": 0.06522829597815871, "loss_rpn_cls": 0.004338615939559531, "loss_rpn_loc": 0.007439262939442415, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5438638057094067, "total_loss": 0.10896036093527073}
{"data_time": 0.003845829516649246, "eta_seconds": 127629.17657740391, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5552123552123551, "fast_rcnn/fg_cls_accuracy": 0.44478764478764476, "iteration": 4139, "loss_box_reg": 0.03380963776726276, "loss_cls": 0.07106753229163587, "loss_rpn_cls": 0.004789933171196026, "loss_rpn_loc": 0.007594409438752336, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5459931395016611, "total_loss": 0.11706574162371908}
{"data_time": 0.0035788158420473337, "eta_seconds": 127628.98752398463, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.6931372549019608, "fast_rcnn/fg_cls_accuracy": 0.2779069767441861, "iteration": 4159, "loss_box_reg": 0.035838349955156446, "loss_cls": 0.06995189050212502, "loss_rpn_cls": 0.004879601676293532, "loss_rpn_loc": 0.006347017326334026, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395366672892123, "total_loss": 0.12007484544665203}
{"data_time": 0.0039204987697303295, "eta_seconds": 127595.62334539206, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.6739386792452831, "fast_rcnn/fg_cls_accuracy": 0.32606132075471694, "iteration": 4179, "loss_box_reg": 0.035424966481514275, "loss_cls": 0.07009988743811846, "loss_rpn_cls": 0.0035785581667369115, "loss_rpn_loc": 0.006205160665558651, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5363267010543495, "total_loss": 0.11631845995543699}
{"data_time": 0.003721375949680805, "eta_seconds": 127584.80194921908, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.6169172932330826, "fast_rcnn/fg_cls_accuracy": 0.3830827067669173, "iteration": 4199, "loss_box_reg": 0.03527739184210077, "loss_cls": 0.07183544291183352, "loss_rpn_cls": 0.003925411041564075, "loss_rpn_loc": 0.0072231881495099515, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5397567513864487, "total_loss": 0.11887360271157377}
{"data_time": 0.003898635972291231, "eta_seconds": 127544.3033768367, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.588125, "fast_rcnn/fg_cls_accuracy": 0.411875, "iteration": 4219, "loss_box_reg": 0.032289820490404963, "loss_cls": 0.06851112190634012, "loss_rpn_cls": 0.003965764697568375, "loss_rpn_loc": 0.006307659336016513, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405217232182622, "total_loss": 0.11410426152178843}
{"data_time": 0.003999098902568221, "eta_seconds": 127547.53436872945, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.550125313283208, "fast_rcnn/fg_cls_accuracy": 0.449874686716792, "iteration": 4239, "loss_box_reg": 0.0330515899695456, "loss_cls": 0.06804863968864083, "loss_rpn_cls": 0.0033556720554770436, "loss_rpn_loc": 0.005410762933024671, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5426180313806981, "total_loss": 0.11182453769652057}
{"data_time": 0.004026338923722506, "eta_seconds": 127574.87098465348, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.6062271062271063, "fast_rcnn/fg_cls_accuracy": 0.36996336996337, "iteration": 4259, "loss_box_reg": 0.035204136511310935, "loss_cls": 0.07049632188864052, "loss_rpn_cls": 0.004405996721743577, "loss_rpn_loc": 0.005617945316771511, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5463471885304898, "total_loss": 0.1183502811818471}
{"data_time": 0.003634024178609252, "eta_seconds": 127541.51636452717, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4867424242424242, "fast_rcnn/fg_cls_accuracy": 0.5132575757575757, "iteration": 4279, "loss_box_reg": 0.03349739743862301, "loss_cls": 0.0695783426053822, "loss_rpn_cls": 0.0041214299426428624, "loss_rpn_loc": 0.007411979720927775, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373915794771165, "total_loss": 0.1124544111207797}
{"data_time": 0.004235764499753714, "eta_seconds": 127515.07415664126, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5924908424908425, "fast_rcnn/fg_cls_accuracy": 0.4075091575091575, "iteration": 4299, "loss_box_reg": 0.03458568500354886, "loss_cls": 0.07035284489393234, "loss_rpn_cls": 0.005228594484378846, "loss_rpn_loc": 0.004962372702721041, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374925804790109, "total_loss": 0.12159370686094917}
{"data_time": 0.003888580948114395, "eta_seconds": 127490.20898272656, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5278637770897833, "fast_rcnn/fg_cls_accuracy": 0.47213622291021673, "iteration": 4319, "loss_box_reg": 0.03302249894477427, "loss_cls": 0.07022061455063522, "loss_rpn_cls": 0.0037529893652390456, "loss_rpn_loc": 0.006027781011653133, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5460186689160764, "total_loss": 0.11754789618134964}
{"data_time": 0.003454717108979821, "eta_seconds": 127493.43401524913, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5267477203647416, "fast_rcnn/fg_cls_accuracy": 0.47325227963525834, "iteration": 4339, "loss_box_reg": 0.0321812778711319, "loss_cls": 0.06608074763789773, "loss_rpn_cls": 0.0040697146869206335, "loss_rpn_loc": 0.008027993098949082, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5386052937246859, "total_loss": 0.11649657562884386}
{"data_time": 0.0038438045885413885, "eta_seconds": 127468.5712250825, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.44948979591836735, "fast_rcnn/fg_cls_accuracy": 0.5505102040816326, "iteration": 4359, "loss_box_reg": 0.03518483764491975, "loss_cls": 0.06791310687549412, "loss_rpn_cls": 0.004182888156719855, "loss_rpn_loc": 0.005694824169040658, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5379051775671542, "total_loss": 0.11386638400563243}
{"data_time": 0.003803792642429471, "eta_seconds": 127471.79387385701, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.47916666666666663, "fast_rcnn/fg_cls_accuracy": 0.5208333333333333, "iteration": 4379, "loss_box_reg": 0.030886370281223208, "loss_cls": 0.06530257151462138, "loss_rpn_cls": 0.0036629637361329515, "loss_rpn_loc": 0.009468229669437278, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5420330523047596, "total_loss": 0.1061786145246515}
{"data_time": 0.003885552054271102, "eta_seconds": 127480.84534917586, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.5156402737047898, "fast_rcnn/fg_cls_accuracy": 0.4787775891341256, "iteration": 4399, "loss_box_reg": 0.037540956400334835, "loss_cls": 0.07435768307186663, "loss_rpn_cls": 0.003312137254397385, "loss_rpn_loc": 0.006211773681570776, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5431574434041977, "total_loss": 0.12369500672866707}
{"data_time": 0.0035871330182999372, "eta_seconds": 127497.86465098732, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5037878787878788, "fast_rcnn/fg_cls_accuracy": 0.4962121212121212, "iteration": 4419, "loss_box_reg": 0.03362638270482421, "loss_cls": 0.06920137896668166, "loss_rpn_cls": 0.004188220456853742, "loss_rpn_loc": 0.006261408765567467, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5512696406804025, "total_loss": 0.11532315379008651}
{"data_time": 0.0035788065288215876, "eta_seconds": 127521.98735344876, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.44345238095238093, "fast_rcnn/fg_cls_accuracy": 0.5069444444444444, "iteration": 4439, "loss_box_reg": 0.032272136479150504, "loss_cls": 0.06957563851028681, "loss_rpn_cls": 0.005340010499821801, "loss_rpn_loc": 0.007581575351650827, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5484259419608861, "total_loss": 0.11837100271304735}
{"data_time": 0.0038577609229832888, "eta_seconds": 127515.56905589532, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.6219219219219219, "fast_rcnn/fg_cls_accuracy": 0.3780780780780781, "iteration": 4459, "loss_box_reg": 0.032036101387348026, "loss_cls": 0.06901023688260466, "loss_rpn_cls": 0.004534896760560514, "loss_rpn_loc": 0.006294308841461316, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5450579077005386, "total_loss": 0.1134214254689141}
{"data_time": 0.004039215389639139, "eta_seconds": 127518.60618124134, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5282828282828282, "fast_rcnn/fg_cls_accuracy": 0.4717171717171717, "iteration": 4479, "loss_box_reg": 0.033377080340869725, "loss_cls": 0.06934788450598717, "loss_rpn_cls": 0.004491751019486401, "loss_rpn_loc": 0.007178785075666383, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5473160175606608, "total_loss": 0.11609073232875744}
{"data_time": 0.0037473051343113184, "eta_seconds": 127454.56816624501, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6296583850931676, "fast_rcnn/fg_cls_accuracy": 0.3405797101449275, "iteration": 4499, "loss_box_reg": 0.03613160038366914, "loss_cls": 0.06648974074050784, "loss_rpn_cls": 0.003599709435547993, "loss_rpn_loc": 0.006306661358394194, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5383011044468731, "total_loss": 0.1127148621426386}
{"data_time": 0.0036664344370365143, "eta_seconds": 127415.9148037117, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5977801268498943, "fast_rcnn/fg_cls_accuracy": 0.4022198731501057, "iteration": 4519, "loss_box_reg": 0.03277366503607482, "loss_cls": 0.06461234553717077, "loss_rpn_cls": 0.003488938365080685, "loss_rpn_loc": 0.005439647808088921, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377264604903758, "total_loss": 0.10774172126821213}
{"data_time": 0.004191555315628648, "eta_seconds": 127467.85191194806, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4955555555555555, "fast_rcnn/fg_cls_accuracy": 0.5044444444444445, "iteration": 4539, "loss_box_reg": 0.03267784864874557, "loss_cls": 0.06612736289389431, "loss_rpn_cls": 0.004193595444576204, "loss_rpn_loc": 0.007130949779821094, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5469016435090452, "total_loss": 0.1122209311511142}
{"data_time": 0.0037860313896089792, "eta_seconds": 127490.19397140178, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.6399572649572649, "fast_rcnn/fg_cls_accuracy": 0.36004273504273504, "iteration": 4559, "loss_box_reg": 0.03569893795065582, "loss_cls": 0.06992387562058866, "loss_rpn_cls": 0.004552991184027633, "loss_rpn_loc": 0.005669682621373795, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5463074306026101, "total_loss": 0.1120547648606589}
{"data_time": 0.003574927570298314, "eta_seconds": 127479.36406548298, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.6175986842105263, "fast_rcnn/fg_cls_accuracy": 0.3824013157894737, "iteration": 4579, "loss_box_reg": 0.03302157437428832, "loss_cls": 0.06867952947504818, "loss_rpn_cls": 0.0041523081381455995, "loss_rpn_loc": 0.00635987552232109, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5442405408248305, "total_loss": 0.11440179550663743}
{"data_time": 0.0037338274996727705, "eta_seconds": 127450.31414785353, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.5611045828437133, "fast_rcnn/fg_cls_accuracy": 0.390302066772655, "iteration": 4599, "loss_box_reg": 0.031089468393474817, "loss_cls": 0.06782725208904594, "loss_rpn_cls": 0.004519508892599333, "loss_rpn_loc": 0.006934808116056956, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366043015383184, "total_loss": 0.11179716920014471}
{"data_time": 0.003818662604317069, "eta_seconds": 127457.70425364538, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6418764302059496, "fast_rcnn/fg_cls_accuracy": 0.35812356979405036, "iteration": 4619, "loss_box_reg": 0.029937652871012688, "loss_cls": 0.06314317049691454, "loss_rpn_cls": 0.003913060359991505, "loss_rpn_loc": 0.008680376762640662, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5397724325302988, "total_loss": 0.10751609365843251}
{"data_time": 0.0038322967011481524, "eta_seconds": 127465.35303947376, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.6846846846846847, "fast_rcnn/fg_cls_accuracy": 0.3153153153153153, "iteration": 4639, "loss_box_reg": 0.03075076319510117, "loss_cls": 0.07447373040486127, "loss_rpn_cls": 0.004284383237973088, "loss_rpn_loc": 0.007241946193971671, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5439919452182949, "total_loss": 0.11780136342349579}
{"data_time": 0.0036695210728794336, "eta_seconds": 127436.04444180778, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5575657894736843, "fast_rcnn/fg_cls_accuracy": 0.4141604010025063, "iteration": 4659, "loss_box_reg": 0.03221874556038529, "loss_cls": 0.06623116903938353, "loss_rpn_cls": 0.004102440975202626, "loss_rpn_loc": 0.006074210345104802, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5318539808504283, "total_loss": 0.10949295721047747}
{"data_time": 0.0037149866111576557, "eta_seconds": 127425.21453588898, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5557275541795665, "fast_rcnn/fg_cls_accuracy": 0.44427244582043346, "iteration": 4679, "loss_box_reg": 0.032399439136497676, "loss_cls": 0.06327987089753151, "loss_rpn_cls": 0.004295541664760094, "loss_rpn_loc": 0.0068668268286273815, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5431566080078483, "total_loss": 0.10827795770364901}
{"data_time": 0.0039445755537599325, "eta_seconds": 127414.38462997018, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5773809523809523, "fast_rcnn/fg_cls_accuracy": 0.4226190476190476, "iteration": 4699, "loss_box_reg": 0.030864002997986972, "loss_cls": 0.06564944633282721, "loss_rpn_cls": 0.004435840643964184, "loss_rpn_loc": 0.006314752641628729, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5441579024773091, "total_loss": 0.10708132683521399}
{"data_time": 0.0033524464815855026, "eta_seconds": 127409.60206699069, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4913793103448276, "fast_rcnn/fg_cls_accuracy": 0.4861111111111111, "iteration": 4719, "loss_box_reg": 0.03166821924969554, "loss_cls": 0.06740860920399427, "loss_rpn_cls": 0.004312809362090775, "loss_rpn_loc": 0.006589870299649192, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5435757914092392, "total_loss": 0.11098417930952564}
{"data_time": 0.0039016942027956247, "eta_seconds": 127376.33053462254, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4733194733194733, "fast_rcnn/fg_cls_accuracy": 0.5125078173858661, "iteration": 4739, "loss_box_reg": 0.03536564367823303, "loss_cls": 0.06844371987972409, "loss_rpn_cls": 0.0039799069620585215, "loss_rpn_loc": 0.006058642582502216, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5402918804902583, "total_loss": 0.1150615561655286}
{"data_time": 0.0035251404624432325, "eta_seconds": 127374.33247265266, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5672905525846703, "fast_rcnn/fg_cls_accuracy": 0.4327094474153298, "iteration": 4759, "loss_box_reg": 0.03278582729399204, "loss_cls": 0.06821682420559227, "loss_rpn_cls": 0.003911663243343355, "loss_rpn_loc": 0.007001487509114668, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427441010251641, "total_loss": 0.11618346802470114}
{"data_time": 0.003793509444221854, "eta_seconds": 127354.67351020547, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5266106442577031, "fast_rcnn/fg_cls_accuracy": 0.4733893557422969, "iteration": 4779, "loss_box_reg": 0.03411641577258706, "loss_cls": 0.06754118041135371, "loss_rpn_cls": 0.004044647173486737, "loss_rpn_loc": 0.00765682800556533, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398045999463648, "total_loss": 0.11333327421652939}
{"data_time": 0.0034828828647732735, "eta_seconds": 127331.50219076779, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5219534050179211, "fast_rcnn/fg_cls_accuracy": 0.47804659498207885, "iteration": 4799, "loss_box_reg": 0.03181211301125586, "loss_cls": 0.06828607944771647, "loss_rpn_cls": 0.0040165720965887886, "loss_rpn_loc": 0.005068035254225833, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341709554195404, "total_loss": 0.10683528589288471}
{"data_time": 0.0035777429584413767, "eta_seconds": 127320.67472811323, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.5222222222222221, "fast_rcnn/fg_cls_accuracy": 0.4542635658914729, "iteration": 4819, "loss_box_reg": 0.030937678646296263, "loss_cls": 0.06611723906826228, "loss_rpn_cls": 0.004004338392405771, "loss_rpn_loc": 0.005747446819441393, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354425485711545, "total_loss": 0.11026667436590287}
{"data_time": 0.0037503752391785383, "eta_seconds": 127305.44558744598, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.5794736842105264, "fast_rcnn/fg_cls_accuracy": 0.42052631578947364, "iteration": 4839, "loss_box_reg": 0.0312794191413559, "loss_cls": 0.06372820236720145, "loss_rpn_cls": 0.003879948862049787, "loss_rpn_loc": 0.00570250323653454, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5394590960349888, "total_loss": 0.10327337351736787}
{"data_time": 0.00395079655572772, "eta_seconds": 127294.61849914584, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5746031746031746, "fast_rcnn/fg_cls_accuracy": 0.4253968253968254, "iteration": 4859, "loss_box_reg": 0.03249143995344639, "loss_cls": 0.06761372555047274, "loss_rpn_cls": 0.0038233523664530367, "loss_rpn_loc": 0.0060444825066952035, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5435455995611846, "total_loss": 0.11524275461761135}
{"data_time": 0.003956659929826856, "eta_seconds": 127204.99418184976, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.542483660130719, "fast_rcnn/fg_cls_accuracy": 0.45079365079365075, "iteration": 4879, "loss_box_reg": 0.03168437595013529, "loss_cls": 0.06666743126697838, "loss_rpn_cls": 0.0041035981084860396, "loss_rpn_loc": 0.0070294303659466095, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5408470560796559, "total_loss": 0.10917132369627325}
{"data_time": 0.0040061750914901495, "eta_seconds": 127203.45162563212, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.578962703962704, "fast_rcnn/fg_cls_accuracy": 0.421037296037296, "iteration": 4899, "loss_box_reg": 0.03294379205908626, "loss_cls": 0.06583862798288465, "loss_rpn_cls": 0.004088049758138368, "loss_rpn_loc": 0.006269192323088646, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5422076492104679, "total_loss": 0.11372690155121745}
{"data_time": 0.0037695339415222406, "eta_seconds": 127183.35341064143, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.48601398601398604, "fast_rcnn/fg_cls_accuracy": 0.513986013986014, "iteration": 4919, "loss_box_reg": 0.03326863830443472, "loss_cls": 0.06943461636546999, "loss_rpn_cls": 0.0037888214383201557, "loss_rpn_loc": 0.007983731899003033, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.542647470254451, "total_loss": 0.11372997484340885}
{"data_time": 0.003739334875717759, "eta_seconds": 127172.53302503726, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.6165158371040724, "fast_rcnn/fg_cls_accuracy": 0.38348416289592757, "iteration": 4939, "loss_box_reg": 0.03367071633692831, "loss_cls": 0.06824945658445358, "loss_rpn_cls": 0.0043927535825787345, "loss_rpn_loc": 0.006233035652257968, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398327638395131, "total_loss": 0.11252043265812972}
{"data_time": 0.003980159061029553, "eta_seconds": 127135.23757282854, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.45640243902439026, "fast_rcnn/fg_cls_accuracy": 0.4959473150962513, "iteration": 4959, "loss_box_reg": 0.03375991166103631, "loss_cls": 0.06359064904972911, "loss_rpn_cls": 0.005316518065228593, "loss_rpn_loc": 0.00651913188630715, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5334304985590279, "total_loss": 0.11199051279891137}
{"data_time": 0.0036514485254883766, "eta_seconds": 127103.37414786452, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5710178263369753, "fast_rcnn/fg_cls_accuracy": 0.4289821736630247, "iteration": 4979, "loss_box_reg": 0.03450795402750373, "loss_cls": 0.06363261956721544, "loss_rpn_cls": 0.0039779910366632976, "loss_rpn_loc": 0.005577257550612558, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5415220106951892, "total_loss": 0.10864425970703451}
{"data_time": 0.003909459570422769, "eta_seconds": 127113.60130722844, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5853365384615384, "fast_rcnn/fg_cls_accuracy": 0.41466346153846156, "iteration": 4999, "loss_box_reg": 0.03219626983627677, "loss_cls": 0.0613719429820776, "loss_rpn_cls": 0.0041804674874583725, "loss_rpn_loc": 0.007223139895359054, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5474577110726386, "total_loss": 0.10867476960356726}
{"data_time": 0.0040352188516408205, "eta_seconds": 127061.89119041618, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5283114256825076, "fast_rcnn/fg_cls_accuracy": 0.4587486157253599, "iteration": 5019, "loss_box_reg": 0.03181367181241512, "loss_cls": 0.06485019368119538, "loss_rpn_cls": 0.0034572493505038437, "loss_rpn_loc": 0.006395788495865418, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417333028744906, "total_loss": 0.11034962594749231}
{"data_time": 0.003876935923472047, "eta_seconds": 127042.25960727292, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4037037037037037, "fast_rcnn/fg_cls_accuracy": 0.5757080610021786, "iteration": 5039, "loss_box_reg": 0.028708547295536846, "loss_cls": 0.06438466859981418, "loss_rpn_cls": 0.004365427385437215, "loss_rpn_loc": 0.006805922464991454, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5291173562873155, "total_loss": 0.10812055519818387}
{"data_time": 0.003915128065273166, "eta_seconds": 127031.44570542476, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.574106364428945, "fast_rcnn/fg_cls_accuracy": 0.425893635571055, "iteration": 5059, "loss_box_reg": 0.03285182028776035, "loss_cls": 0.07001801556907594, "loss_rpn_cls": 0.0042509028371569, "loss_rpn_loc": 0.005942865704128053, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5411086459644139, "total_loss": 0.11465469629729341}
{"data_time": 0.003751821117475629, "eta_seconds": 127049.29243850755, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.6761904761904762, "fast_rcnn/fg_cls_accuracy": 0.32380952380952377, "iteration": 5079, "loss_box_reg": 0.03432175173657015, "loss_cls": 0.07202989258803427, "loss_rpn_cls": 0.004313544891374477, "loss_rpn_loc": 0.005327877981471829, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5381969381123781, "total_loss": 0.11797472953526267}
{"data_time": 0.004006691509857774, "eta_seconds": 127009.81790172844, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.6183473389355743, "fast_rcnn/fg_cls_accuracy": 0.38165266106442575, "iteration": 5099, "loss_box_reg": 0.03196401952300221, "loss_cls": 0.06459654029458761, "loss_rpn_cls": 0.004308043322453159, "loss_rpn_loc": 0.006263566327106673, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5375058588106185, "total_loss": 0.1099170595925898}
{"data_time": 0.0037790939677506685, "eta_seconds": 126964.70761275967, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5989057239057239, "fast_rcnn/fg_cls_accuracy": 0.40109427609427606, "iteration": 5119, "loss_box_reg": 0.030827235197648406, "loss_cls": 0.06365405581891537, "loss_rpn_cls": 0.0037389645076473244, "loss_rpn_loc": 0.0071523519363836385, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.539448045892641, "total_loss": 0.10928899620557786}
{"data_time": 0.004076613578945398, "eta_seconds": 126949.79973834101, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6073717948717949, "fast_rcnn/fg_cls_accuracy": 0.3732142857142857, "iteration": 5139, "loss_box_reg": 0.03109861462144181, "loss_cls": 0.06788965547457337, "loss_rpn_cls": 0.0034956950728428637, "loss_rpn_loc": 0.00813872809521854, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.541214213008061, "total_loss": 0.1082078936688049}
{"data_time": 0.0037926279474049807, "eta_seconds": 126930.72171001765, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.6132478632478633, "fast_rcnn/fg_cls_accuracy": 0.36730769230769234, "iteration": 5159, "loss_box_reg": 0.031062227091751993, "loss_cls": 0.06185731431469321, "loss_rpn_cls": 0.002991169381857617, "loss_rpn_loc": 0.00735306648130063, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367933684028685, "total_loss": 0.10561260824988494}
{"data_time": 0.0037301748525351286, "eta_seconds": 126911.2356398378, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4616477272727273, "fast_rcnn/fg_cls_accuracy": 0.5383522727272727, "iteration": 5179, "loss_box_reg": 0.03281132457777858, "loss_cls": 0.06874211854301393, "loss_rpn_cls": 0.004791970221049269, "loss_rpn_loc": 0.006709960005537141, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5371226102579385, "total_loss": 0.1191412538591976}
{"data_time": 0.0037467230577021837, "eta_seconds": 126917.36784039158, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.6235294117647059, "fast_rcnn/fg_cls_accuracy": 0.2976827094474154, "iteration": 5199, "loss_box_reg": 0.032026293920353055, "loss_cls": 0.06789881468284875, "loss_rpn_cls": 0.0049254554132858175, "loss_rpn_loc": 0.0069776692907908, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418570199981332, "total_loss": 0.11261831064166472}
{"data_time": 0.004126627929508686, "eta_seconds": 126906.55720774177, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5446947674418605, "fast_rcnn/fg_cls_accuracy": 0.45530523255813954, "iteration": 5219, "loss_box_reg": 0.03314560337457806, "loss_cls": 0.06971108145080507, "loss_rpn_cls": 0.003968725204686052, "loss_rpn_loc": 0.005134633076522732, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5422815305646509, "total_loss": 0.11243455832709515}
{"data_time": 0.003978899214416742, "eta_seconds": 126895.74657509197, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5107159142726858, "fast_rcnn/fg_cls_accuracy": 0.4892840857273142, "iteration": 5239, "loss_box_reg": 0.03288366296328604, "loss_cls": 0.06555994623340666, "loss_rpn_cls": 0.0037773620160805876, "loss_rpn_loc": 0.007688193079957273, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404985018540174, "total_loss": 0.1123936172161848}
{"data_time": 0.003784801345318556, "eta_seconds": 126872.24267028272, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5192307692307692, "fast_rcnn/fg_cls_accuracy": 0.4807692307692308, "iteration": 5259, "loss_box_reg": 0.0308372761355713, "loss_cls": 0.06678587663918734, "loss_rpn_cls": 0.003491761344776023, "loss_rpn_loc": 0.006598295112780761, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5427852692082524, "total_loss": 0.10972325012789952}
{"data_time": 0.003981125773862004, "eta_seconds": 126851.57880615536, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5647321428571428, "fast_rcnn/fg_cls_accuracy": 0.43526785714285715, "iteration": 5279, "loss_box_reg": 0.034035107120871544, "loss_cls": 0.06781503325328231, "loss_rpn_cls": 0.004880787909314677, "loss_rpn_loc": 0.007523941334511619, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535770807415247, "total_loss": 0.11401842334316825}
{"data_time": 0.0040950586553663015, "eta_seconds": 126867.40877900855, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48282241014799154, "fast_rcnn/fg_cls_accuracy": 0.5171775898520085, "iteration": 5299, "loss_box_reg": 0.031135448487475514, "loss_cls": 0.06746083707548678, "loss_rpn_cls": 0.004301030360011282, "loss_rpn_loc": 0.005197031729039736, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.538394347531721, "total_loss": 0.10903783153594304}
{"data_time": 0.003748392453417182, "eta_seconds": 126829.43442600779, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5713848039215687, "fast_rcnn/fg_cls_accuracy": 0.42861519607843135, "iteration": 5319, "loss_box_reg": 0.03140909317880869, "loss_cls": 0.06692539423238486, "loss_rpn_cls": 0.003236304271240442, "loss_rpn_loc": 0.005679128349584062, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5383436544798315, "total_loss": 0.11040556717398431}
{"data_time": 0.0038584694266319275, "eta_seconds": 126752.03763939138, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.6124338624338624, "fast_rcnn/fg_cls_accuracy": 0.38756613756613756, "iteration": 5339, "loss_box_reg": 0.033833996509201825, "loss_cls": 0.0654758675955236, "loss_rpn_cls": 0.004472586160773062, "loss_rpn_loc": 0.0068835966812912375, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5345046718139201, "total_loss": 0.11269860734228132}
{"data_time": 0.0038641588762402534, "eta_seconds": 126807.81709278934, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.6357142857142857, "fast_rcnn/fg_cls_accuracy": 0.3614982578397212, "iteration": 5359, "loss_box_reg": 0.03326217632275075, "loss_cls": 0.06464871135540307, "loss_rpn_cls": 0.0037744031969850766, "loss_rpn_loc": 0.009121470880927518, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5421763937920332, "total_loss": 0.11183622656062653}
{"data_time": 0.004027548013255, "eta_seconds": 126757.49210384558, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.46683673469387754, "fast_rcnn/fg_cls_accuracy": 0.5086206896551724, "iteration": 5379, "loss_box_reg": 0.03307050059083849, "loss_cls": 0.06942731700837612, "loss_rpn_cls": 0.004086286318852217, "loss_rpn_loc": 0.006381258710462134, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387832480482757, "total_loss": 0.11399985995194584}
{"data_time": 0.00388257740996778, "eta_seconds": 126666.85953434883, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5101809954751131, "fast_rcnn/fg_cls_accuracy": 0.48981900452488686, "iteration": 5399, "loss_box_reg": 0.031815207679755986, "loss_cls": 0.06839208537712693, "loss_rpn_cls": 0.0039005795724733616, "loss_rpn_loc": 0.00745236111106351, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5399053581058979, "total_loss": 0.11430247592943488}
{"data_time": 0.0040905841160565615, "eta_seconds": 126614.92974921991, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.6475155279503106, "fast_rcnn/fg_cls_accuracy": 0.3443675889328063, "iteration": 5419, "loss_box_reg": 0.033453506126534194, "loss_cls": 0.06571819249074906, "loss_rpn_cls": 0.004308127810872975, "loss_rpn_loc": 0.007707157659751829, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5483367664273828, "total_loss": 0.10963718103812425}
{"data_time": 0.004158356226980686, "eta_seconds": 126604.13476328761, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5868005738880918, "fast_rcnn/fg_cls_accuracy": 0.4131994261119082, "iteration": 5439, "loss_box_reg": 0.031972774770110846, "loss_cls": 0.06532961875200272, "loss_rpn_cls": 0.0032355000666939304, "loss_rpn_loc": 0.00597889755590586, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5420147145632654, "total_loss": 0.10829767320774408}
{"data_time": 0.004078011028468609, "eta_seconds": 126667.57341552526, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4861842105263158, "fast_rcnn/fg_cls_accuracy": 0.4875, "iteration": 5459, "loss_box_reg": 0.03135998040670529, "loss_cls": 0.06620645918883383, "loss_rpn_cls": 0.0033326364846288925, "loss_rpn_loc": 0.007058295410388382, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5500599525403231, "total_loss": 0.10804266521699901}
{"data_time": 0.003928089048713446, "eta_seconds": 126656.77209947258, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4888888888888889, "fast_rcnn/fg_cls_accuracy": 0.5111111111111111, "iteration": 5479, "loss_box_reg": 0.03122735972283408, "loss_cls": 0.06380740785971284, "loss_rpn_cls": 0.004065457335400424, "loss_rpn_loc": 0.006397495453711599, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5441323148552328, "total_loss": 0.10666373382127858}
{"data_time": 0.0036742500960826874, "eta_seconds": 126665.61370860483, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.625, "fast_rcnn/fg_cls_accuracy": 0.375, "iteration": 5499, "loss_box_reg": 0.03195064712781459, "loss_cls": 0.0659227630821988, "loss_rpn_cls": 0.004000481053026306, "loss_rpn_loc": 0.006711091860779561, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5344446594826877, "total_loss": 0.10824621481560825}
{"data_time": 0.004083532374352217, "eta_seconds": 126692.59078018856, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.6366666666666667, "fast_rcnn/fg_cls_accuracy": 0.3633333333333333, "iteration": 5519, "loss_box_reg": 0.031079339038114995, "loss_cls": 0.06651118560694158, "loss_rpn_cls": 0.0032364860007874086, "loss_rpn_loc": 0.005609917010588106, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5435097150038928, "total_loss": 0.10986531324851967}
{"data_time": 0.003946176031604409, "eta_seconds": 126624.36815131456, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5722453222453222, "fast_rcnn/fg_cls_accuracy": 0.4277546777546778, "iteration": 5539, "loss_box_reg": 0.03358799358829856, "loss_cls": 0.06945326062850654, "loss_rpn_cls": 0.0035360467845748644, "loss_rpn_loc": 0.0062797270657029, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537336805369705, "total_loss": 0.11139710401403136}
{"data_time": 0.004085710505023599, "eta_seconds": 126547.65118563152, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5847972972972972, "fast_rcnn/fg_cls_accuracy": 0.4152027027027027, "iteration": 5559, "loss_box_reg": 0.03312451113015413, "loss_cls": 0.06643140269443393, "loss_rpn_cls": 0.003943133221582684, "loss_rpn_loc": 0.00603230938577326, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428319750353694, "total_loss": 0.11350529525043385}
{"data_time": 0.004063153639435768, "eta_seconds": 126602.7655192092, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5113636363636364, "fast_rcnn/fg_cls_accuracy": 0.48863636363636365, "iteration": 5579, "loss_box_reg": 0.03200649912469089, "loss_cls": 0.06764295068569481, "loss_rpn_cls": 0.003682124880469928, "loss_rpn_loc": 0.005828548404679168, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.550398644991219, "total_loss": 0.10797725559041282}
{"data_time": 0.003799417521804571, "eta_seconds": 126638.63382490701, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.6214209968186639, "fast_rcnn/fg_cls_accuracy": 0.3454268292682927, "iteration": 5599, "loss_box_reg": 0.03006782941520214, "loss_cls": 0.0655120596056804, "loss_rpn_cls": 0.003471895901384414, "loss_rpn_loc": 0.006472918146755546, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5404189100954682, "total_loss": 0.10601471950121777}
{"data_time": 0.003949386766180396, "eta_seconds": 126644.68013061583, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5582010582010581, "fast_rcnn/fg_cls_accuracy": 0.44179894179894175, "iteration": 5619, "loss_box_reg": 0.030664598220027983, "loss_cls": 0.06868844153359532, "loss_rpn_cls": 0.004452077766472939, "loss_rpn_loc": 0.008390877250349149, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5421784385107458, "total_loss": 0.11038465524143248}
{"data_time": 0.003991425968706608, "eta_seconds": 126570.36157105118, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5927518427518428, "fast_rcnn/fg_cls_accuracy": 0.35895270270270274, "iteration": 5639, "loss_box_reg": 0.03388308046851307, "loss_cls": 0.0681608752347529, "loss_rpn_cls": 0.003939519246159762, "loss_rpn_loc": 0.006607132396311499, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.533339208457619, "total_loss": 0.11324143094316241}
{"data_time": 0.0036571775563061237, "eta_seconds": 126493.67272146116, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4672077922077922, "fast_rcnn/fg_cls_accuracy": 0.5327922077922078, "iteration": 5659, "loss_box_reg": 0.031051360070705414, "loss_cls": 0.059783920529298484, "loss_rpn_cls": 0.003139331536658574, "loss_rpn_loc": 0.006809489437728189, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5335772547405213, "total_loss": 0.10415437707570163}
{"data_time": 0.003801439655944705, "eta_seconds": 126460.7502472708, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.6035714285714285, "fast_rcnn/fg_cls_accuracy": 0.39642857142857146, "iteration": 5679, "loss_box_reg": 0.03113384358584881, "loss_cls": 0.0650131074944511, "loss_rpn_cls": 0.0040644311029609526, "loss_rpn_loc": 0.005470864583912771, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5421009403653443, "total_loss": 0.1077515199208392}
{"data_time": 0.004042871063575149, "eta_seconds": 126397.89840128203, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5835913312693499, "fast_rcnn/fg_cls_accuracy": 0.41640866873065013, "iteration": 5699, "loss_box_reg": 0.03061008866643533, "loss_cls": 0.06132236518897116, "loss_rpn_cls": 0.002769223032373702, "loss_rpn_loc": 0.005412413811427541, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.538193088490516, "total_loss": 0.10445278867155139}
{"data_time": 0.0038505038246512413, "eta_seconds": 126332.21513893269, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.6043478260869566, "fast_rcnn/fg_cls_accuracy": 0.3956521739130435, "iteration": 5719, "loss_box_reg": 0.032383371726609766, "loss_cls": 0.06720518344081938, "loss_rpn_cls": 0.004126004698264296, "loss_rpn_loc": 0.007777896455081645, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385185291524976, "total_loss": 0.11365755447968695}
{"data_time": 0.0037831608206033707, "eta_seconds": 126321.43046453409, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5173237753882916, "fast_rcnn/fg_cls_accuracy": 0.48267622461170845, "iteration": 5739, "loss_box_reg": 0.030722693423740566, "loss_cls": 0.06403044238686562, "loss_rpn_cls": 0.0035608771058832644, "loss_rpn_loc": 0.006729752800310962, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5445550379808992, "total_loss": 0.10946806432730227}
{"data_time": 0.004130466841161251, "eta_seconds": 126304.91145043843, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5630961115187088, "fast_rcnn/fg_cls_accuracy": 0.43690388848129125, "iteration": 5759, "loss_box_reg": 0.03191514016361907, "loss_cls": 0.0659718164242804, "loss_rpn_cls": 0.002376689478182925, "loss_rpn_loc": 0.0066426787452655844, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5408330310601741, "total_loss": 0.10766950666925368}
{"data_time": 0.0037168869748711586, "eta_seconds": 126299.86111573689, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5288054968287526, "fast_rcnn/fg_cls_accuracy": 0.47119450317124734, "iteration": 5779, "loss_box_reg": 0.03337819408625364, "loss_cls": 0.06606917828321457, "loss_rpn_cls": 0.004383725554362172, "loss_rpn_loc": 0.006353084681904875, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5401059435680509, "total_loss": 0.11284869681276177}
{"data_time": 0.0036544594913721085, "eta_seconds": 126331.86095478223, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.6407894736842106, "fast_rcnn/fg_cls_accuracy": 0.3592105263157894, "iteration": 5799, "loss_box_reg": 0.03160816169111058, "loss_cls": 0.06725230533629656, "loss_rpn_cls": 0.003445538991400099, "loss_rpn_loc": 0.006895369311678223, "lr": 0.001, "roi_head/num_bg_samples": 497.5, "roi_head/num_fg_samples": 14.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5405329959467053, "total_loss": 0.10665581294324511}
{"data_time": 0.003987983334809542, "eta_seconds": 126366.4274251957, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5224171539961013, "fast_rcnn/fg_cls_accuracy": 0.44272445820433437, "iteration": 5819, "loss_box_reg": 0.030743745621293783, "loss_cls": 0.06592674646526575, "loss_rpn_cls": 0.0031380704276671167, "loss_rpn_loc": 0.005379670335969422, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454700395930558, "total_loss": 0.10956095816845846}
{"data_time": 0.003958253655582666, "eta_seconds": 126373.94702588837, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6007957559681698, "fast_rcnn/fg_cls_accuracy": 0.39920424403183025, "iteration": 5839, "loss_box_reg": 0.029709311085753143, "loss_cls": 0.06461977888830006, "loss_rpn_cls": 0.003518330049701035, "loss_rpn_loc": 0.007119546899048146, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5460459024179727, "total_loss": 0.10573690354794962}
{"data_time": 0.0038304172921925783, "eta_seconds": 126344.84302211856, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5787841191066998, "fast_rcnn/fg_cls_accuracy": 0.4096774193548387, "iteration": 5859, "loss_box_reg": 0.030996663379482925, "loss_cls": 0.06559959915466607, "loss_rpn_cls": 0.003623237797000911, "loss_rpn_loc": 0.006129091198090464, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352031763177365, "total_loss": 0.10692807998202625}
{"data_time": 0.0036619994789361954, "eta_seconds": 126352.35949474084, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5173758865248227, "fast_rcnn/fg_cls_accuracy": 0.4826241134751773, "iteration": 5879, "loss_box_reg": 0.03090359002817422, "loss_cls": 0.06486509530805051, "loss_rpn_cls": 0.004164033155575453, "loss_rpn_loc": 0.005722049318137579, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5459575564600527, "total_loss": 0.10765543167690339}
{"data_time": 0.004072031704708934, "eta_seconds": 126341.56572916708, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.485178727114211, "fast_rcnn/fg_cls_accuracy": 0.514821272885789, "iteration": 5899, "loss_box_reg": 0.02967276785057038, "loss_cls": 0.060676153749227524, "loss_rpn_cls": 0.0034748918087643688, "loss_rpn_loc": 0.0070502607959497254, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5429555580485612, "total_loss": 0.10296108803458992}
{"data_time": 0.004024633439257741, "eta_seconds": 126323.40552285919, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5656565656565657, "fast_rcnn/fg_cls_accuracy": 0.43434343434343436, "iteration": 5919, "loss_box_reg": 0.03253972699167207, "loss_cls": 0.06443629623390734, "loss_rpn_cls": 0.0038202408759389073, "loss_rpn_loc": 0.007315626498893835, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5412711927201599, "total_loss": 0.104826917587161}
{"data_time": 0.0037848567590117455, "eta_seconds": 126312.61238667788, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5739329268292683, "fast_rcnn/fg_cls_accuracy": 0.42606707317073167, "iteration": 5939, "loss_box_reg": 0.031485597079154104, "loss_cls": 0.06606194924097508, "loss_rpn_cls": 0.0035807781168841757, "loss_rpn_loc": 0.005349097376893042, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5450238564517349, "total_loss": 0.10974544842247269}
{"data_time": 0.0036687436513602734, "eta_seconds": 126447.16908180877, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.6290849673202614, "fast_rcnn/fg_cls_accuracy": 0.36397058823529416, "iteration": 5959, "loss_box_reg": 0.028993919724598527, "loss_cls": 0.06290120055200532, "loss_rpn_cls": 0.0038499110651173396, "loss_rpn_loc": 0.006798132053518202, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5491478305775672, "total_loss": 0.1024720287805394}
{"data_time": 0.003826739965006709, "eta_seconds": 126381.57745654858, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.6169837914023961, "fast_rcnn/fg_cls_accuracy": 0.38301620859760394, "iteration": 5979, "loss_box_reg": 0.0334093552082777, "loss_cls": 0.06604441441595554, "loss_rpn_cls": 0.0033198939827343565, "loss_rpn_loc": 0.004961518039635848, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.533238478936255, "total_loss": 0.10812175211185604}
{"data_time": 0.0036217959132045507, "eta_seconds": 126417.36242205044, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5432900432900433, "fast_rcnn/fg_cls_accuracy": 0.4017857142857143, "iteration": 5999, "loss_box_reg": 0.030878837511409074, "loss_cls": 0.06465046550147235, "loss_rpn_cls": 0.004341405213835969, "loss_rpn_loc": 0.008381256862776354, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5441613213624805, "total_loss": 0.10644989157299278}
{"data_time": 0.0038605856243520975, "eta_seconds": 126406.55756545393, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.6194444444444445, "fast_rcnn/fg_cls_accuracy": 0.3273809523809524, "iteration": 6019, "loss_box_reg": 0.030170038109645247, "loss_cls": 0.06753202201798558, "loss_rpn_cls": 0.003845291593734146, "loss_rpn_loc": 0.007949057209771127, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395778811071068, "total_loss": 0.11141797286063593}
{"data_time": 0.004196638939902186, "eta_seconds": 126417.20701421052, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5669642857142857, "fast_rcnn/fg_cls_accuracy": 0.4330357142857143, "iteration": 6039, "loss_box_reg": 0.032562110922299325, "loss_cls": 0.06685562897473574, "loss_rpn_cls": 0.004096333419056464, "loss_rpn_loc": 0.006228228361578658, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5390236640814692, "total_loss": 0.1133324840612886}
{"data_time": 0.003995109582319856, "eta_seconds": 126406.40032360703, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5214285714285714, "fast_rcnn/fg_cls_accuracy": 0.47857142857142854, "iteration": 6059, "loss_box_reg": 0.030928686959668994, "loss_cls": 0.06515761837363243, "loss_rpn_cls": 0.004426647115906235, "loss_rpn_loc": 0.006772566688596271, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54029151936993, "total_loss": 0.1081531737199839}
{"data_time": 0.003757087979465723, "eta_seconds": 126395.59363300353, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.554945054945055, "fast_rcnn/fg_cls_accuracy": 0.44505494505494503, "iteration": 6079, "loss_box_reg": 0.03288474096916616, "loss_cls": 0.06160517246462405, "loss_rpn_cls": 0.0027614915293270315, "loss_rpn_loc": 0.00677709929732373, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361727785784751, "total_loss": 0.10526721369546976}
{"data_time": 0.004273585509508848, "eta_seconds": 126384.78694240004, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5929878048780488, "fast_rcnn/fg_cls_accuracy": 0.4070121951219512, "iteration": 6099, "loss_box_reg": 0.031098012521397322, "loss_cls": 0.06790845608338714, "loss_rpn_cls": 0.003253793322983256, "loss_rpn_loc": 0.005680950132955331, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5389712222386152, "total_loss": 0.11001605402816494}
{"data_time": 0.003791081253439188, "eta_seconds": 126406.25798147195, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5671936758893281, "fast_rcnn/fg_cls_accuracy": 0.43280632411067194, "iteration": 6119, "loss_box_reg": 0.03219247329980135, "loss_cls": 0.06142999208532274, "loss_rpn_cls": 0.003568744205040275, "loss_rpn_loc": 0.005770167073933408, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5411231336183846, "total_loss": 0.10558942190436937}
{"data_time": 0.003820079378783703, "eta_seconds": 126430.87517549004, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5243055555555556, "fast_rcnn/fg_cls_accuracy": 0.46866925064599485, "iteration": 6139, "loss_box_reg": 0.03124461940024048, "loss_cls": 0.06613675784319639, "loss_rpn_cls": 0.0032751162252679933, "loss_rpn_loc": 0.005840017394802999, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5455784068908542, "total_loss": 0.10824911412510119}
{"data_time": 0.004140231292694807, "eta_seconds": 126437.55293717422, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.501194743130227, "fast_rcnn/fg_cls_accuracy": 0.49880525686977295, "iteration": 6159, "loss_box_reg": 0.0302490052417852, "loss_cls": 0.06206580740399659, "loss_rpn_cls": 0.00347225384621197, "loss_rpn_loc": 0.006498429662315175, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5465499281417578, "total_loss": 0.10214611336232338}
{"data_time": 0.003739638952538371, "eta_seconds": 126426.73896075971, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.45630725863284005, "fast_rcnn/fg_cls_accuracy": 0.54369274136716, "iteration": 6179, "loss_box_reg": 0.032734362641349435, "loss_cls": 0.06915354332886636, "loss_rpn_cls": 0.004570664130824298, "loss_rpn_loc": 0.007555149422842078, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5359220448881388, "total_loss": 0.11209762308067184}
{"data_time": 0.003752418328076601, "eta_seconds": 126415.92498434521, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4897058823529412, "fast_rcnn/fg_cls_accuracy": 0.5102941176470588, "iteration": 6199, "loss_box_reg": 0.0311434268951416, "loss_cls": 0.06408360437490046, "loss_rpn_cls": 0.002754964396444848, "loss_rpn_loc": 0.0055161008349386975, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412883225362748, "total_loss": 0.10246129690494854}
{"data_time": 0.00410304288379848, "eta_seconds": 126405.11100793071, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.6634199134199135, "fast_rcnn/fg_cls_accuracy": 0.3365800865800866, "iteration": 6219, "loss_box_reg": 0.032427976781036705, "loss_cls": 0.06569177890196443, "loss_rpn_cls": 0.0035461323568597436, "loss_rpn_loc": 0.00862464593956247, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392165379598737, "total_loss": 0.11025505489033094}
{"data_time": 0.003903832519426942, "eta_seconds": 126394.29703151621, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5715249662618084, "fast_rcnn/fg_cls_accuracy": 0.4284750337381916, "iteration": 6239, "loss_box_reg": 0.030794181569945067, "loss_cls": 0.06465590628795326, "loss_rpn_cls": 0.003077247414694284, "loss_rpn_loc": 0.004968284971255343, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5396472830325365, "total_loss": 0.1077859167569386}
{"data_time": 0.0041650759521871805, "eta_seconds": 126385.89874183293, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5125, "fast_rcnn/fg_cls_accuracy": 0.4775, "iteration": 6259, "loss_box_reg": 0.031406077556312084, "loss_cls": 0.06661253445781767, "loss_rpn_cls": 0.0034103100433640066, "loss_rpn_loc": 0.006407857057638466, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5457654984202236, "total_loss": 0.1080185439741399}
{"data_time": 0.003429643576964736, "eta_seconds": 126387.18040639046, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.6125, "fast_rcnn/fg_cls_accuracy": 0.3875, "iteration": 6279, "loss_box_reg": 0.02951147803105414, "loss_cls": 0.06809439219068736, "loss_rpn_cls": 0.0032619606508887955, "loss_rpn_loc": 0.005171259545022622, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5378597574308515, "total_loss": 0.10711777694723423}
{"data_time": 0.003983478061854839, "eta_seconds": 126364.27037560847, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5508620689655173, "fast_rcnn/fg_cls_accuracy": 0.44913793103448274, "iteration": 6299, "loss_box_reg": 0.03168685710988939, "loss_cls": 0.06835734681226313, "loss_rpn_cls": 0.004040993584112584, "loss_rpn_loc": 0.006657977988652419, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392363627906889, "total_loss": 0.11108951300275294}
{"data_time": 0.00356391747482121, "eta_seconds": 126380.81035325746, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.6025991792065664, "fast_rcnn/fg_cls_accuracy": 0.39740082079343364, "iteration": 6319, "loss_box_reg": 0.029659530729986727, "loss_cls": 0.06396266049705446, "loss_rpn_cls": 0.003965647348195489, "loss_rpn_loc": 0.006047302238584962, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5467925753910094, "total_loss": 0.10425529198005279}
{"data_time": 0.003560082521289587, "eta_seconds": 126420.14373698132, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.47778454047474134, "fast_rcnn/fg_cls_accuracy": 0.5156402737047898, "iteration": 6339, "loss_box_reg": 0.03193212836049497, "loss_cls": 0.06161216925829649, "loss_rpn_cls": 0.002331198471438256, "loss_rpn_loc": 0.004719235847005621, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5396240146365017, "total_loss": 0.10444811849720281}
{"data_time": 0.003923667361959815, "eta_seconds": 126409.32292017946, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5346153846153847, "fast_rcnn/fg_cls_accuracy": 0.4076923076923077, "iteration": 6359, "loss_box_reg": 0.031442287494428456, "loss_cls": 0.06497302069328725, "loss_rpn_cls": 0.003288323330707499, "loss_rpn_loc": 0.006499331590021029, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.544112884439528, "total_loss": 0.10578193852029472}
{"data_time": 0.003629223443567753, "eta_seconds": 126424.92171200947, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5522496371552975, "fast_rcnn/fg_cls_accuracy": 0.4477503628447025, "iteration": 6379, "loss_box_reg": 0.03203623299486935, "loss_cls": 0.06507375556975603, "loss_rpn_cls": 0.003493770444947586, "loss_rpn_loc": 0.006237767134734895, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5446701571345329, "total_loss": 0.11033425854657253}
{"data_time": 0.003908787854015827, "eta_seconds": 126419.3583672694, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5178571428571428, "fast_rcnn/fg_cls_accuracy": 0.4745670995670996, "iteration": 6399, "loss_box_reg": 0.03199469589162618, "loss_cls": 0.0654124275315553, "loss_rpn_cls": 0.003286668923465186, "loss_rpn_loc": 0.005009776854421943, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538541809655726, "total_loss": 0.1081227648364802}
{"data_time": 0.004136449424549937, "eta_seconds": 126403.27555490681, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.425314465408805, "fast_rcnn/fg_cls_accuracy": 0.574685534591195, "iteration": 6419, "loss_box_reg": 0.03266076708678156, "loss_cls": 0.06825117417611182, "loss_rpn_cls": 0.0038069579685497956, "loss_rpn_loc": 0.007293804614164401, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.542227073572576, "total_loss": 0.11641580403500029}
{"data_time": 0.003906558034941554, "eta_seconds": 126392.45247635548, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.6073961499493414, "fast_rcnn/fg_cls_accuracy": 0.39260385005065856, "iteration": 6439, "loss_box_reg": 0.03042535443091765, "loss_cls": 0.06558178015984595, "loss_rpn_cls": 0.0024991368863993557, "loss_rpn_loc": 0.006111941249400843, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398213304579258, "total_loss": 0.10647520885459016}
{"data_time": 0.003775267396122217, "eta_seconds": 126355.21883617016, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.4782608695652174, "iteration": 6459, "loss_box_reg": 0.028205581998918205, "loss_cls": 0.06351807969622314, "loss_rpn_cls": 0.002602067115731188, "loss_rpn_loc": 0.006168360821902752, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415231259539723, "total_loss": 0.10613193616427452}
{"data_time": 0.003971553407609463, "eta_seconds": 126354.15600924403, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4791304347826087, "fast_rcnn/fg_cls_accuracy": 0.5208695652173914, "iteration": 6479, "loss_box_reg": 0.030048469314351678, "loss_cls": 0.06523089809343219, "loss_rpn_cls": 0.004130221213927143, "loss_rpn_loc": 0.005906620266614482, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5466656789649278, "total_loss": 0.10547876936470857}
{"data_time": 0.0036254320293664932, "eta_seconds": 126343.3343567152, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5519713261648745, "fast_rcnn/fg_cls_accuracy": 0.4409722222222222, "iteration": 6499, "loss_box_reg": 0.029033380444161594, "loss_cls": 0.06753429863601923, "loss_rpn_cls": 0.003692725947985309, "loss_rpn_loc": 0.006055422250938136, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5337142895441502, "total_loss": 0.11145896383368381}
{"data_time": 0.003822639351710677, "eta_seconds": 126272.6451105948, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5009946949602122, "fast_rcnn/fg_cls_accuracy": 0.4990053050397878, "iteration": 6519, "loss_box_reg": 0.03046218934468925, "loss_cls": 0.06507268361747265, "loss_rpn_cls": 0.0038546463492821204, "loss_rpn_loc": 0.007140413632441778, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341420657932758, "total_loss": 0.10885821960982867}
{"data_time": 0.004125311505049467, "eta_seconds": 126311.93556896271, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.44288150042625746, "fast_rcnn/fg_cls_accuracy": 0.5483193277310925, "iteration": 6539, "loss_box_reg": 0.029898556414991617, "loss_cls": 0.06328256148844957, "loss_rpn_cls": 0.003083632534071512, "loss_rpn_loc": 0.005612789071165025, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5457575721666217, "total_loss": 0.10230648836022738}
{"data_time": 0.00413691159337759, "eta_seconds": 126327.5140050475, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5948717948717949, "fast_rcnn/fg_cls_accuracy": 0.40512820512820513, "iteration": 6559, "loss_box_reg": 0.030522874440066516, "loss_cls": 0.06325193238444626, "loss_rpn_cls": 0.002800710171868559, "loss_rpn_loc": 0.007129035708203446, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5442259742412716, "total_loss": 0.10577822232971812}
{"data_time": 0.003600419731810689, "eta_seconds": 126290.29393535899, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5461309523809523, "fast_rcnn/fg_cls_accuracy": 0.4538690476190476, "iteration": 6579, "loss_box_reg": 0.032328228815458715, "loss_cls": 0.0692305228440091, "loss_rpn_cls": 0.0035731728403334273, "loss_rpn_loc": 0.006811009432567516, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540782282827422, "total_loss": 0.10719834864812583}
{"data_time": 0.0037594190798699856, "eta_seconds": 126253.76522914646, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5330049261083744, "fast_rcnn/fg_cls_accuracy": 0.4202059202059202, "iteration": 6599, "loss_box_reg": 0.030200432112906128, "loss_cls": 0.06567021715454757, "loss_rpn_cls": 0.0035734949124162085, "loss_rpn_loc": 0.006908813695190474, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5344970873557031, "total_loss": 0.10937387486865191}
{"data_time": 0.004144789883866906, "eta_seconds": 126202.56813450973, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5125, "fast_rcnn/fg_cls_accuracy": 0.4875, "iteration": 6619, "loss_box_reg": 0.028841295978054404, "loss_cls": 0.06326548894867301, "loss_rpn_cls": 0.003398686594209721, "loss_rpn_loc": 0.006331282944302075, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5391837540082633, "total_loss": 0.1009056198035978}
{"data_time": 0.0037849978543817997, "eta_seconds": 126202.26060856646, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5972972972972973, "fast_rcnn/fg_cls_accuracy": 0.3808510638297873, "iteration": 6639, "loss_box_reg": 0.030789899989031255, "loss_cls": 0.06568328163120896, "loss_rpn_cls": 0.003026049831532873, "loss_rpn_loc": 0.007005876810580958, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5371851904783398, "total_loss": 0.1078311855380889}
{"data_time": 0.003918873146176338, "eta_seconds": 126273.39861229085, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3648989898989899, "fast_rcnn/fg_cls_accuracy": 0.6237373737373737, "iteration": 6659, "loss_box_reg": 0.03000889386748895, "loss_cls": 0.06436585611663759, "loss_rpn_cls": 0.0036055931420833076, "loss_rpn_loc": 0.0057361709186807275, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5497322285082191, "total_loss": 0.10352920575314783}
{"data_time": 0.0037551061250269413, "eta_seconds": 126255.86262830766, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4696969696969697, "fast_rcnn/fg_cls_accuracy": 0.5303030303030303, "iteration": 6679, "loss_box_reg": 0.02982997300568968, "loss_cls": 0.062535943929106, "loss_rpn_cls": 0.003257578739976452, "loss_rpn_loc": 0.0054274871363304555, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5322240400128067, "total_loss": 0.10498956590890884}
{"data_time": 0.0038551900070160627, "eta_seconds": 126245.04012517864, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5983108108108108, "fast_rcnn/fg_cls_accuracy": 0.3766891891891892, "iteration": 6699, "loss_box_reg": 0.032775480416603386, "loss_cls": 0.06518645957112312, "loss_rpn_cls": 0.003996661010205571, "loss_rpn_loc": 0.0056548613792983815, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5385525925084949, "total_loss": 0.10652797224247479}
{"data_time": 0.003803903702646494, "eta_seconds": 126240.92937663686, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5538690476190476, "fast_rcnn/fg_cls_accuracy": 0.4461309523809524, "iteration": 6719, "loss_box_reg": 0.030381500953808427, "loss_cls": 0.06722528231330216, "loss_rpn_cls": 0.0035660365101648495, "loss_rpn_loc": 0.005358633221476339, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382180588785559, "total_loss": 0.10905448482060365}
{"data_time": 0.0042281250935047865, "eta_seconds": 126213.47452636925, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.623959296947271, "fast_rcnn/fg_cls_accuracy": 0.37604070305272896, "iteration": 6739, "loss_box_reg": 0.03072093625087291, "loss_cls": 0.06654490041546524, "loss_rpn_cls": 0.004123726098896441, "loss_rpn_loc": 0.0060945904479012825, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5354686563368887, "total_loss": 0.10668759224017776}
{"data_time": 0.00366591801866889, "eta_seconds": 126202.65287384042, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.541033434650456, "fast_rcnn/fg_cls_accuracy": 0.44155844155844154, "iteration": 6759, "loss_box_reg": 0.031761129677761346, "loss_cls": 0.06436939036939293, "loss_rpn_cls": 0.0033042169798136456, "loss_rpn_loc": 0.006016584935423452, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407994310371578, "total_loss": 0.10904958829246425}
{"data_time": 0.0037474532146006823, "eta_seconds": 126201.75011266256, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.617117117117117, "fast_rcnn/fg_cls_accuracy": 0.38288288288288286, "iteration": 6779, "loss_box_reg": 0.03180832206271589, "loss_cls": 0.06961775058880448, "loss_rpn_cls": 0.0034129845080315135, "loss_rpn_loc": 0.006067161237297114, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5415764858480543, "total_loss": 0.11035994191843201}
{"data_time": 0.004060840699821711, "eta_seconds": 126197.63706243155, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.48469387755102045, "fast_rcnn/fg_cls_accuracy": 0.49257884972170685, "iteration": 6799, "loss_box_reg": 0.029497817158699036, "loss_cls": 0.06300860270857811, "loss_rpn_cls": 0.002804354899126338, "loss_rpn_loc": 0.006834542320575565, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415130634792149, "total_loss": 0.10419900019405759}
{"data_time": 0.0035738181322813034, "eta_seconds": 126180.10510640452, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 6819, "loss_box_reg": 0.031071372621227056, "loss_cls": 0.06466269143857062, "loss_rpn_cls": 0.002747465744960209, "loss_rpn_loc": 0.005704538605641574, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5416921749711037, "total_loss": 0.10547125469861385}
{"data_time": 0.003570734290406108, "eta_seconds": 126118.4612070045, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5767218831734962, "fast_rcnn/fg_cls_accuracy": 0.42327811682650396, "iteration": 6839, "loss_box_reg": 0.029105523834004998, "loss_cls": 0.06323642027564347, "loss_rpn_cls": 0.0026812451797013637, "loss_rpn_loc": 0.005321738495695172, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5334897970315069, "total_loss": 0.10381533065992699}
{"data_time": 0.0037728711031377316, "eta_seconds": 126107.64306321484, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5046992481203008, "fast_rcnn/fg_cls_accuracy": 0.49530075187969924, "iteration": 6859, "loss_box_reg": 0.031184405437670648, "loss_cls": 0.06868314393796027, "loss_rpn_cls": 0.0024512858335583587, "loss_rpn_loc": 0.006318761334114242, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5394327184185386, "total_loss": 0.11336042937819002}
{"data_time": 0.0037880688905715942, "eta_seconds": 126132.39652390871, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.6240842490842491, "fast_rcnn/fg_cls_accuracy": 0.3534002229654404, "iteration": 6879, "loss_box_reg": 0.030397913185879588, "loss_cls": 0.06510340631939471, "loss_rpn_cls": 0.003259885841544019, "loss_rpn_loc": 0.006252159262658097, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5428644591011107, "total_loss": 0.10441342493822958}
{"data_time": 0.0038395938463509083, "eta_seconds": 126041.41272227932, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4629901960784314, "fast_rcnn/fg_cls_accuracy": 0.5245098039215687, "iteration": 6899, "loss_box_reg": 0.03202272520866245, "loss_cls": 0.06600940926000476, "loss_rpn_cls": 0.003404721377592068, "loss_rpn_loc": 0.007171737233875319, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5300907611381263, "total_loss": 0.10678424466959768}
{"data_time": 0.0036963096354156733, "eta_seconds": 126105.70489238249, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5192567567567568, "fast_rcnn/fg_cls_accuracy": 0.48074324324324325, "iteration": 6919, "loss_box_reg": 0.029549544560723007, "loss_cls": 0.06375749898143113, "loss_rpn_cls": 0.003269827362146316, "loss_rpn_loc": 0.007764762667648029, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5484401045832783, "total_loss": 0.107033603666423}
{"data_time": 0.003530759597197175, "eta_seconds": 126029.52567688446, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4373913043478261, "fast_rcnn/fg_cls_accuracy": 0.5538095238095239, "iteration": 6939, "loss_box_reg": 0.030936053255572915, "loss_cls": 0.06395174306817353, "loss_rpn_cls": 0.003928292185946702, "loss_rpn_loc": 0.007026628067251295, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387987263966352, "total_loss": 0.11049684253657688}
{"data_time": 0.004153706831857562, "eta_seconds": 126000.84799808986, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5871040723981901, "fast_rcnn/fg_cls_accuracy": 0.3301282051282051, "iteration": 6959, "loss_box_reg": 0.029278466827236116, "loss_cls": 0.06573273590765893, "loss_rpn_cls": 0.0033041011756722583, "loss_rpn_loc": 0.005196530451939907, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5436472969595343, "total_loss": 0.10327106065415137}
{"data_time": 0.003911982523277402, "eta_seconds": 125998.15545174945, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5446355446355446, "fast_rcnn/fg_cls_accuracy": 0.45536445536445536, "iteration": 6979, "loss_box_reg": 0.02968230954138562, "loss_cls": 0.06826945883221924, "loss_rpn_cls": 0.0033381543162249727, "loss_rpn_loc": 0.005796244251541793, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5291707206051797, "total_loss": 0.10582956073267269}
{"data_time": 0.004104421241208911, "eta_seconds": 126031.91605668725, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.6072198275862069, "fast_rcnn/fg_cls_accuracy": 0.3927801724137931, "iteration": 6999, "loss_box_reg": 0.032036884396802634, "loss_cls": 0.06616605166345835, "loss_rpn_cls": 0.003566156308806967, "loss_rpn_loc": 0.006284191753366031, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5488774699624628, "total_loss": 0.1115358655606542}
{"data_time": 0.0039926511235535145, "eta_seconds": 125986.26506247814, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.6, "fast_rcnn/fg_cls_accuracy": 0.4, "iteration": 7019, "loss_box_reg": 0.02999002137221396, "loss_cls": 0.061402406776323915, "loss_rpn_cls": 0.003135297708467988, "loss_rpn_loc": 0.006057655155018438, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5387460649944842, "total_loss": 0.1029026266787696}
{"data_time": 0.0035484698601067066, "eta_seconds": 125975.44990887656, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4958139534883721, "fast_rcnn/fg_cls_accuracy": 0.4883720930232558, "iteration": 7039, "loss_box_reg": 0.030050862347707152, "loss_cls": 0.06339188572019339, "loss_rpn_cls": 0.003556871165528719, "loss_rpn_loc": 0.006242557217774447, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5386014161631465, "total_loss": 0.10150239835729735}
{"data_time": 0.0040251321624964476, "eta_seconds": 125999.46162531828, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.47150997150997154, "fast_rcnn/fg_cls_accuracy": 0.5284900284900285, "iteration": 7059, "loss_box_reg": 0.0302901363465935, "loss_cls": 0.06295487470924854, "loss_rpn_cls": 0.0028334852440821123, "loss_rpn_loc": 0.006171470966364723, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5453511797823012, "total_loss": 0.10425617663167941}
{"data_time": 0.0037068258970975876, "eta_seconds": 125953.8196016734, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.536936936936937, "fast_rcnn/fg_cls_accuracy": 0.4484797297297297, "iteration": 7079, "loss_box_reg": 0.030472801881842315, "loss_cls": 0.06519631156697869, "loss_rpn_cls": 0.003383050701359025, "loss_rpn_loc": 0.006366815832734574, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5371334294322878, "total_loss": 0.10938315779458208}
{"data_time": 0.003627398982644081, "eta_seconds": 126013.36337273289, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5049019607843137, "fast_rcnn/fg_cls_accuracy": 0.4950980392156863, "iteration": 7099, "loss_box_reg": 0.030297402990981936, "loss_cls": 0.06429849588312209, "loss_rpn_cls": 0.0042934986290674715, "loss_rpn_loc": 0.008290602469060104, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5418727251235396, "total_loss": 0.10697088222877937}
{"data_time": 0.004068900132551789, "eta_seconds": 126017.76755946921, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5428571428571428, "fast_rcnn/fg_cls_accuracy": 0.45714285714285713, "iteration": 7119, "loss_box_reg": 0.03131416055839509, "loss_cls": 0.06539530167356133, "loss_rpn_cls": 0.003688106785830314, "loss_rpn_loc": 0.007135679981729481, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5501066518481821, "total_loss": 0.1093583199854038}
{"data_time": 0.0039112374652177095, "eta_seconds": 126015.58559354371, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5317693059628543, "fast_rcnn/fg_cls_accuracy": 0.425893635571055, "iteration": 7139, "loss_box_reg": 0.029462736390996724, "loss_cls": 0.0674931718967855, "loss_rpn_cls": 0.002889669074647827, "loss_rpn_loc": 0.005019459265895421, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454398379661143, "total_loss": 0.10657383833677159}
{"data_time": 0.003621382173150778, "eta_seconds": 126004.76234829496, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.6290849673202614, "fast_rcnn/fg_cls_accuracy": 0.3709150326797386, "iteration": 7159, "loss_box_reg": 0.029965336143504828, "loss_cls": 0.0634750728495419, "loss_rpn_cls": 0.0036164323928460362, "loss_rpn_loc": 0.006002972852002131, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5460682439152151, "total_loss": 0.10087652797119517}
{"data_time": 0.004304646514356136, "eta_seconds": 125993.9391030462, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49468085106382975, "fast_rcnn/fg_cls_accuracy": 0.5053191489361701, "iteration": 7179, "loss_box_reg": 0.02873741975054145, "loss_cls": 0.06495639437343925, "loss_rpn_cls": 0.0032495892685346917, "loss_rpn_loc": 0.007237849378725514, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5347238266840577, "total_loss": 0.10533319053729429}
{"data_time": 0.004256710642948747, "eta_seconds": 125992.83741972712, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5857142857142856, "fast_rcnn/fg_cls_accuracy": 0.41428571428571426, "iteration": 7199, "loss_box_reg": 0.03065387101378292, "loss_cls": 0.06300141732208431, "loss_rpn_cls": 0.003496648203508812, "loss_rpn_loc": 0.005900441232370213, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5469065983779728, "total_loss": 0.10285102230682241}
{"data_time": 0.003550156718119979, "eta_seconds": 125982.01333929622, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5113636363636364, "fast_rcnn/fg_cls_accuracy": 0.45814855875831484, "iteration": 7219, "loss_box_reg": 0.031623947666957974, "loss_cls": 0.06173107598442584, "loss_rpn_cls": 0.0030427668089032522, "loss_rpn_loc": 0.00531368672818644, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5366746496874839, "total_loss": 0.10045002266178926}
{"data_time": 0.0039037521928548813, "eta_seconds": 125971.18925886531, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.531959629941127, "fast_rcnn/fg_cls_accuracy": 0.468040370058873, "iteration": 7239, "loss_box_reg": 0.027779646101407707, "loss_cls": 0.06324444944038987, "loss_rpn_cls": 0.003595619108864412, "loss_rpn_loc": 0.0052273614855948836, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5385979164857417, "total_loss": 0.10047652454932177}
{"data_time": 0.0038740464951843023, "eta_seconds": 125951.10786853824, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5092147435897436, "fast_rcnn/fg_cls_accuracy": 0.4907852564102564, "iteration": 7259, "loss_box_reg": 0.029659451101906598, "loss_cls": 0.06512742745690048, "loss_rpn_cls": 0.003914588862244273, "loss_rpn_loc": 0.007167064395616762, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5407445663586259, "total_loss": 0.10994273611322569}
{"data_time": 0.0037755011580884457, "eta_seconds": 125943.64353992301, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45553359683794464, "fast_rcnn/fg_cls_accuracy": 0.5444664031620553, "iteration": 7279, "loss_box_reg": 0.0295532182790339, "loss_cls": 0.061361180851235986, "loss_rpn_cls": 0.002993553311625874, "loss_rpn_loc": 0.006651118012086954, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5418955641798675, "total_loss": 0.10445011507863455}
{"data_time": 0.003882606513798237, "eta_seconds": 125932.81996632717, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5666666666666667, "fast_rcnn/fg_cls_accuracy": 0.43333333333333335, "iteration": 7299, "loss_box_reg": 0.02820901316590607, "loss_cls": 0.061238395515829325, "loss_rpn_cls": 0.0032851674704943434, "loss_rpn_loc": 0.00973842092207633, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395696968771517, "total_loss": 0.10263428853477308}
{"data_time": 0.003567687002941966, "eta_seconds": 125921.99639273132, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5617511520737327, "fast_rcnn/fg_cls_accuracy": 0.4382488479262673, "iteration": 7319, "loss_box_reg": 0.030399705399759114, "loss_cls": 0.06577640469186008, "loss_rpn_cls": 0.003247051435209869, "loss_rpn_loc": 0.00698155871941708, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5470950037706643, "total_loss": 0.10808382161758345}
{"data_time": 0.00360656576231122, "eta_seconds": 125899.18161282106, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4458064516129032, "fast_rcnn/fg_cls_accuracy": 0.5541935483870968, "iteration": 7339, "loss_box_reg": 0.027311003068462014, "loss_cls": 0.06350141880102456, "loss_rpn_cls": 0.003747931853126829, "loss_rpn_loc": 0.006433087459299713, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5301709182094783, "total_loss": 0.1051023324180278}
{"data_time": 0.0037584512028843164, "eta_seconds": 125896.99144389946, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.47058823529411764, "fast_rcnn/fg_cls_accuracy": 0.5294117647058824, "iteration": 7359, "loss_box_reg": 0.030089649138972163, "loss_cls": 0.06525539327412844, "loss_rpn_cls": 0.002770541882910038, "loss_rpn_loc": 0.006954620643227827, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5434793231543154, "total_loss": 0.10148379000338537}
{"data_time": 0.0038703004829585552, "eta_seconds": 125866.54774162476, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5153774464119292, "fast_rcnn/fg_cls_accuracy": 0.4846225535880708, "iteration": 7379, "loss_box_reg": 0.029427431349176913, "loss_cls": 0.0612526370678097, "loss_rpn_cls": 0.0034645824089238886, "loss_rpn_loc": 0.005933882224780973, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5382250382099301, "total_loss": 0.0982840366068558}
{"data_time": 0.004081384977325797, "eta_seconds": 125866.713984397, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5718954248366013, "fast_rcnn/fg_cls_accuracy": 0.42810457516339867, "iteration": 7399, "loss_box_reg": 0.030652690213173628, "loss_cls": 0.0643415714148432, "loss_rpn_cls": 0.0037266055296640843, "loss_rpn_loc": 0.006824599149695132, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427328899968415, "total_loss": 0.10672029105990077}
{"data_time": 0.0040018316358327866, "eta_seconds": 125791.85574585409, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.621943371943372, "fast_rcnn/fg_cls_accuracy": 0.34755067567567566, "iteration": 7419, "loss_box_reg": 0.02921737520955503, "loss_cls": 0.0643943160539493, "loss_rpn_cls": 0.0032735580862208735, "loss_rpn_loc": 0.008252962288679555, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384557493962348, "total_loss": 0.104495361926638}
{"data_time": 0.004082811996340752, "eta_seconds": 125828.15733477613, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5833333333333334, "fast_rcnn/fg_cls_accuracy": 0.4166666666666667, "iteration": 7439, "loss_box_reg": 0.029151856957469136, "loss_cls": 0.064134226529859, "loss_rpn_cls": 0.0034945657489515725, "loss_rpn_loc": 0.006724567690980621, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5437535259407014, "total_loss": 0.10797682234806416}
{"data_time": 0.003880151780322194, "eta_seconds": 125805.89893201413, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.49220867208672087, "fast_rcnn/fg_cls_accuracy": 0.5077913279132791, "iteration": 7459, "loss_box_reg": 0.028723383089527488, "loss_cls": 0.06194013589993119, "loss_rpn_cls": 0.003778354945097817, "loss_rpn_loc": 0.005044069213909097, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5389147899113595, "total_loss": 0.09992900731322152}
{"data_time": 0.0037929380778223276, "eta_seconds": 125795.07882726425, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.633739837398374, "fast_rcnn/fg_cls_accuracy": 0.36034618410700237, "iteration": 7479, "loss_box_reg": 0.030705499928444624, "loss_cls": 0.06402746960520744, "loss_rpn_cls": 0.003102567240148346, "loss_rpn_loc": 0.00567501248588087, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5468261558562517, "total_loss": 0.10659566376489238}
{"data_time": 0.00382389803417027, "eta_seconds": 125807.28900158731, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.6460942158616578, "fast_rcnn/fg_cls_accuracy": 0.3539057841383423, "iteration": 7499, "loss_box_reg": 0.0313898780150339, "loss_cls": 0.06188571429811418, "loss_rpn_cls": 0.0034660132955650624, "loss_rpn_loc": 0.006461739169026259, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.542438937118277, "total_loss": 0.10604670199472821}
{"data_time": 0.0036695506423711777, "eta_seconds": 125823.20070220414, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5510204081632653, "fast_rcnn/fg_cls_accuracy": 0.41798941798941797, "iteration": 7519, "loss_box_reg": 0.02975820517167449, "loss_cls": 0.06088347430340946, "loss_rpn_cls": 0.0030528362567565637, "loss_rpn_loc": 0.006493635955848731, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5429292547050864, "total_loss": 0.10222262379352287}
{"data_time": 0.003944635624065995, "eta_seconds": 125802.93708317704, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.44478764478764476, "fast_rcnn/fg_cls_accuracy": 0.5552123552123551, "iteration": 7539, "loss_box_reg": 0.026826959918253124, "loss_cls": 0.059890290489420295, "loss_rpn_cls": 0.0031758338627696503, "loss_rpn_loc": 0.004465442521905061, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5412393654696643, "total_loss": 0.09672643238059209}
{"data_time": 0.003842010162770748, "eta_seconds": 125788.7585946219, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6243243243243244, "fast_rcnn/fg_cls_accuracy": 0.34710424710424714, "iteration": 7559, "loss_box_reg": 0.028611763031221926, "loss_cls": 0.06385043310001493, "loss_rpn_cls": 0.0034392136087717518, "loss_rpn_loc": 0.006575402898306493, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5432409360073507, "total_loss": 0.10167590649018621}
{"data_time": 0.0038627679459750652, "eta_seconds": 125752.40971575631, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5144346431435445, "fast_rcnn/fg_cls_accuracy": 0.4833147942157954, "iteration": 7579, "loss_box_reg": 0.02969988319091499, "loss_cls": 0.06359423347748816, "loss_rpn_cls": 0.003060549412111868, "loss_rpn_loc": 0.00638859675382264, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5348604607861489, "total_loss": 0.10435274752944679}
{"data_time": 0.004157808376476169, "eta_seconds": 125730.15819876501, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.6309523809523809, "fast_rcnn/fg_cls_accuracy": 0.36904761904761907, "iteration": 7599, "loss_box_reg": 0.027884027804248035, "loss_cls": 0.06458692718297243, "loss_rpn_cls": 0.0033169597463711398, "loss_rpn_loc": 0.005300087592331693, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371747547760606, "total_loss": 0.10096331711974926}
{"data_time": 0.0037468313239514828, "eta_seconds": 125742.35648654355, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5917119565217391, "fast_rcnn/fg_cls_accuracy": 0.29851537645811244, "iteration": 7619, "loss_box_reg": 0.03121050214394927, "loss_cls": 0.0672594397328794, "loss_rpn_cls": 0.004005035472857799, "loss_rpn_loc": 0.006989940418861806, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.544131435919553, "total_loss": 0.10767623267201998}
{"data_time": 0.003939446294680238, "eta_seconds": 125748.81921519781, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5853723404255319, "fast_rcnn/fg_cls_accuracy": 0.41462765957446807, "iteration": 7639, "loss_box_reg": 0.03035434626508504, "loss_cls": 0.06579811125993729, "loss_rpn_cls": 0.0037747446590401523, "loss_rpn_loc": 0.005592633446212858, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424343165941536, "total_loss": 0.10762408980144755}
{"data_time": 0.0037446192000061274, "eta_seconds": 125720.71231486229, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46153846153846156, "fast_rcnn/fg_cls_accuracy": 0.5384615384615384, "iteration": 7659, "loss_box_reg": 0.028582069440744817, "loss_cls": 0.06372263887897134, "loss_rpn_cls": 0.0026730446406872943, "loss_rpn_loc": 0.00603766781205195, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5381365111097693, "total_loss": 0.10142175038117784}
{"data_time": 0.0037822644226253033, "eta_seconds": 125709.89022902166, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5020685579196218, "fast_rcnn/fg_cls_accuracy": 0.49793144208037826, "iteration": 7679, "loss_box_reg": 0.0290670411195606, "loss_cls": 0.06263257516548038, "loss_rpn_cls": 0.0029211999899416696, "loss_rpn_loc": 0.005281260047922842, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353263921570033, "total_loss": 0.10417316812890931}
{"data_time": 0.0037504485808312893, "eta_seconds": 125716.34849441028, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.524578136463683, "fast_rcnn/fg_cls_accuracy": 0.4663793103448276, "iteration": 7699, "loss_box_reg": 0.031235564325470477, "loss_cls": 0.06340524344705045, "loss_rpn_cls": 0.0035768437992373947, "loss_rpn_loc": 0.005764161178376526, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5415180460549891, "total_loss": 0.10647566154966626}
{"data_time": 0.003961721435189247, "eta_seconds": 125702.17231519986, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5241935483870968, "fast_rcnn/fg_cls_accuracy": 0.47580645161290325, "iteration": 7719, "loss_box_reg": 0.03216976783005521, "loss_cls": 0.06295457342639565, "loss_rpn_cls": 0.003112931729447155, "loss_rpn_loc": 0.005856170249899151, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399372957181185, "total_loss": 0.10516805288216347}
{"data_time": 0.00374809093773365, "eta_seconds": 125691.3490302721, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.582051282051282, "fast_rcnn/fg_cls_accuracy": 0.40512820512820513, "iteration": 7739, "loss_box_reg": 0.027850599610246718, "loss_cls": 0.06150331813842058, "loss_rpn_cls": 0.003876217042488861, "loss_rpn_loc": 0.006200021780387033, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5397334811277688, "total_loss": 0.1011030926656531}
{"data_time": 0.00366094964556396, "eta_seconds": 125666.60188565915, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40651135005973715, "fast_rcnn/fg_cls_accuracy": 0.5934886499402628, "iteration": 7759, "loss_box_reg": 0.03106231417041272, "loss_cls": 0.0664840682875365, "loss_rpn_cls": 0.0031828084418066283, "loss_rpn_loc": 0.004636104364180937, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5389566789381206, "total_loss": 0.1090558044777481}
{"data_time": 0.003947065211832523, "eta_seconds": 125632.77725601615, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.45971867007672634, "fast_rcnn/fg_cls_accuracy": 0.5402813299232736, "iteration": 7779, "loss_box_reg": 0.028920930810272694, "loss_cls": 0.06492511776741594, "loss_rpn_cls": 0.003965133062138193, "loss_rpn_loc": 0.005730582881369628, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377431404776871, "total_loss": 0.1036097952082855}
{"data_time": 0.003651898819953203, "eta_seconds": 125633.37774301087, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 7799, "loss_box_reg": 0.027955545810982585, "loss_cls": 0.062132649356499314, "loss_rpn_cls": 0.002927264594291046, "loss_rpn_loc": 0.005329659776180051, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5444820015691221, "total_loss": 0.10209298631707497}
{"data_time": 0.0037253040354698896, "eta_seconds": 125579.05046916404, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5182926829268293, "fast_rcnn/fg_cls_accuracy": 0.4817073170731707, "iteration": 7819, "loss_box_reg": 0.030917379772290587, "loss_cls": 0.06481613754294813, "loss_rpn_cls": 0.00313026700860064, "loss_rpn_loc": 0.006865249124530237, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5389664708636701, "total_loss": 0.10522186984417203}
{"data_time": 0.004562970483675599, "eta_seconds": 125611.73556614807, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5279761904761904, "fast_rcnn/fg_cls_accuracy": 0.4720238095238095, "iteration": 7839, "loss_box_reg": 0.029197874944657087, "loss_cls": 0.0599270504899323, "loss_rpn_cls": 0.002991058532415991, "loss_rpn_loc": 0.005392822575231548, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5409264431800693, "total_loss": 0.09901478373512873}
{"data_time": 0.0038323879707604647, "eta_seconds": 125600.91447771667, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.46252620545073375, "fast_rcnn/fg_cls_accuracy": 0.5141509433962264, "iteration": 7859, "loss_box_reg": 0.0309180942713283, "loss_cls": 0.06615619384683669, "loss_rpn_cls": 0.0032082360894492012, "loss_rpn_loc": 0.005102591952891089, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5401863863226026, "total_loss": 0.10735693804599578}
{"data_time": 0.0037482529878616333, "eta_seconds": 125521.79146762146, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5793460925039873, "fast_rcnn/fg_cls_accuracy": 0.4206539074960127, "iteration": 7879, "loss_box_reg": 0.031656964507419616, "loss_cls": 0.06567316385917366, "loss_rpn_cls": 0.0031205663945002016, "loss_rpn_loc": 0.00649937538037193, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417237970978022, "total_loss": 0.107428636608347}
{"data_time": 0.003831089474260807, "eta_seconds": 125567.85662751691, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.46866925064599485, "fast_rcnn/fg_cls_accuracy": 0.5174418604651163, "iteration": 7899, "loss_box_reg": 0.029073411831632257, "loss_cls": 0.06375713646411896, "loss_rpn_cls": 0.0027143607794641866, "loss_rpn_loc": 0.006385360138665419, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345412518363446, "total_loss": 0.10357733236378408}
{"data_time": 0.004036636557430029, "eta_seconds": 125500.16106081335, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.44466403162055335, "fast_rcnn/fg_cls_accuracy": 0.5366161616161615, "iteration": 7919, "loss_box_reg": 0.0285049180383794, "loss_cls": 0.06212353170849383, "loss_rpn_cls": 0.004282818512365338, "loss_rpn_loc": 0.005198281276534544, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5445259395055473, "total_loss": 0.10253145804517771}
{"data_time": 0.0038622459396719933, "eta_seconds": 125546.21641801717, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.41482391482391484, "fast_rcnn/fg_cls_accuracy": 0.5482954545454546, "iteration": 7939, "loss_box_reg": 0.02970358158927411, "loss_cls": 0.06206249073147774, "loss_rpn_cls": 0.002870502013820442, "loss_rpn_loc": 0.00747504091123119, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388714200817049, "total_loss": 0.10522928556952138}
{"data_time": 0.003597431117668748, "eta_seconds": 125555.02270119195, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4907407407407407, "fast_rcnn/fg_cls_accuracy": 0.5092592592592593, "iteration": 7959, "loss_box_reg": 0.02857713378034532, "loss_cls": 0.06569009297527373, "loss_rpn_cls": 0.0029113801110725035, "loss_rpn_loc": 0.006374726879585069, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5479218740947545, "total_loss": 0.10547644215330365}
{"data_time": 0.00424282462336123, "eta_seconds": 125555.77189909504, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5513157894736842, "fast_rcnn/fg_cls_accuracy": 0.4486842105263158, "iteration": 7979, "loss_box_reg": 0.02902368438662961, "loss_cls": 0.06368438480421901, "loss_rpn_cls": 0.0025987474724615822, "loss_rpn_loc": 0.0056083518284140155, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405611135065556, "total_loss": 0.1002192313968635}
{"data_time": 0.0036593335680663586, "eta_seconds": 125513.75610376755, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5851922164214522, "fast_rcnn/fg_cls_accuracy": 0.4148077835785477, "iteration": 7999, "loss_box_reg": 0.02818441914860159, "loss_cls": 0.06463125511072576, "loss_rpn_cls": 0.004093120061952504, "loss_rpn_loc": 0.005985368690744508, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5445592538453639, "total_loss": 0.10650134207207884}
{"data_time": 0.004044031724333763, "eta_seconds": 125549.46504443767, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5806976744186046, "fast_rcnn/fg_cls_accuracy": 0.41930232558139535, "iteration": 8019, "loss_box_reg": 0.028859148267656565, "loss_cls": 0.06212770415004343, "loss_rpn_cls": 0.0031921941540531407, "loss_rpn_loc": 0.005586289415077772, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5439280234277248, "total_loss": 0.10207984037879214}
{"data_time": 0.0037755814846605062, "eta_seconds": 125566.42677316791, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5305555555555556, "fast_rcnn/fg_cls_accuracy": 0.4678184281842819, "iteration": 8039, "loss_box_reg": 0.02899140806403011, "loss_cls": 0.06188777438364923, "loss_rpn_cls": 0.0038394393907310587, "loss_rpn_loc": 0.006953875992621761, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.545435762964189, "total_loss": 0.10302737680967766}
{"data_time": 0.003952189115807414, "eta_seconds": 125541.66214807797, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.525, "fast_rcnn/fg_cls_accuracy": 0.475, "iteration": 8059, "loss_box_reg": 0.030604450614191592, "loss_cls": 0.062054769368842244, "loss_rpn_cls": 0.002845607147037299, "loss_rpn_loc": 0.0065665197689668275, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5430779182352126, "total_loss": 0.10280354110182088}
{"data_time": 0.003664962016046047, "eta_seconds": 125516.99269582867, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39682539682539686, "fast_rcnn/fg_cls_accuracy": 0.5917366946778712, "iteration": 8079, "loss_box_reg": 0.03027108742389828, "loss_cls": 0.06122171995230019, "loss_rpn_cls": 0.0030199659772733867, "loss_rpn_loc": 0.005113296425406588, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5320217821281403, "total_loss": 0.09992999202586361}
{"data_time": 0.0037376407999545336, "eta_seconds": 125507.42414817424, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4077733860342556, "fast_rcnn/fg_cls_accuracy": 0.5900621118012422, "iteration": 8099, "loss_box_reg": 0.030295901698991656, "loss_cls": 0.0619162596995011, "loss_rpn_cls": 0.0032983577345930826, "loss_rpn_loc": 0.007211436372017488, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5456655055750161, "total_loss": 0.10583499858512369}
{"data_time": 0.003536575473845005, "eta_seconds": 125448.83547526831, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3691215616681455, "fast_rcnn/fg_cls_accuracy": 0.6146926536731634, "iteration": 8119, "loss_box_reg": 0.02904214768204838, "loss_cls": 0.05749255244154483, "loss_rpn_cls": 0.00291883819272698, "loss_rpn_loc": 0.006380002436344512, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380304416175932, "total_loss": 0.09800955335413164}
{"data_time": 0.003826556261628866, "eta_seconds": 125457.62653376372, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 8139, "loss_box_reg": 0.028108829632401466, "loss_cls": 0.06098985765129328, "loss_rpn_cls": 0.0029742043011538044, "loss_rpn_loc": 0.005632267406326719, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5525957455392927, "total_loss": 0.09948394922366788}
{"data_time": 0.0036836154758930206, "eta_seconds": 125395.15567519073, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.5133897110641297, "fast_rcnn/fg_cls_accuracy": 0.4866102889358703, "iteration": 8159, "loss_box_reg": 0.027395481476560235, "loss_cls": 0.06408401299268007, "loss_rpn_cls": 0.00327070766070392, "loss_rpn_loc": 0.0065480117773404345, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538587479153648, "total_loss": 0.10295782026969391}
{"data_time": 0.0037662945687770844, "eta_seconds": 125435.98294100189, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5050933786078098, "fast_rcnn/fg_cls_accuracy": 0.4949066213921901, "iteration": 8179, "loss_box_reg": 0.028650094231124967, "loss_cls": 0.06052721873857081, "loss_rpn_cls": 0.003052839098018012, "loss_rpn_loc": 0.006792820273403777, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418993870262057, "total_loss": 0.10136824833534774}
{"data_time": 0.0037733525969088078, "eta_seconds": 125373.52099354682, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5753787878787879, "fast_rcnn/fg_cls_accuracy": 0.4246212121212121, "iteration": 8199, "loss_box_reg": 0.02978431631345302, "loss_cls": 0.06489176116883755, "loss_rpn_cls": 0.0027031203153455863, "loss_rpn_loc": 0.005934821609116625, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401317519135773, "total_loss": 0.1017688661468128}
{"data_time": 0.0038559504318982363, "eta_seconds": 125423.49992117961, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37286324786324787, "fast_rcnn/fg_cls_accuracy": 0.6271367521367521, "iteration": 8219, "loss_box_reg": 0.03021965461084619, "loss_cls": 0.0662561587523669, "loss_rpn_cls": 0.0032560334100253385, "loss_rpn_loc": 0.005612315664620837, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5437432548496872, "total_loss": 0.10628578117643883}
{"data_time": 0.004313424462452531, "eta_seconds": 125429.25633128383, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5217391304347826, "fast_rcnn/fg_cls_accuracy": 0.4782608695652174, "iteration": 8239, "loss_box_reg": 0.029349589836783707, "loss_cls": 0.06619269540533423, "loss_rpn_cls": 0.002467961080128589, "loss_rpn_loc": 0.0046643410314572975, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433588710147887, "total_loss": 0.10436586709147377}
{"data_time": 0.003685354022309184, "eta_seconds": 125447.33514185878, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5033422459893049, "fast_rcnn/fg_cls_accuracy": 0.4594320486815416, "iteration": 8259, "loss_box_reg": 0.028921136108692735, "loss_cls": 0.06294762273319066, "loss_rpn_cls": 0.0034243940135638695, "loss_rpn_loc": 0.005536382363061421, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5492545319721103, "total_loss": 0.1002209297794252}
{"data_time": 0.0037918640300631523, "eta_seconds": 125407.60829622508, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4852813852813853, "fast_rcnn/fg_cls_accuracy": 0.5147186147186147, "iteration": 8279, "loss_box_reg": 0.027945224195718765, "loss_cls": 0.06318296596873552, "loss_rpn_cls": 0.0028408397079147107, "loss_rpn_loc": 0.005667459583492018, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396937252953649, "total_loss": 0.10159841049812712}
{"data_time": 0.003862883895635605, "eta_seconds": 125408.6569549155, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5494931425163982, "fast_rcnn/fg_cls_accuracy": 0.45050685748360164, "iteration": 8299, "loss_box_reg": 0.02928926289314404, "loss_cls": 0.06102104939054698, "loss_rpn_cls": 0.0026013095689449983, "loss_rpn_loc": 0.0054949983896221966, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398749124724418, "total_loss": 0.09621275012705155}
{"data_time": 0.0038217485416680574, "eta_seconds": 125369.38698702143, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5466666666666666, "fast_rcnn/fg_cls_accuracy": 0.42512820512820515, "iteration": 8319, "loss_box_reg": 0.029194339993409812, "loss_cls": 0.06374076497741044, "loss_rpn_cls": 0.0031140703222263255, "loss_rpn_loc": 0.005782476178865181, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5373413052875549, "total_loss": 0.09994795478087326}
{"data_time": 0.003779396880418062, "eta_seconds": 125387.00687020202, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.6543243243243244, "fast_rcnn/fg_cls_accuracy": 0.33666666666666667, "iteration": 8339, "loss_box_reg": 0.02813987957779318, "loss_cls": 0.06267446605488658, "loss_rpn_cls": 0.003736075670133232, "loss_rpn_loc": 0.0057714394279173575, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411875119898468, "total_loss": 0.09930161187048725}
{"data_time": 0.003770222421735525, "eta_seconds": 125359.95739608072, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.481904012588513, "fast_rcnn/fg_cls_accuracy": 0.5046992481203008, "iteration": 8359, "loss_box_reg": 0.027913078549318016, "loss_cls": 0.06272517400793731, "loss_rpn_cls": 0.002937401535746176, "loss_rpn_loc": 0.008071423522778787, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419248801190406, "total_loss": 0.10122694377378139}
{"data_time": 0.004026664653792977, "eta_seconds": 125405.24449038925, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.46298758865248224, "fast_rcnn/fg_cls_accuracy": 0.5346102150537635, "iteration": 8379, "loss_box_reg": 0.028381648822687566, "loss_cls": 0.06455758819356561, "loss_rpn_cls": 0.0032244276092114887, "loss_rpn_loc": 0.00507703661423875, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5494732102379203, "total_loss": 0.10273822561066481}
{"data_time": 0.0038325227797031403, "eta_seconds": 125326.09663969488, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45670731707317075, "fast_rcnn/fg_cls_accuracy": 0.5391260162601625, "iteration": 8399, "loss_box_reg": 0.029057357227429748, "loss_cls": 0.0636608749628067, "loss_rpn_cls": 0.0025260075844926178, "loss_rpn_loc": 0.004938149500958389, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5351729008834809, "total_loss": 0.10161520381376477}
{"data_time": 0.003740950720384717, "eta_seconds": 125383.58751723217, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.6165158371040724, "fast_rcnn/fg_cls_accuracy": 0.35641025641025637, "iteration": 8419, "loss_box_reg": 0.02776553010335192, "loss_cls": 0.06333507061935961, "loss_rpn_cls": 0.003571425266272854, "loss_rpn_loc": 0.006500695300928783, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5468985289335251, "total_loss": 0.1038873987719171}
{"data_time": 0.0036195663269609213, "eta_seconds": 125332.88165841834, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.6306818181818181, "fast_rcnn/fg_cls_accuracy": 0.3693181818181818, "iteration": 8439, "loss_box_reg": 0.028361881617456675, "loss_cls": 0.06440797518007457, "loss_rpn_cls": 0.002847313402526197, "loss_rpn_loc": 0.005720181223296095, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5390599169768393, "total_loss": 0.10327071617484762}
{"data_time": 0.003917606547474861, "eta_seconds": 125339.07002248685, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5075757575757576, "fast_rcnn/fg_cls_accuracy": 0.48484848484848486, "iteration": 8459, "loss_box_reg": 0.031529566913377494, "loss_cls": 0.06522693997249007, "loss_rpn_cls": 0.0038113076243462274, "loss_rpn_loc": 0.006404207495506853, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411823345348239, "total_loss": 0.10670381529052975}
{"data_time": 0.0034855608828365803, "eta_seconds": 125204.37683789828, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41382575757575757, "fast_rcnn/fg_cls_accuracy": 0.5861742424242424, "iteration": 8479, "loss_box_reg": 0.028074756904970855, "loss_cls": 0.061660255305469036, "loss_rpn_cls": 0.0029106155575391313, "loss_rpn_loc": 0.006417916789359879, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5357742444612086, "total_loss": 0.10030237796740948}
{"data_time": 0.003867420367896557, "eta_seconds": 125182.92553596105, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.48749218261413385, "fast_rcnn/fg_cls_accuracy": 0.5125078173858661, "iteration": 8499, "loss_box_reg": 0.028410325874574482, "loss_cls": 0.06304110400378704, "loss_rpn_cls": 0.0037766632308375847, "loss_rpn_loc": 0.0051336298492969945, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5370204695500433, "total_loss": 0.102633417414836}
{"data_time": 0.003576003946363926, "eta_seconds": 125127.39216166455, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.6628378378378379, "fast_rcnn/fg_cls_accuracy": 0.28888888888888886, "iteration": 8519, "loss_box_reg": 0.028326654341071844, "loss_cls": 0.06344960629940033, "loss_rpn_cls": 0.0027866203054145444, "loss_rpn_loc": 0.005639266597427195, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354878155048937, "total_loss": 0.10165018476868681}
{"data_time": 0.003980090608820319, "eta_seconds": 125075.40722136316, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5333333333333333, "fast_rcnn/fg_cls_accuracy": 0.4570175438596491, "iteration": 8539, "loss_box_reg": 0.027703167812433094, "loss_cls": 0.05960644735023379, "loss_rpn_cls": 0.0028576840059031383, "loss_rpn_loc": 0.005036802922404604, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5272371396422386, "total_loss": 0.10058672776813182}
{"data_time": 0.0034255366772413254, "eta_seconds": 125052.1188150351, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5313307493540051, "fast_rcnn/fg_cls_accuracy": 0.46866925064599485, "iteration": 8559, "loss_box_reg": 0.029123877291567624, "loss_cls": 0.06236627581529319, "loss_rpn_cls": 0.003146853101270608, "loss_rpn_loc": 0.0061807599013263825, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5464902864769101, "total_loss": 0.10061814756318199}
{"data_time": 0.0036456764210015535, "eta_seconds": 125075.7693047428, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.45836459114778694, "fast_rcnn/fg_cls_accuracy": 0.5416354088522131, "iteration": 8579, "loss_box_reg": 0.027933828358072788, "loss_cls": 0.059335158905014396, "loss_rpn_cls": 0.002433331515021564, "loss_rpn_loc": 0.005419371664174832, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5414673776831478, "total_loss": 0.0980965863163874}
{"data_time": 0.003780378494411707, "eta_seconds": 125120.6732064879, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5694444444444444, "fast_rcnn/fg_cls_accuracy": 0.4305555555555556, "iteration": 8599, "loss_box_reg": 0.02627641783328727, "loss_cls": 0.05890082847326994, "loss_rpn_cls": 0.0032573088892604574, "loss_rpn_loc": 0.00464522857873817, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5460504253860563, "total_loss": 0.09625186539688002}
{"data_time": 0.004034033278003335, "eta_seconds": 125098.9150198556, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5727272727272728, "fast_rcnn/fg_cls_accuracy": 0.4027027027027027, "iteration": 8619, "loss_box_reg": 0.028482113790232688, "loss_cls": 0.06278664316050708, "loss_rpn_cls": 0.0037600125897370162, "loss_rpn_loc": 0.007291761256055906, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5363578870892525, "total_loss": 0.10772388012924239}
{"data_time": 0.0037379085551947355, "eta_seconds": 125074.10489831725, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.573956442831216, "fast_rcnn/fg_cls_accuracy": 0.426043557168784, "iteration": 8639, "loss_box_reg": 0.03085229021962732, "loss_cls": 0.06658406171482056, "loss_rpn_cls": 0.0027255232394054474, "loss_rpn_loc": 0.005324068260961212, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5408936864696443, "total_loss": 0.10308974119607228}
{"data_time": 0.0041166546288877726, "eta_seconds": 125078.34948462434, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4308823529411765, "fast_rcnn/fg_cls_accuracy": 0.5301020408163266, "iteration": 8659, "loss_box_reg": 0.028452754544559866, "loss_cls": 0.06532391207292676, "loss_rpn_cls": 0.0029260908595460933, "loss_rpn_loc": 0.00513794289145153, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.543147410498932, "total_loss": 0.10408620123143919}
{"data_time": 0.004023059969767928, "eta_seconds": 125052.48083809996, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5232683982683983, "fast_rcnn/fg_cls_accuracy": 0.47673160173160173, "iteration": 8679, "loss_box_reg": 0.025994147930759937, "loss_cls": 0.06298263231292367, "loss_rpn_cls": 0.002782685641250282, "loss_rpn_loc": 0.0054545917810173705, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5393636606168002, "total_loss": 0.09862220025752322}
{"data_time": 0.003675102489069104, "eta_seconds": 125030.09289913718, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4380952380952381, "fast_rcnn/fg_cls_accuracy": 0.5619047619047619, "iteration": 8699, "loss_box_reg": 0.029265619348734617, "loss_cls": 0.06161269242875278, "loss_rpn_cls": 0.0028107615080443793, "loss_rpn_loc": 0.006684284857328748, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5416703775990754, "total_loss": 0.10229545306674481}
{"data_time": 0.0038957588840276003, "eta_seconds": 125045.90948925354, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.48222610722610726, "fast_rcnn/fg_cls_accuracy": 0.5177738927738927, "iteration": 8719, "loss_box_reg": 0.028384282311890274, "loss_cls": 0.0642059842357412, "loss_rpn_cls": 0.0027907986086574965, "loss_rpn_loc": 0.004258814878994599, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5482973048929125, "total_loss": 0.09986661836683197}
{"data_time": 0.004138176096603274, "eta_seconds": 125061.62633063667, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4539295392953929, "fast_rcnn/fg_cls_accuracy": 0.5460704607046071, "iteration": 8739, "loss_box_reg": 0.02684835623949766, "loss_cls": 0.06211815983988345, "loss_rpn_cls": 0.0029964290947646077, "loss_rpn_loc": 0.0062565647676819935, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5452909683808684, "total_loss": 0.10074496904439911}
{"data_time": 0.0037841005250811577, "eta_seconds": 125131.29007672542, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40588235294117647, "fast_rcnn/fg_cls_accuracy": 0.5941176470588235, "iteration": 8759, "loss_box_reg": 0.028969234961550683, "loss_cls": 0.06339147873222828, "loss_rpn_cls": 0.0030305769641927327, "loss_rpn_loc": 0.004804729309398681, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544466809835285, "total_loss": 0.10123802710131713}
{"data_time": 0.0036544781178236008, "eta_seconds": 125132.66092392616, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.47619047619047616, "fast_rcnn/fg_cls_accuracy": 0.5071428571428571, "iteration": 8779, "loss_box_reg": 0.02707198983989656, "loss_cls": 0.062464025570079684, "loss_rpn_cls": 0.0034433415785315447, "loss_rpn_loc": 0.006588371226825984, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339761460199952, "total_loss": 0.09838719390063488}
{"data_time": 0.003961630165576935, "eta_seconds": 125109.64490306214, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5391414141414141, "fast_rcnn/fg_cls_accuracy": 0.45906432748538006, "iteration": 8799, "loss_box_reg": 0.02915403724182397, "loss_cls": 0.06232838751748204, "loss_rpn_cls": 0.003192958316503791, "loss_rpn_loc": 0.0063929871103027835, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410740163642913, "total_loss": 0.10251478583558082}
{"data_time": 0.003997239517048001, "eta_seconds": 125111.01364086382, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42424242424242425, "fast_rcnn/fg_cls_accuracy": 0.5757575757575758, "iteration": 8819, "loss_box_reg": 0.03043640626128763, "loss_cls": 0.06293954222928733, "loss_rpn_cls": 0.003529664291818335, "loss_rpn_loc": 0.006108720008342061, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5434131023939699, "total_loss": 0.10262225994301843}
{"data_time": 0.003632078878581524, "eta_seconds": 125100.18999933265, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.5166666666666667, "fast_rcnn/fg_cls_accuracy": 0.4833333333333333, "iteration": 8839, "loss_box_reg": 0.027542224910575897, "loss_cls": 0.06111539335688576, "loss_rpn_cls": 0.0029968230719532585, "loss_rpn_loc": 0.00792146385720116, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5413781311362982, "total_loss": 0.10338785917974747}
{"data_time": 0.0037631781306117773, "eta_seconds": 125160.4725978726, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.542997542997543, "fast_rcnn/fg_cls_accuracy": 0.457002457002457, "iteration": 8859, "loss_box_reg": 0.027612616890110075, "loss_cls": 0.060081187868490815, "loss_rpn_cls": 0.0024117217722050555, "loss_rpn_loc": 0.004934002667141613, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.549625321989879, "total_loss": 0.09561349148316367}
{"data_time": 0.003800429869443178, "eta_seconds": 125149.64280371252, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5064102564102564, "fast_rcnn/fg_cls_accuracy": 0.48601398601398604, "iteration": 8879, "loss_box_reg": 0.029038948589004576, "loss_cls": 0.06370653049089015, "loss_rpn_cls": 0.00319930430578097, "loss_rpn_loc": 0.006764326026313938, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5437472090125084, "total_loss": 0.10748947829051758}
{"data_time": 0.0036513658706098795, "eta_seconds": 125138.81300955242, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.49243697478991594, "fast_rcnn/fg_cls_accuracy": 0.4701298701298701, "iteration": 8899, "loss_box_reg": 0.027890218188986182, "loss_cls": 0.061148026026785374, "loss_rpn_cls": 0.0029664176104233775, "loss_rpn_loc": 0.005300834607623983, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5403094810899347, "total_loss": 0.09852057204807352}
{"data_time": 0.00392142147757113, "eta_seconds": 125056.89543320797, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4954545454545455, "fast_rcnn/fg_cls_accuracy": 0.5045454545454545, "iteration": 8919, "loss_box_reg": 0.028411327162757516, "loss_cls": 0.06286641978658736, "loss_rpn_cls": 0.0029347395097829576, "loss_rpn_loc": 0.005512386065674946, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365791043732315, "total_loss": 0.10363765508282086}
{"data_time": 0.003981206798925996, "eta_seconds": 125019.88670533779, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5104166666666667, "fast_rcnn/fg_cls_accuracy": 0.484375, "iteration": 8939, "loss_box_reg": 0.026388899597804993, "loss_cls": 0.05969332065433264, "loss_rpn_cls": 0.0032053961526798957, "loss_rpn_loc": 0.004638627317035571, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5370348074939102, "total_loss": 0.09298114005878233}
{"data_time": 0.004127423511818051, "eta_seconds": 124954.04138098378, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4543114543114543, "fast_rcnn/fg_cls_accuracy": 0.4617030380830124, "iteration": 8959, "loss_box_reg": 0.028567522414959967, "loss_cls": 0.0621735577005893, "loss_rpn_cls": 0.001999908725338173, "loss_rpn_loc": 0.004692593589425087, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5352816455997527, "total_loss": 0.09885845865642295}
{"data_time": 0.0036478436086326838, "eta_seconds": 124998.2439552925, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.49220867208672087, "fast_rcnn/fg_cls_accuracy": 0.5077913279132791, "iteration": 8979, "loss_box_reg": 0.026378380018286407, "loss_cls": 0.06284746155142784, "loss_rpn_cls": 0.002986667669574672, "loss_rpn_loc": 0.005880356999114156, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5455300151370466, "total_loss": 0.10033190600415764}
{"data_time": 0.004138245480135083, "eta_seconds": 124942.53048834368, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5064024390243902, "fast_rcnn/fg_cls_accuracy": 0.49359756097560975, "iteration": 8999, "loss_box_reg": 0.0296301418566145, "loss_cls": 0.059664420143235475, "loss_rpn_cls": 0.0025114679301623255, "loss_rpn_loc": 0.006833861865743529, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5392048705834895, "total_loss": 0.09961254323297908}
{"data_time": 0.004186926642432809, "eta_seconds": 124903.10383588239, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5643939393939394, "fast_rcnn/fg_cls_accuracy": 0.4356060606060606, "iteration": 9019, "loss_box_reg": 0.029402838903479278, "loss_cls": 0.0635828897356987, "loss_rpn_cls": 0.0030771944207117485, "loss_rpn_loc": 0.005768101167632267, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5401504095643759, "total_loss": 0.10101912608570274}
{"data_time": 0.0037928270176053047, "eta_seconds": 124892.28882479179, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5700280112044818, "fast_rcnn/fg_cls_accuracy": 0.42997198879551823, "iteration": 9039, "loss_box_reg": 0.026798423961736262, "loss_cls": 0.061064239824190736, "loss_rpn_cls": 0.0022830015568615636, "loss_rpn_loc": 0.00466476922883885, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5460172989405692, "total_loss": 0.09770876717811916}
{"data_time": 0.0038778786547482014, "eta_seconds": 124899.95832153503, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5355093256814921, "fast_rcnn/fg_cls_accuracy": 0.41503267973856206, "iteration": 9059, "loss_box_reg": 0.030025598942302167, "loss_cls": 0.06474269344471395, "loss_rpn_cls": 0.0032350731894439377, "loss_rpn_loc": 0.0063682846375741065, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5480462040286511, "total_loss": 0.10671348078471965}
{"data_time": 0.00384777644649148, "eta_seconds": 124944.1370801793, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.6128364389233955, "fast_rcnn/fg_cls_accuracy": 0.34234234234234234, "iteration": 9079, "loss_box_reg": 0.029498043935745955, "loss_cls": 0.06069016736000776, "loss_rpn_cls": 0.003170551472067018, "loss_rpn_loc": 0.0056147876821341924, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5428840026725084, "total_loss": 0.10002490121496521}
{"data_time": 0.004018813604488969, "eta_seconds": 124888.44304695236, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5227743271221532, "fast_rcnn/fg_cls_accuracy": 0.4772256728778468, "iteration": 9099, "loss_box_reg": 0.02806053968379274, "loss_cls": 0.061062823282554746, "loss_rpn_cls": 0.002670025277438981, "loss_rpn_loc": 0.005842126047355123, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5322195568587631, "total_loss": 0.09789431907074686}
{"data_time": 0.0033695523161441088, "eta_seconds": 124867.50848586578, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4327485380116959, "fast_rcnn/fg_cls_accuracy": 0.5672514619883041, "iteration": 9119, "loss_box_reg": 0.026663587777875364, "loss_cls": 0.06077083176933229, "loss_rpn_cls": 0.002999449646267749, "loss_rpn_loc": 0.005841833706654143, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369724424090236, "total_loss": 0.1018729878828708}
{"data_time": 0.0037059071473777294, "eta_seconds": 124838.21376933879, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5454545454545454, "fast_rcnn/fg_cls_accuracy": 0.4545454545454546, "iteration": 9139, "loss_box_reg": 0.029229948995634913, "loss_cls": 0.06075244850944728, "loss_rpn_cls": 0.0028606355817828444, "loss_rpn_loc": 0.0059489826307981275, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5439800603780895, "total_loss": 0.10304272566918371}
{"data_time": 0.003920969553291798, "eta_seconds": 124827.3987582482, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5050556117290192, "fast_rcnn/fg_cls_accuracy": 0.4744245524296675, "iteration": 9159, "loss_box_reg": 0.027921540022362024, "loss_cls": 0.0590924866264686, "loss_rpn_cls": 0.002644215319378418, "loss_rpn_loc": 0.005363162330468185, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5384426233358681, "total_loss": 0.09748093872053687}
{"data_time": 0.0037844236940145493, "eta_seconds": 124834.30722672818, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44959473150962515, "fast_rcnn/fg_cls_accuracy": 0.5504052684903749, "iteration": 9179, "loss_box_reg": 0.027014080551452935, "loss_cls": 0.06140752392821014, "loss_rpn_cls": 0.0025338296727568377, "loss_rpn_loc": 0.00524803397274809, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5433643900323659, "total_loss": 0.09645045528213814}
{"data_time": 0.0035968271549791098, "eta_seconds": 124823.4906799472, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5455465587044535, "fast_rcnn/fg_cls_accuracy": 0.44163292847503377, "iteration": 9199, "loss_box_reg": 0.0281943844165653, "loss_cls": 0.06261200667358935, "loss_rpn_cls": 0.002869256390852115, "loss_rpn_loc": 0.0054030996907386, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428570283111185, "total_loss": 0.10024846717760738}
{"data_time": 0.0038581225089728832, "eta_seconds": 124760.04497166141, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5172413793103449, "fast_rcnn/fg_cls_accuracy": 0.48050974512743627, "iteration": 9219, "loss_box_reg": 0.029653608100488782, "loss_cls": 0.06602205033414066, "loss_rpn_cls": 0.0036665273746621097, "loss_rpn_loc": 0.006518527850857936, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5391454596538097, "total_loss": 0.10604445584067435}
{"data_time": 0.004082634579390287, "eta_seconds": 124733.59549132804, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4774904214559387, "fast_rcnn/fg_cls_accuracy": 0.5225095785440613, "iteration": 9239, "loss_box_reg": 0.025287563970778137, "loss_cls": 0.06216571480035782, "loss_rpn_cls": 0.002310206450829355, "loss_rpn_loc": 0.0058826814565691166, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5360339961480349, "total_loss": 0.09684143704407688}
{"data_time": 0.003824510145932436, "eta_seconds": 124697.42244430259, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.48958333333333337, "fast_rcnn/fg_cls_accuracy": 0.5104166666666667, "iteration": 9259, "loss_box_reg": 0.0272608749801293, "loss_cls": 0.06550795584917068, "loss_rpn_cls": 0.0028812031855522946, "loss_rpn_loc": 0.005630374358588597, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390925060492009, "total_loss": 0.10125866568796482}
{"data_time": 0.004309573443606496, "eta_seconds": 124711.97423028457, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5806976744186046, "fast_rcnn/fg_cls_accuracy": 0.41930232558139535, "iteration": 9279, "loss_box_reg": 0.028558406862430274, "loss_cls": 0.06363918830174953, "loss_rpn_cls": 0.0028127059813414235, "loss_rpn_loc": 0.0052278500006650575, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5378008463885635, "total_loss": 0.09798198756243437}
{"data_time": 0.004008924821391702, "eta_seconds": 124706.76121675363, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.45355474831344056, "fast_rcnn/fg_cls_accuracy": 0.537386018237082, "iteration": 9299, "loss_box_reg": 0.02860098984092474, "loss_cls": 0.06102702231146395, "loss_rpn_cls": 0.0038263244405243313, "loss_rpn_loc": 0.005342710872355383, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5427731843665242, "total_loss": 0.09886001862832927}
{"data_time": 0.0038661123253405094, "eta_seconds": 124721.50953554548, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48390243902439023, "fast_rcnn/fg_cls_accuracy": 0.5114167099117799, "iteration": 9319, "loss_box_reg": 0.026594578463118523, "loss_cls": 0.06076572113670409, "loss_rpn_cls": 0.0028531167681649094, "loss_rpn_loc": 0.0054228308945312165, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5501296557486057, "total_loss": 0.09684183869376284}
{"data_time": 0.0036102880258113146, "eta_seconds": 124747.77485248027, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4580592105263158, "fast_rcnn/fg_cls_accuracy": 0.5419407894736843, "iteration": 9339, "loss_box_reg": 0.026878332311753184, "loss_cls": 0.061619225540198386, "loss_rpn_cls": 0.0023874318449088605, "loss_rpn_loc": 0.005798635393148288, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5441161300987005, "total_loss": 0.09723114139956124}
{"data_time": 0.0038288324140012264, "eta_seconds": 124719.2486473422, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4168965517241379, "fast_rcnn/fg_cls_accuracy": 0.5458620689655173, "iteration": 9359, "loss_box_reg": 0.02900000987574458, "loss_cls": 0.06071903556585312, "loss_rpn_cls": 0.002331631646597998, "loss_rpn_loc": 0.004893258555966895, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5364545190241188, "total_loss": 0.0979910076091528}
{"data_time": 0.0035844400990754366, "eta_seconds": 124684.45713874907, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4112554112554112, "fast_rcnn/fg_cls_accuracy": 0.5871212121212122, "iteration": 9379, "loss_box_reg": 0.02773935964796692, "loss_cls": 0.059617649065330625, "loss_rpn_cls": 0.00230969786116475, "loss_rpn_loc": 0.005791557701741112, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414706114679575, "total_loss": 0.09603393788529502}
{"data_time": 0.00362520688213408, "eta_seconds": 124721.0495295818, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5736559139784947, "fast_rcnn/fg_cls_accuracy": 0.41021505376344086, "iteration": 9399, "loss_box_reg": 0.028306458494625986, "loss_cls": 0.0678071198053658, "loss_rpn_cls": 0.0022150922036416887, "loss_rpn_loc": 0.005989717825286789, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5454905789811164, "total_loss": 0.1055491332957672}
{"data_time": 0.003920615883544087, "eta_seconds": 124702.37001700746, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5067567567567568, "fast_rcnn/fg_cls_accuracy": 0.49324324324324326, "iteration": 9419, "loss_box_reg": 0.027059168671257794, "loss_cls": 0.06518189841881394, "loss_rpn_cls": 0.0018705936872720486, "loss_rpn_loc": 0.005894076326512732, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5484826418105513, "total_loss": 0.0957923404612302}
{"data_time": 0.0033879720140248537, "eta_seconds": 124691.5536557273, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5275297619047619, "fast_rcnn/fg_cls_accuracy": 0.4724702380952381, "iteration": 9439, "loss_box_reg": 0.02721533610019833, "loss_cls": 0.06042282213456929, "loss_rpn_cls": 0.0028814161405534833, "loss_rpn_loc": 0.006700236481265165, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5389307183213532, "total_loss": 0.09691667483957644}
{"data_time": 0.00401136395521462, "eta_seconds": 124680.73729444714, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.502828409805154, "fast_rcnn/fg_cls_accuracy": 0.4583011583011583, "iteration": 9459, "loss_box_reg": 0.02993146562948823, "loss_cls": 0.06141747208312154, "loss_rpn_cls": 0.003010907458701695, "loss_rpn_loc": 0.006354457531415392, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394825611729175, "total_loss": 0.09833258468233907}
{"data_time": 0.0035792633425444365, "eta_seconds": 124709.67175110197, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.544407894736842, "fast_rcnn/fg_cls_accuracy": 0.45559210526315785, "iteration": 9479, "loss_box_reg": 0.027653296943753958, "loss_cls": 0.06497340998612344, "loss_rpn_cls": 0.002734826616688224, "loss_rpn_loc": 0.00539324528654106, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447265093680471, "total_loss": 0.10371696822903687}
{"data_time": 0.003458989318460226, "eta_seconds": 124785.9770450592, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5434782608695652, "fast_rcnn/fg_cls_accuracy": 0.44565217391304346, "iteration": 9499, "loss_box_reg": 0.028967441525310278, "loss_cls": 0.06349295610561967, "loss_rpn_cls": 0.002771556844436418, "loss_rpn_loc": 0.005700233297829982, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5451339739374816, "total_loss": 0.10413471774018035}
{"data_time": 0.003928366815671325, "eta_seconds": 124901.24397331802, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4809523809523809, "fast_rcnn/fg_cls_accuracy": 0.5014880952380952, "iteration": 9519, "loss_box_reg": 0.026374002918601036, "loss_cls": 0.06245726742781699, "loss_rpn_cls": 0.0025180080056088627, "loss_rpn_loc": 0.005248655652394518, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442520808428526, "total_loss": 0.09904093907698552}
{"data_time": 0.003767563495784998, "eta_seconds": 124964.46834243857, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5899784482758621, "fast_rcnn/fg_cls_accuracy": 0.4100215517241379, "iteration": 9539, "loss_box_reg": 0.02702461794251576, "loss_cls": 0.06105368456337601, "loss_rpn_cls": 0.0023966271946846973, "loss_rpn_loc": 0.005031143973610597, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5443885088898242, "total_loss": 0.09815067015279055}
{"data_time": 0.004003561334684491, "eta_seconds": 124953.62360355933, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5732142857142857, "fast_rcnn/fg_cls_accuracy": 0.4198170731707317, "iteration": 9559, "loss_box_reg": 0.02784374577458948, "loss_cls": 0.05993122066138312, "loss_rpn_cls": 0.0026434796238845593, "loss_rpn_loc": 0.00688299171088147, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5458603838924319, "total_loss": 0.10053441417971953}
{"data_time": 0.004033019999042153, "eta_seconds": 124944.83550176863, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5016260162601627, "fast_rcnn/fg_cls_accuracy": 0.49837398373983743, "iteration": 9579, "loss_box_reg": 0.029697699355892837, "loss_cls": 0.060660704504698515, "loss_rpn_cls": 0.00226676638499157, "loss_rpn_loc": 0.005931092731771059, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5466714811045676, "total_loss": 0.09830903133752145}
{"data_time": 0.003835706738755107, "eta_seconds": 124922.09348736773, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4118050789293068, "fast_rcnn/fg_cls_accuracy": 0.5881949210706932, "iteration": 9599, "loss_box_reg": 0.027312916005030274, "loss_cls": 0.059374386561103165, "loss_rpn_cls": 0.00315308905328493, "loss_rpn_loc": 0.004784659358847421, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5445938245393336, "total_loss": 0.0963783290981155}
{"data_time": 0.003870422951877117, "eta_seconds": 124921.08938692161, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5175757575757576, "fast_rcnn/fg_cls_accuracy": 0.4824242424242424, "iteration": 9619, "loss_box_reg": 0.027253290929365903, "loss_cls": 0.06139326188713312, "loss_rpn_cls": 0.0028141034151758504, "loss_rpn_loc": 0.005348734543076716, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5398156305309385, "total_loss": 0.09741578359034975}
{"data_time": 0.003948584897443652, "eta_seconds": 124900.40571804601, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4665718349928876, "fast_rcnn/fg_cls_accuracy": 0.5334281650071124, "iteration": 9639, "loss_box_reg": 0.0271209649508819, "loss_cls": 0.06246911268681288, "loss_rpn_cls": 0.0025695080817058624, "loss_rpn_loc": 0.00607075809239177, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.533792566973716, "total_loss": 0.10053390421307995}
{"data_time": 0.0037264844868332148, "eta_seconds": 124889.56183338515, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5258620689655172, "fast_rcnn/fg_cls_accuracy": 0.47413793103448276, "iteration": 9659, "loss_box_reg": 0.02827397349756211, "loss_cls": 0.0652604321949184, "loss_rpn_cls": 0.003113927346703349, "loss_rpn_loc": 0.005393479375925381, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5428716309834272, "total_loss": 0.10114939447112192}
{"data_time": 0.004149805521592498, "eta_seconds": 124888.55517028389, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5266509433962264, "fast_rcnn/fg_cls_accuracy": 0.4580712788259958, "iteration": 9679, "loss_box_reg": 0.026220577768981457, "loss_cls": 0.06272260379046202, "loss_rpn_cls": 0.0021283323029592793, "loss_rpn_loc": 0.004946097677020589, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5376966027542949, "total_loss": 0.097425773440591}
{"data_time": 0.0036756875924766064, "eta_seconds": 124867.87406406342, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5060975609756098, "fast_rcnn/fg_cls_accuracy": 0.49390243902439024, "iteration": 9699, "loss_box_reg": 0.02710227487841621, "loss_cls": 0.06335588585352525, "loss_rpn_cls": 0.0027350994114385685, "loss_rpn_loc": 0.006356314923323225, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375243264716119, "total_loss": 0.10134386116715177}
{"data_time": 0.004062113584950566, "eta_seconds": 124857.03017940256, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.33295454545454545, "fast_rcnn/fg_cls_accuracy": 0.6351190476190476, "iteration": 9719, "loss_box_reg": 0.027900233981199563, "loss_cls": 0.060739248408935964, "loss_rpn_cls": 0.0030371726061275695, "loss_rpn_loc": 0.00572099162673112, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5452999048866332, "total_loss": 0.09831024183108639}
{"data_time": 0.0040723178535699844, "eta_seconds": 124825.86773783085, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.5726495726495726, "fast_rcnn/fg_cls_accuracy": 0.42735042735042733, "iteration": 9739, "loss_box_reg": 0.02674804616253823, "loss_cls": 0.06264518178068101, "loss_rpn_cls": 0.002549358188844053, "loss_rpn_loc": 0.005962881310551893, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424596595112234, "total_loss": 0.09868133343809404}
{"data_time": 0.004306404385715723, "eta_seconds": 124796.97195939906, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.5655899802241267, "fast_rcnn/fg_cls_accuracy": 0.43441001977587346, "iteration": 9759, "loss_box_reg": 0.02733452687971294, "loss_cls": 0.06197796389460564, "loss_rpn_cls": 0.0020776954752363963, "loss_rpn_loc": 0.004356107674539089, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5381768730003387, "total_loss": 0.10033375373768649}
{"data_time": 0.003663905430585146, "eta_seconds": 124824.49852541997, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.44387755102040816, "fast_rcnn/fg_cls_accuracy": 0.5561224489795918, "iteration": 9779, "loss_box_reg": 0.029262020369060338, "loss_cls": 0.061665712390094995, "loss_rpn_cls": 0.003134829104283199, "loss_rpn_loc": 0.007677854606299661, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5446983040310442, "total_loss": 0.10367298683740955}
{"data_time": 0.003679190296679735, "eta_seconds": 124825.54141047318, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.41666666666666663, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 9799, "loss_box_reg": 0.026551216607913375, "loss_cls": 0.062474205158650875, "loss_rpn_cls": 0.003085592905335943, "loss_rpn_loc": 0.007212812932266388, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5460363714955747, "total_loss": 0.1028787414497856}
{"data_time": 0.0037759370170533657, "eta_seconds": 124812.6419981292, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48133848133848134, "fast_rcnn/fg_cls_accuracy": 0.4974974974974975, "iteration": 9819, "loss_box_reg": 0.027277935412712395, "loss_cls": 0.058060777839273214, "loss_rpn_cls": 0.0026969274677242083, "loss_rpn_loc": 0.005092133360449225, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5419902645517141, "total_loss": 0.09433609398229237}
{"data_time": 0.004044912988319993, "eta_seconds": 124803.85157569218, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3773109243697479, "fast_rcnn/fg_cls_accuracy": 0.6226890756302521, "iteration": 9839, "loss_box_reg": 0.028538762708194554, "loss_cls": 0.06231412780471146, "loss_rpn_cls": 0.002827325664839009, "loss_rpn_loc": 0.005659538241161499, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5459981288295239, "total_loss": 0.0986165213306549}
{"data_time": 0.0037790099158883095, "eta_seconds": 124758.92500832048, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.47093023255813954, "fast_rcnn/fg_cls_accuracy": 0.5290697674418605, "iteration": 9859, "loss_box_reg": 0.027989843278191984, "loss_cls": 0.06514634424820542, "loss_rpn_cls": 0.0031570107594234287, "loss_rpn_loc": 0.004443141271622153, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5376976819243282, "total_loss": 0.10155193989385225}
{"data_time": 0.00395928742364049, "eta_seconds": 124737.2526026736, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45759552656104385, "fast_rcnn/fg_cls_accuracy": 0.5424044734389561, "iteration": 9879, "loss_box_reg": 0.026318654301576316, "loss_cls": 0.06182705448009074, "loss_rpn_cls": 0.002387189198998385, "loss_rpn_loc": 0.005568036132899579, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5363545743748546, "total_loss": 0.09717839774759796}
{"data_time": 0.003702716436237097, "eta_seconds": 124726.4115883722, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4708333333333333, "fast_rcnn/fg_cls_accuracy": 0.5125, "iteration": 9899, "loss_box_reg": 0.02691962564131245, "loss_cls": 0.06100461271125823, "loss_rpn_cls": 0.0023998302017389506, "loss_rpn_loc": 0.005482495907926932, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413369075395167, "total_loss": 0.09793407328743342}
{"data_time": 0.003464357228949666, "eta_seconds": 124738.50449423445, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.49242424242424243, "fast_rcnn/fg_cls_accuracy": 0.48863636363636365, "iteration": 9919, "loss_box_reg": 0.025437171454541385, "loss_cls": 0.060698682675138116, "loss_rpn_cls": 0.0028691883776446048, "loss_rpn_loc": 0.005023171761422418, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5412461254745722, "total_loss": 0.09406235530741469}
{"data_time": 0.0037794839590787888, "eta_seconds": 124715.55718598259, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3871415356151712, "fast_rcnn/fg_cls_accuracy": 0.5793478260869566, "iteration": 9939, "loss_box_reg": 0.025646114896517247, "loss_cls": 0.060789147624745965, "loss_rpn_cls": 0.0034307184303088434, "loss_rpn_loc": 0.006217060770723037, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358925939071923, "total_loss": 0.09754952222806423}
{"data_time": 0.0037138347979635, "eta_seconds": 124704.71523039811, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.47970085470085466, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 9959, "loss_box_reg": 0.027432325994595885, "loss_cls": 0.061248089419677854, "loss_rpn_cls": 0.0027980208340068202, "loss_rpn_loc": 0.0048991377334459685, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5377369413617998, "total_loss": 0.09666407011627598}
{"data_time": 0.0037219005171209574, "eta_seconds": 124705.97547067469, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.47987117552334946, "fast_rcnn/fg_cls_accuracy": 0.5201288244766505, "iteration": 9979, "loss_box_reg": 0.027836712426505983, "loss_cls": 0.06177372962702066, "loss_rpn_cls": 0.002662818678572876, "loss_rpn_loc": 0.005404062638262985, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5494657647795975, "total_loss": 0.09736046895000072}
{"data_time": 0.003691314021125436, "eta_seconds": 124683.03131922917, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.6753774680603949, "fast_rcnn/fg_cls_accuracy": 0.3246225319396051, "iteration": 9999, "loss_box_reg": 0.028538730810396373, "loss_cls": 0.06460903421975672, "loss_rpn_cls": 0.0024598239942861255, "loss_rpn_loc": 0.005121752139530145, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53780786995776, "total_loss": 0.10004410458168422}
{"data_time": 0.003684123046696186, "eta_seconds": 124672.18936364469, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4891304347826087, "fast_rcnn/fg_cls_accuracy": 0.5108695652173914, "iteration": 10019, "loss_box_reg": 0.028174113482236862, "loss_cls": 0.06329200637992471, "loss_rpn_cls": 0.0029729393190791598, "loss_rpn_loc": 0.005647577214404009, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5371907004155219, "total_loss": 0.0994766803555649}
{"data_time": 0.004098912002518773, "eta_seconds": 124650.52448826237, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4159090909090909, "fast_rcnn/fg_cls_accuracy": 0.5590909090909091, "iteration": 10039, "loss_box_reg": 0.025967348541598767, "loss_cls": 0.06325354985892773, "loss_rpn_cls": 0.0028516243369267613, "loss_rpn_loc": 0.008500558564264793, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5444228211417794, "total_loss": 0.10616755500518593}
{"data_time": 0.003905988298356533, "eta_seconds": 124626.06856100424, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.41524621212121215, "fast_rcnn/fg_cls_accuracy": 0.5847537878787878, "iteration": 10059, "loss_box_reg": 0.025241088296752423, "loss_cls": 0.056697063613682985, "loss_rpn_cls": 0.0029163386129766877, "loss_rpn_loc": 0.0071713561192154884, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449140856508166, "total_loss": 0.09447789763135006}
{"data_time": 0.003741218475624919, "eta_seconds": 124507.7302893661, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5067567567567568, "fast_rcnn/fg_cls_accuracy": 0.49324324324324326, "iteration": 10079, "loss_box_reg": 0.025756118237040937, "loss_cls": 0.05743185512255877, "loss_rpn_cls": 0.0031690647429059027, "loss_rpn_loc": 0.0047033316877787, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5346045615151525, "total_loss": 0.09337997002671727}
{"data_time": 0.0038358280435204506, "eta_seconds": 124537.83829053887, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43813131313131315, "fast_rcnn/fg_cls_accuracy": 0.5618686868686869, "iteration": 10099, "loss_box_reg": 0.027595659135840833, "loss_cls": 0.06112998258322477, "loss_rpn_cls": 0.0032673863252057345, "loss_rpn_loc": 0.0071155737023218535, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5431764523964375, "total_loss": 0.09734915689614354}
{"data_time": 0.003962579648941755, "eta_seconds": 124586.66131251957, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.5058139534883721, "iteration": 10119, "loss_box_reg": 0.026810237381141633, "loss_cls": 0.06268763658590615, "loss_rpn_cls": 0.002748850504303846, "loss_rpn_loc": 0.005311131557391491, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5406925978604704, "total_loss": 0.09752982084614814}
{"data_time": 0.003635481232777238, "eta_seconds": 124560.01303687855, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5116531165311653, "fast_rcnn/fg_cls_accuracy": 0.4883468834688347, "iteration": 10139, "loss_box_reg": 0.02799495158251375, "loss_cls": 0.060603904305025935, "loss_rpn_cls": 0.0031186239114049386, "loss_rpn_loc": 0.004821384449314792, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428779085632414, "total_loss": 0.10044056855281269}
{"data_time": 0.0035775708965957165, "eta_seconds": 124564.98285082635, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5263157894736843, "fast_rcnn/fg_cls_accuracy": 0.4736842105263158, "iteration": 10159, "loss_box_reg": 0.026839718862902373, "loss_cls": 0.061241254676133394, "loss_rpn_cls": 0.002407382549790782, "loss_rpn_loc": 0.005765623711340595, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5419754681643099, "total_loss": 0.09633205208865547}
{"data_time": 0.0038374115247279406, "eta_seconds": 124554.14361997973, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.6, "fast_rcnn/fg_cls_accuracy": 0.38571428571428573, "iteration": 10179, "loss_box_reg": 0.028979960130527616, "loss_cls": 0.06367085757665336, "loss_rpn_cls": 0.002609096596188465, "loss_rpn_loc": 0.005650837505527306, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431699345353991, "total_loss": 0.09981077963357166}
{"data_time": 0.0038222523871809244, "eta_seconds": 124527.49947093125, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4766304347826087, "fast_rcnn/fg_cls_accuracy": 0.5233695652173913, "iteration": 10199, "loss_box_reg": 0.024933732056524605, "loss_cls": 0.057879536354448646, "loss_rpn_cls": 0.0031805916551093105, "loss_rpn_loc": 0.006151152927486692, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5331510351970792, "total_loss": 0.09389394294976228}
{"data_time": 0.0040796175599098206, "eta_seconds": 124532.4651582865, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.555, "fast_rcnn/fg_cls_accuracy": 0.445, "iteration": 10219, "loss_box_reg": 0.027665335801430047, "loss_cls": 0.06141539057716727, "loss_rpn_cls": 0.003318460583614069, "loss_rpn_loc": 0.005625191508443095, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541112715844065, "total_loss": 0.09722607958337903}
{"data_time": 0.004164866870269179, "eta_seconds": 124505.82376029971, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.5981182795698925, "fast_rcnn/fg_cls_accuracy": 0.3810483870967742, "iteration": 10239, "loss_box_reg": 0.02683621534379199, "loss_cls": 0.061193285044282675, "loss_rpn_cls": 0.0030365638740477152, "loss_rpn_loc": 0.006015668375766836, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.538069155998528, "total_loss": 0.09903823872627981}
{"data_time": 0.0037819715216755867, "eta_seconds": 124480.40143942297, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.31993355481727576, "fast_rcnn/fg_cls_accuracy": 0.66578073089701, "iteration": 10259, "loss_box_reg": 0.02578047168208286, "loss_cls": 0.059978461475111544, "loss_rpn_cls": 0.0020424115716650704, "loss_rpn_loc": 0.005252286449831445, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5329507493879646, "total_loss": 0.09464684157637748}
{"data_time": 0.003707436379045248, "eta_seconds": 124469.56485375133, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5423669467787116, "fast_rcnn/fg_cls_accuracy": 0.4254901960784314, "iteration": 10279, "loss_box_reg": 0.02740117924986407, "loss_cls": 0.0607618554495275, "loss_rpn_cls": 0.0033690069460590166, "loss_rpn_loc": 0.004970674443029566, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.538576137740165, "total_loss": 0.09906641598445276}
{"data_time": 0.003436197293922305, "eta_seconds": 124473.31019435241, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5716666666666668, "fast_rcnn/fg_cls_accuracy": 0.42833333333333334, "iteration": 10299, "loss_box_reg": 0.02761582739185542, "loss_cls": 0.06216763542033732, "loss_rpn_cls": 0.0036315022078952097, "loss_rpn_loc": 0.0064012203001766466, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5441667090635747, "total_loss": 0.10065340549579105}
{"data_time": 0.0037091728299856186, "eta_seconds": 124397.61292544543, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5381578947368422, "fast_rcnn/fg_cls_accuracy": 0.4618421052631579, "iteration": 10319, "loss_box_reg": 0.027261077892035246, "loss_cls": 0.061711539048701525, "loss_rpn_cls": 0.002454688052239362, "loss_rpn_loc": 0.0054962954091024585, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380449742078781, "total_loss": 0.09962272809900696}
{"data_time": 0.004006573930382729, "eta_seconds": 124352.18318783096, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33631436314363145, "fast_rcnn/fg_cls_accuracy": 0.5125078173858661, "iteration": 10339, "loss_box_reg": 0.025431782298255712, "loss_cls": 0.06024450086988509, "loss_rpn_cls": 0.0025814026380430732, "loss_rpn_loc": 0.004646132954803761, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5338774314150214, "total_loss": 0.09770593467305844}
{"data_time": 0.003842434613034129, "eta_seconds": 124356.10358070955, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.5732142857142857, "fast_rcnn/fg_cls_accuracy": 0.42678571428571427, "iteration": 10359, "loss_box_reg": 0.02489073434844613, "loss_cls": 0.06490925722755492, "loss_rpn_cls": 0.002503733466483027, "loss_rpn_loc": 0.004705944393208483, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386963330674917, "total_loss": 0.09580580406031913}
{"data_time": 0.0039028970059007406, "eta_seconds": 124330.52479860722, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4375, "fast_rcnn/fg_cls_accuracy": 0.5625, "iteration": 10379, "loss_box_reg": 0.026401472568977624, "loss_cls": 0.06013647257350385, "loss_rpn_cls": 0.0034925643740280066, "loss_rpn_loc": 0.0073251045469078235, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5298460279591382, "total_loss": 0.09484297806648101}
{"data_time": 0.0043410006910562515, "eta_seconds": 124301.68806626042, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.49390243902439024, "fast_rcnn/fg_cls_accuracy": 0.4941860465116279, "iteration": 10399, "loss_box_reg": 0.02703598514199257, "loss_cls": 0.06138205900788307, "loss_rpn_cls": 0.0019085174853898934, "loss_rpn_loc": 0.005029029256547801, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5416712511796504, "total_loss": 0.09820701801845644}
{"data_time": 0.003738380502909422, "eta_seconds": 124285.23820195394, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5192307692307692, "fast_rcnn/fg_cls_accuracy": 0.4807692307692308, "iteration": 10419, "loss_box_reg": 0.02875358215533197, "loss_cls": 0.06430266366805881, "loss_rpn_cls": 0.002098880918993018, "loss_rpn_loc": 0.007031887595076114, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415827143006027, "total_loss": 0.10132964427862134}
{"data_time": 0.003605843987315893, "eta_seconds": 124267.69436437078, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4519756838905775, "fast_rcnn/fg_cls_accuracy": 0.5397212543554006, "iteration": 10439, "loss_box_reg": 0.02746981574455276, "loss_cls": 0.06329796568024904, "loss_rpn_cls": 0.0029507866156563978, "loss_rpn_loc": 0.006434494127461221, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5382901125121862, "total_loss": 0.09968447112532886}
{"data_time": 0.003599529853090644, "eta_seconds": 124245.45106784347, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5174242424242425, "fast_rcnn/fg_cls_accuracy": 0.45416666666666666, "iteration": 10459, "loss_box_reg": 0.02760870911879465, "loss_cls": 0.06374563835561275, "loss_rpn_cls": 0.002772304464883746, "loss_rpn_loc": 0.004913313394354191, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5290030131582171, "total_loss": 0.10064455370354608}
{"data_time": 0.0034938398748636246, "eta_seconds": 124231.64444122743, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 10479, "loss_box_reg": 0.027913492056541145, "loss_cls": 0.060889653279446065, "loss_rpn_cls": 0.002802371976486029, "loss_rpn_loc": 0.004977487638825551, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5447280074004084, "total_loss": 0.09857007511118354}
{"data_time": 0.003743130946531892, "eta_seconds": 124154.25698914635, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5266106442577031, "fast_rcnn/fg_cls_accuracy": 0.4650238473767886, "iteration": 10499, "loss_box_reg": 0.027016874286346138, "loss_cls": 0.059666570741683245, "loss_rpn_cls": 0.002780213632831874, "loss_rpn_loc": 0.00583475286475732, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399519999045879, "total_loss": 0.09530735467819795}
{"data_time": 0.004167251521721482, "eta_seconds": 124131.72398849227, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5946704067321178, "fast_rcnn/fg_cls_accuracy": 0.4053295932678822, "iteration": 10519, "loss_box_reg": 0.026694914617110044, "loss_cls": 0.05983421904966235, "loss_rpn_cls": 0.0027212045247324568, "loss_rpn_loc": 0.00569753501622472, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5408037607558072, "total_loss": 0.09833573389028061}
{"data_time": 0.003755036508664489, "eta_seconds": 124114.84967363114, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4636533084808947, "fast_rcnn/fg_cls_accuracy": 0.5018639328984157, "iteration": 10539, "loss_box_reg": 0.026186284259893, "loss_cls": 0.058169116731733084, "loss_rpn_cls": 0.0026036304716399172, "loss_rpn_loc": 0.0062331184453796595, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5398266206029803, "total_loss": 0.09715100365201579}
{"data_time": 0.003704188158735633, "eta_seconds": 124021.38356415764, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5009428032683847, "fast_rcnn/fg_cls_accuracy": 0.49905719673161536, "iteration": 10559, "loss_box_reg": 0.025826443685218692, "loss_cls": 0.06131999986246228, "loss_rpn_cls": 0.003551270012394525, "loss_rpn_loc": 0.00505888261977816, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5311810686253011, "total_loss": 0.09846106705174407}
{"data_time": 0.0036124272737652063, "eta_seconds": 123921.92579478887, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4253968253968254, "fast_rcnn/fg_cls_accuracy": 0.5746031746031746, "iteration": 10579, "loss_box_reg": 0.027818266302347183, "loss_cls": 0.0612983840983361, "loss_rpn_cls": 0.0029150221430427337, "loss_rpn_loc": 0.006029252595908474, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5327273700386286, "total_loss": 0.099635407892265}
{"data_time": 0.004071321338415146, "eta_seconds": 123944.21803835873, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.474375, "fast_rcnn/fg_cls_accuracy": 0.5039024390243902, "iteration": 10599, "loss_box_reg": 0.027579584682825953, "loss_cls": 0.06252065277658403, "loss_rpn_cls": 0.0028010907053612755, "loss_rpn_loc": 0.005522783401829656, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5545485005713999, "total_loss": 0.09850855737840902}
{"data_time": 0.004404231905937195, "eta_seconds": 123979.68843810936, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.45622435020519836, "fast_rcnn/fg_cls_accuracy": 0.5437756497948016, "iteration": 10619, "loss_box_reg": 0.027463468722999096, "loss_cls": 0.06280606659129262, "loss_rpn_cls": 0.002580289229626942, "loss_rpn_loc": 0.0060380810900824144, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5456955225672573, "total_loss": 0.09821944774901681}
{"data_time": 0.0041206281166523695, "eta_seconds": 123993.17023385572, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.5861522198731501, "fast_rcnn/fg_cls_accuracy": 0.4138477801268499, "iteration": 10639, "loss_box_reg": 0.027086955029517412, "loss_cls": 0.06301724107470363, "loss_rpn_cls": 0.002508765103357291, "loss_rpn_loc": 0.005119681401993148, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5437027788721025, "total_loss": 0.0988567147651338}
{"data_time": 0.004383912542834878, "eta_seconds": 123975.61635796772, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5598290598290598, "fast_rcnn/fg_cls_accuracy": 0.41794871794871796, "iteration": 10659, "loss_box_reg": 0.02750800340436399, "loss_cls": 0.06095794169232249, "loss_rpn_cls": 0.002795020432131423, "loss_rpn_loc": 0.007387478835880756, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5381256896071136, "total_loss": 0.09786928661378624}
{"data_time": 0.0042555746622383595, "eta_seconds": 123981.03683156031, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5792383292383292, "fast_rcnn/fg_cls_accuracy": 0.4207616707616708, "iteration": 10679, "loss_box_reg": 0.026268920279107988, "loss_cls": 0.060802979627624154, "loss_rpn_cls": 0.0023389664993374026, "loss_rpn_loc": 0.004180145850114059, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5465232231654227, "total_loss": 0.09544205375300407}
{"data_time": 0.004466938553377986, "eta_seconds": 124034.35771277477, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4828571428571429, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 10699, "loss_box_reg": 0.027425805979873985, "loss_cls": 0.06163050525356084, "loss_rpn_cls": 0.0029303563273970212, "loss_rpn_loc": 0.006663993670372292, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.547078647185117, "total_loss": 0.10029655044149877}
{"data_time": 0.004203344462439418, "eta_seconds": 123979.65403968492, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4817073170731707, "fast_rcnn/fg_cls_accuracy": 0.5182926829268293, "iteration": 10719, "loss_box_reg": 0.026957217080052942, "loss_cls": 0.06263852305710316, "loss_rpn_cls": 0.0031719871367386077, "loss_rpn_loc": 0.006031070261087734, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5392192206345499, "total_loss": 0.10133858287395014}
{"data_time": 0.004684509010985494, "eta_seconds": 124006.67020115117, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5076023391812865, "fast_rcnn/fg_cls_accuracy": 0.4923976608187134, "iteration": 10739, "loss_box_reg": 0.027349753072485328, "loss_cls": 0.06058371358085424, "loss_rpn_cls": 0.0025458218606217997, "loss_rpn_loc": 0.0049626761028775945, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5468543360475451, "total_loss": 0.09674284702850855}
{"data_time": 0.004155883565545082, "eta_seconds": 124025.13079576963, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41798941798941797, "fast_rcnn/fg_cls_accuracy": 0.5549169859514687, "iteration": 10759, "loss_box_reg": 0.02673960686661303, "loss_cls": 0.06214442849159241, "loss_rpn_cls": 0.0032330545409422484, "loss_rpn_loc": 0.005472678050864488, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5459106145426631, "total_loss": 0.09917783017772308}
{"data_time": 0.004136457573622465, "eta_seconds": 123963.96935010399, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.49823819591261453, "fast_rcnn/fg_cls_accuracy": 0.41482391482391484, "iteration": 10779, "loss_box_reg": 0.02836993965320289, "loss_cls": 0.06480494374409318, "loss_rpn_cls": 0.00251404508799169, "loss_rpn_loc": 0.005562426529650111, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5381940191145986, "total_loss": 0.10224059011352438}
{"data_time": 0.004186400445178151, "eta_seconds": 123934.5528110005, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6313236313236313, "fast_rcnn/fg_cls_accuracy": 0.3454391891891892, "iteration": 10799, "loss_box_reg": 0.02571712661301717, "loss_cls": 0.06116602697875351, "loss_rpn_cls": 0.0019877522832416616, "loss_rpn_loc": 0.004792433537659235, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5301307225599885, "total_loss": 0.0932966884038251}
{"data_time": 0.004590925993397832, "eta_seconds": 123916.15245595784, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.6458333333333333, "fast_rcnn/fg_cls_accuracy": 0.35416666666666663, "iteration": 10819, "loss_box_reg": 0.027393890311941504, "loss_cls": 0.05961963604204357, "loss_rpn_cls": 0.002401274232852302, "loss_rpn_loc": 0.005549681241973303, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5446402670349926, "total_loss": 0.09521832349491888}
{"data_time": 0.0043199320789426565, "eta_seconds": 123885.04969877447, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5089285714285714, "fast_rcnn/fg_cls_accuracy": 0.4910714285714286, "iteration": 10839, "loss_box_reg": 0.02835977845825255, "loss_cls": 0.05971551453694701, "loss_rpn_cls": 0.0021773054268123815, "loss_rpn_loc": 0.005081334267742932, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5395032374653965, "total_loss": 0.09548536104807681}
{"data_time": 0.004645890090614557, "eta_seconds": 123902.10935233906, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3931818181818182, "fast_rcnn/fg_cls_accuracy": 0.5826086956521739, "iteration": 10859, "loss_box_reg": 0.024746849085204303, "loss_cls": 0.05800346587784588, "loss_rpn_cls": 0.0022680912115902174, "loss_rpn_loc": 0.00531731809314806, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5472680146340281, "total_loss": 0.09225442331990052}
{"data_time": 0.004364032531157136, "eta_seconds": 123909.88880366622, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5174418604651163, "fast_rcnn/fg_cls_accuracy": 0.4384404924760602, "iteration": 10879, "loss_box_reg": 0.027622414811048657, "loss_cls": 0.06168182904366404, "loss_rpn_cls": 0.002147070494629588, "loss_rpn_loc": 0.006796128531277645, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5440865058917552, "total_loss": 0.09983527774329559}
{"data_time": 0.004239134723320603, "eta_seconds": 123896.66554198042, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45039682539682535, "fast_rcnn/fg_cls_accuracy": 0.5496031746031746, "iteration": 10899, "loss_box_reg": 0.028233413002453744, "loss_cls": 0.06604789872653782, "loss_rpn_cls": 0.003346445941588172, "loss_rpn_loc": 0.005414494808064774, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5420751213096082, "total_loss": 0.10315889806634004}
{"data_time": 0.0044179195538163185, "eta_seconds": 123871.50756959827, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.416988416988417, "fast_rcnn/fg_cls_accuracy": 0.583011583011583, "iteration": 10919, "loss_box_reg": 0.026432151556946337, "loss_cls": 0.062216135673224926, "loss_rpn_cls": 0.002684815108523253, "loss_rpn_loc": 0.005579507826041663, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.535620832350105, "total_loss": 0.1003329653228775}
{"data_time": 0.003746417351067066, "eta_seconds": 123898.4907286712, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.47017543859649125, "fast_rcnn/fg_cls_accuracy": 0.5298245614035088, "iteration": 10939, "loss_box_reg": 0.027669694798532873, "loss_cls": 0.05979896918870509, "loss_rpn_cls": 0.0027367523434804752, "loss_rpn_loc": 0.007576721276564058, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5429576435126364, "total_loss": 0.09771574787737336}
{"data_time": 0.003914877539500594, "eta_seconds": 123887.6727814232, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4352159468438538, "fast_rcnn/fg_cls_accuracy": 0.5241509433962264, "iteration": 10959, "loss_box_reg": 0.0257552454713732, "loss_cls": 0.06019202736206353, "loss_rpn_cls": 0.00261316571959469, "loss_rpn_loc": 0.005453448444313835, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382803878746927, "total_loss": 0.09762073656293069}
{"data_time": 0.0034537166357040405, "eta_seconds": 123826.4241859424, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5564102564102564, "fast_rcnn/fg_cls_accuracy": 0.44358974358974357, "iteration": 10979, "loss_box_reg": 0.024454742844682187, "loss_cls": 0.05877039022743702, "loss_rpn_cls": 0.002059469866708241, "loss_rpn_loc": 0.005737887582654366, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537922736024484, "total_loss": 0.09528904426872487}
{"data_time": 0.0038036550395190716, "eta_seconds": 123828.2489815636, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5903263403263403, "fast_rcnn/fg_cls_accuracy": 0.3926282051282051, "iteration": 10999, "loss_box_reg": 0.025874001323245466, "loss_cls": 0.0609973935643211, "loss_rpn_cls": 0.003047536943540763, "loss_rpn_loc": 0.007262395687575918, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5465844634454697, "total_loss": 0.0994948221245977}
{"data_time": 0.004106085514649749, "eta_seconds": 123804.79709948553, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5555555555555556, "fast_rcnn/fg_cls_accuracy": 0.4027777777777778, "iteration": 11019, "loss_box_reg": 0.02683964028256014, "loss_cls": 0.05886495893355459, "loss_rpn_cls": 0.002669054947091354, "loss_rpn_loc": 0.005464986745209899, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5356795887928456, "total_loss": 0.09337550555210328}
{"data_time": 0.0036412158515304327, "eta_seconds": 123771.52841502358, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3969979296066253, "fast_rcnn/fg_cls_accuracy": 0.6030020703933747, "iteration": 11039, "loss_box_reg": 0.02518320770468563, "loss_cls": 0.06040537869557738, "loss_rpn_cls": 0.0024972275969048496, "loss_rpn_loc": 0.00519600175175583, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5371185974217951, "total_loss": 0.09562457201036523}
{"data_time": 0.003587346524000168, "eta_seconds": 123766.11711018509, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5274418604651163, "fast_rcnn/fg_cls_accuracy": 0.4525581395348837, "iteration": 11059, "loss_box_reg": 0.027638609579298645, "loss_cls": 0.060386827448382974, "loss_rpn_cls": 0.003129708211417892, "loss_rpn_loc": 0.00554251681023743, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5420197080820799, "total_loss": 0.09855663295275008}
{"data_time": 0.00385815161280334, "eta_seconds": 123815.66977209435, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4055059523809524, "fast_rcnn/fg_cls_accuracy": 0.5944940476190477, "iteration": 11079, "loss_box_reg": 0.025999344303272665, "loss_cls": 0.06257452326826751, "loss_rpn_cls": 0.0025695436380601677, "loss_rpn_loc": 0.004541286041785497, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406398875638843, "total_loss": 0.09954484525388807}
{"data_time": 0.003829346504062414, "eta_seconds": 123774.17574652028, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36355311355311354, "fast_rcnn/fg_cls_accuracy": 0.6068211068211069, "iteration": 11099, "loss_box_reg": 0.023071196919772774, "loss_cls": 0.05673484597355127, "loss_rpn_cls": 0.0025401709381185356, "loss_rpn_loc": 0.00494379126757849, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5325361008290201, "total_loss": 0.09224155096978848}
{"data_time": 0.0036630225367844105, "eta_seconds": 123794.03511738428, "fast_rcnn/cls_accuracy": 0.9619140625, "fast_rcnn/false_negative": 0.6292023731048122, "fast_rcnn/fg_cls_accuracy": 0.3707976268951879, "iteration": 11119, "loss_box_reg": 0.02692508220206946, "loss_cls": 0.06030093308072537, "loss_rpn_cls": 0.00283539125371135, "loss_rpn_loc": 0.004830711171962321, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5467232253868133, "total_loss": 0.09821029715499208}
{"data_time": 0.003505097236484289, "eta_seconds": 123783.21779002924, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.39728260869565213, "fast_rcnn/fg_cls_accuracy": 0.6027173913043478, "iteration": 11139, "loss_box_reg": 0.025871802121400833, "loss_cls": 0.05878469441086054, "loss_rpn_cls": 0.002785359488825634, "loss_rpn_loc": 0.0059538069799600635, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540822014445439, "total_loss": 0.09584540539481168}
{"data_time": 0.0037200816441327333, "eta_seconds": 123756.05885304883, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5211206896551724, "fast_rcnn/fg_cls_accuracy": 0.46700819672131144, "iteration": 11159, "loss_box_reg": 0.02972438361030072, "loss_cls": 0.065123779932037, "loss_rpn_cls": 0.0027938040902881767, "loss_rpn_loc": 0.0056145176422433, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399372198153287, "total_loss": 0.1032479488038689}
{"data_time": 0.0035230149514973164, "eta_seconds": 123745.24295390025, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.45704134366925064, "fast_rcnn/fg_cls_accuracy": 0.481280193236715, "iteration": 11179, "loss_box_reg": 0.02771052363095805, "loss_cls": 0.060650842962786555, "loss_rpn_cls": 0.002915743007633864, "loss_rpn_loc": 0.004979086545063183, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5466519207693636, "total_loss": 0.09774023676823163}
{"data_time": 0.004019999643787742, "eta_seconds": 123750.76580796414, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5187134502923976, "fast_rcnn/fg_cls_accuracy": 0.4726911618669315, "iteration": 11199, "loss_box_reg": 0.02668097853893414, "loss_cls": 0.06240273010917008, "loss_rpn_cls": 0.0023229282787724514, "loss_rpn_loc": 0.004549074750684667, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418989113532007, "total_loss": 0.10104747722266438}
{"data_time": 0.0035344420466572046, "eta_seconds": 123739.9484806091, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.48644688644688644, "fast_rcnn/fg_cls_accuracy": 0.5135531135531135, "iteration": 11219, "loss_box_reg": 0.02513898370671086, "loss_cls": 0.061908207600936294, "loss_rpn_cls": 0.002607491039270826, "loss_rpn_loc": 0.005425970419310033, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380879445001483, "total_loss": 0.09532007217967475}
{"data_time": 0.003932655788958073, "eta_seconds": 123757.85320764757, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.5450980392156862, "fast_rcnn/fg_cls_accuracy": 0.4549019607843137, "iteration": 11239, "loss_box_reg": 0.02488048089435324, "loss_cls": 0.05890941678080708, "loss_rpn_cls": 0.002357715821290185, "loss_rpn_loc": 0.006676113946014084, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5433214451186359, "total_loss": 0.09515074595810802}
{"data_time": 0.0039011063054203987, "eta_seconds": 123755.04991022358, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.49831649831649827, "fast_rcnn/fg_cls_accuracy": 0.5016835016835017, "iteration": 11259, "loss_box_reg": 0.026294721465092152, "loss_cls": 0.05844559380784631, "loss_rpn_cls": 0.0029841527220924036, "loss_rpn_loc": 0.005198765284148976, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5407377234660089, "total_loss": 0.09783034150814274}
{"data_time": 0.0038748655933886766, "eta_seconds": 123727.28743270948, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 11279, "loss_box_reg": 0.026064745150506496, "loss_cls": 0.06412232969887555, "loss_rpn_cls": 0.002054160470606803, "loss_rpn_loc": 0.004369505248178029, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360162630677223, "total_loss": 0.09652316923165927}
{"data_time": 0.004099345533177257, "eta_seconds": 123696.67917118897, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.46904761904761905, "fast_rcnn/fg_cls_accuracy": 0.5238095238095238, "iteration": 11299, "loss_box_reg": 0.02465049404418096, "loss_cls": 0.058939008973538876, "loss_rpn_cls": 0.0027389457022763963, "loss_rpn_loc": 0.00438907764328178, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.54076963593252, "total_loss": 0.09169704716623528}
{"data_time": 0.004123061429709196, "eta_seconds": 123722.5882920851, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4695121951219512, "fast_rcnn/fg_cls_accuracy": 0.5304878048780488, "iteration": 11319, "loss_box_reg": 0.027597575564868748, "loss_cls": 0.06417020235676318, "loss_rpn_cls": 0.0020246771437086863, "loss_rpn_loc": 0.005235385135165416, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5484426824841648, "total_loss": 0.09947423392259225}
{"data_time": 0.0037205410189926624, "eta_seconds": 123742.42682109377, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.42463235294117646, "fast_rcnn/fg_cls_accuracy": 0.5737028301886793, "iteration": 11339, "loss_box_reg": 0.026230629067867994, "loss_cls": 0.061119916616007686, "loss_rpn_cls": 0.002237384014733834, "loss_rpn_loc": 0.005143849411979318, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5384677774272859, "total_loss": 0.09352477909715162}
{"data_time": 0.003710016841068864, "eta_seconds": 123764.27470471943, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.423125, "fast_rcnn/fg_cls_accuracy": 0.576875, "iteration": 11359, "loss_box_reg": 0.025614743761252612, "loss_cls": 0.06022476381622255, "loss_rpn_cls": 0.0026701921337917156, "loss_rpn_loc": 0.004786737852555234, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5477027962915599, "total_loss": 0.09246498553929428}
{"data_time": 0.0036488932091742754, "eta_seconds": 123820.96951787942, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5263736263736263, "fast_rcnn/fg_cls_accuracy": 0.4736263736263736, "iteration": 11379, "loss_box_reg": 0.026651521038729697, "loss_cls": 0.05928621091879904, "loss_rpn_cls": 0.002127788553480059, "loss_rpn_loc": 0.008041130393394269, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440308845136315, "total_loss": 0.09635686594197068}
{"data_time": 0.003926300909370184, "eta_seconds": 123781.92098151683, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41463414634146345, "fast_rcnn/fg_cls_accuracy": 0.5853658536585367, "iteration": 11399, "loss_box_reg": 0.026815820019692183, "loss_cls": 0.060508362017571926, "loss_rpn_cls": 0.0018123033937627042, "loss_rpn_loc": 0.003983377875556471, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5403021036181599, "total_loss": 0.09378011118394625}
{"data_time": 0.0038497592322528362, "eta_seconds": 123750.20325966831, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4743421052631579, "fast_rcnn/fg_cls_accuracy": 0.5256578947368421, "iteration": 11419, "loss_box_reg": 0.02637339849025011, "loss_cls": 0.060902270837686956, "loss_rpn_cls": 0.0025987924605033186, "loss_rpn_loc": 0.005606851962511428, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366989760659635, "total_loss": 0.09513433036681818}
{"data_time": 0.00351500790566206, "eta_seconds": 123788.47356094164, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3660714285714286, "fast_rcnn/fg_cls_accuracy": 0.6215909090909091, "iteration": 11439, "loss_box_reg": 0.026428776152897626, "loss_cls": 0.06012725899927318, "loss_rpn_cls": 0.002577554875642818, "loss_rpn_loc": 0.004808818288438488, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5410546909552068, "total_loss": 0.09455732319656818}
{"data_time": 0.003385696792975068, "eta_seconds": 123817.91197677283, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5004887585532747, "fast_rcnn/fg_cls_accuracy": 0.4995112414467253, "iteration": 11459, "loss_box_reg": 0.02507210918702185, "loss_cls": 0.06051981885684654, "loss_rpn_cls": 0.0022933827131055295, "loss_rpn_loc": 0.004363778003607877, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413080474827439, "total_loss": 0.09641718006105293}
{"data_time": 0.0036393594928085804, "eta_seconds": 123766.80958964978, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.525062656641604, "fast_rcnn/fg_cls_accuracy": 0.4368421052631579, "iteration": 11479, "loss_box_reg": 0.026329714455641806, "loss_cls": 0.06179285724647343, "loss_rpn_cls": 0.0025519036494188185, "loss_rpn_loc": 0.005508574773557484, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382702373899519, "total_loss": 0.0993903889759622}
{"data_time": 0.003790371585637331, "eta_seconds": 123777.63891891972, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.40689655172413797, "fast_rcnn/fg_cls_accuracy": 0.593103448275862, "iteration": 11499, "loss_box_reg": 0.027488505584187806, "loss_cls": 0.05995364999398589, "loss_rpn_cls": 0.002526161327750742, "loss_rpn_loc": 0.004764075689308811, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423710509203374, "total_loss": 0.09764342818687055}
{"data_time": 0.0034354128874838352, "eta_seconds": 123785.4054474472, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5293466223698782, "fast_rcnn/fg_cls_accuracy": 0.4706533776301218, "iteration": 11519, "loss_box_reg": 0.02622883365256712, "loss_cls": 0.061165545834228396, "loss_rpn_cls": 0.002426064740120637, "loss_rpn_loc": 0.006146007337520132, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5424563609994948, "total_loss": 0.09539607405258721}
{"data_time": 0.0038009369745850563, "eta_seconds": 123778.69513962371, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.52, "fast_rcnn/fg_cls_accuracy": 0.48, "iteration": 11539, "loss_box_reg": 0.02535597002133727, "loss_cls": 0.06133777275681496, "loss_rpn_cls": 0.0031962231360012083, "loss_rpn_loc": 0.0063838524802122265, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5440162334125489, "total_loss": 0.09890965654085448}
{"data_time": 0.0036283666267991066, "eta_seconds": 123854.67511560791, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4916387959866221, "fast_rcnn/fg_cls_accuracy": 0.5083612040133779, "iteration": 11559, "loss_box_reg": 0.026253402465954423, "loss_cls": 0.0586607176810503, "loss_rpn_cls": 0.002349430170170308, "loss_rpn_loc": 0.006091817173000891, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5459747617132962, "total_loss": 0.09380278060302771}
{"data_time": 0.0038429205305874348, "eta_seconds": 123904.4032915358, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.48237367802585196, "fast_rcnn/fg_cls_accuracy": 0.500659195781147, "iteration": 11579, "loss_box_reg": 0.023700907360762358, "loss_cls": 0.05744561925530434, "loss_rpn_cls": 0.002603635778541502, "loss_rpn_loc": 0.004430016640981194, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5412725245114416, "total_loss": 0.09009157074751784}
{"data_time": 0.0038514602929353714, "eta_seconds": 123872.22164738155, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4494949494949495, "fast_rcnn/fg_cls_accuracy": 0.5505050505050505, "iteration": 11599, "loss_box_reg": 0.025080484396312386, "loss_cls": 0.06128636794164777, "loss_rpn_cls": 0.002313169443368679, "loss_rpn_loc": 0.005362678573874291, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5444804264698178, "total_loss": 0.09652742673733883}
{"data_time": 0.0034064461942762136, "eta_seconds": 123797.04131671297, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4252717391304348, "fast_rcnn/fg_cls_accuracy": 0.5613354037267081, "iteration": 11619, "loss_box_reg": 0.024848444503732026, "loss_cls": 0.05978178069926798, "loss_rpn_cls": 0.0024103681394080922, "loss_rpn_loc": 0.005311234977853019, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.541619258467108, "total_loss": 0.09571933946835998}
{"data_time": 0.0037846271879971027, "eta_seconds": 123772.10652670707, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5521755872160186, "fast_rcnn/fg_cls_accuracy": 0.4100885637273778, "iteration": 11639, "loss_box_reg": 0.026150303310714662, "loss_cls": 0.06078073428943753, "loss_rpn_cls": 0.0025420066225478877, "loss_rpn_loc": 0.005824886917253025, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5356317160185426, "total_loss": 0.0971023590718687}
{"data_time": 0.003792534116655588, "eta_seconds": 123713.67991419462, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3953094777562862, "fast_rcnn/fg_cls_accuracy": 0.5919899874843555, "iteration": 11659, "loss_box_reg": 0.02729203854687512, "loss_cls": 0.06056588556384668, "loss_rpn_cls": 0.0026849785755302946, "loss_rpn_loc": 0.005850821689818986, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5352239641360939, "total_loss": 0.09802370347688338}
{"data_time": 0.003534420393407345, "eta_seconds": 123636.6318312739, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.45714285714285713, "fast_rcnn/fg_cls_accuracy": 0.5303571428571429, "iteration": 11679, "loss_box_reg": 0.02490108011988923, "loss_cls": 0.05787136789876968, "loss_rpn_cls": 0.002294590693736609, "loss_rpn_loc": 0.005739749736676458, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5300834025256336, "total_loss": 0.09288231888399423}
{"data_time": 0.003935404354706407, "eta_seconds": 123472.2587867803, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41186252771618626, "fast_rcnn/fg_cls_accuracy": 0.5881374722838137, "iteration": 11699, "loss_box_reg": 0.028241053107194602, "loss_cls": 0.059007914387620986, "loss_rpn_cls": 0.00299320245085255, "loss_rpn_loc": 0.004780210612807423, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.530113429762423, "total_loss": 0.09380085290035822}
{"data_time": 0.003549637971445918, "eta_seconds": 123500.05660381564, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4807692307692308, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 11719, "loss_box_reg": 0.024456652521621436, "loss_cls": 0.05697686574421823, "loss_rpn_cls": 0.00236223246758982, "loss_rpn_loc": 0.004316864411521237, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5431066027376801, "total_loss": 0.08908726981610471}
{"data_time": 0.003619344439357519, "eta_seconds": 123440.51236472558, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.49195075757575757, "fast_rcnn/fg_cls_accuracy": 0.4792663476874003, "iteration": 11739, "loss_box_reg": 0.02451407758053392, "loss_cls": 0.06259166984818876, "loss_rpn_cls": 0.002205473034791794, "loss_rpn_loc": 0.004975147363438737, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5366248851642013, "total_loss": 0.09363750323029763}
{"data_time": 0.0036850888282060623, "eta_seconds": 123429.696630775, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.468312324929972, "fast_rcnn/fg_cls_accuracy": 0.5049019607843137, "iteration": 11759, "loss_box_reg": 0.026186954288277775, "loss_cls": 0.0602338956668973, "loss_rpn_cls": 0.0027923680800086004, "loss_rpn_loc": 0.006044038425898179, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 248.75, "rpn/num_pos_anchors": 7.25, "time": 0.5462242197245359, "total_loss": 0.09438549247192896}
{"data_time": 0.003560595912858844, "eta_seconds": 123421.48683384573, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.446360153256705, "fast_rcnn/fg_cls_accuracy": 0.553639846743295, "iteration": 11779, "loss_box_reg": 0.02642450132407248, "loss_cls": 0.06051262002438307, "loss_rpn_cls": 0.003196734332050255, "loss_rpn_loc": 0.005941502422501799, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5291459115687758, "total_loss": 0.09508321990279}
{"data_time": 0.00410881545394659, "eta_seconds": 123418.17568649305, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4411764705882353, "fast_rcnn/fg_cls_accuracy": 0.5441176470588236, "iteration": 11799, "loss_box_reg": 0.024113299848977476, "loss_cls": 0.06113572308095172, "loss_rpn_cls": 0.0028602511729332036, "loss_rpn_loc": 0.006234155785932671, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5459163568448275, "total_loss": 0.096262416150239}
{"data_time": 0.0044790932442992926, "eta_seconds": 123407.3590664356, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5119047619047619, "fast_rcnn/fg_cls_accuracy": 0.4880952380952381, "iteration": 11819, "loss_box_reg": 0.024121868424117565, "loss_cls": 0.06463595270179212, "loss_rpn_cls": 0.002165145157960069, "loss_rpn_loc": 0.006149976594315376, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5461857276968658, "total_loss": 0.09840304348836071}
{"data_time": 0.003910524537786841, "eta_seconds": 123415.63443488977, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5113636363636364, "fast_rcnn/fg_cls_accuracy": 0.48863636363636365, "iteration": 11839, "loss_box_reg": 0.02738375193439424, "loss_cls": 0.06122254254296422, "loss_rpn_cls": 0.0024950912693384453, "loss_rpn_loc": 0.0048228936502709985, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5438984741922468, "total_loss": 0.09717921350784309}
{"data_time": 0.0036748454440385103, "eta_seconds": 123375.61796102207, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4142300194931774, "fast_rcnn/fg_cls_accuracy": 0.5740740740740741, "iteration": 11859, "loss_box_reg": 0.026181469613220543, "loss_cls": 0.057650780538097024, "loss_rpn_cls": 0.0024000155717658345, "loss_rpn_loc": 0.005354176195396576, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397456500213593, "total_loss": 0.09228950528813584}
{"data_time": 0.00431894208304584, "eta_seconds": 123316.2004522155, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5038888888888888, "fast_rcnn/fg_cls_accuracy": 0.4961111111111111, "iteration": 11879, "loss_box_reg": 0.02463913382962346, "loss_cls": 0.061256928369402885, "loss_rpn_cls": 0.002397274317445408, "loss_rpn_loc": 0.007379676302662119, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5367945588659495, "total_loss": 0.09723165112609422}
{"data_time": 0.0038880850188434124, "eta_seconds": 123347.49015904008, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32069874752801586, "fast_rcnn/fg_cls_accuracy": 0.6503378378378378, "iteration": 11899, "loss_box_reg": 0.02603618404828012, "loss_cls": 0.06098853726871312, "loss_rpn_cls": 0.002416176028418704, "loss_rpn_loc": 0.005930664505285677, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5557817176450044, "total_loss": 0.09891526631190573}
{"data_time": 0.004303724505007267, "eta_seconds": 123343.17075917032, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.47121710526315785, "iteration": 11919, "loss_box_reg": 0.025336896535009146, "loss_cls": 0.06045687815640122, "loss_rpn_cls": 0.0024832009962665325, "loss_rpn_loc": 0.005039516687247669, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396169698797166, "total_loss": 0.09599442038393136}
{"data_time": 0.004193526925519109, "eta_seconds": 123332.35502521973, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 11939, "loss_box_reg": 0.02621789404656738, "loss_cls": 0.06236402946524322, "loss_rpn_cls": 0.0022537411430221255, "loss_rpn_loc": 0.004375331511255354, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5460171359591186, "total_loss": 0.0981785874439538}
{"data_time": 0.00371424644254148, "eta_seconds": 123365.78473234246, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5837971552257266, "fast_rcnn/fg_cls_accuracy": 0.4162028447742734, "iteration": 11959, "loss_box_reg": 0.026611923065502197, "loss_cls": 0.062013650545850396, "loss_rpn_cls": 0.002701250987684034, "loss_rpn_loc": 0.0050648109609028324, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5468720118515193, "total_loss": 0.09852920011417154}
{"data_time": 0.003856730181723833, "eta_seconds": 123432.31557980832, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5064011379800853, "fast_rcnn/fg_cls_accuracy": 0.49359886201991465, "iteration": 11979, "loss_box_reg": 0.024022774014156312, "loss_cls": 0.06043958361260593, "loss_rpn_cls": 0.0026937922675642767, "loss_rpn_loc": 0.005220216888119467, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5476892769802362, "total_loss": 0.09526072316066347}
{"data_time": 0.003827756969258189, "eta_seconds": 123421.48918087315, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5202614379084967, "fast_rcnn/fg_cls_accuracy": 0.47973856209150323, "iteration": 11999, "loss_box_reg": 0.024226339010056108, "loss_cls": 0.06046258535934612, "loss_rpn_cls": 0.00236703527480131, "loss_rpn_loc": 0.0055803352952352725, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5450463783927262, "total_loss": 0.09709654876456852}
{"data_time": 0.0033978107385337353, "eta_seconds": 123431.68724899436, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5677655677655677, "fast_rcnn/fg_cls_accuracy": 0.43223443223443225, "iteration": 12019, "loss_box_reg": 0.025466064631473273, "loss_cls": 0.06101071659941226, "loss_rpn_cls": 0.002236686195828952, "loss_rpn_loc": 0.005554232171562035, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404853478539735, "total_loss": 0.09746609943351814}
{"data_time": 0.003449223469942808, "eta_seconds": 123399.83638300281, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.49387254901960786, "fast_rcnn/fg_cls_accuracy": 0.5061274509803921, "iteration": 12039, "loss_box_reg": 0.025857796892523766, "loss_cls": 0.059862016001716256, "loss_rpn_cls": 0.002708190159410151, "loss_rpn_loc": 0.005441829249321017, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382483042776585, "total_loss": 0.09656748617044286}
{"data_time": 0.0038594836369156837, "eta_seconds": 123371.28198325844, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.36520146520146524, "fast_rcnn/fg_cls_accuracy": 0.62073732718894, "iteration": 12059, "loss_box_reg": 0.02610156120499596, "loss_cls": 0.06031003035604954, "loss_rpn_cls": 0.0029276488839968806, "loss_rpn_loc": 0.005473256082041189, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408207797445357, "total_loss": 0.09337353331602571}
{"data_time": 0.003787904977798462, "eta_seconds": 123331.74004261405, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.6339285714285714, "fast_rcnn/fg_cls_accuracy": 0.3556547619047619, "iteration": 12079, "loss_box_reg": 0.026973276282660663, "loss_cls": 0.06040750443935394, "loss_rpn_cls": 0.002395553890892188, "loss_rpn_loc": 0.00592395006242441, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5376816911157221, "total_loss": 0.09810737709176465}
{"data_time": 0.0037166960537433624, "eta_seconds": 123409.20034065703, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4368355222013759, "fast_rcnn/fg_cls_accuracy": 0.5063879210220674, "iteration": 12099, "loss_box_reg": 0.024550645903218538, "loss_cls": 0.05872559896670282, "loss_rpn_cls": 0.0028589761864168395, "loss_rpn_loc": 0.005768325201643165, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5461511365137994, "total_loss": 0.09545863792050113}
{"data_time": 0.003489716909825802, "eta_seconds": 123338.80745292385, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5096153846153846, "fast_rcnn/fg_cls_accuracy": 0.4903846153846154, "iteration": 12119, "loss_box_reg": 0.026861555059440434, "loss_cls": 0.06013727647950873, "loss_rpn_cls": 0.0020638643864003825, "loss_rpn_loc": 0.004406835505506024, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358836250379682, "total_loss": 0.09326304251612783}
{"data_time": 0.0037840111181139946, "eta_seconds": 123366.71778895217, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5199843260188088, "iteration": 12139, "loss_box_reg": 0.026082629337906837, "loss_cls": 0.058808914851397276, "loss_rpn_cls": 0.002771700847915781, "loss_rpn_loc": 0.005855354695086135, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5483054427895695, "total_loss": 0.09567541845251526}
{"data_time": 0.003605812555179, "eta_seconds": 123288.45074850158, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.4875, "iteration": 12159, "loss_box_reg": 0.025246571691241115, "loss_cls": 0.059685396030545235, "loss_rpn_cls": 0.0018568681516626384, "loss_rpn_loc": 0.005237301371380454, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5323176558595151, "total_loss": 0.09452129937562859}
{"data_time": 0.0037205214612185955, "eta_seconds": 123277.62842497346, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.461100569259962, "fast_rcnn/fg_cls_accuracy": 0.5388994307400379, "iteration": 12179, "loss_box_reg": 0.025502267701085657, "loss_cls": 0.058030062704347074, "loss_rpn_cls": 0.0028006971187437557, "loss_rpn_loc": 0.005340835345123196, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5465237519238144, "total_loss": 0.09370014699328522}
{"data_time": 0.003922028001397848, "eta_seconds": 123266.80610144534, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5319148936170213, "fast_rcnn/fg_cls_accuracy": 0.46808510638297873, "iteration": 12199, "loss_box_reg": 0.025747678068000823, "loss_cls": 0.060064580757170916, "loss_rpn_cls": 0.002380154326601769, "loss_rpn_loc": 0.004574579772452125, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377359464764595, "total_loss": 0.09405216373579606}
{"data_time": 0.0037400424480438232, "eta_seconds": 123232.52682329714, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.38095238095238093, "fast_rcnn/fg_cls_accuracy": 0.6190476190476191, "iteration": 12219, "loss_box_reg": 0.026330607128329575, "loss_cls": 0.06054112478159368, "loss_rpn_cls": 0.00266997853623252, "loss_rpn_loc": 0.006107961147790775, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 247.0, "rpn/num_pos_anchors": 9.0, "time": 0.5400497156661004, "total_loss": 0.09696380896775736}
{"data_time": 0.003612006548792124, "eta_seconds": 123214.31013029697, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5288461538461539, "fast_rcnn/fg_cls_accuracy": 0.47115384615384615, "iteration": 12239, "loss_box_reg": 0.025546308839693666, "loss_cls": 0.06085113575682044, "loss_rpn_cls": 0.0029112925344634277, "loss_rpn_loc": 0.005514014286745805, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5393145966809243, "total_loss": 0.09514533095079969}
{"data_time": 0.0034999093040823936, "eta_seconds": 123160.48955918103, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.49242424242424243, "fast_rcnn/fg_cls_accuracy": 0.48630952380952375, "iteration": 12259, "loss_box_reg": 0.02634693362051621, "loss_cls": 0.06274592038244009, "loss_rpn_cls": 0.002382646456680959, "loss_rpn_loc": 0.0051439331655274145, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5371738714165986, "total_loss": 0.09754431585770362}
{"data_time": 0.0035278433933854103, "eta_seconds": 123149.6737210527, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46920731707317076, "fast_rcnn/fg_cls_accuracy": 0.5307926829268292, "iteration": 12279, "loss_box_reg": 0.026411867584101856, "loss_cls": 0.05960602324921638, "loss_rpn_cls": 0.0023582083913424867, "loss_rpn_loc": 0.00541051835170947, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5346274410840124, "total_loss": 0.0933409058916368}
{"data_time": 0.003618562128394842, "eta_seconds": 123138.85788292438, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.49961389961389957, "fast_rcnn/fg_cls_accuracy": 0.5003861003861003, "iteration": 12299, "loss_box_reg": 0.02665967750363052, "loss_cls": 0.06087937531992793, "loss_rpn_cls": 0.002791550310234925, "loss_rpn_loc": 0.005187543833017116, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5366178110707551, "total_loss": 0.09631313193642654}
{"data_time": 0.003662815550342202, "eta_seconds": 123046.88181755785, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4115384615384615, "fast_rcnn/fg_cls_accuracy": 0.5432432432432432, "iteration": 12319, "loss_box_reg": 0.02584664011374116, "loss_cls": 0.06264924141578376, "loss_rpn_cls": 0.0028033924154442502, "loss_rpn_loc": 0.005236201082880143, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5360901532694697, "total_loss": 0.0967790752874862}
{"data_time": 0.003754054894670844, "eta_seconds": 123047.43477778346, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3841991341991342, "fast_rcnn/fg_cls_accuracy": 0.5560224089635855, "iteration": 12339, "loss_box_reg": 0.025249372061807662, "loss_cls": 0.05838719313032925, "loss_rpn_cls": 0.0032964603510663437, "loss_rpn_loc": 0.0056017874921963084, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5420074891299009, "total_loss": 0.09360185239620478}
{"data_time": 0.0036240017507225275, "eta_seconds": 123008.03240148979, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5488721804511278, "fast_rcnn/fg_cls_accuracy": 0.45112781954887216, "iteration": 12359, "loss_box_reg": 0.02546362328575924, "loss_cls": 0.06185424467548728, "loss_rpn_cls": 0.002557083948431682, "loss_rpn_loc": 0.003916815774573479, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5312918859999627, "total_loss": 0.09559462983850153}
{"data_time": 0.0037921559996902943, "eta_seconds": 122978.19493917422, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3833333333333333, "fast_rcnn/fg_cls_accuracy": 0.5393939393939393, "iteration": 12379, "loss_box_reg": 0.023643116699531674, "loss_cls": 0.059550152625888586, "loss_rpn_cls": 0.002331351297925721, "loss_rpn_loc": 0.006127785483840853, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413569500669837, "total_loss": 0.09058275339702959}
{"data_time": 0.0036409860476851463, "eta_seconds": 122967.38941640267, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5211640211640212, "fast_rcnn/fg_cls_accuracy": 0.4630952380952381, "iteration": 12399, "loss_box_reg": 0.025194135028868914, "loss_cls": 0.05889720655977726, "loss_rpn_cls": 0.0028170806569960405, "loss_rpn_loc": 0.004724665966932662, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5419133245013654, "total_loss": 0.0905366190723953}
{"data_time": 0.004027476068586111, "eta_seconds": 122939.08243704913, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5275261324041811, "fast_rcnn/fg_cls_accuracy": 0.4724738675958188, "iteration": 12419, "loss_box_reg": 0.02580990071874112, "loss_cls": 0.06253078172449023, "loss_rpn_cls": 0.0023337741720297345, "loss_rpn_loc": 0.004949534937622957, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5320687894709408, "total_loss": 0.09656244045891071}
{"data_time": 0.003519746009260416, "eta_seconds": 122928.27845231956, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5295295295295295, "fast_rcnn/fg_cls_accuracy": 0.47047047047047047, "iteration": 12439, "loss_box_reg": 0.024083683907520026, "loss_cls": 0.05816283205058426, "loss_rpn_cls": 0.002151463317204616, "loss_rpn_loc": 0.006056554389942903, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5412605600431561, "total_loss": 0.09562721115253225}
{"data_time": 0.003960960078984499, "eta_seconds": 122917.47446758999, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5688854489164087, "fast_rcnn/fg_cls_accuracy": 0.4311145510835913, "iteration": 12459, "loss_box_reg": 0.023862549220211804, "loss_cls": 0.060044703423045576, "loss_rpn_cls": 0.0025780320677313284, "loss_rpn_loc": 0.0066175647007185034, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5457942399661988, "total_loss": 0.09395116161545047}
{"data_time": 0.004082842962816358, "eta_seconds": 122931.23991845571, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4565972222222222, "fast_rcnn/fg_cls_accuracy": 0.5434027777777778, "iteration": 12479, "loss_box_reg": 0.024775266065262258, "loss_cls": 0.05781312775798142, "loss_rpn_cls": 0.0022611827876062307, "loss_rpn_loc": 0.005664605225319974, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5452125645242631, "total_loss": 0.09422494917180302}
{"data_time": 0.004321427084505558, "eta_seconds": 122932.6581658423, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4460227272727273, "fast_rcnn/fg_cls_accuracy": 0.4977272727272727, "iteration": 12499, "loss_box_reg": 0.024375351145863533, "loss_cls": 0.060231500188820064, "loss_rpn_cls": 0.0023316842182339315, "loss_rpn_loc": 0.005352333995688241, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.542863454669714, "total_loss": 0.09401581130441627}
{"data_time": 0.004466414451599121, "eta_seconds": 122938.79472920392, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.31671732522796353, "fast_rcnn/fg_cls_accuracy": 0.6771602257924446, "iteration": 12519, "loss_box_reg": 0.02407850226154551, "loss_cls": 0.05871253693476319, "loss_rpn_cls": 0.003237271180978496, "loss_rpn_loc": 0.005121170725033153, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5435519318562001, "total_loss": 0.09245380907668732}
{"data_time": 0.004224245902150869, "eta_seconds": 122911.04372754693, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.4473684210526316, "iteration": 12539, "loss_box_reg": 0.026632179971784353, "loss_cls": 0.06039230874739587, "loss_rpn_cls": 0.0017796059773900197, "loss_rpn_loc": 0.004707474919996457, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.539485938148573, "total_loss": 0.0951153567059464}
{"data_time": 0.0037999185733497143, "eta_seconds": 122863.45454394212, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.42732732732732737, "fast_rcnn/fg_cls_accuracy": 0.5726726726726726, "iteration": 12559, "loss_box_reg": 0.025480038137175143, "loss_cls": 0.05993022827897221, "loss_rpn_cls": 0.0026445427547514555, "loss_rpn_loc": 0.0050709053393802606, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.531605782918632, "total_loss": 0.09248557030400661}
{"data_time": 0.0037656694184988737, "eta_seconds": 122841.62233056966, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5364583333333333, "fast_rcnn/fg_cls_accuracy": 0.46354166666666663, "iteration": 12579, "loss_box_reg": 0.026639102608896792, "loss_cls": 0.05866558512207121, "loss_rpn_cls": 0.0023721069833300135, "loss_rpn_loc": 0.005853910653968342, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5384232392534614, "total_loss": 0.09498642708604166}
{"data_time": 0.003708938602358103, "eta_seconds": 122829.77241599164, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43478260869565216, "fast_rcnn/fg_cls_accuracy": 0.5652173913043478, "iteration": 12599, "loss_box_reg": 0.025508578110020608, "loss_cls": 0.05934278981294483, "loss_rpn_cls": 0.003015869638602453, "loss_rpn_loc": 0.005328364190063439, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5394850501324981, "total_loss": 0.09421454752532554}
{"data_time": 0.0037344240117818117, "eta_seconds": 122767.93099059444, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5504983388704319, "fast_rcnn/fg_cls_accuracy": 0.44950166112956813, "iteration": 12619, "loss_box_reg": 0.025506959878839552, "loss_cls": 0.060100476955994964, "loss_rpn_cls": 0.0022091984360486094, "loss_rpn_loc": 0.005644819495500997, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5380562653299421, "total_loss": 0.09401993515837148}
{"data_time": 0.0041092997416853905, "eta_seconds": 122757.13255704101, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5222222222222221, "fast_rcnn/fg_cls_accuracy": 0.4681286549707602, "iteration": 12639, "loss_box_reg": 0.025882188114337623, "loss_cls": 0.057464663637802005, "loss_rpn_cls": 0.0019320286296533595, "loss_rpn_loc": 0.005343751821783371, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5368742735590786, "total_loss": 0.09082622134144458}
{"data_time": 0.003440728411078453, "eta_seconds": 122804.77073312807, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 12659, "loss_box_reg": 0.024714329978451133, "loss_cls": 0.05908645410090685, "loss_rpn_cls": 0.002557781434006756, "loss_rpn_loc": 0.0067191415291745216, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5393782583996654, "total_loss": 0.09565861403802955}
{"data_time": 0.0038498220965266228, "eta_seconds": 122816.38800758845, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.39120038259206125, "fast_rcnn/fg_cls_accuracy": 0.6087996174079388, "iteration": 12679, "loss_box_reg": 0.024385207740124315, "loss_cls": 0.05908206640742719, "loss_rpn_cls": 0.002346816117551498, "loss_rpn_loc": 0.0036584498229785822, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376155581325293, "total_loss": 0.09171417202401244}
{"data_time": 0.0038207643665373325, "eta_seconds": 122841.51634968538, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 12699, "loss_box_reg": 0.025161568075418472, "loss_cls": 0.06062536011449993, "loss_rpn_cls": 0.0021075651739010937, "loss_rpn_loc": 0.0057622955282568, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5419386781286448, "total_loss": 0.09780527011116646}
{"data_time": 0.0035816144663840532, "eta_seconds": 122830.70764084999, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41482391482391484, "fast_rcnn/fg_cls_accuracy": 0.5523809523809524, "iteration": 12719, "loss_box_reg": 0.02514540037373081, "loss_cls": 0.0627481946721673, "loss_rpn_cls": 0.0024713000773317617, "loss_rpn_loc": 0.005201479390962049, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5421807623934001, "total_loss": 0.09465147825972053}
{"data_time": 0.0035055845510214567, "eta_seconds": 122844.00973512186, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5539772727272727, "fast_rcnn/fg_cls_accuracy": 0.4460227272727273, "iteration": 12739, "loss_box_reg": 0.02565467351814732, "loss_cls": 0.06119095464237034, "loss_rpn_cls": 0.0022849303095426876, "loss_rpn_loc": 0.004707708038040437, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5458465730771422, "total_loss": 0.09469019327616479}
{"data_time": 0.0038563865236938, "eta_seconds": 122797.46301423479, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 12759, "loss_box_reg": 0.02591060579288751, "loss_cls": 0.060290084686130285, "loss_rpn_cls": 0.0020411953485108825, "loss_rpn_loc": 0.0044859096451546066, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5400510251056403, "total_loss": 0.0965331300139951}
{"data_time": 0.003502659033983946, "eta_seconds": 122798.2815143438, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.582010582010582, "fast_rcnn/fg_cls_accuracy": 0.4064064064064064, "iteration": 12779, "loss_box_reg": 0.0259910729364492, "loss_cls": 0.05950703448615968, "loss_rpn_cls": 0.002507413706553052, "loss_rpn_loc": 0.006797476176870987, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5388590665534139, "total_loss": 0.09455324437431045}
{"data_time": 0.003675204934552312, "eta_seconds": 122805.37622193596, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.5362126245847176, "fast_rcnn/fg_cls_accuracy": 0.46378737541528237, "iteration": 12799, "loss_box_reg": 0.025351704680360854, "loss_cls": 0.059538905043154955, "loss_rpn_cls": 0.0030044550831007655, "loss_rpn_loc": 0.00523841930044, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447100743185729, "total_loss": 0.09505652567713696}
{"data_time": 0.0037701500114053488, "eta_seconds": 122794.56593710254, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41589147286821704, "fast_rcnn/fg_cls_accuracy": 0.584108527131783, "iteration": 12819, "loss_box_reg": 0.025462304067332298, "loss_cls": 0.05766439309809357, "loss_rpn_cls": 0.0017194553224726405, "loss_rpn_loc": 0.005825028274557553, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.544902810594067, "total_loss": 0.09587987989834801}
{"data_time": 0.003960227128118277, "eta_seconds": 122765.85538783763, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45833333333333337, "fast_rcnn/fg_cls_accuracy": 0.5143325143325144, "iteration": 12839, "loss_box_reg": 0.025174486741889268, "loss_cls": 0.06185051996726543, "loss_rpn_cls": 0.0019638979406408907, "loss_rpn_loc": 0.005446846611448564, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5343743974808604, "total_loss": 0.09449804343466894}
{"data_time": 0.0033115926198661327, "eta_seconds": 122732.9230829135, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5539651837524178, "fast_rcnn/fg_cls_accuracy": 0.4460348162475822, "iteration": 12859, "loss_box_reg": 0.022674007690511644, "loss_cls": 0.06132799084298313, "loss_rpn_cls": 0.002358147712243408, "loss_rpn_loc": 0.00544544508375111, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5342191676609218, "total_loss": 0.095047145855915}
{"data_time": 0.0034275040961802006, "eta_seconds": 122708.62348689255, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4196172248803828, "fast_rcnn/fg_cls_accuracy": 0.5597439544807966, "iteration": 12879, "loss_box_reg": 0.023092049115803093, "loss_cls": 0.05633290053810924, "loss_rpn_cls": 0.0018370520706412208, "loss_rpn_loc": 0.004866248640610138, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5350437455344945, "total_loss": 0.08711970871399899}
{"data_time": 0.0034089982509613037, "eta_seconds": 122675.127839959, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4520851818988465, "fast_rcnn/fg_cls_accuracy": 0.5479148181011535, "iteration": 12899, "loss_box_reg": 0.024814206291921437, "loss_cls": 0.05671006359625608, "loss_rpn_cls": 0.002528310168600001, "loss_rpn_loc": 0.005249958703643642, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5454298881813884, "total_loss": 0.09230528343323385}
{"data_time": 0.00348858255892992, "eta_seconds": 122675.29487273633, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.400791687283523, "fast_rcnn/fg_cls_accuracy": 0.5781976744186046, "iteration": 12919, "loss_box_reg": 0.024489485484082252, "loss_cls": 0.05774181697051972, "loss_rpn_cls": 0.001803578228305014, "loss_rpn_loc": 0.005317118200764526, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5434671100229025, "total_loss": 0.09081034852715675}
{"data_time": 0.0036995424889028072, "eta_seconds": 122652.47535667615, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39880952380952384, "fast_rcnn/fg_cls_accuracy": 0.6011904761904763, "iteration": 12939, "loss_box_reg": 0.02531673724297434, "loss_cls": 0.061234488850459456, "loss_rpn_cls": 0.0019501656502143305, "loss_rpn_loc": 0.004605024481861619, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5394496130757034, "total_loss": 0.09448023300524255}
{"data_time": 0.003632305422797799, "eta_seconds": 122593.97942143609, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4693121693121693, "fast_rcnn/fg_cls_accuracy": 0.4852941176470588, "iteration": 12959, "loss_box_reg": 0.024966782424598932, "loss_cls": 0.05821075732819736, "loss_rpn_cls": 0.002774492066919265, "loss_rpn_loc": 0.00500860271131387, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381647474132478, "total_loss": 0.0895453278678815}
{"data_time": 0.0038546391297131777, "eta_seconds": 122542.72558863112, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4766304347826087, "fast_rcnn/fg_cls_accuracy": 0.5233695652173913, "iteration": 12979, "loss_box_reg": 0.025393586605787277, "loss_cls": 0.061449342290870845, "loss_rpn_cls": 0.00247759182639129, "loss_rpn_loc": 0.006097349825722631, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405170638114214, "total_loss": 0.09670719934348426}
{"data_time": 0.0039663424249738455, "eta_seconds": 122531.92987144296, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39112050739957716, "fast_rcnn/fg_cls_accuracy": 0.6088794926004228, "iteration": 12999, "loss_box_reg": 0.024016398179810494, "loss_cls": 0.059100221493281424, "loss_rpn_cls": 0.0027941199016368046, "loss_rpn_loc": 0.006624465939239599, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428740680217743, "total_loss": 0.09172677396645668}
{"data_time": 0.003985692979767919, "eta_seconds": 122511.65261798585, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4907407407407407, "fast_rcnn/fg_cls_accuracy": 0.5092592592592593, "iteration": 13019, "loss_box_reg": 0.023541036352980882, "loss_cls": 0.059749276959337294, "loss_rpn_cls": 0.0033705219631201544, "loss_rpn_loc": 0.004696565003541764, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5326856216415763, "total_loss": 0.09348158550722019}
{"data_time": 0.003410227596759796, "eta_seconds": 122510.33843706665, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3892005610098177, "fast_rcnn/fg_cls_accuracy": 0.6107994389901823, "iteration": 13039, "loss_box_reg": 0.023387435998301953, "loss_cls": 0.05810786131769419, "loss_rpn_cls": 0.0019465171499177814, "loss_rpn_loc": 0.005754967394750565, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.544276962056756, "total_loss": 0.09011802475879449}
{"data_time": 0.0036642015911638737, "eta_seconds": 122490.06285450468, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.38169868554095043, "fast_rcnn/fg_cls_accuracy": 0.6183013144590496, "iteration": 13059, "loss_box_reg": 0.023173944384325296, "loss_cls": 0.05782503238879144, "loss_rpn_cls": 0.0026262043575115968, "loss_rpn_loc": 0.005386695083871018, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5308224312029779, "total_loss": 0.0877552677238782}
{"data_time": 0.0036093220114707947, "eta_seconds": 122484.9378180774, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4593267882187938, "fast_rcnn/fg_cls_accuracy": 0.5406732117812061, "iteration": 13079, "loss_box_reg": 0.024432436446659267, "loss_cls": 0.059782890253700316, "loss_rpn_cls": 0.0021810685703371746, "loss_rpn_loc": 0.004516370587225538, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409824389498681, "total_loss": 0.0907714452187065}
{"data_time": 0.00369249633513391, "eta_seconds": 122447.92156796576, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4650238473767886, "fast_rcnn/fg_cls_accuracy": 0.5349761526232115, "iteration": 13099, "loss_box_reg": 0.025138870580121875, "loss_cls": 0.05891087418422103, "loss_rpn_cls": 0.0021801047714120614, "loss_rpn_loc": 0.005259834106254857, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5396569084841758, "total_loss": 0.09317553009077528}
{"data_time": 0.003655187087133527, "eta_seconds": 122463.34705515672, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4318181818181818, "fast_rcnn/fg_cls_accuracy": 0.5252873563218391, "iteration": 13119, "loss_box_reg": 0.02562127442797646, "loss_cls": 0.05732178967446089, "loss_rpn_cls": 0.002577127339463914, "loss_rpn_loc": 0.004521876027865801, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5449718153104186, "total_loss": 0.09426855960248304}
{"data_time": 0.003910203231498599, "eta_seconds": 122438.812560566, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4877112135176651, "fast_rcnn/fg_cls_accuracy": 0.5122887864823349, "iteration": 13139, "loss_box_reg": 0.025049165124073625, "loss_cls": 0.06137395999394357, "loss_rpn_cls": 0.0027703122941602487, "loss_rpn_loc": 0.005032052740716608, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384747788775712, "total_loss": 0.09705566203228955}
{"data_time": 0.003740739542990923, "eta_seconds": 122415.54235723475, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.41097818437719913, "fast_rcnn/fg_cls_accuracy": 0.5890218156228009, "iteration": 13159, "loss_box_reg": 0.024922747572418302, "loss_cls": 0.05870364420115948, "loss_rpn_cls": 0.0022744748632703704, "loss_rpn_loc": 0.005461070788442157, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377409709617496, "total_loss": 0.09093480445153546}
{"data_time": 0.003731118980795145, "eta_seconds": 122404.74928699108, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4152027027027027, "fast_rcnn/fg_cls_accuracy": 0.5847972972972972, "iteration": 13179, "loss_box_reg": 0.024615713162347674, "loss_cls": 0.059040728490799665, "loss_rpn_cls": 0.001993991372501114, "loss_rpn_loc": 0.00427628553006798, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5433690249919891, "total_loss": 0.09062633271560117}
{"data_time": 0.0041929788421839476, "eta_seconds": 122417.21281656064, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4644756838905775, "fast_rcnn/fg_cls_accuracy": 0.5355243161094225, "iteration": 13199, "loss_box_reg": 0.02558777725789696, "loss_cls": 0.05862067290581763, "loss_rpn_cls": 0.0030420065572798194, "loss_rpn_loc": 0.005712612724892097, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5460717575624585, "total_loss": 0.09547515069107249}
{"data_time": 0.003962960094213486, "eta_seconds": 122413.17698237323, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5294840294840295, "fast_rcnn/fg_cls_accuracy": 0.4460227272727273, "iteration": 13219, "loss_box_reg": 0.025936608901247382, "loss_cls": 0.06167754181660712, "loss_rpn_cls": 0.002759057771299922, "loss_rpn_loc": 0.00505245997919701, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5442900301422924, "total_loss": 0.09672163522714072}
{"data_time": 0.004145520040765405, "eta_seconds": 122426.90569367213, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.48958333333333337, "fast_rcnn/fg_cls_accuracy": 0.5104166666666667, "iteration": 13239, "loss_box_reg": 0.025161047175060958, "loss_cls": 0.05845865374431014, "loss_rpn_cls": 0.002602479763027077, "loss_rpn_loc": 0.005721952977182809, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.545796079095453, "total_loss": 0.09385442420170875}
{"data_time": 0.003931481158360839, "eta_seconds": 122477.31958610984, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.30729166666666663, "fast_rcnn/fg_cls_accuracy": 0.6761904761904762, "iteration": 13259, "loss_box_reg": 0.024368052138015628, "loss_cls": 0.05835951631888747, "loss_rpn_cls": 0.0019580330663302448, "loss_rpn_loc": 0.004573289021209348, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5462649886030704, "total_loss": 0.09129374820076919}
{"data_time": 0.004328737035393715, "eta_seconds": 122500.69453328592, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5217714002968827, "fast_rcnn/fg_cls_accuracy": 0.47822859970311726, "iteration": 13279, "loss_box_reg": 0.02352546574547887, "loss_cls": 0.060363402124494314, "loss_rpn_cls": 0.002045175614512118, "loss_rpn_loc": 0.005443068002932705, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447763644624501, "total_loss": 0.09128767473907828}
{"data_time": 0.0035151243209838867, "eta_seconds": 122470.0086002096, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.47857142857142854, "fast_rcnn/fg_cls_accuracy": 0.5202702702702703, "iteration": 13299, "loss_box_reg": 0.023831583908759058, "loss_cls": 0.05614126322325319, "loss_rpn_cls": 0.002087720617055311, "loss_rpn_loc": 0.004538406719802879, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5364819481037557, "total_loss": 0.09100526405245546}
{"data_time": 0.004069783492013812, "eta_seconds": 122515.37778075156, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46574074074074073, "fast_rcnn/fg_cls_accuracy": 0.5182432432432433, "iteration": 13319, "loss_box_reg": 0.025045851536560804, "loss_cls": 0.05938851903192699, "loss_rpn_cls": 0.00267237789802266, "loss_rpn_loc": 0.0065457659438834526, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5375438889022917, "total_loss": 0.09421655869755341}
{"data_time": 0.0038635749369859695, "eta_seconds": 122542.80150974845, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3811059907834101, "fast_rcnn/fg_cls_accuracy": 0.6027649769585253, "iteration": 13339, "loss_box_reg": 0.024152004742063582, "loss_cls": 0.058972530416212976, "loss_rpn_cls": 0.0020281616859278984, "loss_rpn_loc": 0.006204641700605862, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5445896626915783, "total_loss": 0.0952117743636336}
{"data_time": 0.0038948606234043837, "eta_seconds": 122550.44648620184, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.46338383838383834, "fast_rcnn/fg_cls_accuracy": 0.5366161616161615, "iteration": 13359, "loss_box_reg": 0.024324865720700473, "loss_cls": 0.05765753472223878, "loss_rpn_cls": 0.0019091736829750516, "loss_rpn_loc": 0.005014052934711799, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423086970113218, "total_loss": 0.08978589428738815}
{"data_time": 0.00380912097170949, "eta_seconds": 122482.94929019944, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4361111111111111, "fast_rcnn/fg_cls_accuracy": 0.5638888888888889, "iteration": 13379, "loss_box_reg": 0.021927035821136087, "loss_cls": 0.05568580882390961, "loss_rpn_cls": 0.0019013142182302545, "loss_rpn_loc": 0.004786755802342668, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5346036548726261, "total_loss": 0.08372546229784916}
{"data_time": 0.003746159141883254, "eta_seconds": 122415.9858969131, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44680851063829785, "fast_rcnn/fg_cls_accuracy": 0.553191489361702, "iteration": 13399, "loss_box_reg": 0.025360340951010585, "loss_cls": 0.058600775664672256, "loss_rpn_cls": 0.0021924131197010865, "loss_rpn_loc": 0.004443109042767901, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339884136337787, "total_loss": 0.09208024552299321}
{"data_time": 0.003379551460966468, "eta_seconds": 122461.33029649802, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.49002849002849, "fast_rcnn/fg_cls_accuracy": 0.50997150997151, "iteration": 13419, "loss_box_reg": 0.02391704317415133, "loss_cls": 0.058510718401521444, "loss_rpn_cls": 0.003501414908669176, "loss_rpn_loc": 0.00606864570727339, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5437755624298006, "total_loss": 0.09208191487414297}
{"data_time": 0.003884336445480585, "eta_seconds": 122450.52079964732, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4164285714285714, "fast_rcnn/fg_cls_accuracy": 0.5835714285714286, "iteration": 13439, "loss_box_reg": 0.025216516805812716, "loss_cls": 0.061223426135256886, "loss_rpn_cls": 0.0029677584557248338, "loss_rpn_loc": 0.0049174447485711426, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5399335965048522, "total_loss": 0.09611513059553545}
{"data_time": 0.003917935071513057, "eta_seconds": 122408.7202580173, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5805617147080562, "fast_rcnn/fg_cls_accuracy": 0.4194382852919438, "iteration": 13459, "loss_box_reg": 0.024359102768357843, "loss_cls": 0.06247941160108894, "loss_rpn_cls": 0.0029692036816868494, "loss_rpn_loc": 0.006752647765097208, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5439496410544962, "total_loss": 0.09821819473177129}
{"data_time": 0.003857954638078809, "eta_seconds": 122397.91349718743, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46541353383458645, "fast_rcnn/fg_cls_accuracy": 0.5345864661654135, "iteration": 13479, "loss_box_reg": 0.025131142581813037, "loss_cls": 0.058850651141256094, "loss_rpn_cls": 0.002926912646216806, "loss_rpn_loc": 0.005490489871590398, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5432692139875144, "total_loss": 0.09051167139205063}
{"data_time": 0.0037137242034077644, "eta_seconds": 122375.07456356194, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44487179487179485, "fast_rcnn/fg_cls_accuracy": 0.5429824561403509, "iteration": 13499, "loss_box_reg": 0.022519555874168873, "loss_cls": 0.05232266616076231, "loss_rpn_cls": 0.0018301414052075415, "loss_rpn_loc": 0.00574991072062403, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410505484323949, "total_loss": 0.08209330889258126}
{"data_time": 0.003585995174944401, "eta_seconds": 122364.26886517089, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4158909574468085, "fast_rcnn/fg_cls_accuracy": 0.5841090425531915, "iteration": 13519, "loss_box_reg": 0.022736611135769635, "loss_cls": 0.056619804992806166, "loss_rpn_cls": 0.0029296016941771086, "loss_rpn_loc": 0.005195693636778742, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423505795188248, "total_loss": 0.08951287992294965}
{"data_time": 0.0035215220414102077, "eta_seconds": 122340.354112298, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5052083333333333, "fast_rcnn/fg_cls_accuracy": 0.49479166666666663, "iteration": 13539, "loss_box_reg": 0.024821596511173993, "loss_cls": 0.0621704658260569, "loss_rpn_cls": 0.0028158735053693817, "loss_rpn_loc": 0.00485717921401374, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5368859609588981, "total_loss": 0.09403432190242711}
{"data_time": 0.0036959464196115732, "eta_seconds": 122385.66381854308, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5504201680672269, "fast_rcnn/fg_cls_accuracy": 0.40796703296703296, "iteration": 13559, "loss_box_reg": 0.025940683262888342, "loss_cls": 0.060225416906178, "loss_rpn_cls": 0.0018891684751451976, "loss_rpn_loc": 0.005809300266264472, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5461075934581459, "total_loss": 0.09288127501349663}
{"data_time": 0.0038603979628533125, "eta_seconds": 122413.04706428875, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4291023441966838, "fast_rcnn/fg_cls_accuracy": 0.5708976558033162, "iteration": 13579, "loss_box_reg": 0.025993546354584396, "loss_cls": 0.06056806235574186, "loss_rpn_cls": 0.0020304766767367255, "loss_rpn_loc": 0.0040103270548570435, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5444546951912344, "total_loss": 0.09163369751445316}
{"data_time": 0.003609697800129652, "eta_seconds": 122472.7915089496, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5288978494623655, "fast_rcnn/fg_cls_accuracy": 0.4549731182795699, "iteration": 13599, "loss_box_reg": 0.02351009356789291, "loss_cls": 0.05972985958214849, "loss_rpn_cls": 0.00237369666979248, "loss_rpn_loc": 0.006396407734428067, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5446086251176894, "total_loss": 0.09327522702915303}
{"data_time": 0.0035597204696387053, "eta_seconds": 122461.97240554378, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5434027777777778, "fast_rcnn/fg_cls_accuracy": 0.4565972222222222, "iteration": 13619, "loss_box_reg": 0.023268152377568185, "loss_cls": 0.05799881345592439, "loss_rpn_cls": 0.0023138410315368674, "loss_rpn_loc": 0.007321565259189811, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333856474608183, "total_loss": 0.09333461072765203}
{"data_time": 0.004230879247188568, "eta_seconds": 122476.8857633071, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5479166666666666, "fast_rcnn/fg_cls_accuracy": 0.43669871794871795, "iteration": 13639, "loss_box_reg": 0.024869551474694163, "loss_cls": 0.059610161231830716, "loss_rpn_cls": 0.0026741487654362572, "loss_rpn_loc": 0.005113974002597388, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5373470010235906, "total_loss": 0.09308452194818528}
{"data_time": 0.003344358876347542, "eta_seconds": 122488.74809044646, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40608465608465605, "fast_rcnn/fg_cls_accuracy": 0.5851190476190475, "iteration": 13659, "loss_box_reg": 0.02517048758454621, "loss_cls": 0.05737983179278672, "loss_rpn_cls": 0.002420757456661704, "loss_rpn_loc": 0.004397757867991459, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5411757922265679, "total_loss": 0.08977861108041907}
{"data_time": 0.003702057059854269, "eta_seconds": 122455.24300934095, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.49390243902439024, "fast_rcnn/fg_cls_accuracy": 0.5060975609756098, "iteration": 13679, "loss_box_reg": 0.02374330477323383, "loss_cls": 0.05833438108675182, "loss_rpn_cls": 0.0030010714474428823, "loss_rpn_loc": 0.005325899219315033, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5358840781264007, "total_loss": 0.09251400855214342}
{"data_time": 0.0034899429883807898, "eta_seconds": 122486.03066795273, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.45050685748360164, "fast_rcnn/fg_cls_accuracy": 0.5480087288597927, "iteration": 13699, "loss_box_reg": 0.025712532515171915, "loss_cls": 0.05804069549776614, "loss_rpn_cls": 0.0023214753894080786, "loss_rpn_loc": 0.005253162806184264, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5438329395838082, "total_loss": 0.09259475157614361}
{"data_time": 0.003606170881539583, "eta_seconds": 122391.5098249137, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3658649398704903, "fast_rcnn/fg_cls_accuracy": 0.6341350601295097, "iteration": 13719, "loss_box_reg": 0.024433953454717994, "loss_cls": 0.055968266911804676, "loss_rpn_cls": 0.0023292371315619675, "loss_rpn_loc": 0.005636062502162531, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348897820804268, "total_loss": 0.08533385957343853}
{"data_time": 0.00355525896884501, "eta_seconds": 122330.86031890498, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.565546218487395, "fast_rcnn/fg_cls_accuracy": 0.3981900452488688, "iteration": 13739, "loss_box_reg": 0.024272271140944213, "loss_cls": 0.061751428758725524, "loss_rpn_cls": 0.0026700455151740243, "loss_rpn_loc": 0.004917998114251532, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5389270551968366, "total_loss": 0.09296383746550418}
{"data_time": 0.003994481638073921, "eta_seconds": 122320.0470669244, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41565040650406504, "fast_rcnn/fg_cls_accuracy": 0.5601851851851852, "iteration": 13759, "loss_box_reg": 0.0236073870328255, "loss_cls": 0.05917804752243683, "loss_rpn_cls": 0.0022604469704674557, "loss_rpn_loc": 0.005517703939403873, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.535911952611059, "total_loss": 0.08952219570346642}
{"data_time": 0.004335864679887891, "eta_seconds": 122208.40484637092, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.48256320836965994, "fast_rcnn/fg_cls_accuracy": 0.5013077593722755, "iteration": 13779, "loss_box_reg": 0.023784936754964292, "loss_cls": 0.05595855857245624, "loss_rpn_cls": 0.0019119960513762635, "loss_rpn_loc": 0.005421916859631892, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5332768303342164, "total_loss": 0.08916166522612912}
{"data_time": 0.0037797444965690374, "eta_seconds": 122178.7296715572, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46481178396072015, "fast_rcnn/fg_cls_accuracy": 0.5351882160392798, "iteration": 13799, "loss_box_reg": 0.025518869108054787, "loss_cls": 0.054664484690874815, "loss_rpn_cls": 0.002799614766445302, "loss_rpn_loc": 0.005649507904308848, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5405017291195691, "total_loss": 0.09289622261235309}
{"data_time": 0.003547101514413953, "eta_seconds": 122028.14476337936, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.515625, "fast_rcnn/fg_cls_accuracy": 0.4616477272727273, "iteration": 13819, "loss_box_reg": 0.02262760349549353, "loss_cls": 0.05647389229852706, "loss_rpn_cls": 0.002140279741070117, "loss_rpn_loc": 0.004519631256698631, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350438472814858, "total_loss": 0.08766014311657955}
{"data_time": 0.003990042954683304, "eta_seconds": 122129.63863784191, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5477272727272727, "fast_rcnn/fg_cls_accuracy": 0.45227272727272727, "iteration": 13839, "loss_box_reg": 0.024880089913494885, "loss_cls": 0.05786775145679712, "loss_rpn_cls": 0.0025292987575085135, "loss_rpn_loc": 0.005290958637488075, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.54561817785725, "total_loss": 0.09211048827410195}
{"data_time": 0.004093880066648126, "eta_seconds": 122237.23830399825, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.42810457516339867, "fast_rcnn/fg_cls_accuracy": 0.5718954248366013, "iteration": 13859, "loss_box_reg": 0.023541102942544967, "loss_cls": 0.058031757129356265, "loss_rpn_cls": 0.0026689742453527288, "loss_rpn_loc": 0.0052705047419294715, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5476968951988965, "total_loss": 0.0915663061223313}
{"data_time": 0.004369498463347554, "eta_seconds": 122304.96857057954, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4711021505376344, "fast_rcnn/fg_cls_accuracy": 0.5288978494623655, "iteration": 13879, "loss_box_reg": 0.021659519348759204, "loss_cls": 0.05751314223743975, "loss_rpn_cls": 0.0018619769397787422, "loss_rpn_loc": 0.004589969539665617, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.546678252518177, "total_loss": 0.08651122788836574}
{"data_time": 0.004102122504264116, "eta_seconds": 122294.15091378777, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5478787878787879, "fast_rcnn/fg_cls_accuracy": 0.41901776384535006, "iteration": 13899, "loss_box_reg": 0.024402835813816637, "loss_cls": 0.06221893790643662, "loss_rpn_cls": 0.0018572652720649785, "loss_rpn_loc": 0.006363534805132076, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5483519388362765, "total_loss": 0.09487319326126453}
{"data_time": 0.0036630104295909405, "eta_seconds": 122283.333256996, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4665621734587252, "fast_rcnn/fg_cls_accuracy": 0.5143325143325144, "iteration": 13919, "loss_box_reg": 0.02420787455048412, "loss_cls": 0.05898880632594228, "loss_rpn_cls": 0.0022907512388883333, "loss_rpn_loc": 0.005145958224602509, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.549802377121523, "total_loss": 0.09196216454893147}
{"data_time": 0.0034600780345499516, "eta_seconds": 122272.51560020423, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.43163340724316335, "fast_rcnn/fg_cls_accuracy": 0.5604878048780488, "iteration": 13939, "loss_box_reg": 0.026334584108553827, "loss_cls": 0.05805243086069822, "loss_rpn_cls": 0.0023371563884211355, "loss_rpn_loc": 0.005199136408919003, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5432622958905995, "total_loss": 0.09270341043793451}
{"data_time": 0.0037966894451528788, "eta_seconds": 122283.87812886131, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48155467720685113, "fast_rcnn/fg_cls_accuracy": 0.5156402737047898, "iteration": 13959, "loss_box_reg": 0.024473954923450947, "loss_cls": 0.05795606621541083, "loss_rpn_cls": 0.0026599320389095737, "loss_rpn_loc": 0.0076441238925326616, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438221199437976, "total_loss": 0.09335760131659754}
{"data_time": 0.0036963128950446844, "eta_seconds": 122256.71025195881, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35448717948717945, "fast_rcnn/fg_cls_accuracy": 0.6410256410256411, "iteration": 13979, "loss_box_reg": 0.022934985754545778, "loss_cls": 0.06037062802352011, "loss_rpn_cls": 0.0027959374183410546, "loss_rpn_loc": 0.0040767367027001455, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401394367218018, "total_loss": 0.09175275410825634}
{"data_time": 0.0036290744319558144, "eta_seconds": 122232.5206112063, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4835343228200371, "fast_rcnn/fg_cls_accuracy": 0.516465677179963, "iteration": 13999, "loss_box_reg": 0.026031189190689474, "loss_cls": 0.06033834628760815, "loss_rpn_cls": 0.002631426631069189, "loss_rpn_loc": 0.006944211301743053, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5373073678929359, "total_loss": 0.09471078352601126}
{"data_time": 0.0038225571624934673, "eta_seconds": 122235.07390661887, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5239880059970015, "fast_rcnn/fg_cls_accuracy": 0.4587706146926537, "iteration": 14019, "loss_box_reg": 0.02252330642659217, "loss_cls": 0.060250288574025035, "loss_rpn_cls": 0.0022328536883833294, "loss_rpn_loc": 0.004911824769806117, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424094218760729, "total_loss": 0.09009257635125323}
{"data_time": 0.004071339266374707, "eta_seconds": 122205.69269916345, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42727272727272725, "fast_rcnn/fg_cls_accuracy": 0.5727272727272728, "iteration": 14039, "loss_box_reg": 0.022988815093412995, "loss_cls": 0.060801212675869465, "loss_rpn_cls": 0.0023208764580431307, "loss_rpn_loc": 0.004165011705481447, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5361437529791147, "total_loss": 0.09074953246852147}
{"data_time": 0.00387559924274683, "eta_seconds": 122200.06964312796, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5816176470588235, "fast_rcnn/fg_cls_accuracy": 0.4183823529411764, "iteration": 14059, "loss_box_reg": 0.0245849525090307, "loss_cls": 0.06066753587219864, "loss_rpn_cls": 0.002334218242140196, "loss_rpn_loc": 0.005246372704277746, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5374688850715756, "total_loss": 0.09731409111600442}
{"data_time": 0.0036658323369920254, "eta_seconds": 122202.61938860896, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5476011994002998, "fast_rcnn/fg_cls_accuracy": 0.45239880059970017, "iteration": 14079, "loss_box_reg": 0.022128640732262284, "loss_cls": 0.05742802401073277, "loss_rpn_cls": 0.0021646761701958894, "loss_rpn_loc": 0.004975145515345503, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5485362762119621, "total_loss": 0.08850692546911887}
{"data_time": 0.0035045724362134933, "eta_seconds": 122208.14079387323, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4415768576290414, "fast_rcnn/fg_cls_accuracy": 0.5584231423709586, "iteration": 14099, "loss_box_reg": 0.0228226815816015, "loss_cls": 0.055986234452575445, "loss_rpn_cls": 0.0021686767599931045, "loss_rpn_loc": 0.006607210925722029, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434627959039062, "total_loss": 0.09029729407325249}
{"data_time": 0.003713060636073351, "eta_seconds": 122197.32117458922, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5358974358974359, "fast_rcnn/fg_cls_accuracy": 0.4641025641025641, "iteration": 14119, "loss_box_reg": 0.023727808031253517, "loss_cls": 0.05489937530364841, "loss_rpn_cls": 0.0024255962194956737, "loss_rpn_loc": 0.0037106780655449256, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5433425565715879, "total_loss": 0.08987934009974197}
{"data_time": 0.003722109366208315, "eta_seconds": 122267.12655300088, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.44655797101449274, "fast_rcnn/fg_cls_accuracy": 0.5326086956521738, "iteration": 14139, "loss_box_reg": 0.02345169853651896, "loss_cls": 0.05582431238144636, "loss_rpn_cls": 0.0022024557831628044, "loss_rpn_loc": 0.005436919615021907, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5453651021234691, "total_loss": 0.08784422539065417}
{"data_time": 0.0036121527664363384, "eta_seconds": 122340.77459416003, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.6168478260869565, "fast_rcnn/fg_cls_accuracy": 0.3633540372670807, "iteration": 14159, "loss_box_reg": 0.022979434113949537, "loss_cls": 0.058543539489619434, "loss_rpn_cls": 0.002139543580597092, "loss_rpn_loc": 0.004861310539126862, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5465936532709748, "total_loss": 0.08946485778926672}
{"data_time": 0.003778168000280857, "eta_seconds": 122298.70657505444, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5106851037083595, "fast_rcnn/fg_cls_accuracy": 0.4893148962916405, "iteration": 14179, "loss_box_reg": 0.024780452018603683, "loss_cls": 0.06033706292510033, "loss_rpn_cls": 0.0030672315933770733, "loss_rpn_loc": 0.005939252605458023, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395816045347601, "total_loss": 0.09710457797154959}
{"data_time": 0.0035044436808675528, "eta_seconds": 122256.23895787331, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5402777777777779, "fast_rcnn/fg_cls_accuracy": 0.4597222222222222, "iteration": 14199, "loss_box_reg": 0.02430443011689931, "loss_cls": 0.06264986004680395, "loss_rpn_cls": 0.0014827192694610858, "loss_rpn_loc": 0.004901262334897183, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413319924846292, "total_loss": 0.09620768708464311}
{"data_time": 0.0034360894933342934, "eta_seconds": 122167.39050296578, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3662698412698413, "fast_rcnn/fg_cls_accuracy": 0.6337301587301587, "iteration": 14219, "loss_box_reg": 0.02424988179700449, "loss_cls": 0.06013822683598846, "loss_rpn_cls": 0.0021434842219605343, "loss_rpn_loc": 0.004942174924508436, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537726275390014, "total_loss": 0.09072109445128262}
{"data_time": 0.0034464290365576744, "eta_seconds": 122092.94476123317, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.46904761904761905, "iteration": 14239, "loss_box_reg": 0.022819172183517367, "loss_cls": 0.05657418607734144, "loss_rpn_cls": 0.001940964236837317, "loss_rpn_loc": 0.005949398830125574, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5295363834593445, "total_loss": 0.08825481321207462}
{"data_time": 0.0035617321263998747, "eta_seconds": 122021.02410435467, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4988344988344988, "fast_rcnn/fg_cls_accuracy": 0.5011655011655012, "iteration": 14259, "loss_box_reg": 0.02297795662889257, "loss_cls": 0.0581980103161186, "loss_rpn_cls": 0.0023149124111228048, "loss_rpn_loc": 0.0051752460494753905, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5314716354478151, "total_loss": 0.09053274210612017}
{"data_time": 0.0034676995128393173, "eta_seconds": 122010.21339437249, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3548951048951049, "fast_rcnn/fg_cls_accuracy": 0.6451048951048951, "iteration": 14279, "loss_box_reg": 0.022960203292313963, "loss_cls": 0.05834734521340579, "loss_rpn_cls": 0.0025450617599744874, "loss_rpn_loc": 0.005914471978030633, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442128342110664, "total_loss": 0.09097051905382614}
{"data_time": 0.0035951014142483473, "eta_seconds": 122050.37077245908, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.434375, "fast_rcnn/fg_cls_accuracy": 0.565625, "iteration": 14299, "loss_box_reg": 0.024165653565432876, "loss_cls": 0.05809427471831441, "loss_rpn_cls": 0.001896577581078418, "loss_rpn_loc": 0.003677265558508225, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5439729653298855, "total_loss": 0.08972921888789642}
{"data_time": 0.0037942579947412014, "eta_seconds": 122049.68026656448, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5023809523809524, "fast_rcnn/fg_cls_accuracy": 0.4976190476190476, "iteration": 14319, "loss_box_reg": 0.023259406734723598, "loss_cls": 0.05998322868254036, "loss_rpn_cls": 0.002439894335111603, "loss_rpn_loc": 0.006935226629138924, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444888663478196, "total_loss": 0.09182105949957986}
{"data_time": 0.003670512931421399, "eta_seconds": 122017.99462352996, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3920361247947455, "fast_rcnn/fg_cls_accuracy": 0.6079638752052545, "iteration": 14339, "loss_box_reg": 0.023010866658296436, "loss_cls": 0.05746571300551295, "loss_rpn_cls": 0.002623689631036541, "loss_rpn_loc": 0.00670024094870314, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390082034282386, "total_loss": 0.09265380676515633}
{"data_time": 0.0033929727505892515, "eta_seconds": 122007.18034949736, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4211822660098522, "fast_rcnn/fg_cls_accuracy": 0.5788177339901477, "iteration": 14359, "loss_box_reg": 0.023900022148154676, "loss_cls": 0.0616819360293448, "loss_rpn_cls": 0.002262235148009495, "loss_rpn_loc": 0.005177069178898819, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398959438316524, "total_loss": 0.09587988296846106}
{"data_time": 0.0037230029702186584, "eta_seconds": 122021.81169528351, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4949066213921901, "fast_rcnn/fg_cls_accuracy": 0.5050933786078098, "iteration": 14379, "loss_box_reg": 0.02202523872256279, "loss_cls": 0.056631121318787336, "loss_rpn_cls": 0.001560739578508219, "loss_rpn_loc": 0.00448905198572902, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437977930996567, "total_loss": 0.08522030397534763}
{"data_time": 0.003534009912982583, "eta_seconds": 122029.52862588945, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.46413043478260874, "fast_rcnn/fg_cls_accuracy": 0.5041128084606346, "iteration": 14399, "loss_box_reg": 0.022824611340183765, "loss_cls": 0.05793215590529144, "loss_rpn_cls": 0.0018820954348939267, "loss_rpn_loc": 0.005158396663318854, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368963999208063, "total_loss": 0.08951858818909386}
{"data_time": 0.004112924449145794, "eta_seconds": 122000.17863600352, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3765182186234818, "fast_rcnn/fg_cls_accuracy": 0.6106612685560053, "iteration": 14419, "loss_box_reg": 0.02417921111918986, "loss_cls": 0.05580126179847866, "loss_rpn_cls": 0.0021209678402556165, "loss_rpn_loc": 0.00536553230631398, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349669186398387, "total_loss": 0.0895580107708156}
{"data_time": 0.0039107161574065685, "eta_seconds": 121984.78352456144, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3693181818181818, "fast_rcnn/fg_cls_accuracy": 0.514278429372769, "iteration": 14439, "loss_box_reg": 0.02255501103354618, "loss_cls": 0.05770210002083331, "loss_rpn_cls": 0.0018468010607648466, "loss_rpn_loc": 0.004440598509972915, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5393981109373271, "total_loss": 0.08599955550926097}
{"data_time": 0.003700440051034093, "eta_seconds": 121963.8489611973, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.33096590909090906, "fast_rcnn/fg_cls_accuracy": 0.6463068181818181, "iteration": 14459, "loss_box_reg": 0.02253112115431577, "loss_cls": 0.05754036665894091, "loss_rpn_cls": 0.002152653093958179, "loss_rpn_loc": 0.004435180933796801, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5335513560567051, "total_loss": 0.0867533785018395}
{"data_time": 0.004296077415347099, "eta_seconds": 121975.2550473304, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.48958333333333337, "fast_rcnn/fg_cls_accuracy": 0.5104166666666667, "iteration": 14479, "loss_box_reg": 0.024549627909436822, "loss_cls": 0.059315026621334255, "loss_rpn_cls": 0.002496521552075137, "loss_rpn_loc": 0.005955163374892436, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5479119827505201, "total_loss": 0.09081395233647527}
{"data_time": 0.004155175061896443, "eta_seconds": 121992.54630453559, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5817373461012312, "fast_rcnn/fg_cls_accuracy": 0.4182626538987688, "iteration": 14499, "loss_box_reg": 0.024752890050876886, "loss_cls": 0.06459032138809562, "loss_rpn_cls": 0.0015511288711422822, "loss_rpn_loc": 0.004678429930208949, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5477502529975027, "total_loss": 0.09611115710686136}
{"data_time": 0.004105067579075694, "eta_seconds": 122082.98021913203, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.5811688311688312, "fast_rcnn/fg_cls_accuracy": 0.41883116883116883, "iteration": 14519, "loss_box_reg": 0.025023533613421023, "loss_cls": 0.05897620739415288, "loss_rpn_cls": 0.0016131193254977916, "loss_rpn_loc": 0.004607579154253472, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5463857185095549, "total_loss": 0.09197649295742849}
{"data_time": 0.003909743623808026, "eta_seconds": 122108.26710557984, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4654631083202512, "fast_rcnn/fg_cls_accuracy": 0.5135531135531135, "iteration": 14539, "loss_box_reg": 0.024554877541959286, "loss_cls": 0.05790306138806045, "loss_rpn_cls": 0.0018012891127909825, "loss_rpn_loc": 0.0046792258544883225, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5421908018179238, "total_loss": 0.09124632149882927}
{"data_time": 0.0037451758980751038, "eta_seconds": 122061.32287678937, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4064625850340136, "fast_rcnn/fg_cls_accuracy": 0.5935374149659864, "iteration": 14559, "loss_box_reg": 0.024364296288695186, "loss_cls": 0.05680363217834383, "loss_rpn_cls": 0.0022775006755750837, "loss_rpn_loc": 0.0046180121644283645, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423085566144437, "total_loss": 0.0896093843294068}
{"data_time": 0.003776699071750045, "eta_seconds": 122063.50663351687, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4814814814814815, "fast_rcnn/fg_cls_accuracy": 0.5185185185185186, "iteration": 14579, "loss_box_reg": 0.023091929557267576, "loss_cls": 0.06046143115963787, "loss_rpn_cls": 0.0021036067546447157, "loss_rpn_loc": 0.005450605174701195, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5429293494671583, "total_loss": 0.08981863280496327}
{"data_time": 0.003833716968074441, "eta_seconds": 122097.56753000827, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43307757885763, "fast_rcnn/fg_cls_accuracy": 0.5571184995737426, "iteration": 14599, "loss_box_reg": 0.023025916365440935, "loss_cls": 0.05703465361148119, "loss_rpn_cls": 0.002116659376952157, "loss_rpn_loc": 0.0036516912587103434, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5456659742631018, "total_loss": 0.08819363387601697}
{"data_time": 0.0036374260671436787, "eta_seconds": 122115.89892680361, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.46826923076923077, "fast_rcnn/fg_cls_accuracy": 0.5317307692307692, "iteration": 14619, "loss_box_reg": 0.02481794502818957, "loss_cls": 0.06095015071332455, "loss_rpn_cls": 0.0026312907364172133, "loss_rpn_loc": 0.004979444816854084, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5447425034362823, "total_loss": 0.09493652602532165}
{"data_time": 0.004014570498839021, "eta_seconds": 122100.94025488012, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3612938596491228, "fast_rcnn/fg_cls_accuracy": 0.6387061403508771, "iteration": 14639, "loss_box_reg": 0.02349409379530698, "loss_cls": 0.05857080977875739, "loss_rpn_cls": 0.0019677009840961546, "loss_rpn_loc": 0.00576833110244479, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5331084767822176, "total_loss": 0.09004315307856814}
{"data_time": 0.003654280211776495, "eta_seconds": 122104.51036524004, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41640866873065013, "fast_rcnn/fg_cls_accuracy": 0.5098039215686274, "iteration": 14659, "loss_box_reg": 0.022399313340429217, "loss_cls": 0.05760313884820789, "loss_rpn_cls": 0.0019921173898183042, "loss_rpn_loc": 0.0066141304923803546, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5413385203573853, "total_loss": 0.08976077855732001}
{"data_time": 0.0043110293336212635, "eta_seconds": 122109.49438248714, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.446969696969697, "fast_rcnn/fg_cls_accuracy": 0.553030303030303, "iteration": 14679, "loss_box_reg": 0.02375441143522039, "loss_cls": 0.05670633399859071, "loss_rpn_cls": 0.002090242692247557, "loss_rpn_loc": 0.005699324203305878, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423610075376928, "total_loss": 0.08741807251658429}
{"data_time": 0.0034373283851891756, "eta_seconds": 122080.45577278105, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5408602150537634, "fast_rcnn/fg_cls_accuracy": 0.45913978494623653, "iteration": 14699, "loss_box_reg": 0.02194132300792262, "loss_cls": 0.058553088223561645, "loss_rpn_cls": 0.0027538579251995543, "loss_rpn_loc": 0.004269651537470054, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378589509055018, "total_loss": 0.08985403000576753}
{"data_time": 0.003923956537619233, "eta_seconds": 122076.1050856188, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.38137755102040816, "fast_rcnn/fg_cls_accuracy": 0.6186224489795918, "iteration": 14719, "loss_box_reg": 0.023661068524233997, "loss_cls": 0.05846719315741211, "loss_rpn_cls": 0.002349909112581372, "loss_rpn_loc": 0.005121548776514828, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390719305723906, "total_loss": 0.09051349629680772}
{"data_time": 0.0036814729683101177, "eta_seconds": 122072.21085262019, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5789473684210527, "fast_rcnn/fg_cls_accuracy": 0.42105263157894735, "iteration": 14739, "loss_box_reg": 0.02379464724799618, "loss_cls": 0.058597056893631816, "loss_rpn_cls": 0.0022445423505814688, "loss_rpn_loc": 0.005442133649921743, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5421035764738917, "total_loss": 0.08974309231990674}
{"data_time": 0.00379200535826385, "eta_seconds": 122061.37256185059, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5441558441558441, "fast_rcnn/fg_cls_accuracy": 0.45584415584415583, "iteration": 14759, "loss_box_reg": 0.023302302695810795, "loss_cls": 0.06210139603354037, "loss_rpn_cls": 0.0021496187569027825, "loss_rpn_loc": 0.004549357006908394, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5297528672963381, "total_loss": 0.09099890270272226}
{"data_time": 0.003477401565760374, "eta_seconds": 122066.44055322115, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5311220311220312, "fast_rcnn/fg_cls_accuracy": 0.46887796887796884, "iteration": 14779, "loss_box_reg": 0.024811463605146855, "loss_cls": 0.05943477794062346, "loss_rpn_cls": 0.00215733031700438, "loss_rpn_loc": 0.0072736065958451945, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5484747884329408, "total_loss": 0.09224487624260291}
{"data_time": 0.003621698124334216, "eta_seconds": 122079.46814301959, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4493421052631579, "fast_rcnn/fg_cls_accuracy": 0.5390199637023594, "iteration": 14799, "loss_box_reg": 0.02135041158180684, "loss_cls": 0.05811774032190442, "loss_rpn_cls": 0.002106207769259072, "loss_rpn_loc": 0.004584998438076582, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542486981023103, "total_loss": 0.087530092238012}
{"data_time": 0.003919683629646897, "eta_seconds": 122068.62632010202, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.44017094017094016, "fast_rcnn/fg_cls_accuracy": 0.5598290598290598, "iteration": 14819, "loss_box_reg": 0.023295019869692624, "loss_cls": 0.05819371517281979, "loss_rpn_cls": 0.0021463666441832174, "loss_rpn_loc": 0.005026580540288705, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330781135708094, "total_loss": 0.0896564930490058}
{"data_time": 0.0037525915540754795, "eta_seconds": 122057.78449718445, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4924603174603175, "fast_rcnn/fg_cls_accuracy": 0.5075396825396825, "iteration": 14839, "loss_box_reg": 0.02254222019109875, "loss_cls": 0.058551514986902475, "loss_rpn_cls": 0.001927126129203316, "loss_rpn_loc": 0.00582891890371684, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5502490517683327, "total_loss": 0.09118080315124644}
{"data_time": 0.0035600103437900543, "eta_seconds": 122022.35100917355, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5247029393370857, "fast_rcnn/fg_cls_accuracy": 0.47529706066291433, "iteration": 14859, "loss_box_reg": 0.024762833083514124, "loss_cls": 0.060360247269272804, "loss_rpn_cls": 0.002510809792966029, "loss_rpn_loc": 0.004989872308215126, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390599044039845, "total_loss": 0.09334643777219753}
{"data_time": 0.003497949568554759, "eta_seconds": 121996.34281723294, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4125934445083381, "fast_rcnn/fg_cls_accuracy": 0.5746726677577741, "iteration": 14879, "loss_box_reg": 0.025412884075194597, "loss_cls": 0.06225306633859873, "loss_rpn_cls": 0.0025094020238611847, "loss_rpn_loc": 0.004820309070055373, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5403532257769257, "total_loss": 0.09687699235212222}
{"data_time": 0.0035746872890740633, "eta_seconds": 121985.50452646334, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.531929046563193, "fast_rcnn/fg_cls_accuracy": 0.4680709534368071, "iteration": 14899, "loss_box_reg": 0.023313503828831017, "loss_cls": 0.057140183402225375, "loss_rpn_cls": 0.002426196516807977, "loss_rpn_loc": 0.0047919716671458445, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433355774730444, "total_loss": 0.08848067798589909}
{"data_time": 0.0035284420009702444, "eta_seconds": 121954.61883370718, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5110554860241969, "fast_rcnn/fg_cls_accuracy": 0.48404255319148937, "iteration": 14919, "loss_box_reg": 0.023382582352496684, "loss_cls": 0.06004519865382463, "loss_rpn_cls": 0.002215882993368723, "loss_rpn_loc": 0.005219110935286153, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5384860045742244, "total_loss": 0.09113479775078304}
{"data_time": 0.003741465974599123, "eta_seconds": 121939.66553686536, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4309605488850772, "fast_rcnn/fg_cls_accuracy": 0.5690394511149228, "iteration": 14939, "loss_box_reg": 0.023558512213639915, "loss_cls": 0.057042092899791896, "loss_rpn_cls": 0.0015095622773060313, "loss_rpn_loc": 0.004708076274255291, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.538428884698078, "total_loss": 0.08832281589138802}
{"data_time": 0.0034923336934298277, "eta_seconds": 121845.71307630697, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4744897959183674, "fast_rcnn/fg_cls_accuracy": 0.5255102040816326, "iteration": 14959, "loss_box_reg": 0.02244157885434106, "loss_cls": 0.058868988999165595, "loss_rpn_cls": 0.0023487717435273225, "loss_rpn_loc": 0.003996087798441295, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537577894050628, "total_loss": 0.08865425167073226}
{"data_time": 0.0037691358011215925, "eta_seconds": 121869.96585824015, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4563543003851091, "fast_rcnn/fg_cls_accuracy": 0.5199146514935988, "iteration": 14979, "loss_box_reg": 0.023323072819039226, "loss_cls": 0.057926580077037215, "loss_rpn_cls": 0.002100902274833061, "loss_rpn_loc": 0.004352957672381308, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5433731984812766, "total_loss": 0.08805649040186836}
{"data_time": 0.003510486101731658, "eta_seconds": 121911.27279602876, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5189340813464236, "fast_rcnn/fg_cls_accuracy": 0.48106591865357645, "iteration": 14999, "loss_box_reg": 0.022288497420959175, "loss_cls": 0.05798549251630902, "loss_rpn_cls": 0.0018609766257213778, "loss_rpn_loc": 0.005217813642957481, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.546569773927331, "total_loss": 0.08726124316922323}
{"data_time": 0.0035628683399409056, "eta_seconds": 121896.32096253685, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.6143478260869566, "fast_rcnn/fg_cls_accuracy": 0.3848413631022327, "iteration": 15019, "loss_box_reg": 0.02217767684487626, "loss_cls": 0.0576936089200899, "loss_rpn_cls": 0.002396742578866906, "loss_rpn_loc": 0.005327179314917885, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5395789782050997, "total_loss": 0.08818939013076488}
{"data_time": 0.003985679009929299, "eta_seconds": 121885.48481895472, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4162087912087912, "fast_rcnn/fg_cls_accuracy": 0.5837912087912087, "iteration": 15039, "loss_box_reg": 0.023123771068640053, "loss_cls": 0.05714090261608362, "loss_rpn_cls": 0.0026511443991239503, "loss_rpn_loc": 0.005320910560840275, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373716945759952, "total_loss": 0.09085183284105369}
{"data_time": 0.0041904456447809935, "eta_seconds": 121874.64867537259, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.45625000000000004, "fast_rcnn/fg_cls_accuracy": 0.54375, "iteration": 15059, "loss_box_reg": 0.023452491033822298, "loss_cls": 0.06020204193191603, "loss_rpn_cls": 0.0018736369779617235, "loss_rpn_loc": 0.004497405498113949, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5372120370157063, "total_loss": 0.09098129524863907}
{"data_time": 0.004069393500685692, "eta_seconds": 121753.16129270475, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4423076923076923, "fast_rcnn/fg_cls_accuracy": 0.5419580419580419, "iteration": 15079, "loss_box_reg": 0.023045994865242392, "loss_cls": 0.057578940875828266, "loss_rpn_cls": 0.0021065630257908197, "loss_rpn_loc": 0.0038274794424069114, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392630675341934, "total_loss": 0.09207341585488393}
{"data_time": 0.003917759982869029, "eta_seconds": 121718.53640633519, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5852402745995423, "fast_rcnn/fg_cls_accuracy": 0.4147597254004577, "iteration": 15099, "loss_box_reg": 0.023338050639722496, "loss_cls": 0.0582237628987059, "loss_rpn_cls": 0.0024732051851970027, "loss_rpn_loc": 0.005629453342407942, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5367289853747934, "total_loss": 0.09005026635259128}
{"data_time": 0.004061828833073378, "eta_seconds": 121707.71221823408, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4379795396419437, "fast_rcnn/fg_cls_accuracy": 0.5433006535947713, "iteration": 15119, "loss_box_reg": 0.02414897078415379, "loss_cls": 0.05691338167525828, "loss_rpn_cls": 0.0016756159324131659, "loss_rpn_loc": 0.0058142757043242455, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.545437189983204, "total_loss": 0.08706755924981735}
{"data_time": 0.003873719833791256, "eta_seconds": 121720.68237931933, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5064102564102564, "fast_rcnn/fg_cls_accuracy": 0.4935897435897436, "iteration": 15139, "loss_box_reg": 0.022079060319811106, "loss_cls": 0.05635530035942793, "loss_rpn_cls": 0.0018090436451529968, "loss_rpn_loc": 0.004742317556519993, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5497955016326159, "total_loss": 0.0883402549661696}
{"data_time": 0.003833893919363618, "eta_seconds": 121686.06384203187, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40499149177538285, "fast_rcnn/fg_cls_accuracy": 0.5851357570179475, "iteration": 15159, "loss_box_reg": 0.023868857300840318, "loss_cls": 0.055972457164898515, "loss_rpn_cls": 0.0024085665100983533, "loss_rpn_loc": 0.004642887957743369, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415863350499421, "total_loss": 0.08683840048183811}
{"data_time": 0.0040357045363634825, "eta_seconds": 121699.02977039572, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.45089285714285715, "fast_rcnn/fg_cls_accuracy": 0.5352990033222591, "iteration": 15179, "loss_box_reg": 0.022402438102290034, "loss_cls": 0.05684487207327038, "loss_rpn_cls": 0.002743456408552447, "loss_rpn_loc": 0.004345944551459979, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.543902789009735, "total_loss": 0.08879690009666774}
{"data_time": 0.003720297710970044, "eta_seconds": 121688.20346593391, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.6273148148148149, "fast_rcnn/fg_cls_accuracy": 0.367003367003367, "iteration": 15199, "loss_box_reg": 0.023915736936032772, "loss_cls": 0.05955787969287485, "loss_rpn_cls": 0.002375530338667886, "loss_rpn_loc": 0.004053960925375577, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5414262961130589, "total_loss": 0.08981559111452952}
{"data_time": 0.003895977046340704, "eta_seconds": 121718.86802016757, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4772727272727273, "fast_rcnn/fg_cls_accuracy": 0.5227272727272727, "iteration": 15219, "loss_box_reg": 0.022083268908318132, "loss_cls": 0.05877169966697693, "loss_rpn_cls": 0.0023290956851269584, "loss_rpn_loc": 0.004548381006316049, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5438493019901216, "total_loss": 0.08889092217941652}
{"data_time": 0.0036881843116134405, "eta_seconds": 121785.33185341652, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.6017738359201774, "fast_rcnn/fg_cls_accuracy": 0.3982261640798226, "iteration": 15239, "loss_box_reg": 0.023876669874880463, "loss_cls": 0.06032761395908892, "loss_rpn_cls": 0.002290972223818244, "loss_rpn_loc": 0.004316015460062772, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5426902417093515, "total_loss": 0.09203045577964986}
{"data_time": 0.003862720914185047, "eta_seconds": 121806.28767464613, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.48601398601398604, "fast_rcnn/fg_cls_accuracy": 0.49450549450549447, "iteration": 15259, "loss_box_reg": 0.02361013786867261, "loss_cls": 0.062203919515013695, "loss_rpn_cls": 0.0024758711872436834, "loss_rpn_loc": 0.003956502154323971, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448860970791429, "total_loss": 0.09144967396559878}
{"data_time": 0.003620228497311473, "eta_seconds": 121763.65810541692, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41885553470919323, "fast_rcnn/fg_cls_accuracy": 0.5659420289855073, "iteration": 15279, "loss_box_reg": 0.022880385455209762, "loss_cls": 0.05476049368735403, "loss_rpn_cls": 0.002516796142572275, "loss_rpn_loc": 0.005080426468339283, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378944391850382, "total_loss": 0.08900622799262692}
{"data_time": 0.003912770189344883, "eta_seconds": 121752.82123141713, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.46739130434782605, "fast_rcnn/fg_cls_accuracy": 0.5326086956521738, "iteration": 15299, "loss_box_reg": 0.024565610801801085, "loss_cls": 0.05538510950282216, "loss_rpn_cls": 0.001578557962375271, "loss_rpn_loc": 0.0039019861615088303, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410676940809935, "total_loss": 0.08686177000072348}
{"data_time": 0.0035039829090237617, "eta_seconds": 121638.46563030104, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.49265605875152996, "fast_rcnn/fg_cls_accuracy": 0.5073439412484699, "iteration": 15319, "loss_box_reg": 0.022649165766779333, "loss_cls": 0.057460349053144455, "loss_rpn_cls": 0.0019818683815344684, "loss_rpn_loc": 0.005928037884586956, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367400122340769, "total_loss": 0.08918510900639376}
{"data_time": 0.0033028568141162395, "eta_seconds": 121731.14748341753, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.38207070707070706, "fast_rcnn/fg_cls_accuracy": 0.617929292929293, "iteration": 15339, "loss_box_reg": 0.024098944501020014, "loss_cls": 0.05971783131826669, "loss_rpn_cls": 0.002312733828148339, "loss_rpn_loc": 0.006285101753746858, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5459181140176952, "total_loss": 0.09287451067461916}
{"data_time": 0.0036352688912302256, "eta_seconds": 121695.17227940843, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.41265397536394177, "fast_rcnn/fg_cls_accuracy": 0.5873460246360582, "iteration": 15359, "loss_box_reg": 0.02288636367302388, "loss_cls": 0.054610129562206566, "loss_rpn_cls": 0.002667594560989528, "loss_rpn_loc": 0.005038161478296388, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.53551947302185, "total_loss": 0.08903433781324566}
{"data_time": 0.0037827983032912016, "eta_seconds": 121709.47373541794, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5493400377121307, "fast_rcnn/fg_cls_accuracy": 0.4506599622878693, "iteration": 15379, "loss_box_reg": 0.022973489947617054, "loss_cls": 0.05876763607375324, "loss_rpn_cls": 0.001763678755651199, "loss_rpn_loc": 0.004645607914426364, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5475006708875299, "total_loss": 0.08815115162678921}
{"data_time": 0.003605951787903905, "eta_seconds": 121724.30803605169, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5627450980392157, "fast_rcnn/fg_cls_accuracy": 0.4372549019607843, "iteration": 15399, "loss_box_reg": 0.022074418782722205, "loss_cls": 0.058972433442249894, "loss_rpn_cls": 0.002365200195072248, "loss_rpn_loc": 0.004711159854196012, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434860750101507, "total_loss": 0.08739986985639803}
{"data_time": 0.0036537181586027145, "eta_seconds": 121719.57004845445, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5411036036036037, "fast_rcnn/fg_cls_accuracy": 0.4588963963963964, "iteration": 15419, "loss_box_reg": 0.02498913457384333, "loss_cls": 0.06220082030631602, "loss_rpn_cls": 0.0022664584630547324, "loss_rpn_loc": 0.005786152112705167, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5441098778974265, "total_loss": 0.09261128889829706}
{"data_time": 0.004104181192815304, "eta_seconds": 121710.80076630972, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4391025641025641, "fast_rcnn/fg_cls_accuracy": 0.5608974358974359, "iteration": 15439, "loss_box_reg": 0.0218870984390378, "loss_cls": 0.05749296513386071, "loss_rpn_cls": 0.002035192398579966, "loss_rpn_loc": 0.004230384904076345, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5351999250706285, "total_loss": 0.08743841569776123}
{"data_time": 0.0037578013725578785, "eta_seconds": 121713.9818586926, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4053030303030303, "fast_rcnn/fg_cls_accuracy": 0.5946969696969697, "iteration": 15459, "loss_box_reg": 0.022914297180250287, "loss_cls": 0.05372948106378317, "loss_rpn_cls": 0.0024316543353961606, "loss_rpn_loc": 0.004659511032514274, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5380473642144352, "total_loss": 0.08449683885601189}
{"data_time": 0.003794725751504302, "eta_seconds": 121686.3222199895, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.428743961352657, "fast_rcnn/fg_cls_accuracy": 0.5712560386473431, "iteration": 15479, "loss_box_reg": 0.022860415454488248, "loss_cls": 0.05893093743361533, "loss_rpn_cls": 0.0016798272788491886, "loss_rpn_loc": 0.005295719674904831, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5416948134079576, "total_loss": 0.09148340859201198}
{"data_time": 0.0038854950107634068, "eta_seconds": 121640.00022895494, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4880952380952381, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 15499, "loss_box_reg": 0.023180074291303754, "loss_cls": 0.05849518137983978, "loss_rpn_cls": 0.0020612863658016067, "loss_rpn_loc": 0.005092006496852264, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5315569255035371, "total_loss": 0.09228600760366135}
{"data_time": 0.003408757271245122, "eta_seconds": 121514.982594545, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5147058823529411, "fast_rcnn/fg_cls_accuracy": 0.4852941176470588, "iteration": 15519, "loss_box_reg": 0.023168676940258592, "loss_cls": 0.05860359454527497, "loss_rpn_cls": 0.0024874372286376456, "loss_rpn_loc": 0.006474168341810582, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5388154699467123, "total_loss": 0.09086452610881679}
{"data_time": 0.003976176492869854, "eta_seconds": 121450.69099738821, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4772727272727273, "fast_rcnn/fg_cls_accuracy": 0.5189393939393939, "iteration": 15539, "loss_box_reg": 0.023203191231004894, "loss_cls": 0.0609723266097717, "loss_rpn_cls": 0.0021421589738110924, "loss_rpn_loc": 0.0049501571847940795, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5321005336008966, "total_loss": 0.09486113391790241}
{"data_time": 0.0040688710287213326, "eta_seconds": 121458.36850042152, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.37922705314009664, "fast_rcnn/fg_cls_accuracy": 0.6014739229024944, "iteration": 15559, "loss_box_reg": 0.022168875904753804, "loss_cls": 0.056165947928093374, "loss_rpn_cls": 0.0025391309063707013, "loss_rpn_loc": 0.004311016338760965, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5435587086249143, "total_loss": 0.0913308903145662}
{"data_time": 0.003992420854046941, "eta_seconds": 121429.04791622981, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5053191489361701, "fast_rcnn/fg_cls_accuracy": 0.4530141843971631, "iteration": 15579, "loss_box_reg": 0.023750641907099634, "loss_cls": 0.05795121402479708, "loss_rpn_cls": 0.0021225041291472735, "loss_rpn_loc": 0.004261861526174471, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5410534844268113, "total_loss": 0.08967853124522662}
{"data_time": 0.003933802712708712, "eta_seconds": 121344.88629345712, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37484035759897827, "fast_rcnn/fg_cls_accuracy": 0.5968660968660968, "iteration": 15599, "loss_box_reg": 0.02180447767022997, "loss_cls": 0.05456177843734622, "loss_rpn_cls": 0.002057593551626269, "loss_rpn_loc": 0.005446427760034567, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5377244534902275, "total_loss": 0.08429433857736512}
{"data_time": 0.00345591944642365, "eta_seconds": 121289.40539054782, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.42997198879551823, "fast_rcnn/fg_cls_accuracy": 0.5570409982174688, "iteration": 15619, "loss_box_reg": 0.021424338745418936, "loss_cls": 0.05955582391470671, "loss_rpn_cls": 0.0027465495356864267, "loss_rpn_loc": 0.006147032840090105, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5393510705325752, "total_loss": 0.09254073717170286}
{"data_time": 0.0040259333327412605, "eta_seconds": 121278.5943677437, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41531440162271804, "fast_rcnn/fg_cls_accuracy": 0.584685598377282, "iteration": 15639, "loss_box_reg": 0.023111004091333598, "loss_cls": 0.05945007433183491, "loss_rpn_cls": 0.001886948802052757, "loss_rpn_loc": 0.005076206012745388, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.534885075641796, "total_loss": 0.09156023964624183}
{"data_time": 0.0035819169133901596, "eta_seconds": 121281.27059873194, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4627554383651945, "fast_rcnn/fg_cls_accuracy": 0.5372445616348056, "iteration": 15659, "loss_box_reg": 0.02270264393882826, "loss_cls": 0.05930050858296454, "loss_rpn_cls": 0.0019966348161233327, "loss_rpn_loc": 0.003701079069287516, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434890140313655, "total_loss": 0.08806796440987341}
{"data_time": 0.003554008202627301, "eta_seconds": 121270.45837353915, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 15679, "loss_box_reg": 0.023096580058336258, "loss_cls": 0.06028591620270163, "loss_rpn_cls": 0.0032136815350440884, "loss_rpn_loc": 0.005165272712474689, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5435692225582898, "total_loss": 0.0928867804825586}
{"data_time": 0.004032565280795097, "eta_seconds": 121292.2910443442, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3082336382828994, "fast_rcnn/fg_cls_accuracy": 0.6612244897959183, "iteration": 15699, "loss_box_reg": 0.02241339039755985, "loss_cls": 0.056304838857613504, "loss_rpn_cls": 0.0020261836527879495, "loss_rpn_loc": 0.006504914053948596, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431164614856243, "total_loss": 0.0855435126309203}
{"data_time": 0.0040728498715907335, "eta_seconds": 121298.32092351117, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3953094777562862, "fast_rcnn/fg_cls_accuracy": 0.6046905222437138, "iteration": 15719, "loss_box_reg": 0.02379510278115049, "loss_cls": 0.055928670801222324, "loss_rpn_cls": 0.0023586053180224553, "loss_rpn_loc": 0.00604687998566078, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5352783852722496, "total_loss": 0.08962476464034808}
{"data_time": 0.004077515564858913, "eta_seconds": 121270.66077233572, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4589783281733746, "fast_rcnn/fg_cls_accuracy": 0.5410216718266254, "iteration": 15739, "loss_box_reg": 0.023101935861632228, "loss_cls": 0.05728855053894222, "loss_rpn_cls": 0.0024617049521111767, "loss_rpn_loc": 0.005634989058307838, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390838547609746, "total_loss": 0.09213272609576961}
{"data_time": 0.003826550906524062, "eta_seconds": 121331.65405101702, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.41565040650406504, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 15759, "loss_box_reg": 0.022731224133167416, "loss_cls": 0.058987272437661886, "loss_rpn_cls": 0.0022514763136314286, "loss_rpn_loc": 0.005811674069263972, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5450076465494931, "total_loss": 0.09055771252747036}
{"data_time": 0.0038812514394521713, "eta_seconds": 121265.87100909394, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4630630630630631, "fast_rcnn/fg_cls_accuracy": 0.5035087719298246, "iteration": 15779, "loss_box_reg": 0.02180983463767916, "loss_cls": 0.055786553770303726, "loss_rpn_cls": 0.002400185964688717, "loss_rpn_loc": 0.004112230009923223, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386356457602233, "total_loss": 0.08569914187773975}
{"data_time": 0.004080210579559207, "eta_seconds": 121213.25792285334, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 15799, "loss_box_reg": 0.023034026380628347, "loss_cls": 0.06041723000817001, "loss_rpn_cls": 0.002395268830468922, "loss_rpn_loc": 0.004689645458711311, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375192973297089, "total_loss": 0.09168431168791358}
{"data_time": 0.00364485802128911, "eta_seconds": 121318.365637006, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.49779411764705883, "fast_rcnn/fg_cls_accuracy": 0.5022058823529412, "iteration": 15819, "loss_box_reg": 0.023153760528657585, "loss_cls": 0.058593034045770764, "loss_rpn_cls": 0.002544872554608446, "loss_rpn_loc": 0.005919858784181997, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5469123893417418, "total_loss": 0.09154039842360362}
{"data_time": 0.003954100422561169, "eta_seconds": 121288.36788870022, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3883037694013304, "fast_rcnn/fg_cls_accuracy": 0.5874867444326617, "iteration": 15839, "loss_box_reg": 0.021644688793458045, "loss_cls": 0.059523642528802156, "loss_rpn_cls": 0.00182186344522961, "loss_rpn_loc": 0.004432422883837717, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5421021154616028, "total_loss": 0.08769776684334829}
{"data_time": 0.0039808189030736685, "eta_seconds": 121316.52614777233, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4691706469821971, "fast_rcnn/fg_cls_accuracy": 0.5308293530178028, "iteration": 15859, "loss_box_reg": 0.022883408120833337, "loss_cls": 0.056961887050420046, "loss_rpn_cls": 0.0024217728368967073, "loss_rpn_loc": 0.004514317333814688, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5443586918991059, "total_loss": 0.0884064523354482}
{"data_time": 0.0035785946529358625, "eta_seconds": 121332.72239575535, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4672727272727273, "fast_rcnn/fg_cls_accuracy": 0.5327272727272727, "iteration": 15879, "loss_box_reg": 0.021532155864406377, "loss_cls": 0.05831872206181288, "loss_rpn_cls": 0.0017640378084706754, "loss_rpn_loc": 0.004384163366921712, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5442706402391195, "total_loss": 0.08753127317959297}
{"data_time": 0.0035998430103063583, "eta_seconds": 121312.20371070318, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3951219512195122, "fast_rcnn/fg_cls_accuracy": 0.5772972972972974, "iteration": 15899, "loss_box_reg": 0.022628023172728717, "loss_cls": 0.055121848126873374, "loss_rpn_cls": 0.0018130838741399202, "loss_rpn_loc": 0.005250191708910279, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5386955195572227, "total_loss": 0.08469336426924201}
{"data_time": 0.003385233459994197, "eta_seconds": 121292.65925874561, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3980938416422287, "fast_rcnn/fg_cls_accuracy": 0.6019061583577713, "iteration": 15919, "loss_box_reg": 0.022796723525971174, "loss_cls": 0.05654855608008802, "loss_rpn_cls": 0.0015597552426243055, "loss_rpn_loc": 0.004293267054890748, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538513231324032, "total_loss": 0.08730823098881046}
{"data_time": 0.0037513666320592165, "eta_seconds": 121275.50107880495, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40280262373285625, "fast_rcnn/fg_cls_accuracy": 0.5971973762671436, "iteration": 15939, "loss_box_reg": 0.02167742105666548, "loss_cls": 0.057473403168842196, "loss_rpn_cls": 0.002071765528398828, "loss_rpn_loc": 0.006867648757179268, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5408146090339869, "total_loss": 0.08915466373969139}
{"data_time": 0.003796912496909499, "eta_seconds": 121264.67585700564, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45476190476190476, "fast_rcnn/fg_cls_accuracy": 0.5219047619047619, "iteration": 15959, "loss_box_reg": 0.02287018537754193, "loss_cls": 0.05656075000297278, "loss_rpn_cls": 0.001800199072988562, "loss_rpn_loc": 0.004487343903747387, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5372879891656339, "total_loss": 0.0860812114667624}
{"data_time": 0.004181974334642291, "eta_seconds": 121250.64239012799, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.559645852749301, "fast_rcnn/fg_cls_accuracy": 0.43050193050193053, "iteration": 15979, "loss_box_reg": 0.02283450949471444, "loss_cls": 0.06366194109432399, "loss_rpn_cls": 0.0022908201085556357, "loss_rpn_loc": 0.004709398162958678, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376486235763878, "total_loss": 0.09422101079985623}
{"data_time": 0.0037567862309515476, "eta_seconds": 121172.12931330479, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42093023255813955, "fast_rcnn/fg_cls_accuracy": 0.5763670647391578, "iteration": 15999, "loss_box_reg": 0.022702431248035282, "loss_cls": 0.06157931452617049, "loss_rpn_cls": 0.0025728380232976633, "loss_rpn_loc": 0.0056883374381868634, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.537382329814136, "total_loss": 0.09449769491629922}
{"data_time": 0.0034613560419529676, "eta_seconds": 121190.97402348742, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4307692307692308, "fast_rcnn/fg_cls_accuracy": 0.5692307692307692, "iteration": 16019, "loss_box_reg": 0.021028838527854532, "loss_cls": 0.056928286619950086, "loss_rpn_cls": 0.0026073540585684896, "loss_rpn_loc": 0.003966107986343559, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5409738549496979, "total_loss": 0.08358737231424129}
{"data_time": 0.0037108915857970715, "eta_seconds": 121221.37496980838, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4537037037037037, "fast_rcnn/fg_cls_accuracy": 0.5462962962962963, "iteration": 16039, "loss_box_reg": 0.021073230600450188, "loss_cls": 0.05401515471749008, "loss_rpn_cls": 0.0019527560581309444, "loss_rpn_loc": 0.00410382082554861, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5473475125618279, "total_loss": 0.08342202526500841}
{"data_time": 0.0035257800482213497, "eta_seconds": 121225.59118959121, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5317307692307692, "fast_rcnn/fg_cls_accuracy": 0.458041958041958, "iteration": 16059, "loss_box_reg": 0.021229219797533005, "loss_cls": 0.0546537758782506, "loss_rpn_cls": 0.002236918558423895, "loss_rpn_loc": 0.005886353064852301, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5442264003213495, "total_loss": 0.08585773486629478}
{"data_time": 0.003480136627331376, "eta_seconds": 121265.26182729122, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 16079, "loss_box_reg": 0.02220886095892638, "loss_cls": 0.05846394831314683, "loss_rpn_cls": 0.002595158486656146, "loss_rpn_loc": 0.005337351518392097, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5428635091520846, "total_loss": 0.0916389432663891}
{"data_time": 0.003649174701422453, "eta_seconds": 121266.55553949904, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38503774879890185, "fast_rcnn/fg_cls_accuracy": 0.6129032258064516, "iteration": 16099, "loss_box_reg": 0.022698206536006182, "loss_cls": 0.06017648917622864, "loss_rpn_cls": 0.0023707700237309837, "loss_rpn_loc": 0.004618397597369039, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408958911430091, "total_loss": 0.093205666598692}
{"data_time": 0.004411294125020504, "eta_seconds": 121193.11149417423, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5108527131782945, "fast_rcnn/fg_cls_accuracy": 0.47751937984496123, "iteration": 16119, "loss_box_reg": 0.022408812423236668, "loss_cls": 0.05727980087976903, "loss_rpn_cls": 0.0022308281742198233, "loss_rpn_loc": 0.004488698083150666, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5312650636769831, "total_loss": 0.08621102030792827}
{"data_time": 0.003666721051558852, "eta_seconds": 121145.6598960089, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.6863636363636363, "fast_rcnn/fg_cls_accuracy": 0.3031941031941032, "iteration": 16139, "loss_box_reg": 0.022984138980973512, "loss_cls": 0.05875838361680508, "loss_rpn_cls": 0.0023790002503574215, "loss_rpn_loc": 0.005836325406562537, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.54045356111601, "total_loss": 0.09124378396154498}
{"data_time": 0.003450334072113037, "eta_seconds": 121134.83660299261, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4409722222222222, "fast_rcnn/fg_cls_accuracy": 0.5486111111111112, "iteration": 16159, "loss_box_reg": 0.022632754815276712, "loss_cls": 0.05835293116979301, "loss_rpn_cls": 0.0022040874836193325, "loss_rpn_loc": 0.004865191047429107, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413459241390228, "total_loss": 0.08827046070598499}
{"data_time": 0.0037779584527015686, "eta_seconds": 121124.01330997632, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3659621802002225, "fast_rcnn/fg_cls_accuracy": 0.6033266129032258, "iteration": 16179, "loss_box_reg": 0.023763189325109124, "loss_cls": 0.05685416981577873, "loss_rpn_cls": 0.001962612843954048, "loss_rpn_loc": 0.004403387898491928, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.547670098952949, "total_loss": 0.08746010433026186}
{"data_time": 0.003745582653209567, "eta_seconds": 121126.0240468604, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5503787878787879, "fast_rcnn/fg_cls_accuracy": 0.4496212121212121, "iteration": 16199, "loss_box_reg": 0.02230757084907964, "loss_cls": 0.05637825228041038, "loss_rpn_cls": 0.0019391651224509587, "loss_rpn_loc": 0.00509986981342081, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5470062044914812, "total_loss": 0.08716050281225307}
{"data_time": 0.0038330163806676865, "eta_seconds": 121097.51540669869, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3421602787456446, "fast_rcnn/fg_cls_accuracy": 0.5642857142857143, "iteration": 16219, "loss_box_reg": 0.023438125615939498, "loss_cls": 0.056701663066633046, "loss_rpn_cls": 0.0016556234407971715, "loss_rpn_loc": 0.00495977249374846, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5392108052037656, "total_loss": 0.08786949805391941}
{"data_time": 0.0035441049840301275, "eta_seconds": 121020.99800554966, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40944473274519977, "fast_rcnn/fg_cls_accuracy": 0.579923622476814, "iteration": 16239, "loss_box_reg": 0.021601199579890817, "loss_cls": 0.0573572579305619, "loss_rpn_cls": 0.002007666396366403, "loss_rpn_loc": 0.005185615831578616, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5378952748142183, "total_loss": 0.08689420467567288}
{"data_time": 0.0037210104055702686, "eta_seconds": 121000.68573185336, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42678571428571427, "fast_rcnn/fg_cls_accuracy": 0.5732142857142857, "iteration": 16259, "loss_box_reg": 0.021162375051062554, "loss_cls": 0.05727905174717307, "loss_rpn_cls": 0.002315529822226381, "loss_rpn_loc": 0.005585504834016319, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427225700113922, "total_loss": 0.08621408568524203}
{"data_time": 0.0038407514803111553, "eta_seconds": 120992.22381220199, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.6217700258397932, "fast_rcnn/fg_cls_accuracy": 0.3782299741602067, "iteration": 16279, "loss_box_reg": 0.02291285461978987, "loss_cls": 0.059157093754038215, "loss_rpn_cls": 0.0021413814693005406, "loss_rpn_loc": 0.00536851217111689, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5391105292364955, "total_loss": 0.09192616216921579}
{"data_time": 0.003614948131144047, "eta_seconds": 120988.54704277986, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.46866925064599485, "fast_rcnn/fg_cls_accuracy": 0.5111331024245422, "iteration": 16299, "loss_box_reg": 0.022061131487134844, "loss_cls": 0.058665223652496934, "loss_rpn_cls": 0.002509038473590408, "loss_rpn_loc": 0.005737360439525219, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423895758576691, "total_loss": 0.09013107855389535}
{"data_time": 0.004151884000748396, "eta_seconds": 120970.59111365117, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4638655462184874, "fast_rcnn/fg_cls_accuracy": 0.5361344537815126, "iteration": 16319, "loss_box_reg": 0.022649416350759566, "loss_cls": 0.06261594826355577, "loss_rpn_cls": 0.0025251319498238445, "loss_rpn_loc": 0.0047342832331196405, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5315470583736897, "total_loss": 0.09373966092641695}
{"data_time": 0.0046384751331061125, "eta_seconds": 120959.77476437576, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.43585732165206503, "fast_rcnn/fg_cls_accuracy": 0.46960486322188444, "iteration": 16339, "loss_box_reg": 0.021785569726489484, "loss_cls": 0.055701997596770525, "loss_rpn_cls": 0.002896537744845773, "loss_rpn_loc": 0.004478237380681094, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5436656731180847, "total_loss": 0.08474160486230176}
{"data_time": 0.0037242560647428036, "eta_seconds": 121004.23810077645, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4444444444444444, "fast_rcnn/fg_cls_accuracy": 0.5555555555555556, "iteration": 16359, "loss_box_reg": 0.02127310703508556, "loss_cls": 0.0572258320171386, "loss_rpn_cls": 0.002004871488225035, "loss_rpn_loc": 0.005108455170557136, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5428315557073802, "total_loss": 0.08637711515848423}
{"data_time": 0.0035195169039070606, "eta_seconds": 120953.10661593825, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5080645161290323, "fast_rcnn/fg_cls_accuracy": 0.49193548387096775, "iteration": 16379, "loss_box_reg": 0.022209016722626984, "loss_cls": 0.057730308966711164, "loss_rpn_cls": 0.0021810350899613695, "loss_rpn_loc": 0.006556367879966274, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5468050714116544, "total_loss": 0.08763193526294799}
{"data_time": 0.003870686748996377, "eta_seconds": 120934.46210483019, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.6006674082313682, "fast_rcnn/fg_cls_accuracy": 0.3993325917686318, "iteration": 16399, "loss_box_reg": 0.022311353648547083, "loss_cls": 0.05659960606135428, "loss_rpn_cls": 0.0020248733255812112, "loss_rpn_loc": 0.005539663849049248, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392385895829648, "total_loss": 0.08692267773312778}
{"data_time": 0.004565930925309658, "eta_seconds": 120908.73535246169, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.41644562334217505, "fast_rcnn/fg_cls_accuracy": 0.583554376657825, "iteration": 16419, "loss_box_reg": 0.023390714079141617, "loss_cls": 0.0560489462222904, "loss_rpn_cls": 0.002191730812228343, "loss_rpn_loc": 0.0043169514974579215, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540398312965408, "total_loss": 0.08944737224544497}
{"data_time": 0.00421207002364099, "eta_seconds": 120912.82812965033, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5930555555555556, "fast_rcnn/fg_cls_accuracy": 0.40694444444444444, "iteration": 16439, "loss_box_reg": 0.022754847537726164, "loss_cls": 0.05636679660528898, "loss_rpn_cls": 0.002489983432496956, "loss_rpn_loc": 0.003827944408840267, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5447352868504822, "total_loss": 0.08719150094498218}
{"data_time": 0.004315868718549609, "eta_seconds": 120931.48297027429, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.514162077104642, "fast_rcnn/fg_cls_accuracy": 0.4574527252502781, "iteration": 16459, "loss_box_reg": 0.021460438845679164, "loss_cls": 0.057727102655917406, "loss_rpn_cls": 0.001927086334944761, "loss_rpn_loc": 0.004329302784753963, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5439610199537128, "total_loss": 0.08819143283903941}
{"data_time": 0.004274676321074367, "eta_seconds": 120953.77827320108, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.6191637630662021, "fast_rcnn/fg_cls_accuracy": 0.3808362369337979, "iteration": 16479, "loss_box_reg": 0.022831612615846097, "loss_cls": 0.056040285038761795, "loss_rpn_cls": 0.0019557907498892746, "loss_rpn_loc": 0.00490985946089495, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543309117667377, "total_loss": 0.08671868450892362}
{"data_time": 0.0034962655045092106, "eta_seconds": 120957.35045663896, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3567503924646782, "fast_rcnn/fg_cls_accuracy": 0.5941043083900227, "iteration": 16499, "loss_box_reg": 0.021656733297277242, "loss_cls": 0.057881361804902554, "loss_rpn_cls": 0.0016571106214087195, "loss_rpn_loc": 0.004439174103026744, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5422230479307473, "total_loss": 0.08657873518757242}
{"data_time": 0.0035201238933950663, "eta_seconds": 120961.56964662485, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.45346320346320346, "fast_rcnn/fg_cls_accuracy": 0.5465367965367965, "iteration": 16519, "loss_box_reg": 0.022088144323788583, "loss_cls": 0.05629180127289146, "loss_rpn_cls": 0.002628958161267292, "loss_rpn_loc": 0.00487800582050113, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.541242049774155, "total_loss": 0.08713756618226398}
{"data_time": 0.0034918044693768024, "eta_seconds": 120975.41720444709, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.5811403508771931, "fast_rcnn/fg_cls_accuracy": 0.41885964912280704, "iteration": 16539, "loss_box_reg": 0.023701122496277094, "loss_cls": 0.05598697403911501, "loss_rpn_cls": 0.001880840203284606, "loss_rpn_loc": 0.0053571599928545766, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5369511542376131, "total_loss": 0.08561862795704656}
{"data_time": 0.0036623652558773756, "eta_seconds": 120946.23407354206, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4676020408163265, "fast_rcnn/fg_cls_accuracy": 0.5323979591836734, "iteration": 16559, "loss_box_reg": 0.02156605914933607, "loss_cls": 0.0595037080347538, "loss_rpn_cls": 0.0024620953263365664, "loss_rpn_loc": 0.004292484081815928, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5403259317390621, "total_loss": 0.08635070300533698}
{"data_time": 0.0036980370059609413, "eta_seconds": 120936.69643932185, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4424342105263158, "fast_rcnn/fg_cls_accuracy": 0.5575657894736843, "iteration": 16579, "loss_box_reg": 0.021306913229636848, "loss_cls": 0.054959687404334545, "loss_rpn_cls": 0.0019818385713961106, "loss_rpn_loc": 0.003753308345039841, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403188748750836, "total_loss": 0.08389513093078449}
{"data_time": 0.0035507825668901205, "eta_seconds": 120937.58021945832, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.438468992248062, "fast_rcnn/fg_cls_accuracy": 0.561531007751938, "iteration": 16599, "loss_box_reg": 0.022433534963056445, "loss_cls": 0.05986185697838664, "loss_rpn_cls": 0.0021326274629700492, "loss_rpn_loc": 0.004536372169241076, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5407942039892077, "total_loss": 0.09083691237810854}
{"data_time": 0.0035639379639178514, "eta_seconds": 120900.9789098762, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3963963963963964, "fast_rcnn/fg_cls_accuracy": 0.536936936936937, "iteration": 16619, "loss_box_reg": 0.02219537814380601, "loss_cls": 0.058639419556129724, "loss_rpn_cls": 0.001935523136808115, "loss_rpn_loc": 0.005391292637796141, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5335954900365323, "total_loss": 0.09072807798338545}
{"data_time": 0.003675124840810895, "eta_seconds": 120890.15426687524, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4103896103896104, "fast_rcnn/fg_cls_accuracy": 0.5422619047619047, "iteration": 16639, "loss_box_reg": 0.023445036087650806, "loss_cls": 0.0557197323651053, "loss_rpn_cls": 0.002118563837484544, "loss_rpn_loc": 0.004176080918114167, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5369707634672523, "total_loss": 0.08810685486764669}
{"data_time": 0.0034329176414757967, "eta_seconds": 120823.28672621143, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4173913043478261, "fast_rcnn/fg_cls_accuracy": 0.5826086956521739, "iteration": 16659, "loss_box_reg": 0.021543690818361938, "loss_cls": 0.056342167081311345, "loss_rpn_cls": 0.0020008672368021507, "loss_rpn_loc": 0.0036602219352062093, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340094577986747, "total_loss": 0.08233545567816236}
{"data_time": 0.003969168523326516, "eta_seconds": 120794.31910362607, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5214646464646464, "fast_rcnn/fg_cls_accuracy": 0.4507575757575758, "iteration": 16679, "loss_box_reg": 0.022166842012666166, "loss_cls": 0.05997360614128411, "loss_rpn_cls": 0.00227175528857515, "loss_rpn_loc": 0.0050061017464031465, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5448297767434269, "total_loss": 0.09185916338083189}
{"data_time": 0.0035268531646579504, "eta_seconds": 120801.64747739886, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4264354066985646, "fast_rcnn/fg_cls_accuracy": 0.5735645933014355, "iteration": 16699, "loss_box_reg": 0.02243253798224032, "loss_cls": 0.06003213068470359, "loss_rpn_cls": 0.002725587045915745, "loss_rpn_loc": 0.0060793442171416245, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54484181269072, "total_loss": 0.09017043847416062}
{"data_time": 0.0036735604517161846, "eta_seconds": 120819.0178267525, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4807692307692308, "fast_rcnn/fg_cls_accuracy": 0.4642857142857143, "iteration": 16719, "loss_box_reg": 0.022858233889564872, "loss_cls": 0.05801040824735537, "loss_rpn_cls": 0.002101185394622007, "loss_rpn_loc": 0.004193001917883521, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5412466244306415, "total_loss": 0.0881253727488911}
{"data_time": 0.003749929368495941, "eta_seconds": 120808.19567727926, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5616161616161616, "fast_rcnn/fg_cls_accuracy": 0.40847953216374266, "iteration": 16739, "loss_box_reg": 0.0219234082615003, "loss_cls": 0.06013591669034213, "loss_rpn_cls": 0.0013900955186727515, "loss_rpn_loc": 0.005214217882894445, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395785789005458, "total_loss": 0.08893990006481545}
{"data_time": 0.003638595575466752, "eta_seconds": 120769.18860418, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3616298811544991, "fast_rcnn/fg_cls_accuracy": 0.5884615384615384, "iteration": 16759, "loss_box_reg": 0.022129804885480553, "loss_cls": 0.05579132377170026, "loss_rpn_cls": 0.0018045410228069159, "loss_rpn_loc": 0.005867147490789648, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5402454065624624, "total_loss": 0.08471752401646881}
{"data_time": 0.0038961165118962526, "eta_seconds": 120786.55137833278, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3737553342816501, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 16779, "loss_box_reg": 0.022976011503487825, "loss_cls": 0.053293300326913595, "loss_rpn_cls": 0.0020173544817225775, "loss_rpn_loc": 0.0058691304839157965, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5434277011081576, "total_loss": 0.08334658439048326}
{"data_time": 0.003884498495608568, "eta_seconds": 120787.06906929403, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 16799, "loss_box_reg": 0.021122457459568977, "loss_cls": 0.056485540117137134, "loss_rpn_cls": 0.0021701204564124055, "loss_rpn_loc": 0.003824100363999605, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5396956221666187, "total_loss": 0.08613864729761644}
{"data_time": 0.003533455543220043, "eta_seconds": 120718.59310976742, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5357142857142857, "fast_rcnn/fg_cls_accuracy": 0.4642857142857143, "iteration": 16819, "loss_box_reg": 0.021083208383060992, "loss_cls": 0.052479882491752505, "loss_rpn_cls": 0.0016038027206377592, "loss_rpn_loc": 0.004886992861429462, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5309917335398495, "total_loss": 0.08398832018679059}
{"data_time": 0.003648109035566449, "eta_seconds": 120707.77511064475, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3252164502164502, "fast_rcnn/fg_cls_accuracy": 0.6747835497835497, "iteration": 16839, "loss_box_reg": 0.0224011589307338, "loss_cls": 0.05642447143327445, "loss_rpn_cls": 0.002586742629091532, "loss_rpn_loc": 0.006112407128966879, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395808063913137, "total_loss": 0.08699303145385784}
{"data_time": 0.004061501706019044, "eta_seconds": 120662.07707615546, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4467787114845938, "fast_rcnn/fg_cls_accuracy": 0.5532212885154062, "iteration": 16859, "loss_box_reg": 0.023052990436553955, "loss_cls": 0.05877153715118766, "loss_rpn_cls": 0.0021251609682622075, "loss_rpn_loc": 0.004426472791237757, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385731486603618, "total_loss": 0.08748925076406522}
{"data_time": 0.003990388475358486, "eta_seconds": 120594.32794006146, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49907834101382487, "fast_rcnn/fg_cls_accuracy": 0.47619047619047616, "iteration": 16879, "loss_box_reg": 0.021469976694788784, "loss_cls": 0.05670877534430474, "loss_rpn_cls": 0.0018604003930704494, "loss_rpn_loc": 0.005019983429519925, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5399860099423677, "total_loss": 0.08700813357586412}
{"data_time": 0.0036697254981845617, "eta_seconds": 120613.69235615549, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4744245524296675, "fast_rcnn/fg_cls_accuracy": 0.5218487394957982, "iteration": 16899, "loss_box_reg": 0.020720708998851478, "loss_cls": 0.058453976875171065, "loss_rpn_cls": 0.002801526378448216, "loss_rpn_loc": 0.0040938075617305, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5445773713290691, "total_loss": 0.08750592829062498}
{"data_time": 0.0038577800150960684, "eta_seconds": 120646.17220883677, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5106100795755968, "fast_rcnn/fg_cls_accuracy": 0.4893899204244032, "iteration": 16919, "loss_box_reg": 0.021971630689222366, "loss_cls": 0.0555439074523747, "loss_rpn_cls": 0.0020854486517123405, "loss_rpn_loc": 0.004707562489784323, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54335873038508, "total_loss": 0.08535595991293121}
{"data_time": 0.0036261475179344416, "eta_seconds": 120645.94876051904, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5352564102564102, "fast_rcnn/fg_cls_accuracy": 0.4322649572649573, "iteration": 16939, "loss_box_reg": 0.02197075035655871, "loss_cls": 0.056453270837664604, "loss_rpn_cls": 0.002355744886813227, "loss_rpn_loc": 0.004807471817912301, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5462517784908414, "total_loss": 0.08553891707515504}
{"data_time": 0.0033825780265033245, "eta_seconds": 120689.1520330736, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4417344173441734, "fast_rcnn/fg_cls_accuracy": 0.5582655826558266, "iteration": 16959, "loss_box_reg": 0.02183719555614516, "loss_cls": 0.056853351183235645, "loss_rpn_cls": 0.001914324341896645, "loss_rpn_loc": 0.00536692728928756, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5467856847681105, "total_loss": 0.08575762727082292}
{"data_time": 0.004075792385265231, "eta_seconds": 120678.32988360035, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 16979, "loss_box_reg": 0.022563708189409226, "loss_cls": 0.06057962914928794, "loss_rpn_cls": 0.002300123267445997, "loss_rpn_loc": 0.004104461564566009, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535682326881215, "total_loss": 0.08992626957024186}
{"data_time": 0.0037382333539426327, "eta_seconds": 120678.83741345978, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 16999, "loss_box_reg": 0.02276640140917152, "loss_cls": 0.057016970473341644, "loss_rpn_cls": 0.0016080500713542278, "loss_rpn_loc": 0.003626361765782349, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.542293676873669, "total_loss": 0.08520635376953578}
{"data_time": 0.004036773461848497, "eta_seconds": 120656.68558465387, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4330357142857143, "fast_rcnn/fg_cls_accuracy": 0.5495426829268293, "iteration": 17019, "loss_box_reg": 0.02181832503993064, "loss_cls": 0.05612201616168022, "loss_rpn_cls": 0.0021824409031978576, "loss_rpn_loc": 0.005692143087799195, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5399907000828534, "total_loss": 0.08670069824484017}
{"data_time": 0.00396490260027349, "eta_seconds": 120645.86343518062, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5252016129032258, "fast_rcnn/fg_cls_accuracy": 0.4747983870967742, "iteration": 17039, "loss_box_reg": 0.022578738105949014, "loss_cls": 0.059263845440000296, "loss_rpn_cls": 0.0021353035094762163, "loss_rpn_loc": 0.004470304695132654, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5449218451976776, "total_loss": 0.08684999768092894}
{"data_time": 0.0042172151152044535, "eta_seconds": 120635.04128570738, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5348557692307692, "fast_rcnn/fg_cls_accuracy": 0.464375, "iteration": 17059, "loss_box_reg": 0.022201608691830188, "loss_cls": 0.05565728375222534, "loss_rpn_cls": 0.0019516537518029509, "loss_rpn_loc": 0.0061686813132837415, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5481003078166395, "total_loss": 0.08466569616120978}
{"data_time": 0.003955021034926176, "eta_seconds": 120614.67155692913, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.320198105081826, "fast_rcnn/fg_cls_accuracy": 0.679801894918174, "iteration": 17079, "loss_box_reg": 0.022532052593305707, "loss_cls": 0.0581110316561535, "loss_rpn_cls": 0.0019618118742528168, "loss_rpn_loc": 0.005624867641017772, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5424928867723793, "total_loss": 0.08819228477523211}
{"data_time": 0.003898113965988159, "eta_seconds": 120613.3969867609, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.410427807486631, "fast_rcnn/fg_cls_accuracy": 0.5628535512256443, "iteration": 17099, "loss_box_reg": 0.021760715288110077, "loss_cls": 0.05482054105959833, "loss_rpn_cls": 0.001802845061320113, "loss_rpn_loc": 0.0048024331335909665, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5469288672320545, "total_loss": 0.08508862845769727}
{"data_time": 0.004093397408723831, "eta_seconds": 120621.81031461223, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.47619047619047616, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 17119, "loss_box_reg": 0.021126195963006467, "loss_cls": 0.05927005666308105, "loss_rpn_cls": 0.0015165274421633512, "loss_rpn_loc": 0.00478861292504007, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536572320619598, "total_loss": 0.08646807271406942}
{"data_time": 0.00388498161919415, "eta_seconds": 120603.07525437581, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.53, "fast_rcnn/fg_cls_accuracy": 0.4223809523809524, "iteration": 17139, "loss_box_reg": 0.020175415906123817, "loss_cls": 0.0549538157065399, "loss_rpn_cls": 0.0024089018924087213, "loss_rpn_loc": 0.004607631388353184, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379599551670253, "total_loss": 0.0846994486555559}
{"data_time": 0.0035720644518733025, "eta_seconds": 120592.25208879239, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4562594268476622, "fast_rcnn/fg_cls_accuracy": 0.5437405731523379, "iteration": 17159, "loss_box_reg": 0.021873564808629453, "loss_cls": 0.0579343291465193, "loss_rpn_cls": 0.002086753268031316, "loss_rpn_loc": 0.00489240768365562, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5397042925469577, "total_loss": 0.08924959367504925}
{"data_time": 0.0035065554548054934, "eta_seconds": 120541.976491648, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.43289841565703635, "fast_rcnn/fg_cls_accuracy": 0.5671015843429636, "iteration": 17179, "loss_box_reg": 0.02335183252580464, "loss_cls": 0.057663141982629895, "loss_rpn_cls": 0.002147512395595186, "loss_rpn_loc": 0.005597664410743164, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369403432123363, "total_loss": 0.0912113624453923}
{"data_time": 0.0034540460910648108, "eta_seconds": 120494.74322914565, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4682306940371457, "fast_rcnn/fg_cls_accuracy": 0.502858776443682, "iteration": 17199, "loss_box_reg": 0.023686443164478987, "loss_cls": 0.05879862199071795, "loss_rpn_cls": 0.001829403821602682, "loss_rpn_loc": 0.004882872315647546, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5350498773623258, "total_loss": 0.09093058368182483}
{"data_time": 0.0035330846440047026, "eta_seconds": 120483.92687345343, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4330357142857143, "fast_rcnn/fg_cls_accuracy": 0.5669642857142857, "iteration": 17219, "loss_box_reg": 0.020983067573979497, "loss_cls": 0.05484389734920114, "loss_rpn_cls": 0.0020023760434924043, "loss_rpn_loc": 0.00509082372445846, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399261745624244, "total_loss": 0.08562248682210338}
{"data_time": 0.003781840205192566, "eta_seconds": 120548.95942645869, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.44393939393939397, "fast_rcnn/fg_cls_accuracy": 0.556060606060606, "iteration": 17239, "loss_box_reg": 0.02228063775692135, "loss_cls": 0.05562712368555367, "loss_rpn_cls": 0.0016573293163446579, "loss_rpn_loc": 0.004933162577799521, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5423623884562403, "total_loss": 0.08898729012480544}
{"data_time": 0.0035934639163315296, "eta_seconds": 120508.23786403053, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 17259, "loss_box_reg": 0.021978415024932474, "loss_cls": 0.053531470242887735, "loss_rpn_cls": 0.0017071417287297663, "loss_rpn_loc": 0.0037180874351179227, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405340176075697, "total_loss": 0.08344171228338837}
{"data_time": 0.004302745684981346, "eta_seconds": 120469.77912994614, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3405797101449275, "fast_rcnn/fg_cls_accuracy": 0.6403726708074534, "iteration": 17279, "loss_box_reg": 0.02121274045202881, "loss_cls": 0.05642748810350895, "loss_rpn_cls": 0.0019087715418208973, "loss_rpn_loc": 0.004740667285659583, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5369349189568311, "total_loss": 0.08486572017301341}
{"data_time": 0.003951693885028362, "eta_seconds": 120443.59464481636, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5092592592592593, "fast_rcnn/fg_cls_accuracy": 0.4907407407407407, "iteration": 17299, "loss_box_reg": 0.020811652939300984, "loss_cls": 0.05862454860471189, "loss_rpn_cls": 0.002293680506227247, "loss_rpn_loc": 0.0042768994680955075, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376216170843691, "total_loss": 0.0869148023548405}
{"data_time": 0.003393035614863038, "eta_seconds": 120475.77642104588, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5669642857142857, "fast_rcnn/fg_cls_accuracy": 0.4330357142857143, "iteration": 17319, "loss_box_reg": 0.021694899071007967, "loss_cls": 0.05858677765354514, "loss_rpn_cls": 0.0024217674178999005, "loss_rpn_loc": 0.0053416714872582816, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5451681669801474, "total_loss": 0.08957316926034764}
{"data_time": 0.004153168760240078, "eta_seconds": 120421.96140659205, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.3894230769230769, "fast_rcnn/fg_cls_accuracy": 0.6105769230769231, "iteration": 17339, "loss_box_reg": 0.02076887502335012, "loss_cls": 0.05895041360054165, "loss_rpn_cls": 0.002120104093705777, "loss_rpn_loc": 0.0041596977825975046, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5388028190936893, "total_loss": 0.0873566095865499}
{"data_time": 0.003847758984193206, "eta_seconds": 120277.26965704048, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5238095238095238, "fast_rcnn/fg_cls_accuracy": 0.47619047619047616, "iteration": 17359, "loss_box_reg": 0.021589926327578723, "loss_cls": 0.058194720768369734, "loss_rpn_cls": 0.0021400659425125923, "loss_rpn_loc": 0.0049614152740105055, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.531506157014519, "total_loss": 0.08887850173687184}
{"data_time": 0.0034720071125775576, "eta_seconds": 120241.82143141958, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33897058823529413, "fast_rcnn/fg_cls_accuracy": 0.6184012066365008, "iteration": 17379, "loss_box_reg": 0.022045084973797202, "loss_cls": 0.055941674567293376, "loss_rpn_cls": 0.0025624003318398536, "loss_rpn_loc": 0.005586597108049318, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5394827765412629, "total_loss": 0.0891532375043198}
{"data_time": 0.00344808935187757, "eta_seconds": 120231.01905235997, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4198966408268734, "fast_rcnn/fg_cls_accuracy": 0.5505050505050505, "iteration": 17399, "loss_box_reg": 0.021899129962548614, "loss_cls": 0.057452547654975206, "loss_rpn_cls": 0.0015922593623827197, "loss_rpn_loc": 0.005773443313955795, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.535975293489173, "total_loss": 0.0916583102371078}
{"data_time": 0.0037252861075103283, "eta_seconds": 120262.36813509883, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5039424860853432, "fast_rcnn/fg_cls_accuracy": 0.4580981328701693, "iteration": 17419, "loss_box_reg": 0.022519791091326624, "loss_cls": 0.05728152161464095, "loss_rpn_cls": 0.0017265729738937807, "loss_rpn_loc": 0.005318101328157354, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5488761034794152, "total_loss": 0.08781234372327162}
{"data_time": 0.003621786367148161, "eta_seconds": 120237.51875476842, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38159013605442177, "fast_rcnn/fg_cls_accuracy": 0.6184098639455782, "iteration": 17439, "loss_box_reg": 0.021892550052143633, "loss_cls": 0.05748912977287546, "loss_rpn_cls": 0.0026518976328588906, "loss_rpn_loc": 0.004070690891239792, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387114370241761, "total_loss": 0.08512392942066072}
{"data_time": 0.0034381034784018993, "eta_seconds": 120198.61191518116, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5486425339366516, "fast_rcnn/fg_cls_accuracy": 0.4513574660633484, "iteration": 17459, "loss_box_reg": 0.021418332471512258, "loss_cls": 0.05750773218460381, "loss_rpn_cls": 0.0018144576984013838, "loss_rpn_loc": 0.0034501663976698183, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395831617061049, "total_loss": 0.0863144845543502}
{"data_time": 0.003536674426868558, "eta_seconds": 120159.27057313663, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.48102815177478575, "fast_rcnn/fg_cls_accuracy": 0.49265605875152996, "iteration": 17479, "loss_box_reg": 0.023469674109946936, "loss_cls": 0.056960587622597814, "loss_rpn_cls": 0.002589469081385687, "loss_rpn_loc": 0.006092819363402668, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53457115101628, "total_loss": 0.0889554534214767}
{"data_time": 0.0034005159977823496, "eta_seconds": 120136.03749507945, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4252717391304348, "fast_rcnn/fg_cls_accuracy": 0.5669129720853858, "iteration": 17499, "loss_box_reg": 0.021463317389134318, "loss_cls": 0.05934996041469276, "loss_rpn_cls": 0.002224953360610016, "loss_rpn_loc": 0.004597018989443313, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.539596694521606, "total_loss": 0.08825143960825699}
{"data_time": 0.0037214041221886873, "eta_seconds": 120137.67094513332, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.30853658536585366, "fast_rcnn/fg_cls_accuracy": 0.6789473684210526, "iteration": 17519, "loss_box_reg": 0.022693575941957533, "loss_cls": 0.05534067621920258, "loss_rpn_cls": 0.002165243552553875, "loss_rpn_loc": 0.004864554401137866, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5460757776163518, "total_loss": 0.08914710420640404}
{"data_time": 0.0035688569769263268, "eta_seconds": 120129.43061751593, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5058139534883721, "fast_rcnn/fg_cls_accuracy": 0.4941860465116279, "iteration": 17539, "loss_box_reg": 0.022398859728127718, "loss_cls": 0.05742062674835324, "loss_rpn_cls": 0.002157908923550167, "loss_rpn_loc": 0.005251379021501634, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383171706926078, "total_loss": 0.08692157296752612}
{"data_time": 0.0034050322137773037, "eta_seconds": 120089.4592987101, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4525581395348837, "fast_rcnn/fg_cls_accuracy": 0.5123398196487897, "iteration": 17559, "loss_box_reg": 0.020816439820919186, "loss_cls": 0.05428829649463296, "loss_rpn_cls": 0.0020628542397389538, "loss_rpn_loc": 0.004139828335610218, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.534595447126776, "total_loss": 0.08168208454719661}
{"data_time": 0.0031843979377299547, "eta_seconds": 120072.30675098137, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5833333333333334, "fast_rcnn/fg_cls_accuracy": 0.4166666666666667, "iteration": 17579, "loss_box_reg": 0.022733217803761363, "loss_cls": 0.05808231548871845, "loss_rpn_cls": 0.001928695484139098, "loss_rpn_loc": 0.004428401080076583, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5345034603960812, "total_loss": 0.08802137562952339}
{"data_time": 0.0034085027873516083, "eta_seconds": 120063.38279592199, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.474375, "fast_rcnn/fg_cls_accuracy": 0.525625, "iteration": 17599, "loss_box_reg": 0.023012643971014768, "loss_cls": 0.058547770138829947, "loss_rpn_cls": 0.0021158209965506103, "loss_rpn_loc": 0.004525916250713635, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5431298015173525, "total_loss": 0.08893419568607897}
{"data_time": 0.003510982496663928, "eta_seconds": 120071.24531661998, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5229974160206718, "fast_rcnn/fg_cls_accuracy": 0.47700258397932815, "iteration": 17619, "loss_box_reg": 0.021925195993389934, "loss_cls": 0.056151246069930494, "loss_rpn_cls": 0.001888572850930359, "loss_rpn_loc": 0.004668401088565588, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408458870369941, "total_loss": 0.08519250704739534}
{"data_time": 0.003620919305831194, "eta_seconds": 120046.26961360755, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4230769230769231, "fast_rcnn/fg_cls_accuracy": 0.5715249662618084, "iteration": 17639, "loss_box_reg": 0.022152124263811857, "loss_cls": 0.057645480264909565, "loss_rpn_cls": 0.002091024982746603, "loss_rpn_loc": 0.0057390487781958655, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5326733344700187, "total_loss": 0.0872224337596208}
{"data_time": 0.003734444733709097, "eta_seconds": 120035.47219233192, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 17659, "loss_box_reg": 0.02127798809669912, "loss_cls": 0.05762200872413814, "loss_rpn_cls": 0.0018899926319591032, "loss_rpn_loc": 0.004581602843245491, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334007074125111, "total_loss": 0.09198082786474515}
{"data_time": 0.003420555731281638, "eta_seconds": 120024.67477105628, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.301994301994302, "fast_rcnn/fg_cls_accuracy": 0.698005698005698, "iteration": 17679, "loss_box_reg": 0.02096800960134715, "loss_cls": 0.05346025968901813, "loss_rpn_cls": 0.0014500758716167184, "loss_rpn_loc": 0.0053745284749311395, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5432319915853441, "total_loss": 0.08194886845376459}
{"data_time": 0.00341566139832139, "eta_seconds": 120001.30894040572, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5219534050179211, "fast_rcnn/fg_cls_accuracy": 0.47804659498207885, "iteration": 17699, "loss_box_reg": 0.02065833396045491, "loss_cls": 0.05931607505772263, "loss_rpn_cls": 0.002234369533539393, "loss_rpn_loc": 0.004207335812679958, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5316862850449979, "total_loss": 0.08824930362129635}
{"data_time": 0.0035734192933887243, "eta_seconds": 119972.63046011585, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4111111111111111, "fast_rcnn/fg_cls_accuracy": 0.5888888888888888, "iteration": 17719, "loss_box_reg": 0.021482569456566125, "loss_cls": 0.05728874891065061, "loss_rpn_cls": 0.002029614818297887, "loss_rpn_loc": 0.0049089370550063904, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5341116171330214, "total_loss": 0.08650874889349325}
{"data_time": 0.003448721719905734, "eta_seconds": 119948.38311564457, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.6085858585858586, "fast_rcnn/fg_cls_accuracy": 0.37444444444444447, "iteration": 17739, "loss_box_reg": 0.021948263922240585, "loss_cls": 0.05563656776212156, "loss_rpn_cls": 0.0029969048141538224, "loss_rpn_loc": 0.006044986894266913, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5393247390165925, "total_loss": 0.08855671665173759}
{"data_time": 0.0033936970867216587, "eta_seconds": 119958.59947008127, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4152027027027027, "fast_rcnn/fg_cls_accuracy": 0.5847972972972972, "iteration": 17759, "loss_box_reg": 0.021598097984679043, "loss_cls": 0.05723590514389798, "loss_rpn_cls": 0.0019732154382836598, "loss_rpn_loc": 0.0038450589090643916, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410305599216372, "total_loss": 0.08720582177829783}
{"data_time": 0.003267602063715458, "eta_seconds": 119926.79617360514, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5099046221570066, "fast_rcnn/fg_cls_accuracy": 0.4109396914446003, "iteration": 17779, "loss_box_reg": 0.02132801350671798, "loss_cls": 0.058442482724785805, "loss_rpn_cls": 0.002433591427234205, "loss_rpn_loc": 0.005209558094065869, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373123784083873, "total_loss": 0.08624129213603737}
{"data_time": 0.003362822812050581, "eta_seconds": 119929.45173392328, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5254329004329004, "fast_rcnn/fg_cls_accuracy": 0.4745670995670996, "iteration": 17799, "loss_box_reg": 0.02206037804717198, "loss_cls": 0.0581006002612412, "loss_rpn_cls": 0.00207265369704146, "loss_rpn_loc": 0.004200342202238971, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5452677991706878, "total_loss": 0.0863317917871882}
{"data_time": 0.0033087758347392082, "eta_seconds": 119926.21338484855, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4349881796690307, "fast_rcnn/fg_cls_accuracy": 0.5650118203309693, "iteration": 17819, "loss_box_reg": 0.020264000515453517, "loss_cls": 0.056332656648010015, "loss_rpn_cls": 0.0023598660256993753, "loss_rpn_loc": 0.004192689069896005, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5390471068676561, "total_loss": 0.08482165048644674}
{"data_time": 0.0034715458750724792, "eta_seconds": 119915.41802310431, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5380333951762524, "fast_rcnn/fg_cls_accuracy": 0.41522988505747127, "iteration": 17839, "loss_box_reg": 0.02129091991810128, "loss_cls": 0.052696576807647943, "loss_rpn_cls": 0.0020161260268878323, "loss_rpn_loc": 0.004836498745135032, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5365065494552255, "total_loss": 0.08036015697643961}
{"data_time": 0.0036258790642023087, "eta_seconds": 119904.62266136007, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4849690539345712, "fast_rcnn/fg_cls_accuracy": 0.49965349965349964, "iteration": 17859, "loss_box_reg": 0.02273964206688106, "loss_cls": 0.0576808035839349, "loss_rpn_cls": 0.001678514239301876, "loss_rpn_loc": 0.004729175328975543, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404116928111762, "total_loss": 0.08834375187507248}
{"data_time": 0.003494810778647661, "eta_seconds": 119898.29700807785, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.555984555984556, "fast_rcnn/fg_cls_accuracy": 0.444015444015444, "iteration": 17879, "loss_box_reg": 0.020398594380822033, "loss_cls": 0.05546086956746876, "loss_rpn_cls": 0.002168582821923337, "loss_rpn_loc": 0.004509997655986808, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432801365386695, "total_loss": 0.0865227840024545}
{"data_time": 0.0033898272085934877, "eta_seconds": 119875.47832618258, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39055023923444976, "fast_rcnn/fg_cls_accuracy": 0.6094497607655502, "iteration": 17899, "loss_box_reg": 0.02159843739354983, "loss_cls": 0.05769861815497279, "loss_rpn_cls": 0.0017179133651552547, "loss_rpn_loc": 0.005210664567130152, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380063198972493, "total_loss": 0.08933278767131014}
{"data_time": 0.0033381881657987833, "eta_seconds": 119851.24187646713, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3220779220779221, "fast_rcnn/fg_cls_accuracy": 0.6779220779220779, "iteration": 17919, "loss_box_reg": 0.022056825691834092, "loss_cls": 0.05876296339556575, "loss_rpn_cls": 0.0020305667862885457, "loss_rpn_loc": 0.004432770707353484, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392331096809357, "total_loss": 0.08931372541383098}
{"data_time": 0.0036574595142155886, "eta_seconds": 119814.95617726282, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3923444976076555, "fast_rcnn/fg_cls_accuracy": 0.6076555023923444, "iteration": 17939, "loss_box_reg": 0.022126430878415704, "loss_cls": 0.05510375293670222, "loss_rpn_cls": 0.001618053182028234, "loss_rpn_loc": 0.00442967106209835, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5396767111960799, "total_loss": 0.08389163768072194}
{"data_time": 0.0032453543972223997, "eta_seconds": 119731.53688014066, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.43223443223443225, "fast_rcnn/fg_cls_accuracy": 0.5092879256965944, "iteration": 17959, "loss_box_reg": 0.0230870129307732, "loss_cls": 0.05836602905765176, "loss_rpn_cls": 0.002058719185697555, "loss_rpn_loc": 0.004635054396203486, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395761022809893, "total_loss": 0.08838891019058792}
{"data_time": 0.00368736800737679, "eta_seconds": 119720.75224695308, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3521551724137931, "fast_rcnn/fg_cls_accuracy": 0.6076421248835042, "iteration": 17979, "loss_box_reg": 0.021966959990095347, "loss_cls": 0.054990474600344896, "loss_rpn_cls": 0.002113607082492308, "loss_rpn_loc": 0.004734587757411646, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538920056540519, "total_loss": 0.08821019156721377}
{"data_time": 0.0032828489784151316, "eta_seconds": 119709.9676137655, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4903846153846154, "fast_rcnn/fg_cls_accuracy": 0.485178727114211, "iteration": 17999, "loss_box_reg": 0.021473150874953717, "loss_cls": 0.058723248075693846, "loss_rpn_cls": 0.0020214894166201702, "loss_rpn_loc": 0.0040347760514123365, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5402752629015595, "total_loss": 0.08395395931836447}
{"data_time": 0.0034011739771813154, "eta_seconds": 119648.20205863682, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.6347222222222222, "fast_rcnn/fg_cls_accuracy": 0.3501915708812261, "iteration": 18019, "loss_box_reg": 0.020697211963124573, "loss_cls": 0.05658619571477175, "loss_rpn_cls": 0.002589038129713117, "loss_rpn_loc": 0.004561618632578757, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.531832626555115, "total_loss": 0.08739616553293672}
{"data_time": 0.0035219669807702303, "eta_seconds": 119626.15298069268, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 18039, "loss_box_reg": 0.020635770866647363, "loss_cls": 0.055241107824258506, "loss_rpn_cls": 0.0020313420777711144, "loss_rpn_loc": 0.004673568793805316, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53751325677149, "total_loss": 0.08533218343598037}
{"data_time": 0.0033476019743829966, "eta_seconds": 119607.24780492298, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 18059, "loss_box_reg": 0.020939731795806438, "loss_cls": 0.05643577466253191, "loss_rpn_cls": 0.0021688700539925776, "loss_rpn_loc": 0.005022005283535691, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5382953020744026, "total_loss": 0.08469022203553322}
{"data_time": 0.003343636402860284, "eta_seconds": 119579.87827271502, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.65, "iteration": 18079, "loss_box_reg": 0.0209786084596999, "loss_cls": 0.05694735632278025, "loss_rpn_cls": 0.0021606963750855357, "loss_rpn_loc": 0.0043748323078034446, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334968154784292, "total_loss": 0.08754608649201145}
{"data_time": 0.003488828195258975, "eta_seconds": 119522.23707429506, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.508891928864569, "fast_rcnn/fg_cls_accuracy": 0.4911080711354309, "iteration": 18099, "loss_box_reg": 0.021721673081628978, "loss_cls": 0.05733384913764894, "loss_rpn_cls": 0.002683738609221109, "loss_rpn_loc": 0.004921253210341092, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5344074794556946, "total_loss": 0.08662774855793032}
{"data_time": 0.0034436851274222136, "eta_seconds": 119568.75895113428, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45714285714285713, "fast_rcnn/fg_cls_accuracy": 0.5428571428571428, "iteration": 18119, "loss_box_reg": 0.020282378129195422, "loss_cls": 0.056948059471324086, "loss_rpn_cls": 0.001739599310894846, "loss_rpn_loc": 0.0034177303532487713, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438969188835472, "total_loss": 0.0845413532408088}
{"data_time": 0.0036841630935668945, "eta_seconds": 119564.13463599794, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37348484848484853, "fast_rcnn/fg_cls_accuracy": 0.6265151515151515, "iteration": 18139, "loss_box_reg": 0.020940407819580287, "loss_cls": 0.054622726631350815, "loss_rpn_cls": 0.001948664995325089, "loss_rpn_loc": 0.004693280417995993, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5386746530421078, "total_loss": 0.08581502886238468}
{"data_time": 0.0036015554796904325, "eta_seconds": 119561.47883362323, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36377789309807995, "fast_rcnn/fg_cls_accuracy": 0.6328626444159178, "iteration": 18159, "loss_box_reg": 0.020587112056091428, "loss_cls": 0.058084669755771756, "loss_rpn_cls": 0.0015762108552053178, "loss_rpn_loc": 0.003142194891552208, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394172561354935, "total_loss": 0.085674090056159}
{"data_time": 0.0035126085858792067, "eta_seconds": 119550.69980911165, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.34888438133874244, "fast_rcnn/fg_cls_accuracy": 0.6511156186612577, "iteration": 18179, "loss_box_reg": 0.02203955315053463, "loss_cls": 0.054547652252949774, "loss_rpn_cls": 0.0018165425817642245, "loss_rpn_loc": 0.004783950753335375, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5416557544376701, "total_loss": 0.08444971176595573}
{"data_time": 0.003381178015843034, "eta_seconds": 119563.14711525198, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.36879432624113473, "fast_rcnn/fg_cls_accuracy": 0.597872340425532, "iteration": 18199, "loss_box_reg": 0.022529568406753242, "loss_cls": 0.05868848250247538, "loss_rpn_cls": 0.0015683039957821165, "loss_rpn_loc": 0.0051011636314797215, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5411029164679348, "total_loss": 0.08693805948360023}
{"data_time": 0.0037254905328154564, "eta_seconds": 119547.31833600719, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4016100178890877, "fast_rcnn/fg_cls_accuracy": 0.5785764622973926, "iteration": 18219, "loss_box_reg": 0.020572233363054693, "loss_cls": 0.057498155161738396, "loss_rpn_cls": 0.0017066839154722402, "loss_rpn_loc": 0.005081899282231461, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5392700205557048, "total_loss": 0.08590551043926098}
{"data_time": 0.003213662188500166, "eta_seconds": 119510.24317484163, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.44727272727272727, "fast_rcnn/fg_cls_accuracy": 0.5527272727272727, "iteration": 18239, "loss_box_reg": 0.022564942366443574, "loss_cls": 0.05999385681934655, "loss_rpn_cls": 0.0019613346239566454, "loss_rpn_loc": 0.005009227395930793, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397214896511286, "total_loss": 0.09013220937993083}
{"data_time": 0.0033802941907197237, "eta_seconds": 119456.63550175657, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3675438596491228, "fast_rcnn/fg_cls_accuracy": 0.6234817813765182, "iteration": 18259, "loss_box_reg": 0.02138592058327049, "loss_cls": 0.05761904933024198, "loss_rpn_cls": 0.002504136216657571, "loss_rpn_loc": 0.0055395254894392565, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5342866030987352, "total_loss": 0.09130378663985539}
{"data_time": 0.0033119465224444866, "eta_seconds": 119445.86107253493, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4434889434889435, "fast_rcnn/fg_cls_accuracy": 0.543560606060606, "iteration": 18279, "loss_box_reg": 0.019997099821921438, "loss_cls": 0.053850734140723944, "loss_rpn_cls": 0.0015627192542524426, "loss_rpn_loc": 0.0036965883846278302, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.534119522664696, "total_loss": 0.08212583412569074}
{"data_time": 0.0036442044656723738, "eta_seconds": 119411.02562996745, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4897297297297297, "fast_rcnn/fg_cls_accuracy": 0.5102702702702703, "iteration": 18299, "loss_box_reg": 0.022793352021835744, "loss_cls": 0.056809518951922655, "loss_rpn_cls": 0.0018163605342920164, "loss_rpn_loc": 0.00544550470658578, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5344115970656276, "total_loss": 0.08912422558569233}
{"data_time": 0.00357564864680171, "eta_seconds": 119350.45306516578, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.44107142857142856, "fast_rcnn/fg_cls_accuracy": 0.5571428571428572, "iteration": 18319, "loss_box_reg": 0.021110954461619258, "loss_cls": 0.05511803494300693, "loss_rpn_cls": 0.002011070734624809, "loss_rpn_loc": 0.005235843240370741, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345603025052696, "total_loss": 0.08455539624719677}
{"data_time": 0.0035901630762964487, "eta_seconds": 119307.75802780828, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.46190476190476193, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 18339, "loss_box_reg": 0.020990937657188624, "loss_cls": 0.057448319741524756, "loss_rpn_cls": 0.0017531712499021523, "loss_rpn_loc": 0.004407211788929999, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5361145404167473, "total_loss": 0.08660127934365391}
{"data_time": 0.0037165647372603416, "eta_seconds": 119296.99314286886, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39, "fast_rcnn/fg_cls_accuracy": 0.61, "iteration": 18359, "loss_box_reg": 0.022195141995325685, "loss_cls": 0.059348620008677244, "loss_rpn_cls": 0.0020843275015067775, "loss_rpn_loc": 0.0045377635542536154, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5346496866550297, "total_loss": 0.09008031254552407}
{"data_time": 0.003651608480140567, "eta_seconds": 119263.43440321693, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.48684210526315785, "iteration": 18379, "loss_box_reg": 0.019812887418083847, "loss_cls": 0.058637595269829035, "loss_rpn_cls": 0.0022376540089226182, "loss_rpn_loc": 0.0038539502274943516, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5338393279816955, "total_loss": 0.08758338690313394}
{"data_time": 0.003650438040494919, "eta_seconds": 119275.46337299002, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3783783783783784, "fast_rcnn/fg_cls_accuracy": 0.5941722972972974, "iteration": 18399, "loss_box_reg": 0.021820500609464943, "loss_cls": 0.05400021281093359, "loss_rpn_cls": 0.0018779784693379042, "loss_rpn_loc": 0.004167842878814554, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5418919329531491, "total_loss": 0.08559379072266893}
{"data_time": 0.003549055429175496, "eta_seconds": 119174.43132467661, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5316339066339066, "fast_rcnn/fg_cls_accuracy": 0.46836609336609336, "iteration": 18419, "loss_box_reg": 0.02114246564451605, "loss_cls": 0.05572477669920772, "loss_rpn_cls": 0.0012554034367440181, "loss_rpn_loc": 0.004226272514642915, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.531814890448004, "total_loss": 0.08362131752971891}
{"data_time": 0.0036896965466439724, "eta_seconds": 119163.67458729167, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4037037037037037, "fast_rcnn/fg_cls_accuracy": 0.5637381567614126, "iteration": 18439, "loss_box_reg": 0.021414429880678654, "loss_cls": 0.055264453461859375, "loss_rpn_cls": 0.0019150244224874768, "loss_rpn_loc": 0.005110137892188504, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5383453259710222, "total_loss": 0.08450090403994182}
{"data_time": 0.0037426284980028868, "eta_seconds": 119126.18737071427, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 18459, "loss_box_reg": 0.02198416757164523, "loss_cls": 0.05606749514117837, "loss_rpn_cls": 0.0018907017280866967, "loss_rpn_loc": 0.005364143056795001, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368252249900252, "total_loss": 0.08340215803485762}
{"data_time": 0.0035113533958792686, "eta_seconds": 119139.4860777955, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4349881796690307, "fast_rcnn/fg_cls_accuracy": 0.5522875816993464, "iteration": 18479, "loss_box_reg": 0.02132156037259847, "loss_cls": 0.056618107948452234, "loss_rpn_cls": 0.0025488603068879456, "loss_rpn_loc": 0.006296205778198782, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5359818555880338, "total_loss": 0.08750369395113466}
{"data_time": 0.003668356453999877, "eta_seconds": 119070.99881325453, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.40192307692307694, "fast_rcnn/fg_cls_accuracy": 0.5980769230769231, "iteration": 18499, "loss_box_reg": 0.02254363353131339, "loss_cls": 0.057786680525168777, "loss_rpn_cls": 0.0018298482616501133, "loss_rpn_loc": 0.006434380691644037, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5303889301139861, "total_loss": 0.08948371726683035}
{"data_time": 0.0033795551862567663, "eta_seconds": 119035.92677153042, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4766304347826087, "fast_rcnn/fg_cls_accuracy": 0.5233695652173913, "iteration": 18519, "loss_box_reg": 0.020281511184293777, "loss_cls": 0.056942216120660305, "loss_rpn_cls": 0.0019477442774586962, "loss_rpn_loc": 0.006376915720466059, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5386698639485985, "total_loss": 0.08724333723512245}
{"data_time": 0.0034608342684805393, "eta_seconds": 119016.67088767863, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4137700534759358, "fast_rcnn/fg_cls_accuracy": 0.5862299465240641, "iteration": 18539, "loss_box_reg": 0.020195662160404027, "loss_cls": 0.060000877594575286, "loss_rpn_cls": 0.0016059463398505613, "loss_rpn_loc": 0.0030541111445927527, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.53562640119344, "total_loss": 0.08603171432764611}
{"data_time": 0.0033645047806203365, "eta_seconds": 119119.42702637869, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5582655826558266, "fast_rcnn/fg_cls_accuracy": 0.4305555555555556, "iteration": 18559, "loss_box_reg": 0.023262757807970047, "loss_cls": 0.06042492436245084, "loss_rpn_cls": 0.002204728787774002, "loss_rpn_loc": 0.0035292126522108447, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5388462969567627, "total_loss": 0.08832663423459053}
{"data_time": 0.003423842368647456, "eta_seconds": 119155.80612394447, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3114224137931034, "fast_rcnn/fg_cls_accuracy": 0.6394230769230769, "iteration": 18579, "loss_box_reg": 0.01964594190940261, "loss_cls": 0.055456253699958324, "loss_rpn_cls": 0.001868684508053775, "loss_rpn_loc": 0.004412329755723476, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5380024588666856, "total_loss": 0.08412995956223313}
{"data_time": 0.003504533087834716, "eta_seconds": 119097.90988600696, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3979166666666667, "fast_rcnn/fg_cls_accuracy": 0.5738095238095238, "iteration": 18599, "loss_box_reg": 0.020295471127610654, "loss_cls": 0.05668263719417155, "loss_rpn_cls": 0.0016606531626166543, "loss_rpn_loc": 0.003643137217295589, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5417216964997351, "total_loss": 0.08416817237412033}
{"data_time": 0.0033327729906886816, "eta_seconds": 119079.80300852843, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5453296703296704, "fast_rcnn/fg_cls_accuracy": 0.45467032967032966, "iteration": 18619, "loss_box_reg": 0.020790205511730164, "loss_cls": 0.056513664312660694, "loss_rpn_cls": 0.0020532967469080177, "loss_rpn_loc": 0.004320446270867251, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357563700526953, "total_loss": 0.08652871182960098}
{"data_time": 0.003270076122134924, "eta_seconds": 119094.92216821597, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42842741935483875, "fast_rcnn/fg_cls_accuracy": 0.5554435483870968, "iteration": 18639, "loss_box_reg": 0.020457003789488226, "loss_cls": 0.05614904034882784, "loss_rpn_cls": 0.001808783010346815, "loss_rpn_loc": 0.005372838422772475, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5366051723249257, "total_loss": 0.083627851213123}
{"data_time": 0.0033492594957351685, "eta_seconds": 119112.75481223548, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4412202380952381, "fast_rcnn/fg_cls_accuracy": 0.5364583333333334, "iteration": 18659, "loss_box_reg": 0.021621085179504007, "loss_cls": 0.06044437503442168, "loss_rpn_cls": 0.0017184485486723133, "loss_rpn_loc": 0.004692957685620058, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5363536288496107, "total_loss": 0.0866818853710356}
{"data_time": 0.0033711662981659174, "eta_seconds": 119073.40167957195, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4468421052631579, "fast_rcnn/fg_cls_accuracy": 0.5531578947368421, "iteration": 18679, "loss_box_reg": 0.02052909752819687, "loss_cls": 0.0551318438956514, "loss_rpn_cls": 0.001486771074041826, "loss_rpn_loc": 0.006367898684402462, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375947444699705, "total_loss": 0.0849000124808299}
{"data_time": 0.0035754216369241476, "eta_seconds": 119036.77138322778, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.5419407894736843, "fast_rcnn/fg_cls_accuracy": 0.4446144430844553, "iteration": 18699, "loss_box_reg": 0.021951070753857493, "loss_cls": 0.0586683105211705, "loss_rpn_cls": 0.0019155399222654523, "loss_rpn_loc": 0.005279489792883396, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5320572622586042, "total_loss": 0.08980943535880215}
{"data_time": 0.0035037631168961525, "eta_seconds": 119103.22521395935, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.417561761546724, "fast_rcnn/fg_cls_accuracy": 0.582438238453276, "iteration": 18719, "loss_box_reg": 0.02018205908825621, "loss_cls": 0.0546941077336669, "loss_rpn_cls": 0.0015624946240677673, "loss_rpn_loc": 0.005026501603424549, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5441980035975575, "total_loss": 0.08393218704622996}
{"data_time": 0.003783037420362234, "eta_seconds": 119041.12094660592, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.40219484020023105, "fast_rcnn/fg_cls_accuracy": 0.5978051597997689, "iteration": 18739, "loss_box_reg": 0.019833136117085814, "loss_cls": 0.05567209864966571, "loss_rpn_cls": 0.0019649811180215693, "loss_rpn_loc": 0.0043866313571925275, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5281784294638783, "total_loss": 0.08090434808491409}
{"data_time": 0.0033137109130620956, "eta_seconds": 119011.84132452006, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.28194444444444444, "fast_rcnn/fg_cls_accuracy": 0.6976608187134503, "iteration": 18759, "loss_box_reg": 0.021225327451247722, "loss_cls": 0.05719792819581926, "loss_rpn_cls": 0.0020637413176700647, "loss_rpn_loc": 0.004986935222405009, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5404637313913554, "total_loss": 0.08524289626188875}
{"data_time": 0.0034687030129134655, "eta_seconds": 118993.73975792713, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3626692456479691, "fast_rcnn/fg_cls_accuracy": 0.637330754352031, "iteration": 18779, "loss_box_reg": 0.021799824142362922, "loss_cls": 0.05567740346305072, "loss_rpn_cls": 0.0025559724521144744, "loss_rpn_loc": 0.006740002128935885, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5359711535274982, "total_loss": 0.08739272314960544}
{"data_time": 0.0035692204255610704, "eta_seconds": 118953.31298362557, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 18799, "loss_box_reg": 0.020766443922184408, "loss_cls": 0.054103262489661574, "loss_rpn_cls": 0.0014805607704602153, "loss_rpn_loc": 0.003887257662427146, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5372532638721168, "total_loss": 0.08171007758045334}
{"data_time": 0.0035553649067878723, "eta_seconds": 118972.22394527681, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4434889434889435, "fast_rcnn/fg_cls_accuracy": 0.5565110565110565, "iteration": 18819, "loss_box_reg": 0.022296713665127754, "loss_cls": 0.05886751145590097, "loss_rpn_cls": 0.0015502997926546414, "loss_rpn_loc": 0.004216060857288539, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5424524084664881, "total_loss": 0.08943441333212832}
{"data_time": 0.003667371580377221, "eta_seconds": 118912.58187675313, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4318181818181818, "fast_rcnn/fg_cls_accuracy": 0.5681818181818181, "iteration": 18839, "loss_box_reg": 0.021059721242636442, "loss_cls": 0.05855502875056118, "loss_rpn_cls": 0.0025862005758199302, "loss_rpn_loc": 0.004808691905054729, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5368314166553319, "total_loss": 0.08818380150580651}
{"data_time": 0.003638542490079999, "eta_seconds": 118901.82839111355, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6281818181818182, "iteration": 18859, "loss_box_reg": 0.020878540526609868, "loss_cls": 0.0543462474597618, "loss_rpn_cls": 0.00248119740808761, "loss_rpn_loc": 0.005153056081326213, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5361958555877209, "total_loss": 0.08308359077091154}
{"data_time": 0.0031862854957580566, "eta_seconds": 118891.07490547397, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41798941798941797, "fast_rcnn/fg_cls_accuracy": 0.582010582010582, "iteration": 18879, "loss_box_reg": 0.02095784025732428, "loss_cls": 0.05484930076636374, "loss_rpn_cls": 0.002514370971766766, "loss_rpn_loc": 0.004827740071050357, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5440354782622308, "total_loss": 0.08547860106909866}
{"data_time": 0.0034190290607511997, "eta_seconds": 118936.53133321903, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3954326923076923, "fast_rcnn/fg_cls_accuracy": 0.6045673076923077, "iteration": 18899, "loss_box_reg": 0.020983358612284064, "loss_cls": 0.05469385371543467, "loss_rpn_cls": 0.0018082793137637054, "loss_rpn_loc": 0.00466454190609511, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5450842683203518, "total_loss": 0.08209258259000762}
{"data_time": 0.0035851874854415655, "eta_seconds": 118919.16643154179, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.4982057416267942, "fast_rcnn/fg_cls_accuracy": 0.45140232108317213, "iteration": 18919, "loss_box_reg": 0.021402122627478093, "loss_cls": 0.0588401542045176, "loss_rpn_cls": 0.002075385994203316, "loss_rpn_loc": 0.00477723096992122, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5343654048629105, "total_loss": 0.08785980047832709}
{"data_time": 0.003422749927267432, "eta_seconds": 118903.10223401967, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5515873015873016, "fast_rcnn/fg_cls_accuracy": 0.4145299145299145, "iteration": 18939, "loss_box_reg": 0.019959085388109088, "loss_cls": 0.056087333243340254, "loss_rpn_cls": 0.0014304659640629325, "loss_rpn_loc": 0.0038177733586053364, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346480964217335, "total_loss": 0.08042209642337639}
{"data_time": 0.0037365618627518415, "eta_seconds": 118922.75825906382, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5380067567567568, "fast_rcnn/fg_cls_accuracy": 0.46199324324324326, "iteration": 18959, "loss_box_reg": 0.023245302611030638, "loss_cls": 0.060667202109470963, "loss_rpn_cls": 0.0020817744648411463, "loss_rpn_loc": 0.004296566898119636, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398856424726546, "total_loss": 0.09088297721564231}
{"data_time": 0.003444509580731392, "eta_seconds": 118911.99801474181, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.49444444444444446, "fast_rcnn/fg_cls_accuracy": 0.5055555555555555, "iteration": 18979, "loss_box_reg": 0.020143402507528663, "loss_cls": 0.055974218994379044, "loss_rpn_cls": 0.0020933954488100426, "loss_rpn_loc": 0.004425715436809696, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409539940301329, "total_loss": 0.08335470312249527}
{"data_time": 0.003330746665596962, "eta_seconds": 118901.2377704198, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5053191489361701, "fast_rcnn/fg_cls_accuracy": 0.4772389905987135, "iteration": 18999, "loss_box_reg": 0.0216497250366956, "loss_cls": 0.05802420387044549, "loss_rpn_cls": 0.002001439213017875, "loss_rpn_loc": 0.004607651018886827, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542557513108477, "total_loss": 0.08722730640232612}
{"data_time": 0.0035227814223617315, "eta_seconds": 118964.23850995139, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3042929292929293, "fast_rcnn/fg_cls_accuracy": 0.6818181818181819, "iteration": 19019, "loss_box_reg": 0.02123891859082505, "loss_cls": 0.0542068014619872, "loss_rpn_cls": 0.0018633481454770617, "loss_rpn_loc": 0.004581012537528295, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5387352034449577, "total_loss": 0.0838050565192816}
{"data_time": 0.0034139410126954317, "eta_seconds": 118953.47158985329, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.36811201445347785, "fast_rcnn/fg_cls_accuracy": 0.6139689578713969, "iteration": 19039, "loss_box_reg": 0.022070392034947872, "loss_cls": 0.05366587924072519, "loss_rpn_cls": 0.0016432404727311223, "loss_rpn_loc": 0.004791530802322086, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389911695383489, "total_loss": 0.08653609929137929}
{"data_time": 0.003556976793333888, "eta_seconds": 118942.70466975519, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4499799919967987, "fast_rcnn/fg_cls_accuracy": 0.5500200080032013, "iteration": 19059, "loss_box_reg": 0.019877929182257503, "loss_cls": 0.05545449233613908, "loss_rpn_cls": 0.0015941072083478502, "loss_rpn_loc": 0.003925826695194701, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382443708367646, "total_loss": 0.08209403851196839}
{"data_time": 0.004044544417411089, "eta_seconds": 118931.93774965708, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5784366576819406, "fast_rcnn/fg_cls_accuracy": 0.4215633423180593, "iteration": 19079, "loss_box_reg": 0.02300906163873151, "loss_cls": 0.0590952584752813, "loss_rpn_cls": 0.0018851469728815573, "loss_rpn_loc": 0.006530019847559743, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5355911417864263, "total_loss": 0.08951723439054149}
{"data_time": 0.0036353471223264933, "eta_seconds": 118935.27697020909, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.47673160173160173, "fast_rcnn/fg_cls_accuracy": 0.43209534368070956, "iteration": 19099, "loss_box_reg": 0.020047618192620575, "loss_cls": 0.05921589396893978, "loss_rpn_cls": 0.002551542703713494, "loss_rpn_loc": 0.004688789667852689, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392507491633296, "total_loss": 0.08904504468182495}
{"data_time": 0.0035549721214920282, "eta_seconds": 118876.19548194855, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.502828409805154, "fast_rcnn/fg_cls_accuracy": 0.497171590194846, "iteration": 19119, "loss_box_reg": 0.02115296124247834, "loss_cls": 0.05615492584183812, "loss_rpn_cls": 0.0016881107375752435, "loss_rpn_loc": 0.004058996342791943, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377832304220647, "total_loss": 0.08494281851949381}
{"data_time": 0.003428894327953458, "eta_seconds": 118888.73033247166, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5647840531561461, "fast_rcnn/fg_cls_accuracy": 0.43246869409660105, "iteration": 19139, "loss_box_reg": 0.020657990069594234, "loss_cls": 0.055853307247161865, "loss_rpn_cls": 0.002579043029982131, "loss_rpn_loc": 0.0051429845043458045, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389881362207234, "total_loss": 0.08478293058124109}
{"data_time": 0.0034793084487318993, "eta_seconds": 118796.66992080281, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5143325143325144, "fast_rcnn/fg_cls_accuracy": 0.4856674856674857, "iteration": 19159, "loss_box_reg": 0.020582376746460795, "loss_cls": 0.05580572318285704, "loss_rpn_cls": 0.001990712969472952, "loss_rpn_loc": 0.005575284478254616, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5344018479809165, "total_loss": 0.08328880819681217}
{"data_time": 0.003697293810546398, "eta_seconds": 118804.39557152172, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4678184281842819, "fast_rcnn/fg_cls_accuracy": 0.5305555555555556, "iteration": 19179, "loss_box_reg": 0.021607458998914808, "loss_cls": 0.05542807758320123, "loss_rpn_cls": 0.0018402400801278418, "loss_rpn_loc": 0.003973229344410356, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5385548814665526, "total_loss": 0.08432257250433395}
{"data_time": 0.0035546841099858284, "eta_seconds": 118770.58388713794, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5710106382978724, "fast_rcnn/fg_cls_accuracy": 0.4126432078559738, "iteration": 19199, "loss_box_reg": 0.0191652633366175, "loss_cls": 0.05790094565600157, "loss_rpn_cls": 0.0021797736328608153, "loss_rpn_loc": 0.005161177541594952, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392849105410278, "total_loss": 0.08366641433684663}
{"data_time": 0.0036824678536504507, "eta_seconds": 118752.49733932759, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.36989795918367346, "fast_rcnn/fg_cls_accuracy": 0.6301020408163265, "iteration": 19219, "loss_box_reg": 0.019879055325873196, "loss_cls": 0.05309343175031245, "loss_rpn_cls": 0.0019998841296455794, "loss_rpn_loc": 0.0052302512085589115, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5366428305860609, "total_loss": 0.0813431139313252}
{"data_time": 0.0035174309741705656, "eta_seconds": 118639.34261102043, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5700280112044818, "iteration": 19239, "loss_box_reg": 0.020977503794711083, "loss_cls": 0.05727788410149515, "loss_rpn_cls": 0.0021010619980188494, "loss_rpn_loc": 0.0042274385086784605, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5304987879935652, "total_loss": 0.08650882075608024}
{"data_time": 0.0035778989549726248, "eta_seconds": 118689.31852249056, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4098191214470284, "fast_rcnn/fg_cls_accuracy": 0.5901808785529716, "iteration": 19259, "loss_box_reg": 0.021593238576315343, "loss_cls": 0.0569712397409603, "loss_rpn_cls": 0.0017642183064481287, "loss_rpn_loc": 0.004610167161445133, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375405601225793, "total_loss": 0.08620875890505886}
{"data_time": 0.0037091486155986786, "eta_seconds": 118727.55126178311, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.456959706959707, "fast_rcnn/fg_cls_accuracy": 0.5430402930402931, "iteration": 19279, "loss_box_reg": 0.021489508624654263, "loss_cls": 0.05575699987821281, "loss_rpn_cls": 0.002286483973250597, "loss_rpn_loc": 0.006853310187580064, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5440051627811044, "total_loss": 0.0856003914300345}
{"data_time": 0.0034984599333256483, "eta_seconds": 118716.7931054444, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.423963133640553, "fast_rcnn/fg_cls_accuracy": 0.5154440154440154, "iteration": 19299, "loss_box_reg": 0.01941878127399832, "loss_cls": 0.05638227751478553, "loss_rpn_cls": 0.002398015741391646, "loss_rpn_loc": 0.0054321176394296344, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5323752399999648, "total_loss": 0.08380089564684567}
{"data_time": 0.003926085075363517, "eta_seconds": 118706.0349491057, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.42678571428571427, "fast_rcnn/fg_cls_accuracy": 0.5732142857142857, "iteration": 19319, "loss_box_reg": 0.020548555010464042, "loss_cls": 0.05806295364163816, "loss_rpn_cls": 0.0015664937914152688, "loss_rpn_loc": 0.005024605095968582, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5336836860515177, "total_loss": 0.08800898709887406}
{"data_time": 0.0035552894696593285, "eta_seconds": 118759.90763307619, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5392156862745099, "fast_rcnn/fg_cls_accuracy": 0.43977591036414565, "iteration": 19339, "loss_box_reg": 0.020340297429356724, "loss_cls": 0.05241719260811806, "loss_rpn_cls": 0.0018057132988360536, "loss_rpn_loc": 0.004978810298780445, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5427076097112149, "total_loss": 0.08299980815490926}
{"data_time": 0.0034867983777076006, "eta_seconds": 118749.14361880696, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3539057841383423, "fast_rcnn/fg_cls_accuracy": 0.6363022941970311, "iteration": 19359, "loss_box_reg": 0.021621350024361163, "loss_cls": 0.05427612503990531, "loss_rpn_cls": 0.0016619632970105158, "loss_rpn_loc": 0.005696798085409682, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5253103375434875, "total_loss": 0.08651710272795299}
{"data_time": 0.003415106562897563, "eta_seconds": 118738.37960453774, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4446969696969697, "fast_rcnn/fg_cls_accuracy": 0.5553030303030303, "iteration": 19379, "loss_box_reg": 0.019023540779016912, "loss_cls": 0.05667735869064927, "loss_rpn_cls": 0.0020925767153130437, "loss_rpn_loc": 0.0034413864195812494, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5327354804612696, "total_loss": 0.08443050952291742}
{"data_time": 0.0032598546240478754, "eta_seconds": 118702.58435120806, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39717741935483875, "fast_rcnn/fg_cls_accuracy": 0.5641321044546852, "iteration": 19399, "loss_box_reg": 0.022786392015405, "loss_cls": 0.05852617835626006, "loss_rpn_cls": 0.0018542840082318435, "loss_rpn_loc": 0.005731602079322329, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5393646596930921, "total_loss": 0.08839211866688856}
{"data_time": 0.00358814955689013, "eta_seconds": 118716.85157599929, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39567604667124223, "fast_rcnn/fg_cls_accuracy": 0.6043239533287577, "iteration": 19419, "loss_box_reg": 0.02188121242215857, "loss_cls": 0.05911812582053244, "loss_rpn_cls": 0.0018740104101198085, "loss_rpn_loc": 0.0044760995951946825, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.540693205781281, "total_loss": 0.08829525120836479}
{"data_time": 0.0036265572998672724, "eta_seconds": 118681.06086140499, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.44074074074074077, "fast_rcnn/fg_cls_accuracy": 0.5164021164021164, "iteration": 19439, "loss_box_reg": 0.021959270699881017, "loss_cls": 0.056903528107795864, "loss_rpn_cls": 0.0016752564358739619, "loss_rpn_loc": 0.0047387327867909335, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369618770200759, "total_loss": 0.08702579191731274}
{"data_time": 0.0034986864775419235, "eta_seconds": 118695.32354746084, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5942982456140351, "fast_rcnn/fg_cls_accuracy": 0.3559050064184852, "iteration": 19459, "loss_box_reg": 0.02069542813114822, "loss_cls": 0.058858463540673256, "loss_rpn_cls": 0.001651097741500962, "loss_rpn_loc": 0.004314151388825849, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394254869315773, "total_loss": 0.08544368798698088}
{"data_time": 0.003441590815782547, "eta_seconds": 118671.38593449444, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44047619047619047, "fast_rcnn/fg_cls_accuracy": 0.5391260162601625, "iteration": 19479, "loss_box_reg": 0.02056274563074112, "loss_cls": 0.055352626950480044, "loss_rpn_cls": 0.0021321686763258185, "loss_rpn_loc": 0.004407615248055663, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353316301479936, "total_loss": 0.08344456621216523}
{"data_time": 0.0034722089767456055, "eta_seconds": 118719.91302532842, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43981481481481477, "fast_rcnn/fg_cls_accuracy": 0.5601851851851851, "iteration": 19499, "loss_box_reg": 0.019615215540397912, "loss_cls": 0.05319518642500043, "loss_rpn_cls": 0.0019960351696681755, "loss_rpn_loc": 0.004891598655376583, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5460816875565797, "total_loss": 0.08315414216633599}
{"data_time": 0.003924832912161946, "eta_seconds": 118695.15585662914, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3962510897994769, "fast_rcnn/fg_cls_accuracy": 0.6037489102005231, "iteration": 19519, "loss_box_reg": 0.021361881750635803, "loss_cls": 0.05616056174039841, "loss_rpn_cls": 0.0018097834372383659, "loss_rpn_loc": 0.004518533940427005, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5355796595104039, "total_loss": 0.0823191612021219}
{"data_time": 0.003394216764718294, "eta_seconds": 118684.3889283354, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3288043478260869, "fast_rcnn/fg_cls_accuracy": 0.6607789855072463, "iteration": 19539, "loss_box_reg": 0.021495182416401803, "loss_cls": 0.054906966630369425, "loss_rpn_cls": 0.001440989088337119, "loss_rpn_loc": 0.004815614549443126, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538057808065787, "total_loss": 0.08008232557858719}
{"data_time": 0.003304933663457632, "eta_seconds": 118641.50347611471, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4145021645021645, "fast_rcnn/fg_cls_accuracy": 0.5854978354978355, "iteration": 19559, "loss_box_reg": 0.022346501355059445, "loss_cls": 0.053940049023367465, "loss_rpn_cls": 0.0013890342384001997, "loss_rpn_loc": 0.005684358453436289, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.536568769486621, "total_loss": 0.08527320277039507}
{"data_time": 0.003583634039387107, "eta_seconds": 118662.85507174791, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.384453781512605, "fast_rcnn/fg_cls_accuracy": 0.615546218487395, "iteration": 19579, "loss_box_reg": 0.02047944552032277, "loss_cls": 0.05820249603129923, "loss_rpn_cls": 0.0023079299885466753, "loss_rpn_loc": 0.004326109912653919, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449861120432615, "total_loss": 0.08651470600989342}
{"data_time": 0.0035309435334056616, "eta_seconds": 118652.08814345417, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41991991991991995, "fast_rcnn/fg_cls_accuracy": 0.58008008008008, "iteration": 19599, "loss_box_reg": 0.020364318683277816, "loss_cls": 0.058347308775410056, "loss_rpn_cls": 0.00194036031257383, "loss_rpn_loc": 0.004826733544177841, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5449880240485072, "total_loss": 0.0868612413127039}
{"data_time": 0.0034629220608621836, "eta_seconds": 118701.21727608354, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5366935483870967, "fast_rcnn/fg_cls_accuracy": 0.4633064516129032, "iteration": 19619, "loss_box_reg": 0.020275557762943208, "loss_cls": 0.05525605520233512, "loss_rpn_cls": 0.0026047198484775436, "loss_rpn_loc": 0.005184428067877889, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5441530575044453, "total_loss": 0.08280480973326121}
{"data_time": 0.0037998463958501816, "eta_seconds": 118709.12540776725, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45208333333333334, "fast_rcnn/fg_cls_accuracy": 0.5479166666666666, "iteration": 19639, "loss_box_reg": 0.021797337976749986, "loss_cls": 0.055349672911688685, "loss_rpn_cls": 0.0016527986892924673, "loss_rpn_loc": 0.0044916904080309905, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425946484319866, "total_loss": 0.08658410618079415}
{"data_time": 0.00349684851244092, "eta_seconds": 118698.35134834587, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4807692307692308, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 19659, "loss_box_reg": 0.02122217696160078, "loss_cls": 0.05513105704449117, "loss_rpn_cls": 0.0018682050833831454, "loss_rpn_loc": 0.003999946115072817, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5356699584517628, "total_loss": 0.08419087768072586}
{"data_time": 0.0035583768039941788, "eta_seconds": 118668.90018415381, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.49444444444444446, "iteration": 19679, "loss_box_reg": 0.02136653062188998, "loss_cls": 0.05793171329423785, "loss_rpn_cls": 0.0018674126358746435, "loss_rpn_loc": 0.0047076107148313895, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5335433464497328, "total_loss": 0.08682614758185991}
{"data_time": 0.0033989856019616127, "eta_seconds": 118676.8032295031, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4387871853546911, "fast_rcnn/fg_cls_accuracy": 0.5503432494279177, "iteration": 19699, "loss_box_reg": 0.021569013770204037, "loss_cls": 0.05761897610500455, "loss_rpn_cls": 0.0019110169805571786, "loss_rpn_loc": 0.00432194064342184, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5336115173995495, "total_loss": 0.08711438095474477}
{"data_time": 0.0035041198134422302, "eta_seconds": 118647.35545620066, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5111111111111111, "fast_rcnn/fg_cls_accuracy": 0.4888888888888889, "iteration": 19719, "loss_box_reg": 0.02153053949587047, "loss_cls": 0.055697519332170486, "loss_rpn_cls": 0.0018919001263384416, "loss_rpn_loc": 0.004438795611349633, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5443128389306366, "total_loss": 0.08649151917870768}
{"data_time": 0.003619997063651681, "eta_seconds": 118655.25511066034, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44562647754137114, "fast_rcnn/fg_cls_accuracy": 0.5543735224586288, "iteration": 19739, "loss_box_reg": 0.020821032754611224, "loss_cls": 0.058296609902754426, "loss_rpn_cls": 0.0019570479690287357, "loss_rpn_loc": 0.004645883076591417, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5383288110606372, "total_loss": 0.08360085174422238}
{"data_time": 0.0037751710042357445, "eta_seconds": 118646.56507513579, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4126923076923077, "fast_rcnn/fg_cls_accuracy": 0.5764516129032258, "iteration": 19759, "loss_box_reg": 0.02055822982219979, "loss_cls": 0.055346182896755636, "loss_rpn_cls": 0.0021684790322069603, "loss_rpn_loc": 0.0046724490202905145, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5412630424834788, "total_loss": 0.08307054193983276}
{"data_time": 0.0035010359715670347, "eta_seconds": 118642.73119924637, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4318573893041978, "fast_rcnn/fg_cls_accuracy": 0.5681426106958022, "iteration": 19779, "loss_box_reg": 0.020224494277499616, "loss_cls": 0.05593386967666447, "loss_rpn_cls": 0.0019438027516116563, "loss_rpn_loc": 0.005501609706698218, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5432086850050837, "total_loss": 0.08300814907386211}
{"data_time": 0.003767687361687422, "eta_seconds": 118631.95632026577, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5009946949602122, "fast_rcnn/fg_cls_accuracy": 0.4990053050397878, "iteration": 19799, "loss_box_reg": 0.019792772945947945, "loss_cls": 0.057664859341457486, "loss_rpn_cls": 0.0014687679436065082, "loss_rpn_loc": 0.005102028313558549, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5378250465728343, "total_loss": 0.0868156113826899}
{"data_time": 0.0037158746272325516, "eta_seconds": 118590.81596889929, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40724815724815727, "fast_rcnn/fg_cls_accuracy": 0.5927518427518428, "iteration": 19819, "loss_box_reg": 0.02036884758854285, "loss_cls": 0.05504048313014209, "loss_rpn_cls": 0.0015006104299573053, "loss_rpn_loc": 0.004899467239738442, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346735934726894, "total_loss": 0.08344054879438545}
{"data_time": 0.003564917016774416, "eta_seconds": 118586.57332464494, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3908472479901051, "fast_rcnn/fg_cls_accuracy": 0.5925039872408293, "iteration": 19839, "loss_box_reg": 0.02348990790778771, "loss_cls": 0.05962244910188019, "loss_rpn_cls": 0.001981940092264267, "loss_rpn_loc": 0.003379290476004826, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5366484099067748, "total_loss": 0.08914857166109869}
{"data_time": 0.0034696985967457294, "eta_seconds": 118584.6459896001, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3753409710856519, "fast_rcnn/fg_cls_accuracy": 0.6063829787234043, "iteration": 19859, "loss_box_reg": 0.021555848594289273, "loss_cls": 0.05916393571533263, "loss_rpn_cls": 0.0016808979346478736, "loss_rpn_loc": 0.005367757796193473, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5404508414212614, "total_loss": 0.0866630485376163}
{"data_time": 0.003895472502335906, "eta_seconds": 118493.84698849753, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.40454545454545454, "fast_rcnn/fg_cls_accuracy": 0.5954545454545455, "iteration": 19879, "loss_box_reg": 0.02064248372334987, "loss_cls": 0.056345156976021826, "loss_rpn_cls": 0.0026091671079484513, "loss_rpn_loc": 0.004492844149353914, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5307402496691793, "total_loss": 0.08593530788584758}
{"data_time": 0.003433518810197711, "eta_seconds": 118471.28431476513, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.32572115384615385, "fast_rcnn/fg_cls_accuracy": 0.6546556122448979, "iteration": 19899, "loss_box_reg": 0.021311526536010206, "loss_cls": 0.05444293760228902, "loss_rpn_cls": 0.001690457185077321, "loss_rpn_loc": 0.004582305515214102, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442849663086236, "total_loss": 0.08677002218985308}
{"data_time": 0.003484216285869479, "eta_seconds": 118472.31449555256, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3248106060606061, "fast_rcnn/fg_cls_accuracy": 0.675189393939394, "iteration": 19919, "loss_box_reg": 0.018650625337613747, "loss_cls": 0.05131281376816332, "loss_rpn_cls": 0.002234854308198919, "loss_rpn_loc": 0.004236271604895592, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540410378947854, "total_loss": 0.07895858023368874}
{"data_time": 0.0036086193285882473, "eta_seconds": 118449.7539656409, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46853146853146854, "fast_rcnn/fg_cls_accuracy": 0.5314685314685315, "iteration": 19939, "loss_box_reg": 0.019574429839849472, "loss_cls": 0.0544623788446188, "loss_rpn_cls": 0.0016752734647980105, "loss_rpn_loc": 0.005442862428026274, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5352360981050879, "total_loss": 0.0843654609029727}
{"data_time": 0.0036551509983837605, "eta_seconds": 118438.9887910788, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4797297297297297, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 19959, "loss_box_reg": 0.021717517403885722, "loss_cls": 0.05689655046444386, "loss_rpn_cls": 0.0021852778932895944, "loss_rpn_loc": 0.004758675997436512, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5467846523970366, "total_loss": 0.08693985582704045}
{"data_time": 0.00350052653811872, "eta_seconds": 118394.08224461833, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.42145270270270274, "fast_rcnn/fg_cls_accuracy": 0.5603197674418605, "iteration": 19979, "loss_box_reg": 0.021427082421723753, "loss_cls": 0.06224136031232774, "loss_rpn_cls": 0.0023323310269915964, "loss_rpn_loc": 0.004716033748991322, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331177315674722, "total_loss": 0.09148334347310083}
{"data_time": 0.0034759556874632835, "eta_seconds": 118386.80830441113, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5870535714285714, "fast_rcnn/fg_cls_accuracy": 0.409375, "iteration": 19999, "loss_box_reg": 0.020676296902820468, "loss_cls": 0.055363046121783555, "loss_rpn_cls": 0.0020748538944417305, "loss_rpn_loc": 0.005189706640521763, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391678777523339, "total_loss": 0.08691125143559475}
{"data_time": 0.0034728364553302526, "eta_seconds": 118406.69326739246, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4842687074829932, "fast_rcnn/fg_cls_accuracy": 0.5157312925170068, "iteration": 20019, "loss_box_reg": 0.02063256094697863, "loss_cls": 0.058571127243340015, "loss_rpn_cls": 0.0019885223375695205, "loss_rpn_loc": 0.004286039315047674, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5442836321890354, "total_loss": 0.08633405697219132}
{"data_time": 0.00358684454113245, "eta_seconds": 118395.92809283035, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41025641025641024, "fast_rcnn/fg_cls_accuracy": 0.5711875843454791, "iteration": 20039, "loss_box_reg": 0.020533305243588984, "loss_cls": 0.05930286878719926, "loss_rpn_cls": 0.0018291756910002732, "loss_rpn_loc": 0.0037028057558927685, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5383714884519577, "total_loss": 0.08826990442105398}
{"data_time": 0.003452042117714882, "eta_seconds": 118392.43485296587, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43857240905971173, "fast_rcnn/fg_cls_accuracy": 0.5614275909402883, "iteration": 20059, "loss_box_reg": 0.019830010482110083, "loss_cls": 0.053133045439608395, "loss_rpn_cls": 0.0013529220686905319, "loss_rpn_loc": 0.00494204112328589, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5407677975017577, "total_loss": 0.08524826738653246}
{"data_time": 0.0033068256452679634, "eta_seconds": 118374.39774370613, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5343137254901961, "fast_rcnn/fg_cls_accuracy": 0.4423076923076923, "iteration": 20079, "loss_box_reg": 0.020248748594895005, "loss_cls": 0.05537943355739117, "loss_rpn_cls": 0.0016951135636418257, "loss_rpn_loc": 0.004051932417496573, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5348789643030614, "total_loss": 0.0826165433973074}
{"data_time": 0.0033986635971814394, "eta_seconds": 118380.75261954498, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4883468834688347, "fast_rcnn/fg_cls_accuracy": 0.5116531165311653, "iteration": 20099, "loss_box_reg": 0.01987858337815851, "loss_cls": 0.05816725711338222, "loss_rpn_cls": 0.0020947217203683977, "loss_rpn_loc": 0.004120139368751552, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400005402043462, "total_loss": 0.08522491965470635}
{"data_time": 0.0034682468976825476, "eta_seconds": 118360.1373454926, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49444444444444446, "fast_rcnn/fg_cls_accuracy": 0.4714646464646465, "iteration": 20119, "loss_box_reg": 0.021114618401043117, "loss_cls": 0.0558650738094002, "loss_rpn_cls": 0.0018088079563085557, "loss_rpn_loc": 0.00484024667457561, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5285329595208168, "total_loss": 0.08307586633736719}
{"data_time": 0.0034783275332301855, "eta_seconds": 118316.21289103478, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.40104166666666663, "fast_rcnn/fg_cls_accuracy": 0.5919540229885057, "iteration": 20139, "loss_box_reg": 0.020259990997146815, "loss_cls": 0.05556279548909515, "loss_rpn_cls": 0.0018500311507523293, "loss_rpn_loc": 0.005240996440988965, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5350208354648203, "total_loss": 0.08320952605140519}
{"data_time": 0.0035116910003125668, "eta_seconds": 118331.33704545768, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39596273291925466, "fast_rcnn/fg_cls_accuracy": 0.6040372670807453, "iteration": 20159, "loss_box_reg": 0.020244178478606045, "loss_cls": 0.05654425802640617, "loss_rpn_cls": 0.0024785083194274193, "loss_rpn_loc": 0.004131938214413822, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417522953357548, "total_loss": 0.08548520145404837}
{"data_time": 0.0038616126403212547, "eta_seconds": 118327.83983801934, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4598842018196857, "fast_rcnn/fg_cls_accuracy": 0.5264957264957265, "iteration": 20179, "loss_box_reg": 0.021539536770433187, "loss_cls": 0.0576213370077312, "loss_rpn_cls": 0.0017590188062968082, "loss_rpn_loc": 0.0044844773728982545, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5387343631591648, "total_loss": 0.08782818187273733}
{"data_time": 0.003777305595576763, "eta_seconds": 118294.7407199631, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5414285714285714, "fast_rcnn/fg_cls_accuracy": 0.4585714285714286, "iteration": 20199, "loss_box_reg": 0.022019044728949666, "loss_cls": 0.05909532494843006, "loss_rpn_cls": 0.0020199036687245098, "loss_rpn_loc": 0.004277955969882896, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5375007970724255, "total_loss": 0.0879637570021714}
{"data_time": 0.0035407922696322203, "eta_seconds": 118283.97691627522, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.44281045751633985, "fast_rcnn/fg_cls_accuracy": 0.5571895424836601, "iteration": 20219, "loss_box_reg": 0.019780150265432894, "loss_cls": 0.054913794330786914, "loss_rpn_cls": 0.0018334446164658402, "loss_rpn_loc": 0.005291179702908266, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5327160912565887, "total_loss": 0.0825150284939582}
{"data_time": 0.0037119179032742977, "eta_seconds": 118357.18834436429, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.38675213675213677, "fast_rcnn/fg_cls_accuracy": 0.6132478632478633, "iteration": 20239, "loss_box_reg": 0.021149455744307488, "loss_cls": 0.0568246798356995, "loss_rpn_cls": 0.00184793441144393, "loss_rpn_loc": 0.004279700951883569, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.54419030318968, "total_loss": 0.08442273083005603}
{"data_time": 0.003416059771552682, "eta_seconds": 118366.7226049779, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.40930232558139534, "fast_rcnn/fg_cls_accuracy": 0.5906976744186047, "iteration": 20259, "loss_box_reg": 0.020364655531011522, "loss_cls": 0.05613458011066541, "loss_rpn_cls": 0.002092613985951175, "loss_rpn_loc": 0.003227054337912705, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419611770194024, "total_loss": 0.08395593869647655}
{"data_time": 0.0034458190202713013, "eta_seconds": 118371.93013209547, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32722007722007723, "fast_rcnn/fg_cls_accuracy": 0.6727799227799228, "iteration": 20279, "loss_box_reg": 0.01987818710040301, "loss_cls": 0.05799585417844355, "loss_rpn_cls": 0.002468926938945515, "loss_rpn_loc": 0.005432412428490352, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.540752227185294, "total_loss": 0.08661912846946507}
{"data_time": 0.0035590031184256077, "eta_seconds": 118361.15538319736, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.38015873015873014, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 20299, "loss_box_reg": 0.01990482897963375, "loss_cls": 0.052387667703442276, "loss_rpn_cls": 0.0022959048080792854, "loss_rpn_loc": 0.005010171724279644, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5284418258816004, "total_loss": 0.08126409392900769}
{"data_time": 0.003553305519744754, "eta_seconds": 118350.38063429925, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4257246376811594, "fast_rcnn/fg_cls_accuracy": 0.5742753623188406, "iteration": 20319, "loss_box_reg": 0.01983608037699014, "loss_cls": 0.054171126801520586, "loss_rpn_cls": 0.002211585655231829, "loss_rpn_loc": 0.0047114077970036305, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.534349785419181, "total_loss": 0.08309045908981716}
{"data_time": 0.003988325595855713, "eta_seconds": 118311.9329915957, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38675213675213677, "fast_rcnn/fg_cls_accuracy": 0.6132478632478633, "iteration": 20339, "loss_box_reg": 0.020390153396874666, "loss_cls": 0.05932559818029404, "loss_rpn_cls": 0.001992219068142731, "loss_rpn_loc": 0.005362533469451591, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354314036667347, "total_loss": 0.08693609149963777}
{"data_time": 0.0033959485590457916, "eta_seconds": 118322.12822512607, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.44281045751633985, "fast_rcnn/fg_cls_accuracy": 0.5571895424836601, "iteration": 20359, "loss_box_reg": 0.02128602482844144, "loss_cls": 0.056303202640265226, "loss_rpn_cls": 0.0019097865765616007, "loss_rpn_loc": 0.005133346407092176, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362993320450187, "total_loss": 0.08543603561524549}
{"data_time": 0.0036216466687619686, "eta_seconds": 118311.35408657952, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5351673284174703, "fast_rcnn/fg_cls_accuracy": 0.43305144467935164, "iteration": 20379, "loss_box_reg": 0.020044151518959552, "loss_cls": 0.05594703578390181, "loss_rpn_cls": 0.0017639578563830582, "loss_rpn_loc": 0.0048004417039919645, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339110575150698, "total_loss": 0.08309425161115769}
{"data_time": 0.0034630890004336834, "eta_seconds": 118328.11658922536, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38276643990929704, "fast_rcnn/fg_cls_accuracy": 0.617233560090703, "iteration": 20399, "loss_box_reg": 0.021347375120967627, "loss_cls": 0.0534044821979478, "loss_rpn_cls": 0.002097541641433054, "loss_rpn_loc": 0.005041994885687018, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432534790597856, "total_loss": 0.08261093532985342}
{"data_time": 0.0035939125809818506, "eta_seconds": 118317.33994279942, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46024904214559387, "fast_rcnn/fg_cls_accuracy": 0.5397509578544062, "iteration": 20419, "loss_box_reg": 0.01965698675485328, "loss_cls": 0.056619617622345686, "loss_rpn_cls": 0.002050198818778881, "loss_rpn_loc": 0.005490725310664857, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5436906155664474, "total_loss": 0.08414850952431152}
{"data_time": 0.0038744111079722643, "eta_seconds": 118317.94349292596, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5470085470085471, "fast_rcnn/fg_cls_accuracy": 0.452991452991453, "iteration": 20439, "loss_box_reg": 0.02091097692027688, "loss_cls": 0.056102401635143906, "loss_rpn_cls": 0.0018795257092278916, "loss_rpn_loc": 0.004270222794730216, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5358470121864229, "total_loss": 0.08308380108337587}
{"data_time": 0.003413767321035266, "eta_seconds": 118307.16580986814, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4383116883116883, "fast_rcnn/fg_cls_accuracy": 0.5318740399385561, "iteration": 20459, "loss_box_reg": 0.018919395573902875, "loss_cls": 0.05738236545585096, "loss_rpn_cls": 0.0019283350802652421, "loss_rpn_loc": 0.004864037247898523, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5467200523708016, "total_loss": 0.08339266285474878}
{"data_time": 0.0033630516845732927, "eta_seconds": 118317.94775760523, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48179979777553084, "fast_rcnn/fg_cls_accuracy": 0.5182002022244692, "iteration": 20479, "loss_box_reg": 0.01938372227596119, "loss_cls": 0.058626526733860373, "loss_rpn_cls": 0.0017900335251397337, "loss_rpn_loc": 0.005130134715727763, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399167300201952, "total_loss": 0.08708832191996407}
{"data_time": 0.003652917454019189, "eta_seconds": 118253.40789421625, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.36877828054298645, "fast_rcnn/fg_cls_accuracy": 0.5917832167832169, "iteration": 20499, "loss_box_reg": 0.021506603516172618, "loss_cls": 0.05641661467961967, "loss_rpn_cls": 0.0015028880442287118, "loss_rpn_loc": 0.003785516437346814, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348706769291312, "total_loss": 0.08432469126819342}
{"data_time": 0.0035676208790391684, "eta_seconds": 118263.45671066968, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3667385057471264, "fast_rcnn/fg_cls_accuracy": 0.6297348484848485, "iteration": 20519, "loss_box_reg": 0.019607977475970984, "loss_cls": 0.054628492216579616, "loss_rpn_cls": 0.0022738531654340477, "loss_rpn_loc": 0.004775718625751324, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406725355423987, "total_loss": 0.08333480747148769}
{"data_time": 0.0033071618527173996, "eta_seconds": 118264.05507763685, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3693798449612403, "fast_rcnn/fg_cls_accuracy": 0.6306201550387597, "iteration": 20539, "loss_box_reg": 0.019732725457288325, "loss_cls": 0.055031738709658384, "loss_rpn_cls": 0.0017575281508470653, "loss_rpn_loc": 0.0036896937399433227, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5433715065009892, "total_loss": 0.08021901590632297}
{"data_time": 0.0035178055986762047, "eta_seconds": 118288.77627014369, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3431455004205215, "fast_rcnn/fg_cls_accuracy": 0.6568544995794785, "iteration": 20559, "loss_box_reg": 0.01985746854916215, "loss_cls": 0.056510889320634305, "loss_rpn_cls": 0.002267468347668, "loss_rpn_loc": 0.004833678452996537, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408826197963208, "total_loss": 0.08309785016035676}
{"data_time": 0.0034827194176614285, "eta_seconds": 118242.4997115212, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42340425531914894, "fast_rcnn/fg_cls_accuracy": 0.5765957446808511, "iteration": 20579, "loss_box_reg": 0.02101715380558744, "loss_cls": 0.05529500520788133, "loss_rpn_cls": 0.0016531187158079774, "loss_rpn_loc": 0.004721251501905499, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5401663898956031, "total_loss": 0.08472349061969453}
{"data_time": 0.003551691072061658, "eta_seconds": 118267.21443324536, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.485836627140975, "fast_rcnn/fg_cls_accuracy": 0.514163372859025, "iteration": 20599, "loss_box_reg": 0.019592037424445152, "loss_cls": 0.052626158809289336, "loss_rpn_cls": 0.002075188170238107, "loss_rpn_loc": 0.004861124092712998, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5444184455554932, "total_loss": 0.08184264053761581}
{"data_time": 0.0035784037318080664, "eta_seconds": 118209.57347853994, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.34638047138047134, "fast_rcnn/fg_cls_accuracy": 0.6348848848848849, "iteration": 20619, "loss_box_reg": 0.019690588174853474, "loss_cls": 0.054738037288188934, "loss_rpn_cls": 0.001960429578957701, "loss_rpn_loc": 0.004920935152767925, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.536026636371389, "total_loss": 0.08428800213914656}
{"data_time": 0.003511797869578004, "eta_seconds": 118171.00978727057, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5504807692307692, "fast_rcnn/fg_cls_accuracy": 0.4495192307692308, "iteration": 20639, "loss_box_reg": 0.022474892786704004, "loss_cls": 0.06110346963396296, "loss_rpn_cls": 0.0022213210040717968, "loss_rpn_loc": 0.004291527868190315, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341594670899212, "total_loss": 0.09080718394557152}
{"data_time": 0.003462784457951784, "eta_seconds": 118160.51614692784, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5060975609756098, "fast_rcnn/fg_cls_accuracy": 0.4639024390243902, "iteration": 20659, "loss_box_reg": 0.020464598550461233, "loss_cls": 0.05751381110167131, "loss_rpn_cls": 0.002097941421197902, "loss_rpn_loc": 0.004327312963141594, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395103711634874, "total_loss": 0.08568868599263624}
{"data_time": 0.0033719041384756565, "eta_seconds": 118177.2435392621, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43496621621621623, "fast_rcnn/fg_cls_accuracy": 0.5650337837837838, "iteration": 20679, "loss_box_reg": 0.02053503383649513, "loss_cls": 0.05803074571304023, "loss_rpn_cls": 0.0029202862961028586, "loss_rpn_loc": 0.005195577126869466, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539897634414956, "total_loss": 0.08712101374044323}
{"data_time": 0.0035815746523439884, "eta_seconds": 118199.37163729477, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3239268680445151, "fast_rcnn/fg_cls_accuracy": 0.6583506583506584, "iteration": 20699, "loss_box_reg": 0.02053878834703937, "loss_cls": 0.05656144046224654, "loss_rpn_cls": 0.0013970828631499899, "loss_rpn_loc": 0.004822932707611471, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5436441148631275, "total_loss": 0.08494586140272986}
{"data_time": 0.003503920044749975, "eta_seconds": 118202.52892255038, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4479679802955665, "fast_rcnn/fg_cls_accuracy": 0.5169930875576036, "iteration": 20719, "loss_box_reg": 0.02170900016790256, "loss_cls": 0.055918020429089665, "loss_rpn_cls": 0.0020833738647070277, "loss_rpn_loc": 0.0036244616567273624, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423912703990936, "total_loss": 0.08432519739017152}
{"data_time": 0.0034880072344094515, "eta_seconds": 118252.26725763688, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47970085470085466, "fast_rcnn/fg_cls_accuracy": 0.5202991452991452, "iteration": 20739, "loss_box_reg": 0.021237997454591095, "loss_cls": 0.05591082142200321, "loss_rpn_cls": 0.00217747607621277, "loss_rpn_loc": 0.0054677859880030155, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5438960655592382, "total_loss": 0.08450692134306337}
{"data_time": 0.0036467709578573704, "eta_seconds": 118213.26359821996, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4668803418803419, "fast_rcnn/fg_cls_accuracy": 0.5331196581196581, "iteration": 20759, "loss_box_reg": 0.019965255574788898, "loss_cls": 0.05964824557304382, "loss_rpn_cls": 0.00161923722737356, "loss_rpn_loc": 0.004704353792476468, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389546914957464, "total_loss": 0.08549428433889261}
{"data_time": 0.0035107701551169157, "eta_seconds": 118156.25304809096, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4797297297297297, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 20779, "loss_box_reg": 0.01911034877412021, "loss_cls": 0.054457895923405886, "loss_rpn_cls": 0.0016613390910151793, "loss_rpn_loc": 0.005265569732728181, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5285846998449415, "total_loss": 0.08082175920685586}
{"data_time": 0.0035950473975390196, "eta_seconds": 118159.40524875373, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5466666666666666, "fast_rcnn/fg_cls_accuracy": 0.45333333333333337, "iteration": 20799, "loss_box_reg": 0.019226062577217817, "loss_cls": 0.055603534856345505, "loss_rpn_cls": 0.0028315956026290223, "loss_rpn_loc": 0.0050971657983609475, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395118349697441, "total_loss": 0.08399143848691892}
{"data_time": 0.0037021657917648554, "eta_seconds": 118180.91200423939, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.28869047619047616, "fast_rcnn/fg_cls_accuracy": 0.7041666666666666, "iteration": 20819, "loss_box_reg": 0.020115514402277768, "loss_cls": 0.05545004876330495, "loss_rpn_cls": 0.0021329375028926734, "loss_rpn_loc": 0.0039465333393309265, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5341946240514517, "total_loss": 0.08404851041495931}
{"data_time": 0.0037923885975033045, "eta_seconds": 118170.1281395792, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.48058735689397714, "fast_rcnn/fg_cls_accuracy": 0.5194126431060229, "iteration": 20839, "loss_box_reg": 0.019219858571887016, "loss_cls": 0.054270171793177724, "loss_rpn_cls": 0.001678261511187884, "loss_rpn_loc": 0.004947548786731204, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5382419698871672, "total_loss": 0.08202925453258558}
{"data_time": 0.003688807599246502, "eta_seconds": 118208.89097815217, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4002501563477173, "fast_rcnn/fg_cls_accuracy": 0.5997498436522827, "iteration": 20859, "loss_box_reg": 0.02078266197349876, "loss_cls": 0.059349241433665156, "loss_rpn_cls": 0.0017976212561734428, "loss_rpn_loc": 0.003979405671998393, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409586573950946, "total_loss": 0.0858004397566674}
{"data_time": 0.003376974957063794, "eta_seconds": 118281.91688474454, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4424385138670853, "fast_rcnn/fg_cls_accuracy": 0.5547785547785548, "iteration": 20879, "loss_box_reg": 0.01902794948546216, "loss_cls": 0.05550553579814732, "loss_rpn_cls": 0.0018935551524918992, "loss_rpn_loc": 0.005225629196502268, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 248.0, "rpn/num_pos_anchors": 8.0, "time": 0.5404179573524743, "total_loss": 0.08433849329964005}
{"data_time": 0.0035350194666534662, "eta_seconds": 118203.65844787192, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.47301136363636365, "fast_rcnn/fg_cls_accuracy": 0.5269886363636364, "iteration": 20899, "loss_box_reg": 0.021359882317483425, "loss_cls": 0.06019227160140872, "loss_rpn_cls": 0.0014013576562774688, "loss_rpn_loc": 0.004812818940990837, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345999719575047, "total_loss": 0.0905760878010824}
{"data_time": 0.0032398393377661705, "eta_seconds": 118130.56564125884, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.47058823529411764, "fast_rcnn/fg_cls_accuracy": 0.4861111111111111, "iteration": 20919, "loss_box_reg": 0.020795775402802974, "loss_cls": 0.05576863733585924, "loss_rpn_cls": 0.0024803753417472763, "loss_rpn_loc": 0.005246197291853605, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362225009594113, "total_loss": 0.07990082063327009}
{"data_time": 0.0033572742249816656, "eta_seconds": 118137.77315150434, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48548621190130625, "fast_rcnn/fg_cls_accuracy": 0.5145137880986937, "iteration": 20939, "loss_box_reg": 0.018289151426870376, "loss_cls": 0.05321360565721989, "loss_rpn_cls": 0.0016539413604732545, "loss_rpn_loc": 0.0036663095706899185, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5397526721935719, "total_loss": 0.07786643653116698}
{"data_time": 0.0033732398878782988, "eta_seconds": 118126.98731804686, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.31474688187820987, "fast_rcnn/fg_cls_accuracy": 0.6771602257924446, "iteration": 20959, "loss_box_reg": 0.020526243140920997, "loss_cls": 0.05335291847586632, "loss_rpn_cls": 0.001864977299419479, "loss_rpn_loc": 0.004337159036367666, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420048008672893, "total_loss": 0.08080304865552534}
{"data_time": 0.003473368939012289, "eta_seconds": 118116.20148458937, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.37857142857142856, "fast_rcnn/fg_cls_accuracy": 0.6214285714285714, "iteration": 20979, "loss_box_reg": 0.01945872767828405, "loss_cls": 0.05426272447220981, "loss_rpn_cls": 0.0016750738936934795, "loss_rpn_loc": 0.004384785330330487, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361777869984508, "total_loss": 0.07910188977541566}
{"data_time": 0.0036003743298351765, "eta_seconds": 118154.83295294736, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4236111111111111, "fast_rcnn/fg_cls_accuracy": 0.5401157981803143, "iteration": 20999, "loss_box_reg": 0.019060734659433365, "loss_cls": 0.05582933058030903, "loss_rpn_cls": 0.0017609029564482626, "loss_rpn_loc": 0.004055418976349756, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5467887260019779, "total_loss": 0.08200990924706275}
{"data_time": 0.003357775742188096, "eta_seconds": 118101.25711523974, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4759725400457666, "fast_rcnn/fg_cls_accuracy": 0.5240274599542334, "iteration": 21019, "loss_box_reg": 0.019654396281111985, "loss_cls": 0.05445599113591015, "loss_rpn_cls": 0.0019262086357230146, "loss_rpn_loc": 0.005052404783782549, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5439319594297558, "total_loss": 0.08111879066473193}
{"data_time": 0.003389755031093955, "eta_seconds": 118132.41071951226, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.35988620199146515, "fast_rcnn/fg_cls_accuracy": 0.6401137980085349, "iteration": 21039, "loss_box_reg": 0.020964113995432854, "loss_cls": 0.053429184132255614, "loss_rpn_cls": 0.0021919067817179894, "loss_rpn_loc": 0.005858262127730995, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5430900449864566, "total_loss": 0.08644827554383028}
{"data_time": 0.0036299475468695164, "eta_seconds": 118079.68423775444, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3944353518821604, "fast_rcnn/fg_cls_accuracy": 0.6009026434558349, "iteration": 21059, "loss_box_reg": 0.02100009290734306, "loss_cls": 0.054160501109436154, "loss_rpn_cls": 0.0015918281419544655, "loss_rpn_loc": 0.005274982402625028, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362296618986875, "total_loss": 0.08359176824524184}
{"data_time": 0.003544905222952366, "eta_seconds": 118160.50075168302, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.503157894736842, "fast_rcnn/fg_cls_accuracy": 0.49684210526315786, "iteration": 21079, "loss_box_reg": 0.020250047964509577, "loss_cls": 0.05577754694968462, "loss_rpn_cls": 0.0015283293131460596, "loss_rpn_loc": 0.003827194625046104, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5470263485331088, "total_loss": 0.08466660410795157}
{"data_time": 0.0035023174714297056, "eta_seconds": 118149.51522636227, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4283374283374284, "fast_rcnn/fg_cls_accuracy": 0.5716625716625716, "iteration": 21099, "loss_box_reg": 0.02096234989585355, "loss_cls": 0.05764775862917304, "loss_rpn_cls": 0.0016712613141862676, "loss_rpn_loc": 0.003928851641830988, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5389433745294809, "total_loss": 0.08556914276698535}
{"data_time": 0.0037036454305052757, "eta_seconds": 118151.09828948113, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4666474985623922, "fast_rcnn/fg_cls_accuracy": 0.5265957446808511, "iteration": 21119, "loss_box_reg": 0.01968809135723859, "loss_cls": 0.05461978353559971, "loss_rpn_cls": 0.0013592530499408895, "loss_rpn_loc": 0.003846188152238028, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.544411399634555, "total_loss": 0.08230205265908808}
{"data_time": 0.003294889349490404, "eta_seconds": 118141.56840883382, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4342857142857143, "fast_rcnn/fg_cls_accuracy": 0.5431578947368421, "iteration": 21139, "loss_box_reg": 0.020749306015204638, "loss_cls": 0.056460045510903, "loss_rpn_cls": 0.0018607123863603192, "loss_rpn_loc": 0.00501392844307702, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354949773754925, "total_loss": 0.08397388188632249}
{"data_time": 0.0033799761440604925, "eta_seconds": 118129.07441808935, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40379901960784315, "fast_rcnn/fg_cls_accuracy": 0.5962009803921569, "iteration": 21159, "loss_box_reg": 0.020498554862570018, "loss_cls": 0.054652741993777454, "loss_rpn_cls": 0.0015458112238775357, "loss_rpn_loc": 0.004609822302882094, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5329088540747762, "total_loss": 0.08619671306882992}
{"data_time": 0.0032976334914565086, "eta_seconds": 118135.06424761144, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5046808510638298, "fast_rcnn/fg_cls_accuracy": 0.4953191489361702, "iteration": 21179, "loss_box_reg": 0.020082441449631006, "loss_cls": 0.05608399986522272, "loss_rpn_cls": 0.0017829156826110193, "loss_rpn_loc": 0.004312205688620452, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5425804241094738, "total_loss": 0.08202636893736326}
{"data_time": 0.0032749499659985304, "eta_seconds": 118124.26683198428, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4809220985691574, "fast_rcnn/fg_cls_accuracy": 0.5094876660341556, "iteration": 21199, "loss_box_reg": 0.019246236188337207, "loss_cls": 0.058258932549506426, "loss_rpn_cls": 0.0018245480955556559, "loss_rpn_loc": 0.0035838626863551326, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375555462669581, "total_loss": 0.08235469597275369}
{"data_time": 0.0035454120952636003, "eta_seconds": 118109.2123997861, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4871050934880722, "fast_rcnn/fg_cls_accuracy": 0.5128949065119277, "iteration": 21219, "loss_box_reg": 0.019589161733165383, "loss_cls": 0.059653436997905374, "loss_rpn_cls": 0.0022152614551487204, "loss_rpn_loc": 0.005690228572348133, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.535054356791079, "total_loss": 0.08766171104116438}
{"data_time": 0.003602805780246854, "eta_seconds": 118085.89089236315, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40993788819875776, "fast_rcnn/fg_cls_accuracy": 0.5523809523809524, "iteration": 21239, "loss_box_reg": 0.019559877866413444, "loss_cls": 0.05792096967343241, "loss_rpn_cls": 0.002341331242632805, "loss_rpn_loc": 0.004178176786808763, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5318772085011005, "total_loss": 0.08459251990052508}
{"data_time": 0.0034531739074736834, "eta_seconds": 118075.52684307634, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3924903722721438, "fast_rcnn/fg_cls_accuracy": 0.6075096277278562, "iteration": 21259, "loss_box_reg": 0.020230293623171747, "loss_cls": 0.054349074605852365, "loss_rpn_cls": 0.0017018634752048456, "loss_rpn_loc": 0.004747692084492883, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5460285267326981, "total_loss": 0.08377193793410243}
{"data_time": 0.003551509929820895, "eta_seconds": 118064.29912950005, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.47905585106382975, "fast_rcnn/fg_cls_accuracy": 0.5209441489361701, "iteration": 21279, "loss_box_reg": 0.019935849006287754, "loss_cls": 0.05552426551003009, "loss_rpn_cls": 0.0016763243654622784, "loss_rpn_loc": 0.0041907373306457885, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5425391695462167, "total_loss": 0.08145575047797138}
{"data_time": 0.0036848830059170723, "eta_seconds": 118059.782687878, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3956756756756757, "fast_rcnn/fg_cls_accuracy": 0.52, "iteration": 21299, "loss_box_reg": 0.018819064483977854, "loss_cls": 0.05544049316085875, "loss_rpn_cls": 0.002421796286228073, "loss_rpn_loc": 0.005555827345233411, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5355987935326993, "total_loss": 0.0820694094988994}
{"data_time": 0.0035591968335211277, "eta_seconds": 118056.7996441715, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.44399249061326657, "fast_rcnn/fg_cls_accuracy": 0.5413016270337923, "iteration": 21319, "loss_box_reg": 0.020181538595352322, "loss_cls": 0.05427029891870916, "loss_rpn_cls": 0.0019448258108241134, "loss_rpn_loc": 0.004601137057761662, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5386648690328002, "total_loss": 0.08409408364241244}
{"data_time": 0.0035394621081650257, "eta_seconds": 118061.15052729403, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.435340022296544, "fast_rcnn/fg_cls_accuracy": 0.564659977703456, "iteration": 21339, "loss_box_reg": 0.02025849267374724, "loss_cls": 0.05537953425664455, "loss_rpn_cls": 0.0013253812329026005, "loss_rpn_loc": 0.00393333315878408, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5398273614700884, "total_loss": 0.08532024846044806}
{"data_time": 0.003539511701092124, "eta_seconds": 118066.34297166183, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4766857962697274, "fast_rcnn/fg_cls_accuracy": 0.5233142037302726, "iteration": 21359, "loss_box_reg": 0.02075012749992311, "loss_cls": 0.0584320486523211, "loss_rpn_cls": 0.002523625770209037, "loss_rpn_loc": 0.005144128583197016, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5428801269736141, "total_loss": 0.08953291837451616}
{"data_time": 0.0033408391755074263, "eta_seconds": 118068.58966146107, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3415071770334928, "fast_rcnn/fg_cls_accuracy": 0.6461100569259962, "iteration": 21379, "loss_box_reg": 0.018447039008606225, "loss_cls": 0.05317918164655566, "loss_rpn_cls": 0.0021660908134890633, "loss_rpn_loc": 0.004415632774907863, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333362501114607, "total_loss": 0.0797288449170992}
{"data_time": 0.003703976981341839, "eta_seconds": 118028.75485988357, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.41346153846153844, "fast_rcnn/fg_cls_accuracy": 0.5865384615384616, "iteration": 21399, "loss_box_reg": 0.020139550731983036, "loss_cls": 0.055619047314394265, "loss_rpn_cls": 0.0017655564997767215, "loss_rpn_loc": 0.005067342717666179, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433998249936849, "total_loss": 0.08400661133100584}
{"data_time": 0.003446532879024744, "eta_seconds": 117989.15947575658, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 21419, "loss_box_reg": 0.020635168650187552, "loss_cls": 0.05621235631406307, "loss_rpn_cls": 0.0019148908412489618, "loss_rpn_loc": 0.005461341337650083, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5326534477062523, "total_loss": 0.08480993149532878}
{"data_time": 0.003660709597170353, "eta_seconds": 117965.16379477759, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5028409090909092, "fast_rcnn/fg_cls_accuracy": 0.44385026737967914, "iteration": 21439, "loss_box_reg": 0.02040262392256409, "loss_cls": 0.05606214457657188, "loss_rpn_cls": 0.0018778558960548253, "loss_rpn_loc": 0.0038242667069425806, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5347278777044266, "total_loss": 0.0822907076590127}
{"data_time": 0.0035842449869960546, "eta_seconds": 117923.4645031225, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47951505016722407, "fast_rcnn/fg_cls_accuracy": 0.5204849498327759, "iteration": 21459, "loss_box_reg": 0.019424466183409095, "loss_cls": 0.05598447867669165, "loss_rpn_cls": 0.001469406062710732, "loss_rpn_loc": 0.004512125793553423, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5392025758046657, "total_loss": 0.08233389916063061}
{"data_time": 0.0036360789090394974, "eta_seconds": 117943.57436870527, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5367567567567568, "fast_rcnn/fg_cls_accuracy": 0.4379487179487179, "iteration": 21479, "loss_box_reg": 0.01921923557529226, "loss_cls": 0.05740854633040726, "loss_rpn_cls": 0.0018322278413052118, "loss_rpn_loc": 0.005238611640379531, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543265639571473, "total_loss": 0.08225751585268881}
{"data_time": 0.0037087718956172466, "eta_seconds": 117950.79516214202, "fast_rcnn/cls_accuracy": 0.96337890625, "fast_rcnn/false_negative": 0.5515873015873016, "fast_rcnn/fg_cls_accuracy": 0.4461904761904762, "iteration": 21499, "loss_box_reg": 0.02034748950973153, "loss_cls": 0.057344018714502454, "loss_rpn_cls": 0.0019010483620149898, "loss_rpn_loc": 0.0040152743240469135, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5426240800879896, "total_loss": 0.0848049503817947}
{"data_time": 0.003453305223956704, "eta_seconds": 117934.74855232146, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.42678571428571427, "fast_rcnn/fg_cls_accuracy": 0.5732142857142857, "iteration": 21519, "loss_box_reg": 0.019666128209792078, "loss_cls": 0.05197919881902635, "loss_rpn_cls": 0.001627981506260312, "loss_rpn_loc": 0.006259535195567878, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5366992785129696, "total_loss": 0.08118700324826023}
{"data_time": 0.0033855524379760027, "eta_seconds": 117924.38395026675, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.42083333333333334, "fast_rcnn/fg_cls_accuracy": 0.5424418604651162, "iteration": 21539, "loss_box_reg": 0.02105008449871093, "loss_cls": 0.05821328330785036, "loss_rpn_cls": 0.0016507680692257054, "loss_rpn_loc": 0.004946970533637796, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5419662594795227, "total_loss": 0.0844000373099334}
{"data_time": 0.0038330184761434793, "eta_seconds": 117913.39771213499, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4039351851851852, "fast_rcnn/fg_cls_accuracy": 0.5526785714285714, "iteration": 21559, "loss_box_reg": 0.020800194994080812, "loss_cls": 0.05623579164966941, "loss_rpn_cls": 0.002006571900437848, "loss_rpn_loc": 0.004502959971432574, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5476158449891955, "total_loss": 0.08404780836883674}
{"data_time": 0.0037360857240855694, "eta_seconds": 117904.27967102593, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4696583375828659, "fast_rcnn/fg_cls_accuracy": 0.5128543177323666, "iteration": 21579, "loss_box_reg": 0.021109206485562027, "loss_cls": 0.054614231223240495, "loss_rpn_cls": 0.0018780929895001464, "loss_rpn_loc": 0.0041872163747029845, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5437683155760169, "total_loss": 0.08449005650982144}
{"data_time": 0.00339501746930182, "eta_seconds": 117805.3573003423, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4088319088319088, "fast_rcnn/fg_cls_accuracy": 0.5911680911680912, "iteration": 21599, "loss_box_reg": 0.020213082723785192, "loss_cls": 0.05326562514528632, "loss_rpn_cls": 0.0019990915309335833, "loss_rpn_loc": 0.004115027335501509, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362083420623094, "total_loss": 0.079648748388081}
{"data_time": 0.003536445554345846, "eta_seconds": 117868.01137745217, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4772727272727273, "fast_rcnn/fg_cls_accuracy": 0.5227272727272727, "iteration": 21619, "loss_box_reg": 0.020733871322590858, "loss_cls": 0.0568690022919327, "loss_rpn_cls": 0.0017133814494627586, "loss_rpn_loc": 0.004712466936325654, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429252057801932, "total_loss": 0.0855707522343323}
{"data_time": 0.003431243123486638, "eta_seconds": 117871.46041768952, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4574712643678161, "fast_rcnn/fg_cls_accuracy": 0.542528735632184, "iteration": 21639, "loss_box_reg": 0.019433803216088563, "loss_cls": 0.05598426586948335, "loss_rpn_cls": 0.0015931207490211818, "loss_rpn_loc": 0.005625227498967433, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5370109402574599, "total_loss": 0.08375378062140726}
{"data_time": 0.003532256931066513, "eta_seconds": 117828.88367232843, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.45435435435435434, "fast_rcnn/fg_cls_accuracy": 0.5456456456456455, "iteration": 21659, "loss_box_reg": 0.018891518004238605, "loss_cls": 0.05805058521218598, "loss_rpn_cls": 0.0016668383634623751, "loss_rpn_loc": 0.0046183658560039476, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5345414560288191, "total_loss": 0.08250864582964823}
{"data_time": 0.003981143003329635, "eta_seconds": 117849.86838240526, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.35519713261648744, "fast_rcnn/fg_cls_accuracy": 0.6347222222222222, "iteration": 21679, "loss_box_reg": 0.019534550374373794, "loss_cls": 0.055188585771247745, "loss_rpn_cls": 0.001952191462578412, "loss_rpn_loc": 0.005356034176656976, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5448801484890282, "total_loss": 0.0845358447372746}
{"data_time": 0.0033058999106287956, "eta_seconds": 117807.29745926312, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4045086119554204, "fast_rcnn/fg_cls_accuracy": 0.5954913880445796, "iteration": 21699, "loss_box_reg": 0.02041914372239262, "loss_cls": 0.05969229468610138, "loss_rpn_cls": 0.0015797250524656192, "loss_rpn_loc": 0.0039287364852498285, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5376788952853531, "total_loss": 0.08598204985855773}
{"data_time": 0.0034912838600575924, "eta_seconds": 117745.34245430981, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4164046121593291, "fast_rcnn/fg_cls_accuracy": 0.5835953878406708, "iteration": 21719, "loss_box_reg": 0.020210787828546017, "loss_cls": 0.056024555466137826, "loss_rpn_cls": 0.001779475933744834, "loss_rpn_loc": 0.0032713579712435603, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5372099929954857, "total_loss": 0.0827090495814673}
{"data_time": 0.0037870858795940876, "eta_seconds": 117695.14347223449, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3438423645320197, "fast_rcnn/fg_cls_accuracy": 0.6561576354679803, "iteration": 21739, "loss_box_reg": 0.01895705540664494, "loss_cls": 0.05427252035588026, "loss_rpn_cls": 0.0020874630884009093, "loss_rpn_loc": 0.004585882765240967, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392288779839873, "total_loss": 0.08120728916901498}
{"data_time": 0.003662532428279519, "eta_seconds": 117667.16500478913, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35555555555555557, "fast_rcnn/fg_cls_accuracy": 0.6444444444444445, "iteration": 21759, "loss_box_reg": 0.019529156968928874, "loss_cls": 0.05261169740697369, "loss_rpn_cls": 0.002245109237264842, "loss_rpn_loc": 0.004668380977818742, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5353378029540181, "total_loss": 0.08004539115881926}
{"data_time": 0.003538691671565175, "eta_seconds": 117730.35712128691, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.43990042674253205, "fast_rcnn/fg_cls_accuracy": 0.533072546230441, "iteration": 21779, "loss_box_reg": 0.02099359524436295, "loss_cls": 0.05572728824336082, "loss_rpn_cls": 0.0021110139673510275, "loss_rpn_loc": 0.004924544155073818, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431521818973124, "total_loss": 0.08833542066622613}
{"data_time": 0.00349432067014277, "eta_seconds": 117716.98408795637, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4116832779623477, "fast_rcnn/fg_cls_accuracy": 0.5883167220376523, "iteration": 21799, "loss_box_reg": 0.01915268797893077, "loss_cls": 0.055426025995984674, "loss_rpn_cls": 0.0022504953703901265, "loss_rpn_loc": 0.0049139857073896565, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537172764306888, "total_loss": 0.08188765987915758}
{"data_time": 0.003524605417624116, "eta_seconds": 117691.4003601952, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4593406593406594, "fast_rcnn/fg_cls_accuracy": 0.5406593406593406, "iteration": 21819, "loss_box_reg": 0.020082348841242492, "loss_cls": 0.056803167099133134, "loss_rpn_cls": 0.002236792297935608, "loss_rpn_loc": 0.004933335258101579, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5361684379167855, "total_loss": 0.08605546283843069}
{"data_time": 0.0034082885831594467, "eta_seconds": 117664.03929989622, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.42080745341614906, "fast_rcnn/fg_cls_accuracy": 0.543778801843318, "iteration": 21839, "loss_box_reg": 0.021716699935495853, "loss_cls": 0.05682651209644973, "loss_rpn_cls": 0.0019085620156147343, "loss_rpn_loc": 0.005121640300785657, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382742001675069, "total_loss": 0.08817748983483398}
{"data_time": 0.003683397313579917, "eta_seconds": 117571.13537637866, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3847826086956522, "fast_rcnn/fg_cls_accuracy": 0.5772972972972974, "iteration": 21859, "loss_box_reg": 0.019927102723158896, "loss_cls": 0.053619490237906575, "loss_rpn_cls": 0.0018614510470342793, "loss_rpn_loc": 0.004684596504375804, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.536726624937728, "total_loss": 0.08091931042849865}
{"data_time": 0.003412626450881362, "eta_seconds": 117534.86907103518, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3810606060606061, "fast_rcnn/fg_cls_accuracy": 0.6189393939393939, "iteration": 21879, "loss_box_reg": 0.018215782940387726, "loss_cls": 0.051501097972504795, "loss_rpn_cls": 0.0018237155134102068, "loss_rpn_loc": 0.0041632322427176405, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5381957201752812, "total_loss": 0.07798907038795733}
{"data_time": 0.0034721035044640303, "eta_seconds": 117577.81846665055, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3956521739130435, "fast_rcnn/fg_cls_accuracy": 0.6043478260869566, "iteration": 21899, "loss_box_reg": 0.0209356103441678, "loss_cls": 0.05626058008056134, "loss_rpn_cls": 0.0016328930641975603, "loss_rpn_loc": 0.004093875817488879, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5455951988697052, "total_loss": 0.08184621336101827}
{"data_time": 0.003636448411270976, "eta_seconds": 117535.02989261388, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5347222222222222, "fast_rcnn/fg_cls_accuracy": 0.4652777777777778, "iteration": 21919, "loss_box_reg": 0.022246303618885577, "loss_cls": 0.05493824207223952, "loss_rpn_cls": 0.0015138275424533276, "loss_rpn_loc": 0.004250472302373964, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5312397954985499, "total_loss": 0.08518203750440989}
{"data_time": 0.003406051779165864, "eta_seconds": 117509.97951669339, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.510942760942761, "fast_rcnn/fg_cls_accuracy": 0.4890572390572391, "iteration": 21939, "loss_box_reg": 0.01970578741747886, "loss_cls": 0.05626307218335569, "loss_rpn_cls": 0.0019374935029645712, "loss_rpn_loc": 0.0036053530493518338, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5299363993108273, "total_loss": 0.08310707849557275}
{"data_time": 0.0036682419013231993, "eta_seconds": 117477.58293410297, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3857801184990125, "fast_rcnn/fg_cls_accuracy": 0.5463435374149659, "iteration": 21959, "loss_box_reg": 0.01947187981568277, "loss_cls": 0.05682590254582465, "loss_rpn_cls": 0.0016666174319652782, "loss_rpn_loc": 0.004028029790788423, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5320541164837778, "total_loss": 0.08377947371218397}
{"data_time": 0.0034011639654636383, "eta_seconds": 117477.21167872334, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4512820512820513, "fast_rcnn/fg_cls_accuracy": 0.5487179487179488, "iteration": 21979, "loss_box_reg": 0.02019144402584061, "loss_cls": 0.058911436586640775, "loss_rpn_cls": 0.0014975356122022276, "loss_rpn_loc": 0.0038724624282622244, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5374198947101831, "total_loss": 0.08523603437060956}
{"data_time": 0.0034789196215569973, "eta_seconds": 117444.78704770259, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5326241134751772, "fast_rcnn/fg_cls_accuracy": 0.4673758865248227, "iteration": 21999, "loss_box_reg": 0.0186033453210257, "loss_cls": 0.05810262309387326, "loss_rpn_cls": 0.0014922766008567123, "loss_rpn_loc": 0.0055435803878935985, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5369960705284029, "total_loss": 0.0848164182139044}
{"data_time": 0.003601934527978301, "eta_seconds": 117408.89328297134, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5032354405176704, "fast_rcnn/fg_cls_accuracy": 0.40720663265306123, "iteration": 22019, "loss_box_reg": 0.01979168178513646, "loss_cls": 0.05239452491514385, "loss_rpn_cls": 0.001206647685222606, "loss_rpn_loc": 0.005261171849269886, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5407182555645704, "total_loss": 0.08030250251954385}
{"data_time": 0.0034634305629879236, "eta_seconds": 117398.12088599335, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44531864673485444, "fast_rcnn/fg_cls_accuracy": 0.5546813532651456, "iteration": 22039, "loss_box_reg": 0.02011185372248292, "loss_cls": 0.05397166684269905, "loss_rpn_cls": 0.0019897371244042006, "loss_rpn_loc": 0.005599882606475148, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5469391117803752, "total_loss": 0.08573220443531682}
{"data_time": 0.003421056317165494, "eta_seconds": 117412.46294266242, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.29901960784313725, "fast_rcnn/fg_cls_accuracy": 0.7009803921568627, "iteration": 22059, "loss_box_reg": 0.018638790235854685, "loss_cls": 0.05247989995405078, "loss_rpn_cls": 0.0015766625647302135, "loss_rpn_loc": 0.003385338553925976, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5369662060402334, "total_loss": 0.0763256852660561}
{"data_time": 0.0033957974519580603, "eta_seconds": 117361.29121488635, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.541019955654102, "fast_rcnn/fg_cls_accuracy": 0.458980044345898, "iteration": 22079, "loss_box_reg": 0.019509152334649116, "loss_cls": 0.056916407542303205, "loss_rpn_cls": 0.0013376629697177123, "loss_rpn_loc": 0.0035513949769665487, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5352860072162002, "total_loss": 0.08396723115220084}
{"data_time": 0.0036685054656118155, "eta_seconds": 117347.99863793585, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.405, "fast_rcnn/fg_cls_accuracy": 0.595, "iteration": 22099, "loss_box_reg": 0.02111477206926793, "loss_cls": 0.05779672262724489, "loss_rpn_cls": 0.0023477379772884888, "loss_rpn_loc": 0.004777220976393437, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370882325805724, "total_loss": 0.0864358614678622}
{"data_time": 0.0034845878835767508, "eta_seconds": 117299.96775913029, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.42735042735042733, "fast_rcnn/fg_cls_accuracy": 0.5726495726495726, "iteration": 22119, "loss_box_reg": 0.018892255029641092, "loss_cls": 0.05516725103370845, "loss_rpn_cls": 0.002032678668228982, "loss_rpn_loc": 0.004501529347180622, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394237963482738, "total_loss": 0.0843313118630249}
{"data_time": 0.003352132625877857, "eta_seconds": 117289.2004166122, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5194444444444445, "fast_rcnn/fg_cls_accuracy": 0.4805555555555555, "iteration": 22139, "loss_box_reg": 0.017931847600266337, "loss_cls": 0.0545077794813551, "loss_rpn_cls": 0.001611139662855976, "loss_rpn_loc": 0.00345297767125885, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5293786444235593, "total_loss": 0.08142422268628025}
{"data_time": 0.0037115474697202444, "eta_seconds": 117278.43307409412, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.527046783625731, "fast_rcnn/fg_cls_accuracy": 0.4476495726495726, "iteration": 22159, "loss_box_reg": 0.01968663587467745, "loss_cls": 0.0571606753510423, "loss_rpn_cls": 0.0019410670943216246, "loss_rpn_loc": 0.005125195511936909, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363544430583715, "total_loss": 0.08498440493144699}
{"data_time": 0.0035723899491131306, "eta_seconds": 117219.20543908258, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5080645161290323, "fast_rcnn/fg_cls_accuracy": 0.49193548387096775, "iteration": 22179, "loss_box_reg": 0.01960682909702882, "loss_cls": 0.05501930369064212, "loss_rpn_cls": 0.001986997517406053, "loss_rpn_loc": 0.00453697641933104, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380908076185733, "total_loss": 0.0846717696383621}
{"data_time": 0.003417951986193657, "eta_seconds": 117237.51800931618, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44505494505494503, "fast_rcnn/fg_cls_accuracy": 0.554945054945055, "iteration": 22199, "loss_box_reg": 0.019969921151641756, "loss_cls": 0.05670276586897671, "loss_rpn_cls": 0.0018668546190383495, "loss_rpn_loc": 0.004442733254109044, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383600988425314, "total_loss": 0.08487320803124021}
{"data_time": 0.003561258316040039, "eta_seconds": 117246.13104653987, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.45539152759948653, "fast_rcnn/fg_cls_accuracy": 0.5446084724005136, "iteration": 22219, "loss_box_reg": 0.018876366666518152, "loss_cls": 0.057570890057832, "loss_rpn_cls": 0.0013798119916259566, "loss_rpn_loc": 0.004663856670958921, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.550913745071739, "total_loss": 0.08253543412774889}
{"data_time": 0.003668084042146802, "eta_seconds": 117275.1232613877, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.49, "fast_rcnn/fg_cls_accuracy": 0.51, "iteration": 22239, "loss_box_reg": 0.018989124801009893, "loss_cls": 0.056139634223654866, "loss_rpn_cls": 0.001357206177772241, "loss_rpn_loc": 0.0043021113306167535, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5386914743576199, "total_loss": 0.08193070501556576}
{"data_time": 0.003666304051876068, "eta_seconds": 117233.20183524932, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36577708006279436, "fast_rcnn/fg_cls_accuracy": 0.6103238866396761, "iteration": 22259, "loss_box_reg": 0.01951699488563463, "loss_cls": 0.05235258780885488, "loss_rpn_cls": 0.0019400417022552574, "loss_rpn_loc": 0.005273495153232943, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370317914057523, "total_loss": 0.08260194682316069}
{"data_time": 0.00408185925334692, "eta_seconds": 117222.43370229914, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.45670995670995673, "fast_rcnn/fg_cls_accuracy": 0.51619644723093, "iteration": 22279, "loss_box_reg": 0.019873516459483653, "loss_cls": 0.05500930018024519, "loss_rpn_cls": 0.0017914589478777998, "loss_rpn_loc": 0.0041809292961261235, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.53928730962798, "total_loss": 0.083533768238226}
{"data_time": 0.0037370333448052406, "eta_seconds": 117228.75570950797, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4429164504411002, "fast_rcnn/fg_cls_accuracy": 0.5570835495588999, "iteration": 22299, "loss_box_reg": 0.019520236761309206, "loss_cls": 0.05529287306126207, "loss_rpn_cls": 0.001817665589896933, "loss_rpn_loc": 0.005053684875747422, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5432441181037575, "total_loss": 0.08522818064875537}
{"data_time": 0.0036441199481487274, "eta_seconds": 117232.03928463836, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4230578921326076, "fast_rcnn/fg_cls_accuracy": 0.5499031007751938, "iteration": 22319, "loss_box_reg": 0.0213490123860538, "loss_cls": 0.056078326189890504, "loss_rpn_cls": 0.0011184886481032663, "loss_rpn_loc": 0.004376016433525365, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5441449980717152, "total_loss": 0.08517953529917577}
{"data_time": 0.0035264799371361732, "eta_seconds": 117218.74948500353, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.44155844155844154, "fast_rcnn/fg_cls_accuracy": 0.5584415584415584, "iteration": 22339, "loss_box_reg": 0.019810888508800417, "loss_cls": 0.055465709418058395, "loss_rpn_cls": 0.0020178986537757737, "loss_rpn_loc": 0.004791910447238479, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398690239526331, "total_loss": 0.08275954711075428}
{"data_time": 0.00362894288264215, "eta_seconds": 117179.36117049842, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.6017530487804879, "fast_rcnn/fg_cls_accuracy": 0.3982469512195122, "iteration": 22359, "loss_box_reg": 0.018803064012899995, "loss_cls": 0.05454620538512245, "loss_rpn_cls": 0.001381416121375878, "loss_rpn_loc": 0.004185866040643305, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.536354378098622, "total_loss": 0.08299479692232126}
{"data_time": 0.0036218028981238604, "eta_seconds": 117199.72630207636, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3914956011730205, "fast_rcnn/fg_cls_accuracy": 0.5994134897360703, "iteration": 22379, "loss_box_reg": 0.019282687571831048, "loss_cls": 0.05646576709114015, "loss_rpn_cls": 0.002126631203168472, "loss_rpn_loc": 0.0037028346851002425, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.544824922690168, "total_loss": 0.08211671219123673}
{"data_time": 0.0039059200789779425, "eta_seconds": 117204.21774038952, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43074324324324326, "fast_rcnn/fg_cls_accuracy": 0.49609756097560975, "iteration": 22399, "loss_box_reg": 0.01983316196128726, "loss_cls": 0.05296396225458011, "loss_rpn_cls": 0.0020557869479205237, "loss_rpn_loc": 0.004540884106972953, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5471909220796078, "total_loss": 0.08335343315002319}
{"data_time": 0.0034585564862936735, "eta_seconds": 117218.5183124214, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.37455357142857143, "fast_rcnn/fg_cls_accuracy": 0.6254464285714285, "iteration": 22419, "loss_box_reg": 0.019930549489799887, "loss_cls": 0.057743093464523554, "loss_rpn_cls": 0.001682565830378735, "loss_rpn_loc": 0.0047335324343293905, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5373660931363702, "total_loss": 0.08611534615141636}
{"data_time": 0.00346084451302886, "eta_seconds": 117233.112125671, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4630325814536341, "fast_rcnn/fg_cls_accuracy": 0.4923245614035088, "iteration": 22439, "loss_box_reg": 0.019048192829359323, "loss_cls": 0.05867106840014458, "loss_rpn_cls": 0.0019125403266571084, "loss_rpn_loc": 0.004083922951394925, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5482520237565041, "total_loss": 0.08215916323706551}
{"data_time": 0.0037891343235969543, "eta_seconds": 117222.335091908, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4603174603174603, "fast_rcnn/fg_cls_accuracy": 0.5396825396825398, "iteration": 22459, "loss_box_reg": 0.02123218949418515, "loss_cls": 0.05830288911238313, "loss_rpn_cls": 0.0015303568383160382, "loss_rpn_loc": 0.003870859891321743, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539500110084191, "total_loss": 0.08459378618863411}
{"data_time": 0.0035116360522806644, "eta_seconds": 117207.79448570358, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4708049886621315, "fast_rcnn/fg_cls_accuracy": 0.5138888888888888, "iteration": 22479, "loss_box_reg": 0.02069553709588945, "loss_cls": 0.055145128746517, "loss_rpn_cls": 0.0020334263394943264, "loss_rpn_loc": 0.004943779502355028, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5376829819288105, "total_loss": 0.08207340188914714}
{"data_time": 0.0031959395855665207, "eta_seconds": 117188.56117317313, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4121212121212121, "fast_rcnn/fg_cls_accuracy": 0.5878787878787879, "iteration": 22499, "loss_box_reg": 0.019532143254764378, "loss_cls": 0.055561352986842394, "loss_rpn_cls": 0.002425388481015034, "loss_rpn_loc": 0.004718834654340753, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382848752196878, "total_loss": 0.08240096871486458}
{"data_time": 0.0036637349985539913, "eta_seconds": 117177.78526306944, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4413529732678669, "fast_rcnn/fg_cls_accuracy": 0.5543735224586288, "iteration": 22519, "loss_box_reg": 0.01900335802929476, "loss_cls": 0.05329563491977751, "loss_rpn_cls": 0.0017926275284025905, "loss_rpn_loc": 0.0034978213370777667, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537433588411659, "total_loss": 0.07948526839027181}
{"data_time": 0.0036110645160079002, "eta_seconds": 117113.5583485777, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4352159468438538, "fast_rcnn/fg_cls_accuracy": 0.5437756497948016, "iteration": 22539, "loss_box_reg": 0.018940405745524913, "loss_cls": 0.05435420747380704, "loss_rpn_cls": 0.0019299222597055632, "loss_rpn_loc": 0.00564596942422213, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5342596319969743, "total_loss": 0.08300676083990766}
{"data_time": 0.0035350474063307047, "eta_seconds": 117090.11695312313, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4840277777777778, "fast_rcnn/fg_cls_accuracy": 0.5159722222222223, "iteration": 22559, "loss_box_reg": 0.01923997502308339, "loss_cls": 0.05556003423407674, "loss_rpn_cls": 0.001842427879864772, "loss_rpn_loc": 0.004475642890611198, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53883086447604, "total_loss": 0.08308314347732448}
{"data_time": 0.0034546595998108387, "eta_seconds": 117044.71804841212, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3638600328048114, "fast_rcnn/fg_cls_accuracy": 0.6361399671951886, "iteration": 22579, "loss_box_reg": 0.018902793002780527, "loss_cls": 0.059273691033013165, "loss_rpn_cls": 0.002407183290301873, "loss_rpn_loc": 0.004647233254218008, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5377455779816955, "total_loss": 0.08607626248613087}
{"data_time": 0.0034047092776745558, "eta_seconds": 117050.14357509627, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27941176470588236, "fast_rcnn/fg_cls_accuracy": 0.7076470588235295, "iteration": 22599, "loss_box_reg": 0.02033523638965562, "loss_cls": 0.0569487945176661, "loss_rpn_cls": 0.0021691532988370454, "loss_rpn_loc": 0.00410692291916348, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419947837945074, "total_loss": 0.08248014993569086}
{"data_time": 0.0034670280292630196, "eta_seconds": 117001.05125962337, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4173441734417344, "fast_rcnn/fg_cls_accuracy": 0.5826558265582655, "iteration": 22619, "loss_box_reg": 0.01908427511807531, "loss_cls": 0.05546797008719295, "loss_rpn_cls": 0.001779753713435639, "loss_rpn_loc": 0.0041002246653079055, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5366531738545746, "total_loss": 0.08109431199181927}
{"data_time": 0.0038866654504090548, "eta_seconds": 116990.28665266512, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3399234693877551, "fast_rcnn/fg_cls_accuracy": 0.6600765306122449, "iteration": 22639, "loss_box_reg": 0.019391513080336154, "loss_cls": 0.053270353586412966, "loss_rpn_cls": 0.0019727723783944384, "loss_rpn_loc": 0.003932185980374925, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5332672239746898, "total_loss": 0.08056213845543425}
{"data_time": 0.003987732343375683, "eta_seconds": 116960.89600789477, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.42323232323232324, "fast_rcnn/fg_cls_accuracy": 0.5767676767676768, "iteration": 22659, "loss_box_reg": 0.019023042637854815, "loss_cls": 0.057001338398549706, "loss_rpn_cls": 0.002514095332571742, "loss_rpn_loc": 0.0051349973437027074, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352964506018907, "total_loss": 0.08553851609394769}
{"data_time": 0.0033551380038261414, "eta_seconds": 116883.08788684988, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4238782051282051, "fast_rcnn/fg_cls_accuracy": 0.5657051282051282, "iteration": 22679, "loss_box_reg": 0.019747570157051086, "loss_cls": 0.05526606156490743, "loss_rpn_cls": 0.002256805119316141, "loss_rpn_loc": 0.0047383228011312895, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5350097413174808, "total_loss": 0.08466397422807859}
{"data_time": 0.003633583663031459, "eta_seconds": 116881.03637415753, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5516285516285516, "fast_rcnn/fg_cls_accuracy": 0.4483714483714484, "iteration": 22699, "loss_box_reg": 0.018408773583360016, "loss_cls": 0.05483884725254029, "loss_rpn_cls": 0.0018343124429520685, "loss_rpn_loc": 0.004678799497924047, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5386317104566842, "total_loss": 0.0837162851003086}
{"data_time": 0.003781209932640195, "eta_seconds": 116881.08475414384, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5350631136044881, "fast_rcnn/fg_cls_accuracy": 0.4649368863955119, "iteration": 22719, "loss_box_reg": 0.020047970989253372, "loss_cls": 0.05702313291840255, "loss_rpn_cls": 0.002032097436767799, "loss_rpn_loc": 0.0045683326534344815, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384835479781032, "total_loss": 0.08465137309033821}
{"data_time": 0.0033992878161370754, "eta_seconds": 116870.32623547409, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4693130630630631, "fast_rcnn/fg_cls_accuracy": 0.5306869369369369, "iteration": 22739, "loss_box_reg": 0.019180108152795583, "loss_cls": 0.056925066746771336, "loss_rpn_cls": 0.002331655422494805, "loss_rpn_loc": 0.004723675298009766, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411949928384274, "total_loss": 0.08458824040673107}
{"data_time": 0.003695898689329624, "eta_seconds": 116936.44784361403, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.42223502304147464, "fast_rcnn/fg_cls_accuracy": 0.5357142857142857, "iteration": 22759, "loss_box_reg": 0.018094110302627087, "loss_cls": 0.05417920229956508, "loss_rpn_cls": 0.002249743671654869, "loss_rpn_loc": 0.005340330240869662, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399456929881126, "total_loss": 0.08301162916836802}
{"data_time": 0.0033458848483860493, "eta_seconds": 116869.9252631343, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4105263157894737, "fast_rcnn/fg_cls_accuracy": 0.5894736842105264, "iteration": 22779, "loss_box_reg": 0.019047356967348605, "loss_cls": 0.05658234283328056, "loss_rpn_cls": 0.0026737180769487168, "loss_rpn_loc": 0.00366030317672994, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5397688781376928, "total_loss": 0.08339573332466443}
{"data_time": 0.0037991779390722513, "eta_seconds": 116859.16480026348, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.43243243243243246, "fast_rcnn/fg_cls_accuracy": 0.5675675675675675, "iteration": 22799, "loss_box_reg": 0.019312400836497545, "loss_cls": 0.056572765577584505, "loss_rpn_cls": 0.001879773268228746, "loss_rpn_loc": 0.00430262200825382, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5363104594871402, "total_loss": 0.08349440336542102}
{"data_time": 0.0036063746083527803, "eta_seconds": 116864.98369204323, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.44047619047619047, "fast_rcnn/fg_cls_accuracy": 0.5595238095238095, "iteration": 22819, "loss_box_reg": 0.020651017548516393, "loss_cls": 0.0579732907935977, "loss_rpn_cls": 0.002436733094327792, "loss_rpn_loc": 0.003773276497668121, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386449254583567, "total_loss": 0.0854250299787509}
{"data_time": 0.003537601325660944, "eta_seconds": 116854.22170239477, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40700483091787437, "fast_rcnn/fg_cls_accuracy": 0.5929951690821256, "iteration": 22839, "loss_box_reg": 0.01960995321860537, "loss_cls": 0.0536857049446553, "loss_rpn_cls": 0.0019288607252292422, "loss_rpn_loc": 0.005826703218190232, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382247045636177, "total_loss": 0.08145087289608455}
{"data_time": 0.0034151619765907526, "eta_seconds": 116873.07483613375, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.26679841897233203, "fast_rcnn/fg_cls_accuracy": 0.733201581027668, "iteration": 22859, "loss_box_reg": 0.02061457431409508, "loss_cls": 0.05581588170025498, "loss_rpn_cls": 0.0017520948315450369, "loss_rpn_loc": 0.0041969689264078625, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367529038339853, "total_loss": 0.08320236120016489}
{"data_time": 0.0033657392486929893, "eta_seconds": 116862.31011875323, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.48303287380699894, "fast_rcnn/fg_cls_accuracy": 0.5169671261930011, "iteration": 22879, "loss_box_reg": 0.019061712606344372, "loss_cls": 0.05310859938617796, "loss_rpn_cls": 0.0024696947014035686, "loss_rpn_loc": 0.004595293637976283, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5428595982957631, "total_loss": 0.08251038510297803}
{"data_time": 0.0035463236272335052, "eta_seconds": 116805.36248590937, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4652777777777778, "fast_rcnn/fg_cls_accuracy": 0.5225095785440613, "iteration": 22899, "loss_box_reg": 0.018704280315432698, "loss_cls": 0.05834592552855611, "loss_rpn_cls": 0.0023321426276652346, "loss_rpn_loc": 0.003562405639968347, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367275616154075, "total_loss": 0.0832315024476884}
{"data_time": 0.003525779815390706, "eta_seconds": 116851.0467981107, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25914634146341464, "fast_rcnn/fg_cls_accuracy": 0.7028571428571428, "iteration": 22919, "loss_box_reg": 0.02122144994791597, "loss_cls": 0.05267486721277237, "loss_rpn_cls": 0.0018163095764975878, "loss_rpn_loc": 0.005883448917302303, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5373244404327124, "total_loss": 0.08331795178600032}
{"data_time": 0.003438233397901058, "eta_seconds": 116840.28113489761, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.603030303030303, "iteration": 22939, "loss_box_reg": 0.019077751494478434, "loss_cls": 0.05677130771800876, "loss_rpn_cls": 0.002016507901089426, "loss_rpn_loc": 0.003339819304528646, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374240868259221, "total_loss": 0.08244983299630348}
{"data_time": 0.0037746543530374765, "eta_seconds": 116845.33093266631, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38997695852534564, "fast_rcnn/fg_cls_accuracy": 0.6066017316017316, "iteration": 22959, "loss_box_reg": 0.018422414432279766, "loss_cls": 0.05129164224490523, "loss_rpn_cls": 0.0022947497698169173, "loss_rpn_loc": 0.004129413460759679, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538196514127776, "total_loss": 0.07737294107437265}
{"data_time": 0.0034517813473939896, "eta_seconds": 116829.38518167264, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37073170731707317, "fast_rcnn/fg_cls_accuracy": 0.6292682926829268, "iteration": 22979, "loss_box_reg": 0.01990905392449349, "loss_cls": 0.05717097088927403, "loss_rpn_cls": 0.002140231513180879, "loss_rpn_loc": 0.00550545121950563, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364387454465032, "total_loss": 0.08330981075630461}
{"data_time": 0.0036588378716260195, "eta_seconds": 116807.98414525832, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 22999, "loss_box_reg": 0.019475752138532698, "loss_cls": 0.05365906876977533, "loss_rpn_cls": 0.002039217742094479, "loss_rpn_loc": 0.0038295454796752892, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5326878949999809, "total_loss": 0.0838057265855241}
{"data_time": 0.0033918539993464947, "eta_seconds": 116786.95709708962, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4418331374853114, "fast_rcnn/fg_cls_accuracy": 0.5581668625146886, "iteration": 23019, "loss_box_reg": 0.019620171282440424, "loss_cls": 0.05581934587098658, "loss_rpn_cls": 0.0011538252845184616, "loss_rpn_loc": 0.003957467670261394, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399730156641454, "total_loss": 0.08160247283535682}
{"data_time": 0.0034143049269914627, "eta_seconds": 116776.1923797091, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5515202702702703, "fast_rcnn/fg_cls_accuracy": 0.43669871794871795, "iteration": 23039, "loss_box_reg": 0.019953729351982474, "loss_cls": 0.05754225002601743, "loss_rpn_cls": 0.0022297483787951933, "loss_rpn_loc": 0.004858489970501978, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418047297280282, "total_loss": 0.08564136706809222}
{"data_time": 0.003705178154632449, "eta_seconds": 116754.43157423194, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.46794871794871795, "fast_rcnn/fg_cls_accuracy": 0.532051282051282, "iteration": 23059, "loss_box_reg": 0.019106073828879744, "loss_cls": 0.05636074277572334, "loss_rpn_cls": 0.0020782847905138624, "loss_rpn_loc": 0.00532703340286389, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374721300322562, "total_loss": 0.08243507895213043}
{"data_time": 0.0035781695041805506, "eta_seconds": 116725.07782661333, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.5651260504201681, "fast_rcnn/fg_cls_accuracy": 0.416988416988417, "iteration": 23079, "loss_box_reg": 0.01814710139296949, "loss_cls": 0.055000389693304896, "loss_rpn_cls": 0.001679807470054584, "loss_rpn_loc": 0.0046811709871690255, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5344613874331117, "total_loss": 0.08085133794907051}
{"data_time": 0.003354880725964904, "eta_seconds": 116684.40160298068, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4214235377026075, "fast_rcnn/fg_cls_accuracy": 0.5704874835309618, "iteration": 23099, "loss_box_reg": 0.018743927299510688, "loss_cls": 0.05540977884083986, "loss_rpn_cls": 0.0021877434808175167, "loss_rpn_loc": 0.0049875716904352885, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5345226700883359, "total_loss": 0.08301337176908419}
{"data_time": 0.003742723958566785, "eta_seconds": 116673.64237166289, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5825892857142857, "fast_rcnn/fg_cls_accuracy": 0.4174107142857143, "iteration": 23119, "loss_box_reg": 0.02006371709285304, "loss_cls": 0.05634722230024636, "loss_rpn_cls": 0.0019224936797854753, "loss_rpn_loc": 0.0035400229826336727, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5331791427452117, "total_loss": 0.08379793967651494}
{"data_time": 0.0034926729276776314, "eta_seconds": 116662.8831403451, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.43050193050193053, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 23139, "loss_box_reg": 0.01899178931489587, "loss_cls": 0.052788345725275576, "loss_rpn_cls": 0.001268198158186351, "loss_rpn_loc": 0.004808129415323492, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5341598917730153, "total_loss": 0.0806532723725013}
{"data_time": 0.0034222747199237347, "eta_seconds": 116652.12390902732, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4747126436781609, "fast_rcnn/fg_cls_accuracy": 0.5252873563218391, "iteration": 23159, "loss_box_reg": 0.019083006132859737, "loss_cls": 0.055433933390304446, "loss_rpn_cls": 0.0018587924516850762, "loss_rpn_loc": 0.004270763321983395, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5375928895082325, "total_loss": 0.08096033614356202}
{"data_time": 0.0038991663604974747, "eta_seconds": 116680.25604807865, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5624103299856529, "fast_rcnn/fg_cls_accuracy": 0.43758967001434723, "iteration": 23179, "loss_box_reg": 0.019416608673054725, "loss_cls": 0.05770739144645631, "loss_rpn_cls": 0.002004313651298162, "loss_rpn_loc": 0.004649976457585581, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415193331427872, "total_loss": 0.0830520093445557}
{"data_time": 0.0035132577177137136, "eta_seconds": 116679.75942797586, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4676113360323887, "fast_rcnn/fg_cls_accuracy": 0.4642857142857143, "iteration": 23199, "loss_box_reg": 0.020730389456730336, "loss_cls": 0.05589900282211602, "loss_rpn_cls": 0.002147856725287056, "loss_rpn_loc": 0.004135260547627695, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5406412237789482, "total_loss": 0.08245473499812306}
{"data_time": 0.003507882123813033, "eta_seconds": 116658.73041060846, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34755067567567566, "fast_rcnn/fg_cls_accuracy": 0.6524493243243243, "iteration": 23219, "loss_box_reg": 0.018498821009416133, "loss_cls": 0.053896083030849695, "loss_rpn_cls": 0.001512479102530051, "loss_rpn_loc": 0.00406043210750795, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5369893810711801, "total_loss": 0.07938612749012464}
{"data_time": 0.0034779056441038847, "eta_seconds": 116630.74664463825, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44315245478036175, "fast_rcnn/fg_cls_accuracy": 0.5568475452196382, "iteration": 23239, "loss_box_reg": 0.018351306789554656, "loss_cls": 0.05308332317508757, "loss_rpn_cls": 0.002046453731963993, "loss_rpn_loc": 0.004191352585621644, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5358346349094063, "total_loss": 0.07959818634469684}
{"data_time": 0.003415078856050968, "eta_seconds": 116637.20477313828, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.42926356589147285, "fast_rcnn/fg_cls_accuracy": 0.5707364341085271, "iteration": 23259, "loss_box_reg": 0.01951270567951724, "loss_cls": 0.056210155598819256, "loss_rpn_cls": 0.0017640859027778788, "loss_rpn_loc": 0.005261333673843183, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.540364915272221, "total_loss": 0.08439012750181973}
{"data_time": 0.00348288263194263, "eta_seconds": 116609.22418503626, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.40408163265306124, "fast_rcnn/fg_cls_accuracy": 0.5959183673469388, "iteration": 23279, "loss_box_reg": 0.019672663242090493, "loss_cls": 0.05512120481580496, "loss_rpn_cls": 0.002154554334083514, "loss_rpn_loc": 0.004995104281988461, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382586005143821, "total_loss": 0.0834975528796349}
{"data_time": 0.0036721411161124706, "eta_seconds": 116563.97675927589, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4584717607973422, "fast_rcnn/fg_cls_accuracy": 0.5111331024245422, "iteration": 23299, "loss_box_reg": 0.019531508907675743, "loss_cls": 0.05670480971457437, "loss_rpn_cls": 0.0018302799905995926, "loss_rpn_loc": 0.0043706506985472515, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5359272400382906, "total_loss": 0.08528499629278485}
{"data_time": 0.0037844793405383825, "eta_seconds": 116537.77839604346, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.45341614906832295, "fast_rcnn/fg_cls_accuracy": 0.5465838509316769, "iteration": 23319, "loss_box_reg": 0.01884447524207644, "loss_cls": 0.05502426146995276, "loss_rpn_cls": 0.001364182734505448, "loss_rpn_loc": 0.004229028483678121, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5344083264935762, "total_loss": 0.07860943363084516}
{"data_time": 0.003511259565129876, "eta_seconds": 116523.67941867211, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5317307692307692, "fast_rcnn/fg_cls_accuracy": 0.46826923076923077, "iteration": 23339, "loss_box_reg": 0.01994687400292605, "loss_cls": 0.059781093848869205, "loss_rpn_cls": 0.0017704107876852504, "loss_rpn_loc": 0.004722230434708763, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5303719299845397, "total_loss": 0.08686738738390432}
{"data_time": 0.003511677496135235, "eta_seconds": 116512.92310540681, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40977742448330684, "fast_rcnn/fg_cls_accuracy": 0.5849673202614379, "iteration": 23359, "loss_box_reg": 0.01871456508524716, "loss_cls": 0.05370443966239691, "loss_rpn_cls": 0.001572711783410341, "loss_rpn_loc": 0.0045203960253275, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345278508029878, "total_loss": 0.07962977208381972}
{"data_time": 0.00369331706315279, "eta_seconds": 116501.21541774413, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4727053140096618, "fast_rcnn/fg_cls_accuracy": 0.4936507936507936, "iteration": 23379, "loss_box_reg": 0.0203327180352062, "loss_cls": 0.05559786641970277, "loss_rpn_cls": 0.0020096601433579053, "loss_rpn_loc": 0.005881879304070026, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413980954326689, "total_loss": 0.08378140826891922}
{"data_time": 0.0035052974708378315, "eta_seconds": 116478.1290802008, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3971576227390181, "fast_rcnn/fg_cls_accuracy": 0.5488888888888889, "iteration": 23399, "loss_box_reg": 0.018334741005674005, "loss_cls": 0.05389277788344771, "loss_rpn_cls": 0.0016999138723576834, "loss_rpn_loc": 0.004507012657995801, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5394067249726504, "total_loss": 0.08012202974168758}
{"data_time": 0.003486872185021639, "eta_seconds": 116480.6541656109, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4771181199752629, "fast_rcnn/fg_cls_accuracy": 0.5228818800247372, "iteration": 23419, "loss_box_reg": 0.01979524368653074, "loss_cls": 0.0592311539221555, "loss_rpn_cls": 0.0017640397441027744, "loss_rpn_loc": 0.004384884181490634, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5490646257530898, "total_loss": 0.08340985807717516}
{"data_time": 0.003417600877583027, "eta_seconds": 116456.61890636408, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3340501792114695, "fast_rcnn/fg_cls_accuracy": 0.6014336917562724, "iteration": 23439, "loss_box_reg": 0.018603259522933513, "loss_cls": 0.05832468089647591, "loss_rpn_cls": 0.0018572566214061226, "loss_rpn_loc": 0.004149864267674275, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363056471105665, "total_loss": 0.0870059706990105}
{"data_time": 0.0033698435872793198, "eta_seconds": 116445.86381944572, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46722972972972976, "fast_rcnn/fg_cls_accuracy": 0.5028067361668003, "iteration": 23459, "loss_box_reg": 0.018458212492987514, "loss_cls": 0.05503362766467035, "loss_rpn_cls": 0.001888526798438761, "loss_rpn_loc": 0.004084804982994683, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416582929901779, "total_loss": 0.08114412965778683}
{"data_time": 0.003628934035077691, "eta_seconds": 116454.8113357171, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5256578947368421, "fast_rcnn/fg_cls_accuracy": 0.4743421052631579, "iteration": 23479, "loss_box_reg": 0.018998017243575305, "loss_cls": 0.05398525611963123, "loss_rpn_cls": 0.0015757652784031961, "loss_rpn_loc": 0.004799231632205192, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5482239844277501, "total_loss": 0.08386355150901181}
{"data_time": 0.0036234883591532707, "eta_seconds": 116444.05442887335, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.47063492063492063, "fast_rcnn/fg_cls_accuracy": 0.5293650793650794, "iteration": 23499, "loss_box_reg": 0.018357121327426285, "loss_cls": 0.05725689372047782, "loss_rpn_cls": 0.0016801154625909476, "loss_rpn_loc": 0.004694724993896671, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401668425183743, "total_loss": 0.07934415132808681}
{"data_time": 0.003619353985413909, "eta_seconds": 116435.92101954971, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4660633484162896, "fast_rcnn/fg_cls_accuracy": 0.5339366515837104, "iteration": 23519, "loss_box_reg": 0.020140940905548632, "loss_cls": 0.05154811660759151, "loss_rpn_cls": 0.001637426093338945, "loss_rpn_loc": 0.004927331174258143, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389598777983338, "total_loss": 0.08207544700781}
{"data_time": 0.0034787070471793413, "eta_seconds": 116523.74040595186, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2602599179206566, "fast_rcnn/fg_cls_accuracy": 0.7397400820793434, "iteration": 23539, "loss_box_reg": 0.019868577655870467, "loss_cls": 0.0548702118685469, "loss_rpn_cls": 0.0020904900402456406, "loss_rpn_loc": 0.005134214734425768, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447360181715339, "total_loss": 0.08298660283071513}
{"data_time": 0.003710307879373431, "eta_seconds": 116546.39516131254, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31009615384615385, "fast_rcnn/fg_cls_accuracy": 0.6899038461538461, "iteration": 23559, "loss_box_reg": 0.018466932408045977, "loss_cls": 0.057124295039102435, "loss_rpn_cls": 0.0024422560145467287, "loss_rpn_loc": 0.004545670744846575, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419355975463986, "total_loss": 0.08198298871525367}
{"data_time": 0.003431160468608141, "eta_seconds": 116568.8425855597, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.426033934252386, "fast_rcnn/fg_cls_accuracy": 0.573966065747614, "iteration": 23579, "loss_box_reg": 0.019046923436690122, "loss_cls": 0.060177838313393295, "loss_rpn_cls": 0.0018432786391713307, "loss_rpn_loc": 0.004587163639371283, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5391074486542493, "total_loss": 0.08628188179568497}
{"data_time": 0.003665853990241885, "eta_seconds": 116491.44163423614, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.47619047619047616, "fast_rcnn/fg_cls_accuracy": 0.5157450076804916, "iteration": 23599, "loss_box_reg": 0.01835475896950811, "loss_cls": 0.05187814764212817, "loss_rpn_cls": 0.0020085547615735777, "loss_rpn_loc": 0.00467112212209031, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5367496118415147, "total_loss": 0.07837849738524483}
{"data_time": 0.00352407805621624, "eta_seconds": 116537.31367356051, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.53584229390681, "fast_rcnn/fg_cls_accuracy": 0.46415770609318996, "iteration": 23619, "loss_box_reg": 0.01954678911715746, "loss_cls": 0.05497942236252129, "loss_rpn_cls": 0.0015944377028063172, "loss_rpn_loc": 0.006397042943717679, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380505551584065, "total_loss": 0.0848533388038959}
{"data_time": 0.003604957601055503, "eta_seconds": 116526.54218126927, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.42115027829313545, "fast_rcnn/fg_cls_accuracy": 0.5788497217068646, "iteration": 23639, "loss_box_reg": 0.01990032207686454, "loss_cls": 0.05827489076182246, "loss_rpn_cls": 0.0019994596352717053, "loss_rpn_loc": 0.004556048530503176, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5364889786578715, "total_loss": 0.08725618394055346}
{"data_time": 0.0036690712440758944, "eta_seconds": 116539.74180689757, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4527093596059113, "fast_rcnn/fg_cls_accuracy": 0.5472906403940887, "iteration": 23659, "loss_box_reg": 0.019110013905446976, "loss_cls": 0.054278843803331256, "loss_rpn_cls": 0.0018767699173452002, "loss_rpn_loc": 0.0038331290634232573, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417259400710464, "total_loss": 0.07858811997465409}
{"data_time": 0.003437907202169299, "eta_seconds": 116532.1450950501, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4081521739130435, "fast_rcnn/fg_cls_accuracy": 0.584375, "iteration": 23679, "loss_box_reg": 0.018571916967630386, "loss_cls": 0.052292773383669555, "loss_rpn_cls": 0.0013529410038017886, "loss_rpn_loc": 0.00454648209415609, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.53980618622154, "total_loss": 0.07961677770026654}
{"data_time": 0.003829708555713296, "eta_seconds": 116524.24572745967, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36, "fast_rcnn/fg_cls_accuracy": 0.6399999999999999, "iteration": 23699, "loss_box_reg": 0.019008507952094078, "loss_cls": 0.056209392205346376, "loss_rpn_cls": 0.0022222974066608003, "loss_rpn_loc": 0.004243245108227711, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5477166923228651, "total_loss": 0.08316017052197822}
{"data_time": 0.0035186009481549263, "eta_seconds": 116513.47145958967, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4409722222222222, "fast_rcnn/fg_cls_accuracy": 0.5590277777777778, "iteration": 23719, "loss_box_reg": 0.01789008529158309, "loss_cls": 0.052646061521954834, "loss_rpn_cls": 0.0016434139042758034, "loss_rpn_loc": 0.004834988067159429, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389685346744955, "total_loss": 0.0798420413381109}
{"data_time": 0.0034473841078579426, "eta_seconds": 116491.42001362075, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4448051948051948, "fast_rcnn/fg_cls_accuracy": 0.5551948051948052, "iteration": 23739, "loss_box_reg": 0.01869316044030711, "loss_cls": 0.05604641837999225, "loss_rpn_cls": 0.0020061831501152483, "loss_rpn_loc": 0.003665223135612905, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335021573118865, "total_loss": 0.08316780557584025}
{"data_time": 0.0033435404766350985, "eta_seconds": 116485.87326519401, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.49468085106382975, "fast_rcnn/fg_cls_accuracy": 0.5053191489361701, "iteration": 23759, "loss_box_reg": 0.019153963890857995, "loss_cls": 0.05787886050529778, "loss_rpn_cls": 0.0017786279870506405, "loss_rpn_loc": 0.00485678696713876, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5413307512644678, "total_loss": 0.08389046978231818}
{"data_time": 0.003517871256917715, "eta_seconds": 116475.0995568533, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.39890840056953014, "fast_rcnn/fg_cls_accuracy": 0.5316077650572424, "iteration": 23779, "loss_box_reg": 0.018740011437330395, "loss_cls": 0.05410455213859677, "loss_rpn_cls": 0.002262015515952953, "loss_rpn_loc": 0.005734390382713173, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391626586206257, "total_loss": 0.08300374749001094}
{"data_time": 0.0033024565782397985, "eta_seconds": 116470.37438810966, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4293817356778219, "fast_rcnn/fg_cls_accuracy": 0.5706182643221781, "iteration": 23799, "loss_box_reg": 0.019218075380194932, "loss_cls": 0.055262056877836585, "loss_rpn_cls": 0.001058491406183748, "loss_rpn_loc": 0.004500087794440333, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406386633403599, "total_loss": 0.08010179137068008}
{"data_time": 0.0036487269680947065, "eta_seconds": 116456.72708055633, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4014014014014014, "fast_rcnn/fg_cls_accuracy": 0.5985985985985987, "iteration": 23819, "loss_box_reg": 0.019042287254706025, "loss_cls": 0.05511949851643294, "loss_rpn_cls": 0.001560096584398707, "loss_rpn_loc": 0.004477883798244875, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364572773687541, "total_loss": 0.07996129371349525}
{"data_time": 0.0037397260311990976, "eta_seconds": 116454.80326540163, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4347953216374269, "fast_rcnn/fg_cls_accuracy": 0.565204678362573, "iteration": 23839, "loss_box_reg": 0.019130838103592396, "loss_cls": 0.05456583888735622, "loss_rpn_cls": 0.0019111583920903286, "loss_rpn_loc": 0.004274768129107542, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5397275884170085, "total_loss": 0.08007051118613617}
{"data_time": 0.003404566552489996, "eta_seconds": 116438.05158449966, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4797570850202429, "fast_rcnn/fg_cls_accuracy": 0.5074224021592443, "iteration": 23859, "loss_box_reg": 0.01860978006152436, "loss_cls": 0.05302080838009715, "loss_rpn_cls": 0.0014668415549294878, "loss_rpn_loc": 0.0041968357836594805, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5312435366213322, "total_loss": 0.07751024323420097}
{"data_time": 0.0033521426375955343, "eta_seconds": 116433.25362355774, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4520851818988465, "fast_rcnn/fg_cls_accuracy": 0.5479148181011535, "iteration": 23879, "loss_box_reg": 0.019100849924143404, "loss_cls": 0.05496645672246814, "loss_rpn_cls": 0.00168755447566582, "loss_rpn_loc": 0.004457597322470974, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540753165492788, "total_loss": 0.0825237305207338}
{"data_time": 0.003428786527365446, "eta_seconds": 116456.01365644787, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4467120181405896, "fast_rcnn/fg_cls_accuracy": 0.5532879818594104, "iteration": 23899, "loss_box_reg": 0.01889958733227104, "loss_cls": 0.05728737649042159, "loss_rpn_cls": 0.0014305378882681907, "loss_rpn_loc": 0.004149210544710513, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397967936005443, "total_loss": 0.08455308516499827}
{"data_time": 0.003556471085175872, "eta_seconds": 116411.70398171386, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48057713651498335, "fast_rcnn/fg_cls_accuracy": 0.5194228634850167, "iteration": 23919, "loss_box_reg": 0.01821334846317768, "loss_cls": 0.05651567270979285, "loss_rpn_cls": 0.0017029726727741945, "loss_rpn_loc": 0.0038968783410382457, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5343161406926811, "total_loss": 0.08023242335707437}
{"data_time": 0.003791766706854105, "eta_seconds": 116420.29923981568, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5490697674418605, "fast_rcnn/fg_cls_accuracy": 0.4509302325581396, "iteration": 23939, "loss_box_reg": 0.019569694064557552, "loss_cls": 0.054873193614184856, "loss_rpn_cls": 0.002018956732968036, "loss_rpn_loc": 0.005987490381812677, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357594355009496, "total_loss": 0.08258535814513834}
{"data_time": 0.003415547776967287, "eta_seconds": 116390.15433986997, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.29583333333333334, "fast_rcnn/fg_cls_accuracy": 0.7041666666666666, "iteration": 23959, "loss_box_reg": 0.019303473352920264, "loss_cls": 0.05328819598071277, "loss_rpn_cls": 0.0019938267130328313, "loss_rpn_loc": 0.0052196782125975005, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5376914530061185, "total_loss": 0.0811552166711067}
{"data_time": 0.003333751345053315, "eta_seconds": 116398.74601193285, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3891891891891892, "fast_rcnn/fg_cls_accuracy": 0.5954545454545455, "iteration": 23979, "loss_box_reg": 0.019880571984685957, "loss_cls": 0.05745971924625337, "loss_rpn_cls": 0.0017027585313371674, "loss_rpn_loc": 0.003501410290482454, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5315365868154913, "total_loss": 0.0853085990688669}
{"data_time": 0.0032877051271498203, "eta_seconds": 116387.96939799143, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3904761904761905, "fast_rcnn/fg_cls_accuracy": 0.6095238095238096, "iteration": 23999, "loss_box_reg": 0.017444059427361935, "loss_cls": 0.05518087558448315, "loss_rpn_cls": 0.0026161312252099833, "loss_rpn_loc": 0.0032503392721991986, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.537073089974001, "total_loss": 0.08140933520189719}
{"data_time": 0.0038142860867083073, "eta_seconds": 116399.17011187878, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.5941176470588235, "iteration": 24019, "loss_box_reg": 0.019030688097700477, "loss_cls": 0.0527402168372646, "loss_rpn_cls": 0.0018396638361082296, "loss_rpn_loc": 0.004508914513280615, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5475799990817904, "total_loss": 0.08195985894531077}
{"data_time": 0.003560932818800211, "eta_seconds": 116347.0550561822, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41689560439560436, "fast_rcnn/fg_cls_accuracy": 0.5378861003861004, "iteration": 24039, "loss_box_reg": 0.018997876439243555, "loss_cls": 0.056771751726046205, "loss_rpn_cls": 0.0015232377452321089, "loss_rpn_loc": 0.0044041014480171725, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348380524665117, "total_loss": 0.08301357094205741}
{"data_time": 0.0034440704621374607, "eta_seconds": 116355.63955616718, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3371212121212121, "fast_rcnn/fg_cls_accuracy": 0.6462121212121212, "iteration": 24059, "loss_box_reg": 0.019083300256170332, "loss_cls": 0.0561422542668879, "loss_rpn_cls": 0.002218785559080061, "loss_rpn_loc": 0.0036881784617435187, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5359003972262144, "total_loss": 0.0805343686033666}
{"data_time": 0.0036660588812083006, "eta_seconds": 116376.24592860998, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5188461538461538, "fast_rcnn/fg_cls_accuracy": 0.48115384615384615, "iteration": 24079, "loss_box_reg": 0.02002886642003432, "loss_cls": 0.05448447493836284, "loss_rpn_cls": 0.002375582863805903, "loss_rpn_loc": 0.006487468795967288, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5409475660417229, "total_loss": 0.08225065727219771}
{"data_time": 0.003511233953759074, "eta_seconds": 116390.2218200122, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 24099, "loss_box_reg": 0.01831189513904974, "loss_cls": 0.05766250379383564, "loss_rpn_cls": 0.0013796311272926687, "loss_rpn_loc": 0.004406450396345463, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5369386284146458, "total_loss": 0.08490795979560062}
{"data_time": 0.0033356216736137867, "eta_seconds": 116360.97387205646, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.383578431372549, "fast_rcnn/fg_cls_accuracy": 0.6087962962962963, "iteration": 24119, "loss_box_reg": 0.019342188024893403, "loss_cls": 0.05414445564383641, "loss_rpn_cls": 0.0010515124046150959, "loss_rpn_loc": 0.0034919185272883624, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.536241298308596, "total_loss": 0.08101867060645418}
{"data_time": 0.003533358918502927, "eta_seconds": 116418.90297389915, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.42784552845528456, "fast_rcnn/fg_cls_accuracy": 0.5559980089596814, "iteration": 24139, "loss_box_reg": 0.017427904647774994, "loss_cls": 0.050963086541742086, "loss_rpn_cls": 0.0017664632287051063, "loss_rpn_loc": 0.004034612371469848, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5446967799216509, "total_loss": 0.07596846072988228}
{"data_time": 0.003657951019704342, "eta_seconds": 116428.86709868093, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.44542002847650686, "fast_rcnn/fg_cls_accuracy": 0.5545799715234931, "iteration": 24159, "loss_box_reg": 0.018080182373523712, "loss_cls": 0.054936427040956914, "loss_rpn_cls": 0.0014736463501776598, "loss_rpn_loc": 0.004613660472386982, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5297797678504139, "total_loss": 0.08197599448863002}
{"data_time": 0.004154368536546826, "eta_seconds": 116390.12366940803, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.609375, "iteration": 24179, "loss_box_reg": 0.018143428140319884, "loss_cls": 0.052503063809126616, "loss_rpn_cls": 0.0012393209341325928, "loss_rpn_loc": 0.004744383699289756, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5399399132002145, "total_loss": 0.07593977707824706}
{"data_time": 0.0037775023374706507, "eta_seconds": 116407.29031445575, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5126984126984127, "fast_rcnn/fg_cls_accuracy": 0.4873015873015873, "iteration": 24199, "loss_box_reg": 0.02012823722907342, "loss_cls": 0.06018399726599455, "loss_rpn_cls": 0.0018787150395382923, "loss_rpn_loc": 0.004339288645496708, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5443991215433925, "total_loss": 0.08572246567837283}
{"data_time": 0.003302820725366473, "eta_seconds": 116343.04665840603, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4011437908496732, "fast_rcnn/fg_cls_accuracy": 0.5988562091503268, "iteration": 24219, "loss_box_reg": 0.018900493625551462, "loss_cls": 0.05474393937038258, "loss_rpn_cls": 0.0017524440265788144, "loss_rpn_loc": 0.005757714701758232, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5358771425671875, "total_loss": 0.08147797257151979}
{"data_time": 0.003685613861307502, "eta_seconds": 116347.28482204443, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.44281045751633985, "fast_rcnn/fg_cls_accuracy": 0.5147058823529411, "iteration": 24239, "loss_box_reg": 0.019332790281623602, "loss_cls": 0.056952559330966324, "loss_rpn_cls": 0.0018011753728615076, "loss_rpn_loc": 0.003993289945356082, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5359031080733985, "total_loss": 0.08250668836592467}
{"data_time": 0.003769567469134927, "eta_seconds": 116374.92513811798, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 24259, "loss_box_reg": 0.017731427622493356, "loss_cls": 0.0545251255389303, "loss_rpn_cls": 0.0022734510468751523, "loss_rpn_loc": 0.00391015452623833, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5443172978702933, "total_loss": 0.07776993669472176}
{"data_time": 0.0036092509981244802, "eta_seconds": 116325.7151621296, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4037456445993031, "fast_rcnn/fg_cls_accuracy": 0.5811444652908067, "iteration": 24279, "loss_box_reg": 0.019246443291194737, "loss_cls": 0.052288365084677935, "loss_rpn_cls": 0.0018092051918756624, "loss_rpn_loc": 0.006218051625182852, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5363968366291374, "total_loss": 0.08269482178866383}
{"data_time": 0.0035588289611041546, "eta_seconds": 116353.3483538928, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3944353518821604, "fast_rcnn/fg_cls_accuracy": 0.6055646481178396, "iteration": 24299, "loss_box_reg": 0.019156105467118323, "loss_cls": 0.05495937436353415, "loss_rpn_cls": 0.0017328535476508478, "loss_rpn_loc": 0.006030847782312776, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5389157314784825, "total_loss": 0.08263614545245446}
{"data_time": 0.003570979693904519, "eta_seconds": 116391.34265505709, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3335365853658536, "fast_rcnn/fg_cls_accuracy": 0.6389534883720931, "iteration": 24319, "loss_box_reg": 0.018900033610407263, "loss_cls": 0.05845086672343314, "loss_rpn_cls": 0.0018394682338112034, "loss_rpn_loc": 0.003748884395463392, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5460209678858519, "total_loss": 0.08290564769993125}
{"data_time": 0.0035603544674813747, "eta_seconds": 116404.95004667924, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 24339, "loss_box_reg": 0.017589208611752838, "loss_cls": 0.05492720881011337, "loss_rpn_cls": 0.0019517631958478887, "loss_rpn_loc": 0.003539538709446788, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5405125578399748, "total_loss": 0.0767916849138146}
{"data_time": 0.0034774388186633587, "eta_seconds": 116347.77513151662, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.514821272885789, "iteration": 24359, "loss_box_reg": 0.019677982083521783, "loss_cls": 0.053818388492800295, "loss_rpn_cls": 0.0017306160596035625, "loss_rpn_loc": 0.00516950580640696, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5315015909727663, "total_loss": 0.08186025841905575}
{"data_time": 0.0035765855573117733, "eta_seconds": 116383.35968958237, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32176470588235295, "fast_rcnn/fg_cls_accuracy": 0.6608159392789374, "iteration": 24379, "loss_box_reg": 0.01921801269054413, "loss_cls": 0.05787136987783015, "loss_rpn_cls": 0.001609843378446385, "loss_rpn_loc": 0.004258076343830908, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411899844184518, "total_loss": 0.08504490534119213}
{"data_time": 0.003399320412427187, "eta_seconds": 116326.19337755861, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3880952380952381, "fast_rcnn/fg_cls_accuracy": 0.569047619047619, "iteration": 24399, "loss_box_reg": 0.018007578561082482, "loss_cls": 0.05283398018218577, "loss_rpn_cls": 0.002531054347286954, "loss_rpn_loc": 0.004225291424518218, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346875856630504, "total_loss": 0.07748195513772771}
{"data_time": 0.0037041252944618464, "eta_seconds": 116294.28283040039, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4540441176470588, "fast_rcnn/fg_cls_accuracy": 0.5459558823529411, "iteration": 24419, "loss_box_reg": 0.01701835513813421, "loss_cls": 0.05273170780856162, "loss_rpn_cls": 0.0016568217281474062, "loss_rpn_loc": 0.003789512124058092, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393017155583948, "total_loss": 0.0765276917461506}
{"data_time": 0.003683945629745722, "eta_seconds": 116304.61162360059, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.424812030075188, "fast_rcnn/fg_cls_accuracy": 0.5651260504201681, "iteration": 24439, "loss_box_reg": 0.020790281530935317, "loss_cls": 0.05254084279295057, "loss_rpn_cls": 0.0017832540188464918, "loss_rpn_loc": 0.005064516320999246, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5472872033715248, "total_loss": 0.080778934898035}
{"data_time": 0.0033945422619581223, "eta_seconds": 116272.70499509387, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5166666666666666, "fast_rcnn/fg_cls_accuracy": 0.48333333333333334, "iteration": 24459, "loss_box_reg": 0.018116617400664836, "loss_cls": 0.056242860038764775, "loss_rpn_cls": 0.0017521728063911723, "loss_rpn_loc": 0.004461976081074681, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5370720089413226, "total_loss": 0.08097104541661793}
{"data_time": 0.0035779669415205717, "eta_seconds": 116239.45485474775, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.41488095238095235, "fast_rcnn/fg_cls_accuracy": 0.5851190476190475, "iteration": 24479, "loss_box_reg": 0.019730721949599683, "loss_cls": 0.054424294736236334, "loss_rpn_cls": 0.0016268219720814159, "loss_rpn_loc": 0.004316387363360263, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5442717571277171, "total_loss": 0.08090820839879598}
{"data_time": 0.0037289317697286606, "eta_seconds": 116228.6680214596, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3487224157955865, "fast_rcnn/fg_cls_accuracy": 0.6512775842044134, "iteration": 24499, "loss_box_reg": 0.018791173119097948, "loss_cls": 0.055635105818510056, "loss_rpn_cls": 0.0018954558152017853, "loss_rpn_loc": 0.004588692227116553, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5441055481787771, "total_loss": 0.08112986594755967}
{"data_time": 0.00356884952634573, "eta_seconds": 116217.88118817145, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44242424242424244, "fast_rcnn/fg_cls_accuracy": 0.5325757575757576, "iteration": 24519, "loss_box_reg": 0.018904567346908152, "loss_cls": 0.056888261111453176, "loss_rpn_cls": 0.002107531587171252, "loss_rpn_loc": 0.004398525441501988, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.535457665566355, "total_loss": 0.08430732036185873}
{"data_time": 0.003567294916138053, "eta_seconds": 116142.25444750884, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5588235294117647, "fast_rcnn/fg_cls_accuracy": 0.39646464646464646, "iteration": 24539, "loss_box_reg": 0.01894224720308557, "loss_cls": 0.05561477842275053, "loss_rpn_cls": 0.0012819319921959504, "loss_rpn_loc": 0.004750020249048248, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5419635970611125, "total_loss": 0.08276680654944357}
{"data_time": 0.0037429356016218662, "eta_seconds": 116131.47363293474, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.40632183908045977, "fast_rcnn/fg_cls_accuracy": 0.5936781609195403, "iteration": 24559, "loss_box_reg": 0.01896524493349716, "loss_cls": 0.05379503412405029, "loss_rpn_cls": 0.002001163841214293, "loss_rpn_loc": 0.005030198939493857, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5368634394835681, "total_loss": 0.07757382545946712}
{"data_time": 0.003596913069486618, "eta_seconds": 116148.60537312669, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4230263157894737, "fast_rcnn/fg_cls_accuracy": 0.5769736842105263, "iteration": 24579, "loss_box_reg": 0.020702023757621646, "loss_cls": 0.05750109429936856, "loss_rpn_cls": 0.0017334209732098316, "loss_rpn_loc": 0.003596648653910961, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5461005764082074, "total_loss": 0.08455042290461279}
{"data_time": 0.003878244897350669, "eta_seconds": 116191.52247220394, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45286195286195285, "fast_rcnn/fg_cls_accuracy": 0.5471380471380471, "iteration": 24599, "loss_box_reg": 0.018003473756834865, "loss_cls": 0.05360431340523064, "loss_rpn_cls": 0.0016283564488048796, "loss_rpn_loc": 0.004438949057657737, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5485073337331414, "total_loss": 0.07710403494047569}
{"data_time": 0.0034644436091184616, "eta_seconds": 116163.94702173071, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3952581032412965, "fast_rcnn/fg_cls_accuracy": 0.5866160417655435, "iteration": 24619, "loss_box_reg": 0.01856613071868196, "loss_cls": 0.05725577927660197, "loss_rpn_cls": 0.002205308818247431, "loss_rpn_loc": 0.0045657144946744666, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5345235981512815, "total_loss": 0.08398814429529011}
{"data_time": 0.003771572606638074, "eta_seconds": 116169.94568797876, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4816860465116279, "fast_rcnn/fg_cls_accuracy": 0.48201219512195126, "iteration": 24639, "loss_box_reg": 0.01812688901554793, "loss_cls": 0.05609580804593861, "loss_rpn_cls": 0.0017471834243565354, "loss_rpn_loc": 0.003563662088708952, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5467131217010319, "total_loss": 0.07968271633433233}
{"data_time": 0.003975799540057778, "eta_seconds": 116159.15729586617, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.45584415584415583, "fast_rcnn/fg_cls_accuracy": 0.5441558441558441, "iteration": 24659, "loss_box_reg": 0.020070191414561123, "loss_cls": 0.05754871806129813, "loss_rpn_cls": 0.002001430137170246, "loss_rpn_loc": 0.0042461548327992205, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432657694909722, "total_loss": 0.08470809572645521}
{"data_time": 0.0036899924743920565, "eta_seconds": 116142.04658988281, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5727272727272728, "fast_rcnn/fg_cls_accuracy": 0.42727272727272725, "iteration": 24679, "loss_box_reg": 0.018940035544801503, "loss_cls": 0.053782250033691525, "loss_rpn_cls": 0.002023706320187557, "loss_rpn_loc": 0.004271618512575515, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5332360125612468, "total_loss": 0.07869122571992193}
{"data_time": 0.0034950070548802614, "eta_seconds": 116131.25878501567, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.30170987313844455, "fast_rcnn/fg_cls_accuracy": 0.6982901268615554, "iteration": 24699, "loss_box_reg": 0.01830531912855804, "loss_cls": 0.05774529720656574, "loss_rpn_cls": 0.002308496217153788, "loss_rpn_loc": 0.0042615597558324225, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5449615735560656, "total_loss": 0.08320753485713794}
{"data_time": 0.0035868030972778797, "eta_seconds": 116061.55726941675, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4361111111111111, "fast_rcnn/fg_cls_accuracy": 0.5638888888888889, "iteration": 24719, "loss_box_reg": 0.017755653068888932, "loss_cls": 0.05379743978846818, "loss_rpn_cls": 0.001284035438857245, "loss_rpn_loc": 0.004841962618229445, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53405158710666, "total_loss": 0.07749727201348833}
{"data_time": 0.003534710267558694, "eta_seconds": 116050.77493774146, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4470108695652174, "fast_rcnn/fg_cls_accuracy": 0.5348970251716247, "iteration": 24739, "loss_box_reg": 0.018334558582864702, "loss_cls": 0.05561785935424268, "loss_rpn_cls": 0.0016301889822898374, "loss_rpn_loc": 0.004835255564103136, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5381651970092207, "total_loss": 0.07951989980443841}
{"data_time": 0.0036348181311041117, "eta_seconds": 116003.45097099803, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.49142367066895365, "fast_rcnn/fg_cls_accuracy": 0.4858490566037736, "iteration": 24759, "loss_box_reg": 0.01961537718307227, "loss_cls": 0.05490494042169303, "loss_rpn_cls": 0.002057294441783597, "loss_rpn_loc": 0.0046091475887806155, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366668670903891, "total_loss": 0.08186896125278054}
{"data_time": 0.003626891877502203, "eta_seconds": 115972.77333628293, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.45249776984834966, "fast_rcnn/fg_cls_accuracy": 0.5475022301516503, "iteration": 24779, "loss_box_reg": 0.018744495522696525, "loss_cls": 0.055178685928694904, "loss_rpn_cls": 0.0016130536446326005, "loss_rpn_loc": 0.003664628773549339, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5377527575474232, "total_loss": 0.08208973580497059}
{"data_time": 0.00356947910040617, "eta_seconds": 115981.89309847914, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5335917312661499, "fast_rcnn/fg_cls_accuracy": 0.4664082687338501, "iteration": 24799, "loss_box_reg": 0.017841530265286565, "loss_cls": 0.057663918123580515, "loss_rpn_cls": 0.0017231294063435598, "loss_rpn_loc": 0.0039979346984182484, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5455776404123753, "total_loss": 0.08164494734623418}
{"data_time": 0.0037815875839442015, "eta_seconds": 115991.32304347144, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4193798449612403, "fast_rcnn/fg_cls_accuracy": 0.5806201550387597, "iteration": 24819, "loss_box_reg": 0.018367633572779596, "loss_cls": 0.05354753544088453, "loss_rpn_cls": 0.0017365149618626674, "loss_rpn_loc": 0.004001923671239638, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5449910676106811, "total_loss": 0.07935070845326209}
{"data_time": 0.003708562580868602, "eta_seconds": 116004.91927914019, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43333333333333335, "fast_rcnn/fg_cls_accuracy": 0.5666666666666667, "iteration": 24839, "loss_box_reg": 0.019210561702493578, "loss_cls": 0.051256242441013455, "loss_rpn_cls": 0.0018040098307210428, "loss_rpn_loc": 0.00483219727902906, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5414754790253937, "total_loss": 0.07768890371505677}
{"data_time": 0.003501820843666792, "eta_seconds": 116059.62676979788, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4074074074074074, "fast_rcnn/fg_cls_accuracy": 0.5925925925925926, "iteration": 24859, "loss_box_reg": 0.0176958623342216, "loss_cls": 0.05689734406769276, "loss_rpn_cls": 0.0011345357661411981, "loss_rpn_loc": 0.0030526185510098003, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431777755729854, "total_loss": 0.07884424139507473}
{"data_time": 0.003886523423716426, "eta_seconds": 116048.83760113455, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4606060606060606, "fast_rcnn/fg_cls_accuracy": 0.5393939393939393, "iteration": 24879, "loss_box_reg": 0.0189318738412112, "loss_cls": 0.056664035422727466, "loss_rpn_cls": 0.001981908348852812, "loss_rpn_loc": 0.004302942586946301, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395346262957901, "total_loss": 0.08219705796773269}
{"data_time": 0.003422899404540658, "eta_seconds": 115996.40175717883, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4661854103343465, "fast_rcnn/fg_cls_accuracy": 0.5338145896656534, "iteration": 24899, "loss_box_reg": 0.019215826818253845, "loss_cls": 0.055233540828339756, "loss_rpn_cls": 0.0015387918333544803, "loss_rpn_loc": 0.003899040551914368, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5351521410048008, "total_loss": 0.08116427333197862}
{"data_time": 0.003443988738581538, "eta_seconds": 116043.38640536461, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34901277584204415, "fast_rcnn/fg_cls_accuracy": 0.6364468864468864, "iteration": 24919, "loss_box_reg": 0.018451466807164252, "loss_cls": 0.056119443965144455, "loss_rpn_cls": 0.0014579516114281432, "loss_rpn_loc": 0.004008551542938221, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5412972115445882, "total_loss": 0.08079899099004706}
{"data_time": 0.003981232410296798, "eta_seconds": 116010.15541546466, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3973684210526316, "fast_rcnn/fg_cls_accuracy": 0.6026315789473684, "iteration": 24939, "loss_box_reg": 0.01889156165998429, "loss_cls": 0.05335278337588534, "loss_rpn_cls": 0.0021490023672186, "loss_rpn_loc": 0.003729925967490999, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5293255930300802, "total_loss": 0.07792729533434795}
{"data_time": 0.0033639068715274334, "eta_seconds": 116010.03995840205, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4424342105263158, "fast_rcnn/fg_cls_accuracy": 0.5410216718266254, "iteration": 24959, "loss_box_reg": 0.018898070615250617, "loss_cls": 0.05921013909392059, "loss_rpn_cls": 0.0019603463967996504, "loss_rpn_loc": 0.004316814731282648, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5385014559142292, "total_loss": 0.08375580187134801}
{"data_time": 0.003645447315648198, "eta_seconds": 116011.01440047193, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4598490048043926, "fast_rcnn/fg_cls_accuracy": 0.5194765672550212, "iteration": 24979, "loss_box_reg": 0.018784970976412296, "loss_cls": 0.058453937992453575, "loss_rpn_cls": 0.0019235278261930944, "loss_rpn_loc": 0.0049108765670098364, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423860780429095, "total_loss": 0.08579723223260771}
{"data_time": 0.0037431539967656136, "eta_seconds": 116027.94315365818, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.42857142857142855, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 24999, "loss_box_reg": 0.019300466345157474, "loss_cls": 0.05592132598394528, "loss_rpn_cls": 0.0015985710938366537, "loss_rpn_loc": 0.004061291816469748, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5442320893052965, "total_loss": 0.0812965964310024}
{"data_time": 0.003352053463459015, "eta_seconds": 115967.00108979316, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37211981566820274, "fast_rcnn/fg_cls_accuracy": 0.6278801843317973, "iteration": 25019, "loss_box_reg": 0.019594897632487118, "loss_cls": 0.055620614788495004, "loss_rpn_cls": 0.0015779547377405834, "loss_rpn_loc": 0.004258347144059371, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5328854778781533, "total_loss": 0.08181589288142277}
{"data_time": 0.003612658940255642, "eta_seconds": 116045.24412670382, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.45808823529411763, "fast_rcnn/fg_cls_accuracy": 0.5419117647058824, "iteration": 25039, "loss_box_reg": 0.017311187635641545, "loss_cls": 0.054480382590554655, "loss_rpn_cls": 0.002077470949529925, "loss_rpn_loc": 0.004747557028167648, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5428302199579775, "total_loss": 0.08043389355509589}
{"data_time": 0.0036787076387554407, "eta_seconds": 116056.79974459531, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4623015873015873, "fast_rcnn/fg_cls_accuracy": 0.5238095238095238, "iteration": 25059, "loss_box_reg": 0.017839590494986624, "loss_cls": 0.05276432144455612, "loss_rpn_cls": 0.0015528685194112768, "loss_rpn_loc": 0.004007831987109967, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5393239769618958, "total_loss": 0.07484888035924087}
{"data_time": 0.00382938957773149, "eta_seconds": 116000.85883953236, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.45341394025604553, "fast_rcnn/fg_cls_accuracy": 0.5465860597439545, "iteration": 25079, "loss_box_reg": 0.018570349842775613, "loss_cls": 0.05713309970451519, "loss_rpn_cls": 0.0019640166237877565, "loss_rpn_loc": 0.004365604112535948, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.528671556385234, "total_loss": 0.08029195635936048}
{"data_time": 0.003528766566887498, "eta_seconds": 115954.49753408274, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.48214285714285715, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 25099, "loss_box_reg": 0.019097713637165725, "loss_cls": 0.05856972304172814, "loss_rpn_cls": 0.0015341553282723908, "loss_rpn_loc": 0.0034426426027494017, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5346361340489239, "total_loss": 0.08367985895756647}
{"data_time": 0.00362649979069829, "eta_seconds": 115963.18367263977, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4593280282935456, "fast_rcnn/fg_cls_accuracy": 0.5144346431435445, "iteration": 25119, "loss_box_reg": 0.018244692590087652, "loss_cls": 0.05752343637868762, "loss_rpn_cls": 0.0023010390935951364, "loss_rpn_loc": 0.0036903680011164397, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535307775484398, "total_loss": 0.08413686220353611}
{"data_time": 0.0036753357853740454, "eta_seconds": 115912.93379170587, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34178433889602056, "fast_rcnn/fg_cls_accuracy": 0.6582156611039796, "iteration": 25139, "loss_box_reg": 0.01771265408024192, "loss_cls": 0.05168899963609874, "loss_rpn_cls": 0.001652726614565836, "loss_rpn_loc": 0.006420044002879877, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5411633918993175, "total_loss": 0.07742563978695216}
{"data_time": 0.0036903105210512877, "eta_seconds": 115980.462937115, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.499340804218853, "fast_rcnn/fg_cls_accuracy": 0.500659195781147, "iteration": 25159, "loss_box_reg": 0.018137675302568823, "loss_cls": 0.054684941889718175, "loss_rpn_cls": 0.002032777848967271, "loss_rpn_loc": 0.0035543379563023336, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5437407633289695, "total_loss": 0.07931667300363188}
{"data_time": 0.003359626978635788, "eta_seconds": 115969.66607218352, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.28587634713556437, "fast_rcnn/fg_cls_accuracy": 0.698005698005698, "iteration": 25179, "loss_box_reg": 0.018118714273441583, "loss_cls": 0.05505829385947436, "loss_rpn_cls": 0.0014793099069265736, "loss_rpn_loc": 0.005723943071643589, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5383236301131546, "total_loss": 0.08149170775186576}
{"data_time": 0.0035149462055414915, "eta_seconds": 115936.09037548862, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.31994047619047616, "fast_rcnn/fg_cls_accuracy": 0.6800595238095238, "iteration": 25199, "loss_box_reg": 0.01882844156352803, "loss_cls": 0.0560479776468128, "loss_rpn_cls": 0.0015436771381018843, "loss_rpn_loc": 0.00541741112829186, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405371938832104, "total_loss": 0.08087283585973637}
{"data_time": 0.0034570551943033934, "eta_seconds": 115992.96801405633, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39880952380952384, "fast_rcnn/fg_cls_accuracy": 0.5541666666666667, "iteration": 25219, "loss_box_reg": 0.018111460492946208, "loss_cls": 0.05536809470504522, "loss_rpn_cls": 0.002162842736879611, "loss_rpn_loc": 0.005599307780357776, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5424870625138283, "total_loss": 0.0823434784457504}
{"data_time": 0.003446324495598674, "eta_seconds": 116000.8955203963, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5208034433285509, "fast_rcnn/fg_cls_accuracy": 0.47919655667144906, "iteration": 25239, "loss_box_reg": 0.01778082677628845, "loss_cls": 0.056489713955670595, "loss_rpn_cls": 0.001411485864309725, "loss_rpn_loc": 0.005326166865415871, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5425896148663014, "total_loss": 0.08360340951662693}
{"data_time": 0.003362234914675355, "eta_seconds": 115971.36592299351, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.291025641025641, "fast_rcnn/fg_cls_accuracy": 0.7089743589743589, "iteration": 25259, "loss_box_reg": 0.019231294048950076, "loss_cls": 0.053193319821730256, "loss_rpn_cls": 0.0016485269884469744, "loss_rpn_loc": 0.004271667548891855, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5439644025173038, "total_loss": 0.08047507880564808}
{"data_time": 0.003324549412354827, "eta_seconds": 115979.2899410741, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.474937343358396, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 25279, "loss_box_reg": 0.020135730679612607, "loss_cls": 0.05431248294189572, "loss_rpn_cls": 0.0017804646469130603, "loss_rpn_loc": 0.004084646843693918, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393778260331601, "total_loss": 0.08596288291619203}
{"data_time": 0.003458900609984994, "eta_seconds": 115981.25753416191, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4158805031446541, "fast_rcnn/fg_cls_accuracy": 0.5608974358974359, "iteration": 25299, "loss_box_reg": 0.018708154617343098, "loss_cls": 0.05377488292288035, "loss_rpn_cls": 0.0020504334881934483, "loss_rpn_loc": 0.003358097546879435, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431109692435712, "total_loss": 0.07869785262664664}
{"data_time": 0.003629687475040555, "eta_seconds": 115957.68436175189, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5644490644490645, "fast_rcnn/fg_cls_accuracy": 0.3812741312741313, "iteration": 25319, "loss_box_reg": 0.01756843301700428, "loss_cls": 0.0536407926119864, "loss_rpn_cls": 0.0018251022675030981, "loss_rpn_loc": 0.004059104649059009, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400961020495743, "total_loss": 0.07919900141428116}
{"data_time": 0.0037007087375968695, "eta_seconds": 115859.04746965924, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4613526570048309, "fast_rcnn/fg_cls_accuracy": 0.538647342995169, "iteration": 25339, "loss_box_reg": 0.018792781454976648, "loss_cls": 0.05613246653228998, "loss_rpn_cls": 0.0018544727058724675, "loss_rpn_loc": 0.004626434529200196, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5267587120179087, "total_loss": 0.0826863723536917}
{"data_time": 0.003594915149733424, "eta_seconds": 115848.25286351563, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3831738437001595, "fast_rcnn/fg_cls_accuracy": 0.6168261562998405, "iteration": 25359, "loss_box_reg": 0.016847814724314958, "loss_cls": 0.053059859899803996, "loss_rpn_cls": 0.0017742872837516188, "loss_rpn_loc": 0.004649655507819261, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536087297135964, "total_loss": 0.07691984426173804}
{"data_time": 0.003433076897636056, "eta_seconds": 115803.41745856171, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5340909090909091, "fast_rcnn/fg_cls_accuracy": 0.46590909090909094, "iteration": 25379, "loss_box_reg": 0.018503785540815443, "loss_cls": 0.05572958954144269, "loss_rpn_cls": 0.0011510166443713388, "loss_rpn_loc": 0.004158961153734708, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5362722501158714, "total_loss": 0.0798651887675419}
{"data_time": 0.0036903521977365017, "eta_seconds": 115812.07821693015, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4522357723577236, "fast_rcnn/fg_cls_accuracy": 0.5360975609756098, "iteration": 25399, "loss_box_reg": 0.018520789104513824, "loss_cls": 0.05580216343514621, "loss_rpn_cls": 0.002258328971493029, "loss_rpn_loc": 0.005094743872177787, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5348996478132904, "total_loss": 0.08062093088619804}
{"data_time": 0.003945384407415986, "eta_seconds": 115807.98099745391, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5630965005302226, "fast_rcnn/fg_cls_accuracy": 0.4369034994697773, "iteration": 25419, "loss_box_reg": 0.018361000053118914, "loss_cls": 0.05941543180961162, "loss_rpn_cls": 0.0021281729559632367, "loss_rpn_loc": 0.0041929815597541165, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5421170331537724, "total_loss": 0.0852480280615282}
{"data_time": 0.0038559960667043924, "eta_seconds": 115797.18712651497, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.48814229249011853, "fast_rcnn/fg_cls_accuracy": 0.5118577075098814, "iteration": 25439, "loss_box_reg": 0.017984905978664756, "loss_cls": 0.05449072830379009, "loss_rpn_cls": 0.0015282709550774598, "loss_rpn_loc": 0.00463763257721439, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5407536129932851, "total_loss": 0.07997673970498909}
{"data_time": 0.0034198486246168613, "eta_seconds": 115795.41818252462, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.39084249084249084, "fast_rcnn/fg_cls_accuracy": 0.6091575091575092, "iteration": 25459, "loss_box_reg": 0.017586574715096503, "loss_cls": 0.05432962952181697, "loss_rpn_cls": 0.0019079160824730934, "loss_rpn_loc": 0.0037756545571028255, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5395441669970751, "total_loss": 0.07941347823407341}
{"data_time": 0.00361639354377985, "eta_seconds": 115750.09656436206, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.42358803986710963, "fast_rcnn/fg_cls_accuracy": 0.5764119601328903, "iteration": 25479, "loss_box_reg": 0.017638532212004066, "loss_cls": 0.05142974213231355, "loss_rpn_cls": 0.0017916832182436337, "loss_rpn_loc": 0.004817610853933729, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5309948904905468, "total_loss": 0.07838823873805723}
{"data_time": 0.0036111644003540277, "eta_seconds": 115739.30507107568, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.40270935960591137, "fast_rcnn/fg_cls_accuracy": 0.5972906403940887, "iteration": 25499, "loss_box_reg": 0.017552069039084017, "loss_cls": 0.05475963209755719, "loss_rpn_cls": 0.0014984542899583175, "loss_rpn_loc": 0.0050087310883100145, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5430032340809703, "total_loss": 0.0809562131421444}
{"data_time": 0.003635821398347616, "eta_seconds": 115707.93188423617, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 25519, "loss_box_reg": 0.018054421641863883, "loss_cls": 0.05355001031421125, "loss_rpn_cls": 0.001996453699803169, "loss_rpn_loc": 0.004045802736072801, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5288443798199296, "total_loss": 0.0801298053007713}
{"data_time": 0.00352780194953084, "eta_seconds": 115750.4118821465, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44288793103448276, "fast_rcnn/fg_cls_accuracy": 0.5571120689655172, "iteration": 25539, "loss_box_reg": 0.01988535263808444, "loss_cls": 0.057603687164373696, "loss_rpn_cls": 0.0016258728318234716, "loss_rpn_loc": 0.004420290031703189, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.54983064183034, "total_loss": 0.08484917735347608}
{"data_time": 0.0034009634982794523, "eta_seconds": 115739.61734030605, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4270361990950226, "fast_rcnn/fg_cls_accuracy": 0.5729638009049773, "iteration": 25559, "loss_box_reg": 0.019895384379196912, "loss_cls": 0.056720213731750846, "loss_rpn_cls": 0.001754715905917692, "loss_rpn_loc": 0.004624565841368167, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.539277947274968, "total_loss": 0.0839003437458814}
{"data_time": 0.0036732861772179604, "eta_seconds": 115696.13909793017, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38944856839872743, "fast_rcnn/fg_cls_accuracy": 0.6105514316012726, "iteration": 25579, "loss_box_reg": 0.019160748925060034, "loss_cls": 0.05420652497559786, "loss_rpn_cls": 0.0020142110807910285, "loss_rpn_loc": 0.005259160519926809, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5383763876743615, "total_loss": 0.08411467320331667}
{"data_time": 0.003541903803125024, "eta_seconds": 115540.34433373553, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5094175095919079, "fast_rcnn/fg_cls_accuracy": 0.4905824904080921, "iteration": 25599, "loss_box_reg": 0.017904104141052812, "loss_cls": 0.05780711362604052, "loss_rpn_cls": 0.0017574085095475311, "loss_rpn_loc": 0.004646789755497593, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5374409835785627, "total_loss": 0.08315323954627729}
{"data_time": 0.004120557568967342, "eta_seconds": 115626.86937768199, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.29822161422708615, "fast_rcnn/fg_cls_accuracy": 0.690300623936472, "iteration": 25619, "loss_box_reg": 0.01812390174018219, "loss_cls": 0.05115026340354234, "loss_rpn_cls": 0.0010386990852566669, "loss_rpn_loc": 0.0036564857364282943, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429200341459364, "total_loss": 0.07728933816906647}
{"data_time": 0.003439703257754445, "eta_seconds": 115567.65499464958, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4539295392953929, "fast_rcnn/fg_cls_accuracy": 0.5182926829268293, "iteration": 25639, "loss_box_reg": 0.018143092398531735, "loss_cls": 0.05362901964690536, "loss_rpn_cls": 0.001587820041777377, "loss_rpn_loc": 0.0042296846040699165, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5382186132483184, "total_loss": 0.07602812607137821}
{"data_time": 0.0034098864998668432, "eta_seconds": 115556.87246844429, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4499799919967987, "fast_rcnn/fg_cls_accuracy": 0.5500200080032013, "iteration": 25659, "loss_box_reg": 0.018826872808858752, "loss_cls": 0.05523393931798637, "loss_rpn_cls": 0.0021813735570503923, "loss_rpn_loc": 0.0044756874704035, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436175975482911, "total_loss": 0.0824221747309366}
{"data_time": 0.003978407243266702, "eta_seconds": 115510.53708608169, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4880952380952381, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 25679, "loss_box_reg": 0.017669333727099, "loss_cls": 0.05445036222226918, "loss_rpn_cls": 0.0017598050894775952, "loss_rpn_loc": 0.004180712472589221, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5318755735643208, "total_loss": 0.07898515493639024}
{"data_time": 0.0037210958544164896, "eta_seconds": 115535.3074160337, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.33663127413127414, "fast_rcnn/fg_cls_accuracy": 0.6347972972972973, "iteration": 25699, "loss_box_reg": 0.018718576873652637, "loss_cls": 0.05566311487928033, "loss_rpn_cls": 0.0016158606404133025, "loss_rpn_loc": 0.004704638809016615, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457126800902188, "total_loss": 0.08165611747858748}
{"data_time": 0.0038092564791440964, "eta_seconds": 115615.77711109444, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5393654524089306, "fast_rcnn/fg_cls_accuracy": 0.46063454759106937, "iteration": 25719, "loss_box_reg": 0.018008773389738053, "loss_cls": 0.054182449355721474, "loss_rpn_cls": 0.0016963216939984704, "loss_rpn_loc": 0.0031426503883267287, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339846340939403, "total_loss": 0.0785042301104113}
{"data_time": 0.0035059014335274696, "eta_seconds": 115625.54665008164, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.44285714285714284, "fast_rcnn/fg_cls_accuracy": 0.527027027027027, "iteration": 25739, "loss_box_reg": 0.01863578805932775, "loss_cls": 0.059596254490315914, "loss_rpn_cls": 0.0014143987439183547, "loss_rpn_loc": 0.003966420619690325, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5368303810246289, "total_loss": 0.08429074617140486}
{"data_time": 0.0035889933351427317, "eta_seconds": 115614.75368760596, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4331235247836349, "fast_rcnn/fg_cls_accuracy": 0.5668764752163651, "iteration": 25759, "loss_box_reg": 0.01791274663992226, "loss_cls": 0.055670281406491995, "loss_rpn_cls": 0.0018106072444652455, "loss_rpn_loc": 0.0033522110170451924, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367398438975215, "total_loss": 0.08047835403249337}
{"data_time": 0.003550989553332329, "eta_seconds": 115564.55802587536, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.31534090909090906, "fast_rcnn/fg_cls_accuracy": 0.6603535353535352, "iteration": 25779, "loss_box_reg": 0.01778624061262235, "loss_cls": 0.051846618443960324, "loss_rpn_cls": 0.0015413311450629408, "loss_rpn_loc": 0.004836974912905134, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5309058066923171, "total_loss": 0.07670685842970215}
{"data_time": 0.003857058472931385, "eta_seconds": 115573.50924761686, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.47711927981995494, "fast_rcnn/fg_cls_accuracy": 0.522880720180045, "iteration": 25799, "loss_box_reg": 0.01740213599987328, "loss_cls": 0.05251971469260752, "loss_rpn_cls": 0.001342098897566757, "loss_rpn_loc": 0.0043826283945236355, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5441128299571574, "total_loss": 0.07747474518191666}
{"data_time": 0.0035659463610500097, "eta_seconds": 115531.7826187096, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4327659574468085, "fast_rcnn/fg_cls_accuracy": 0.5672340425531915, "iteration": 25819, "loss_box_reg": 0.017792511091101915, "loss_cls": 0.05454624374397099, "loss_rpn_cls": 0.001553127610577576, "loss_rpn_loc": 0.004204212858894607, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400405100081116, "total_loss": 0.0790961756086972}
{"data_time": 0.003444646019488573, "eta_seconds": 115479.32805587235, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.424812030075188, "fast_rcnn/fg_cls_accuracy": 0.575187969924812, "iteration": 25839, "loss_box_reg": 0.018400759319774806, "loss_cls": 0.05722396494820714, "loss_rpn_cls": 0.002014281313677202, "loss_rpn_loc": 0.004046085941808997, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5404412099160254, "total_loss": 0.08317336304079959}
{"data_time": 0.0035005169920623302, "eta_seconds": 115439.00498897699, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.45121951219512196, "fast_rcnn/fg_cls_accuracy": 0.5182926829268293, "iteration": 25859, "loss_box_reg": 0.01867031800793484, "loss_cls": 0.05633925320580602, "loss_rpn_cls": 0.0018478277324902592, "loss_rpn_loc": 0.004662874645873671, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419270140118897, "total_loss": 0.08113436712847033}
{"data_time": 0.0038604149594902992, "eta_seconds": 115428.22340067872, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.48874296435272047, "fast_rcnn/fg_cls_accuracy": 0.5112570356472796, "iteration": 25879, "loss_box_reg": 0.018494303803890944, "loss_cls": 0.05564157525077462, "loss_rpn_cls": 0.001726241642813875, "loss_rpn_loc": 0.003998079409939237, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538472663378343, "total_loss": 0.0825471819662198}
{"data_time": 0.003502017818391323, "eta_seconds": 115446.97501454665, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46360153256704983, "fast_rcnn/fg_cls_accuracy": 0.5363984674329503, "iteration": 25899, "loss_box_reg": 0.019455171073786914, "loss_cls": 0.054160465486347675, "loss_rpn_cls": 0.0011990195334874443, "loss_rpn_loc": 0.004828306795388926, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358021699357778, "total_loss": 0.08087078215544352}
{"data_time": 0.00350664253346622, "eta_seconds": 115358.69195782137, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.36126373626373626, "fast_rcnn/fg_cls_accuracy": 0.6302521008403361, "iteration": 25919, "loss_box_reg": 0.01806377962930128, "loss_cls": 0.05279830482322723, "loss_rpn_cls": 0.001901472765894141, "loss_rpn_loc": 0.004851420209888602, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5341428420506418, "total_loss": 0.07864889737913927}
{"data_time": 0.0034967728424817324, "eta_seconds": 115347.91485084244, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 25939, "loss_box_reg": 0.017472546081990004, "loss_cls": 0.053507285949308425, "loss_rpn_cls": 0.0011534875782217568, "loss_rpn_loc": 0.0043629257852444425, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5346365536097437, "total_loss": 0.07683558157509651}
{"data_time": 0.003725936636328697, "eta_seconds": 115346.34092908655, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34123931623931625, "fast_rcnn/fg_cls_accuracy": 0.6587606837606839, "iteration": 25959, "loss_box_reg": 0.017700622440315783, "loss_cls": 0.05253940599504858, "loss_rpn_cls": 0.001493523287535936, "loss_rpn_loc": 0.0035850854001182597, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5444566674996167, "total_loss": 0.07994849271506155}
{"data_time": 0.0034021898172795773, "eta_seconds": 115344.25676568411, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3984848484848485, "fast_rcnn/fg_cls_accuracy": 0.5863636363636364, "iteration": 25979, "loss_box_reg": 0.019172599131707102, "loss_cls": 0.056890073232352734, "loss_rpn_cls": 0.0022591954243580403, "loss_rpn_loc": 0.004704307793872431, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416194580029696, "total_loss": 0.08333805197617039}
{"data_time": 0.0034646284766495228, "eta_seconds": 115304.6719369262, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.39166666666666666, "fast_rcnn/fg_cls_accuracy": 0.6083333333333334, "iteration": 25999, "loss_box_reg": 0.018077207962051034, "loss_cls": 0.051979919197037816, "loss_rpn_cls": 0.0020186784365705535, "loss_rpn_loc": 0.004187949663901236, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5318708652630448, "total_loss": 0.07682672322880535}
{"data_time": 0.003719133557751775, "eta_seconds": 115314.00702831172, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43333333333333335, "fast_rcnn/fg_cls_accuracy": 0.542997542997543, "iteration": 26019, "loss_box_reg": 0.01885118760401383, "loss_cls": 0.05651347036473453, "loss_rpn_cls": 0.002006828791593307, "loss_rpn_loc": 0.004302461577026406, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444082408212125, "total_loss": 0.08399663769421295}
{"data_time": 0.0036561274901032448, "eta_seconds": 115283.1197625089, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4943965517241379, "fast_rcnn/fg_cls_accuracy": 0.4625, "iteration": 26039, "loss_box_reg": 0.019731046981178224, "loss_cls": 0.058092218125239015, "loss_rpn_cls": 0.0018518347421832004, "loss_rpn_loc": 0.003634028307715198, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395598132163286, "total_loss": 0.08418811733076836}
{"data_time": 0.00390059151686728, "eta_seconds": 115283.25220896886, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.36825980392156865, "fast_rcnn/fg_cls_accuracy": 0.6317401960784315, "iteration": 26059, "loss_box_reg": 0.01792084617773071, "loss_cls": 0.052127977134659886, "loss_rpn_cls": 0.001608482982192072, "loss_rpn_loc": 0.0042040968692163005, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401954159606248, "total_loss": 0.07766001264099032}
{"data_time": 0.0035164295695722103, "eta_seconds": 115281.6731275369, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32575757575757575, "fast_rcnn/fg_cls_accuracy": 0.6742424242424242, "iteration": 26079, "loss_box_reg": 0.01684502884745598, "loss_cls": 0.0544795076129958, "loss_rpn_cls": 0.0015404928424231912, "loss_rpn_loc": 0.0035188729452784173, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413849432952702, "total_loss": 0.07853380020173972}
{"data_time": 0.003564191050827503, "eta_seconds": 115269.18936807709, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4392033542976939, "fast_rcnn/fg_cls_accuracy": 0.5607966457023061, "iteration": 26099, "loss_box_reg": 0.018766081891953945, "loss_cls": 0.05274514062330127, "loss_rpn_cls": 0.0019944449973081646, "loss_rpn_loc": 0.004166378806985449, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371461494360119, "total_loss": 0.07848403827506445}
{"data_time": 0.0036026225425302982, "eta_seconds": 115260.11719368701, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3438208616780045, "fast_rcnn/fg_cls_accuracy": 0.6561791383219955, "iteration": 26119, "loss_box_reg": 0.01875099795870483, "loss_cls": 0.05529561045113951, "loss_rpn_cls": 0.00131010523432451, "loss_rpn_loc": 0.003988475822552573, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5365468179807067, "total_loss": 0.08082039217742931}
{"data_time": 0.0036051336210221052, "eta_seconds": 115249.33922676207, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32717391304347826, "fast_rcnn/fg_cls_accuracy": 0.6619565217391304, "iteration": 26139, "loss_box_reg": 0.016470380942337215, "loss_cls": 0.05350159201771021, "loss_rpn_cls": 0.0012550936173170157, "loss_rpn_loc": 0.0036058123696420807, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.542033739387989, "total_loss": 0.07442214564308358}
{"data_time": 0.003410551929846406, "eta_seconds": 115211.10859629465, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33263888888888893, "fast_rcnn/fg_cls_accuracy": 0.6657738095238095, "iteration": 26159, "loss_box_reg": 0.017553128185682, "loss_cls": 0.051599656289909035, "loss_rpn_cls": 0.0019644333306132467, "loss_rpn_loc": 0.004296902465284802, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5396298496052623, "total_loss": 0.07696509909192173}
{"data_time": 0.003445238573476672, "eta_seconds": 115170.78987950948, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 26179, "loss_box_reg": 0.018669143959414214, "loss_cls": 0.0543383383192122, "loss_rpn_cls": 0.001220671310193211, "loss_rpn_loc": 0.004876968298049178, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5208947386126965, "total_loss": 0.08296542430412046}
{"data_time": 0.0035117168445140123, "eta_seconds": 115160.01724353083, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.5656019656019655, "fast_rcnn/fg_cls_accuracy": 0.43439803439803437, "iteration": 26199, "loss_box_reg": 0.018120324704796076, "loss_cls": 0.05691451870370656, "loss_rpn_cls": 0.00164662665247306, "loss_rpn_loc": 0.004330829506216105, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5375613574869931, "total_loss": 0.08529808323032739}
{"data_time": 0.003753723343834281, "eta_seconds": 115194.50993074197, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4575581395348837, "fast_rcnn/fg_cls_accuracy": 0.5424418604651162, "iteration": 26219, "loss_box_reg": 0.01932182942982763, "loss_cls": 0.05424589733593166, "loss_rpn_cls": 0.0017153627105699343, "loss_rpn_loc": 0.003935835437005153, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5436706752516329, "total_loss": 0.08130384214337028}
{"data_time": 0.003552098525688052, "eta_seconds": 115168.00699890358, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38278388278388276, "fast_rcnn/fg_cls_accuracy": 0.6172161172161172, "iteration": 26239, "loss_box_reg": 0.017986772465519607, "loss_cls": 0.05527758633252233, "loss_rpn_cls": 0.0014547591447353625, "loss_rpn_loc": 0.004676031996496022, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5378158434759825, "total_loss": 0.07899472119356687}
{"data_time": 0.003492701565846801, "eta_seconds": 115091.50059086597, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3906649616368286, "fast_rcnn/fg_cls_accuracy": 0.6093350383631714, "iteration": 26259, "loss_box_reg": 0.018932604463770986, "loss_cls": 0.054659433546476066, "loss_rpn_cls": 0.0017796796400944004, "loss_rpn_loc": 0.0044838780486315954, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5315990513190627, "total_loss": 0.07992882642895438}
{"data_time": 0.003726935014128685, "eta_seconds": 115083.78541102377, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4014619883040936, "fast_rcnn/fg_cls_accuracy": 0.5985380116959065, "iteration": 26279, "loss_box_reg": 0.018495127849746495, "loss_cls": 0.055083799408748746, "loss_rpn_cls": 0.0017440657409224514, "loss_rpn_loc": 0.003912881787982769, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433130743913352, "total_loss": 0.08098608350871928}
{"data_time": 0.0034744131844490767, "eta_seconds": 115026.9242748383, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3883928571428571, "fast_rcnn/fg_cls_accuracy": 0.6116071428571428, "iteration": 26299, "loss_box_reg": 0.017273535951972008, "loss_cls": 0.05308302096091211, "loss_rpn_cls": 0.001557817327977773, "loss_rpn_loc": 0.004330651732743718, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331491772085428, "total_loss": 0.07374713423655521}
{"data_time": 0.003454210702329874, "eta_seconds": 115020.42200984526, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.457002457002457, "fast_rcnn/fg_cls_accuracy": 0.542997542997543, "iteration": 26319, "loss_box_reg": 0.018509159388486296, "loss_cls": 0.056264193437527865, "loss_rpn_cls": 0.0014303947755252011, "loss_rpn_loc": 0.003828166205494199, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5456823131535202, "total_loss": 0.08246512372056714}
{"data_time": 0.003925231751054525, "eta_seconds": 115043.16709699319, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4429590017825312, "fast_rcnn/fg_cls_accuracy": 0.543560606060606, "iteration": 26339, "loss_box_reg": 0.019840945780742913, "loss_cls": 0.05641933996230364, "loss_rpn_cls": 0.0014997550015323213, "loss_rpn_loc": 0.0040306942973984405, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5369476350024343, "total_loss": 0.08337251960006142}
{"data_time": 0.0035588685423135757, "eta_seconds": 115032.39834021521, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5212224108658743, "fast_rcnn/fg_cls_accuracy": 0.4787775891341256, "iteration": 26359, "loss_box_reg": 0.01693941227858886, "loss_cls": 0.052900466544087976, "loss_rpn_cls": 0.0015201478753397168, "loss_rpn_loc": 0.0033350581252307165, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5340836015529931, "total_loss": 0.07719055285849663}
{"data_time": 0.0034820076543837786, "eta_seconds": 115029.9377379308, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3724137931034483, "fast_rcnn/fg_cls_accuracy": 0.5692307692307692, "iteration": 26379, "loss_box_reg": 0.017314526776317507, "loss_cls": 0.05276129301637411, "loss_rpn_cls": 0.0013401591195361107, "loss_rpn_loc": 0.004702041740529239, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5417978069745004, "total_loss": 0.07566977806459363}
{"data_time": 0.003296421142295003, "eta_seconds": 115019.1682033122, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2944444444444444, "fast_rcnn/fg_cls_accuracy": 0.7055555555555555, "iteration": 26399, "loss_box_reg": 0.01902728376444429, "loss_cls": 0.0541372075676918, "loss_rpn_cls": 0.0015842510937318366, "loss_rpn_loc": 0.006305353555944748, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373758564237505, "total_loss": 0.08129805347232377}
{"data_time": 0.003550059860572219, "eta_seconds": 115000.09206988127, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5202702702702703, "fast_rcnn/fg_cls_accuracy": 0.4797297297297297, "iteration": 26419, "loss_box_reg": 0.017247382609639317, "loss_cls": 0.05670770118013024, "loss_rpn_cls": 0.002277609842394668, "loss_rpn_loc": 0.0039527937515231315, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361200834158808, "total_loss": 0.08304192004561628}
{"data_time": 0.003484959015622735, "eta_seconds": 114989.32331310329, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3500905797101449, "fast_rcnn/fg_cls_accuracy": 0.649909420289855, "iteration": 26439, "loss_box_reg": 0.01977381214965135, "loss_cls": 0.055079824407584965, "loss_rpn_cls": 0.001551039988953562, "loss_rpn_loc": 0.004518320245551877, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.54369494644925, "total_loss": 0.08112070744300581}
{"data_time": 0.003365201409906149, "eta_seconds": 114980.03717357968, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3968531468531469, "fast_rcnn/fg_cls_accuracy": 0.583916083916084, "iteration": 26459, "loss_box_reg": 0.018846500082872808, "loss_cls": 0.05415137019008398, "loss_rpn_cls": 0.0014622574710756453, "loss_rpn_loc": 0.0045103709562681615, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428187157958746, "total_loss": 0.0812392323232416}
{"data_time": 0.0033968703355640173, "eta_seconds": 114969.2682779415, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4880952380952381, "fast_rcnn/fg_cls_accuracy": 0.48214285714285715, "iteration": 26479, "loss_box_reg": 0.01900882343761623, "loss_cls": 0.058418980333954096, "loss_rpn_cls": 0.002320792772479763, "loss_rpn_loc": 0.003855696693790378, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366711369715631, "total_loss": 0.08521253335271695}
{"data_time": 0.003536822972819209, "eta_seconds": 114968.0439687185, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.47213779128672745, "fast_rcnn/fg_cls_accuracy": 0.5278622087132725, "iteration": 26499, "loss_box_reg": 0.018294315959792584, "loss_cls": 0.05764179234392941, "loss_rpn_cls": 0.0013563706775130413, "loss_rpn_loc": 0.004220364015054656, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5497684308793396, "total_loss": 0.08139811382375228}
{"data_time": 0.003416843479499221, "eta_seconds": 114980.17174384696, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5308139534883721, "fast_rcnn/fg_cls_accuracy": 0.4663793103448276, "iteration": 26519, "loss_box_reg": 0.01801831368356943, "loss_cls": 0.05667963810265064, "loss_rpn_cls": 0.0019257511339674238, "loss_rpn_loc": 0.005650504615914542, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5402732412330806, "total_loss": 0.08346390694987349}
{"data_time": 0.003954345127567649, "eta_seconds": 114907.64415196236, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.452991452991453, "fast_rcnn/fg_cls_accuracy": 0.5396825396825398, "iteration": 26539, "loss_box_reg": 0.017655937641393393, "loss_cls": 0.05301775922998786, "loss_rpn_cls": 0.0019538604327635767, "loss_rpn_loc": 0.004135344130190788, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5371912610717118, "total_loss": 0.0795618865531651}
{"data_time": 0.00345887104049325, "eta_seconds": 114882.69000723632, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45539152759948653, "fast_rcnn/fg_cls_accuracy": 0.5391260162601625, "iteration": 26559, "loss_box_reg": 0.017606815556064248, "loss_cls": 0.054883975186385214, "loss_rpn_cls": 0.001537402075200589, "loss_rpn_loc": 0.0034973034598806407, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5347566197160631, "total_loss": 0.07750012800420336}
{"data_time": 0.0035708106588572264, "eta_seconds": 114871.92518791789, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4543582704186685, "fast_rcnn/fg_cls_accuracy": 0.541033434650456, "iteration": 26579, "loss_box_reg": 0.018701991357374936, "loss_cls": 0.05228406307287514, "loss_rpn_cls": 0.0022251306266980464, "loss_rpn_loc": 0.004388137414935045, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5364157774019986, "total_loss": 0.07783580925240585}
{"data_time": 0.003425023052841425, "eta_seconds": 114858.11628822237, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38505402160864344, "fast_rcnn/fg_cls_accuracy": 0.6149459783913566, "iteration": 26599, "loss_box_reg": 0.017211403232067823, "loss_cls": 0.052349376084748656, "loss_rpn_cls": 0.0015203903627707405, "loss_rpn_loc": 0.003800370257522445, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5318402212578803, "total_loss": 0.07413409072682953}
{"data_time": 0.003429953707382083, "eta_seconds": 114835.32089900714, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.6558704453441295, "fast_rcnn/fg_cls_accuracy": 0.3441295546558705, "iteration": 26619, "loss_box_reg": 0.018085320538375527, "loss_cls": 0.055568953743204474, "loss_rpn_cls": 0.0017709515345813998, "loss_rpn_loc": 0.004653447998862248, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5409909416921437, "total_loss": 0.0806795394584583}
{"data_time": 0.0037388610653579235, "eta_seconds": 114824.55749262148, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43223443223443225, "fast_rcnn/fg_cls_accuracy": 0.5384615384615384, "iteration": 26639, "loss_box_reg": 0.01818839809857309, "loss_cls": 0.05443289637332782, "loss_rpn_cls": 0.001830730262781799, "loss_rpn_loc": 0.004495433982810937, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5385422320105135, "total_loss": 0.07814811864227522}
{"data_time": 0.003772629424929619, "eta_seconds": 114790.16873759148, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5506376594148537, "fast_rcnn/fg_cls_accuracy": 0.4493623405851463, "iteration": 26659, "loss_box_reg": 0.018258596071973443, "loss_cls": 0.05416098958812654, "loss_rpn_cls": 0.0020409188698522485, "loss_rpn_loc": 0.004262784255843144, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5408648021984845, "total_loss": 0.08057119821455672}
{"data_time": 0.003738114144653082, "eta_seconds": 114815.05815211684, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.29322548028311424, "fast_rcnn/fg_cls_accuracy": 0.6809593023255813, "iteration": 26679, "loss_box_reg": 0.018212901195511222, "loss_cls": 0.05468763888347894, "loss_rpn_cls": 0.0014811100172664737, "loss_rpn_loc": 0.004072303188877413, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.541892352513969, "total_loss": 0.0785853120446518}
{"data_time": 0.003467837581411004, "eta_seconds": 114792.26727346447, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3892005610098177, "fast_rcnn/fg_cls_accuracy": 0.6107994389901823, "iteration": 26699, "loss_box_reg": 0.016283662989735603, "loss_cls": 0.05296426831046119, "loss_rpn_cls": 0.001823471611714922, "loss_rpn_loc": 0.004677531473134877, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5410438866820186, "total_loss": 0.07625096502403039}
{"data_time": 0.0035384660586714745, "eta_seconds": 114793.52908406407, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34547123623011017, "fast_rcnn/fg_cls_accuracy": 0.5994318181818181, "iteration": 26719, "loss_box_reg": 0.017755981418304145, "loss_cls": 0.05601690895855427, "loss_rpn_cls": 0.0013259548047699354, "loss_rpn_loc": 0.004052784570376389, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5378237226977944, "total_loss": 0.07978222236556576}
{"data_time": 0.003388324286788702, "eta_seconds": 114799.98266424146, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.430952380952381, "fast_rcnn/fg_cls_accuracy": 0.5525641025641026, "iteration": 26739, "loss_box_reg": 0.0177396722137928, "loss_cls": 0.05204030574532226, "loss_rpn_cls": 0.0016229513672101348, "loss_rpn_loc": 0.004162583929428365, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.541875894414261, "total_loss": 0.07736599134659627}
{"data_time": 0.0037627944257110357, "eta_seconds": 114789.21651546936, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.6193009118541033, "fast_rcnn/fg_cls_accuracy": 0.38069908814589665, "iteration": 26759, "loss_box_reg": 0.018241853278595954, "loss_cls": 0.06031084491405636, "loss_rpn_cls": 0.0015870211614128493, "loss_rpn_loc": 0.003644603450084105, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5386857585981488, "total_loss": 0.08489155482135402}
{"data_time": 0.0035867085680365562, "eta_seconds": 114789.09873926942, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5596689895470384, "fast_rcnn/fg_cls_accuracy": 0.44033101045296164, "iteration": 26779, "loss_box_reg": 0.0188510098378174, "loss_cls": 0.056872976769227535, "loss_rpn_cls": 0.0012645111789879593, "loss_rpn_loc": 0.00347610488825012, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5347495877649635, "total_loss": 0.0820251801305858}
{"data_time": 0.004059366183355451, "eta_seconds": 114753.51217541518, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.33462732919254656, "fast_rcnn/fg_cls_accuracy": 0.6653726708074534, "iteration": 26799, "loss_box_reg": 0.01754253206308931, "loss_cls": 0.05251570884138346, "loss_rpn_cls": 0.0019324081413287786, "loss_rpn_loc": 0.0037647305143764243, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335946101695299, "total_loss": 0.0751050956250765}
{"data_time": 0.0034149717539548874, "eta_seconds": 114704.07920488087, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4424342105263158, "fast_rcnn/fg_cls_accuracy": 0.5575657894736843, "iteration": 26819, "loss_box_reg": 0.01812336884904653, "loss_cls": 0.0536335373762995, "loss_rpn_cls": 0.001998183300202072, "loss_rpn_loc": 0.003813378141785506, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5310886353254318, "total_loss": 0.0765027238219318}
{"data_time": 0.0038157450035214424, "eta_seconds": 114693.31801329204, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.47150997150997154, "fast_rcnn/fg_cls_accuracy": 0.5284900284900285, "iteration": 26839, "loss_box_reg": 0.01784227672033012, "loss_cls": 0.05362303042784333, "loss_rpn_cls": 0.0017567697115055125, "loss_rpn_loc": 0.005351264462660765, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5408058590255678, "total_loss": 0.08108777517099952}
{"data_time": 0.0036799716763198376, "eta_seconds": 114682.55682170321, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 26859, "loss_box_reg": 0.01801218476612121, "loss_cls": 0.055238491971977055, "loss_rpn_cls": 0.0018178841644953536, "loss_rpn_loc": 0.003996302320956602, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5432672640308738, "total_loss": 0.08045917623246623}
{"data_time": 0.0036364418920129538, "eta_seconds": 114660.72843778483, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45691609977324266, "fast_rcnn/fg_cls_accuracy": 0.5430839002267573, "iteration": 26879, "loss_box_reg": 0.017424342804588377, "loss_cls": 0.05436643760185689, "loss_rpn_cls": 0.0013898269744458958, "loss_rpn_loc": 0.0038552772675757296, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5343341724947095, "total_loss": 0.07727676823833463}
{"data_time": 0.0037304051220417023, "eta_seconds": 114649.968284779, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44455645161290325, "fast_rcnn/fg_cls_accuracy": 0.5554435483870968, "iteration": 26899, "loss_box_reg": 0.018609924474731088, "loss_cls": 0.054460754443425685, "loss_rpn_cls": 0.0016595653026456603, "loss_rpn_loc": 0.0041890237444022205, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360302843619138, "total_loss": 0.07908228955625418}
{"data_time": 0.00387484859675169, "eta_seconds": 114673.14874551888, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.44674085850556444, "fast_rcnn/fg_cls_accuracy": 0.5532591414944357, "iteration": 26919, "loss_box_reg": 0.01910445181420073, "loss_cls": 0.05469615128822625, "loss_rpn_cls": 0.001338913599283842, "loss_rpn_loc": 0.0037990927521605045, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5425852509215474, "total_loss": 0.08266772205479356}
{"data_time": 0.004012715071439743, "eta_seconds": 114673.78041255567, "fast_rcnn/cls_accuracy": 0.96240234375, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 26939, "loss_box_reg": 0.01781286165351048, "loss_cls": 0.05675049073761329, "loss_rpn_cls": 0.001875325486366819, "loss_rpn_loc": 0.004196189940557815, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5250455024652183, "total_loss": 0.08162073074026921}
{"data_time": 0.0037224022671580315, "eta_seconds": 114650.72912438423, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41646191646191644, "fast_rcnn/fg_cls_accuracy": 0.5835380835380835, "iteration": 26959, "loss_box_reg": 0.016700237931218, "loss_cls": 0.05292407236993313, "loss_rpn_cls": 0.0018100679360486538, "loss_rpn_loc": 0.005096239488921128, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400065858848393, "total_loss": 0.07856444866592938}
{"data_time": 0.0033737116027623415, "eta_seconds": 114639.96586950612, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 26979, "loss_box_reg": 0.01810088154161349, "loss_cls": 0.05406433786265552, "loss_rpn_cls": 0.001668497220180143, "loss_rpn_loc": 0.004762212882269523, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5413850895129144, "total_loss": 0.07866632652758199}
{"data_time": 0.0036066307220607996, "eta_seconds": 114645.24634901714, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.48863636363636365, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 26999, "loss_box_reg": 0.017883046355564147, "loss_cls": 0.054100228706374764, "loss_rpn_cls": 0.0017502548089396441, "loss_rpn_loc": 0.0043319216929376125, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5401476426050067, "total_loss": 0.07971110049356867}
{"data_time": 0.003692931728437543, "eta_seconds": 114618.4393597499, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42954545454545456, "fast_rcnn/fg_cls_accuracy": 0.5704545454545455, "iteration": 27019, "loss_box_reg": 0.01701284636510536, "loss_cls": 0.05432123300852254, "loss_rpn_cls": 0.0017524513626767657, "loss_rpn_loc": 0.004068921531143133, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5341285620816052, "total_loss": 0.07799419935497554}
{"data_time": 0.0035883095115423203, "eta_seconds": 114593.50642983173, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5550986842105263, "fast_rcnn/fg_cls_accuracy": 0.4292763157894737, "iteration": 27039, "loss_box_reg": 0.018435913952998817, "loss_cls": 0.056100397603586316, "loss_rpn_cls": 0.001526617812544373, "loss_rpn_loc": 0.0038963550905464217, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5335416940506548, "total_loss": 0.08106860567067997}
{"data_time": 0.0035900194197893143, "eta_seconds": 114582.7445056832, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4031339031339031, "fast_rcnn/fg_cls_accuracy": 0.5968660968660968, "iteration": 27059, "loss_box_reg": 0.017469159560278058, "loss_cls": 0.05388159258291125, "loss_rpn_cls": 0.0017233600173085506, "loss_rpn_loc": 0.004633643762645079, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541572567075491, "total_loss": 0.07991122748614998}
{"data_time": 0.0035610473714768887, "eta_seconds": 114571.98258153466, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.35792682926829267, "fast_rcnn/fg_cls_accuracy": 0.6420731707317073, "iteration": 27079, "loss_box_reg": 0.017780591268092394, "loss_cls": 0.05484985053772107, "loss_rpn_cls": 0.0013710977673326852, "loss_rpn_loc": 0.004812477687664796, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5464584964793175, "total_loss": 0.08087311272856823}
{"data_time": 0.0034440895542502403, "eta_seconds": 114632.44468883006, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3737553342816501, "fast_rcnn/fg_cls_accuracy": 0.5785472972972974, "iteration": 27099, "loss_box_reg": 0.017161234456580132, "loss_cls": 0.055240522138774395, "loss_rpn_cls": 0.0018972637719798513, "loss_rpn_loc": 0.0051088113577861805, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.54712247941643, "total_loss": 0.07977092056603396}
{"data_time": 0.003475372912362218, "eta_seconds": 114621.67607386922, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.47364280094413846, "fast_rcnn/fg_cls_accuracy": 0.5080645161290323, "iteration": 27119, "loss_box_reg": 0.018030501320026815, "loss_cls": 0.055760200950317085, "loss_rpn_cls": 0.0015337484428528114, "loss_rpn_loc": 0.0030400090145121794, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380440193694085, "total_loss": 0.07884063521760254}
{"data_time": 0.003516062628477812, "eta_seconds": 114584.7700106143, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43050193050193053, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 27139, "loss_box_reg": 0.017177899251691997, "loss_cls": 0.04840148473158479, "loss_rpn_cls": 0.0011657157781428396, "loss_rpn_loc": 0.004386676831927616, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366735067218542, "total_loss": 0.07377530261101128}
{"data_time": 0.003493898082524538, "eta_seconds": 114574.00385147659, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32730263157894735, "fast_rcnn/fg_cls_accuracy": 0.6726973684210527, "iteration": 27159, "loss_box_reg": 0.017445794481318444, "loss_cls": 0.05295309121720493, "loss_rpn_cls": 0.0014530219827975088, "loss_rpn_loc": 0.004510157425102079, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5390064197126776, "total_loss": 0.07781912071777697}
{"data_time": 0.003975422587245703, "eta_seconds": 114589.37022898672, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44393939393939397, "fast_rcnn/fg_cls_accuracy": 0.556060606060606, "iteration": 27179, "loss_box_reg": 0.01793878385797143, "loss_cls": 0.0555121855577454, "loss_rpn_cls": 0.0014333238596577758, "loss_rpn_loc": 0.003953244951844681, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368535281158984, "total_loss": 0.07926755752669123}
{"data_time": 0.0034920256584882736, "eta_seconds": 114598.13852961361, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.5982142857142857, "iteration": 27199, "loss_box_reg": 0.01736346527468413, "loss_cls": 0.05537412501871586, "loss_rpn_cls": 0.0016805120038156929, "loss_rpn_loc": 0.003657634573755786, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5398747734725475, "total_loss": 0.08040479759256414}
{"data_time": 0.0033883361611515284, "eta_seconds": 114477.8058366857, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4967008797653959, "fast_rcnn/fg_cls_accuracy": 0.5032991202346041, "iteration": 27219, "loss_box_reg": 0.018248147942358628, "loss_cls": 0.055221486021764576, "loss_rpn_cls": 0.0022277145899352035, "loss_rpn_loc": 0.004981381189281819, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346574450377375, "total_loss": 0.07819395156502651}
{"data_time": 0.004033784149214625, "eta_seconds": 114467.04568367987, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5541950113378684, "fast_rcnn/fg_cls_accuracy": 0.44580498866213153, "iteration": 27239, "loss_box_reg": 0.018547827668953687, "loss_cls": 0.05575881327968091, "loss_rpn_cls": 0.0014986948542627943, "loss_rpn_loc": 0.005108050965645816, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367569725494832, "total_loss": 0.08111794213573376}
{"data_time": 0.0034756024833768606, "eta_seconds": 114499.938285443, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5174418604651163, "fast_rcnn/fg_cls_accuracy": 0.4825581395348837, "iteration": 27259, "loss_box_reg": 0.017851922137197107, "loss_cls": 0.052735346369445324, "loss_rpn_cls": 0.0019189238448689139, "loss_rpn_loc": 0.0041793122290982865, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.535615069558844, "total_loss": 0.07714881650230154}
{"data_time": 0.003488873830065131, "eta_seconds": 114474.12871984346, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3844186046511628, "fast_rcnn/fg_cls_accuracy": 0.6155813953488372, "iteration": 27279, "loss_box_reg": 0.01818330498645082, "loss_cls": 0.05501283664489165, "loss_rpn_cls": 0.0017073557473850087, "loss_rpn_loc": 0.005789265676867217, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5385844260454178, "total_loss": 0.08165381006710959}
{"data_time": 0.0036457600072026253, "eta_seconds": 114498.64073751261, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41941391941391937, "fast_rcnn/fg_cls_accuracy": 0.5805860805860805, "iteration": 27299, "loss_box_reg": 0.016310070815961808, "loss_cls": 0.0508686084067449, "loss_rpn_cls": 0.0016601303359493613, "loss_rpn_loc": 0.003798711026320234, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5371736865490675, "total_loss": 0.07466648831632483}
{"data_time": 0.003360489849001169, "eta_seconds": 114487.8745783749, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4543114543114543, "fast_rcnn/fg_cls_accuracy": 0.5451474201474201, "iteration": 27319, "loss_box_reg": 0.018971651035826653, "loss_cls": 0.05465180962346494, "loss_rpn_cls": 0.001157360438469368, "loss_rpn_loc": 0.004153650279477006, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415579301770777, "total_loss": 0.07977784462786985}
{"data_time": 0.0039757015183568, "eta_seconds": 114563.91170535609, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4062330623306233, "fast_rcnn/fg_cls_accuracy": 0.5937669376693766, "iteration": 27339, "loss_box_reg": 0.01722635584883392, "loss_cls": 0.05144367890898138, "loss_rpn_cls": 0.001764769377587072, "loss_rpn_loc": 0.004834352614125237, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5445553211029619, "total_loss": 0.07589565304657242}
{"data_time": 0.0034336610697209835, "eta_seconds": 114611.28590552881, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21101364522417154, "fast_rcnn/fg_cls_accuracy": 0.7334307992202729, "iteration": 27359, "loss_box_reg": 0.017137412447482347, "loss_cls": 0.05229092575609684, "loss_rpn_cls": 0.001447681278705204, "loss_rpn_loc": 0.003689605502586346, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.536732180044055, "total_loss": 0.07370175554228808}
{"data_time": 0.003596483962610364, "eta_seconds": 114600.50611368194, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5421022067363531, "fast_rcnn/fg_cls_accuracy": 0.45789779326364694, "iteration": 27379, "loss_box_reg": 0.017672405199846253, "loss_cls": 0.055874228943139315, "loss_rpn_cls": 0.0017778244498458662, "loss_rpn_loc": 0.0030178134329617023, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406384528614581, "total_loss": 0.08186922502250127}
{"data_time": 0.0033044239971786737, "eta_seconds": 114592.40051133, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5192567567567568, "fast_rcnn/fg_cls_accuracy": 0.48074324324324325, "iteration": 27399, "loss_box_reg": 0.01875695533817634, "loss_cls": 0.05145183310378343, "loss_rpn_cls": 0.0013205972759351425, "loss_rpn_loc": 0.003963711904361844, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376292653381824, "total_loss": 0.07705781794174982}
{"data_time": 0.003547110129147768, "eta_seconds": 114597.74744567554, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.40440386680988183, "fast_rcnn/fg_cls_accuracy": 0.5955961331901182, "iteration": 27419, "loss_box_reg": 0.016431555734016, "loss_cls": 0.053874860517680645, "loss_rpn_cls": 0.0024753245650117606, "loss_rpn_loc": 0.0035340302492841147, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5388122180011123, "total_loss": 0.07736092266213745}
{"data_time": 0.0036372574977576733, "eta_seconds": 114586.96588500496, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38615888615888616, "fast_rcnn/fg_cls_accuracy": 0.6138411138411138, "iteration": 27439, "loss_box_reg": 0.016536579292733222, "loss_cls": 0.05392837221734226, "loss_rpn_cls": 0.00155551003626897, "loss_rpn_loc": 0.004192144639091566, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399642698466778, "total_loss": 0.0793024471940953}
{"data_time": 0.0036636749282479286, "eta_seconds": 114560.06038108282, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39166666666666666, "fast_rcnn/fg_cls_accuracy": 0.4017857142857143, "iteration": 27459, "loss_box_reg": 0.017480935144703835, "loss_cls": 0.052790120244026184, "loss_rpn_cls": 0.0019341220223623168, "loss_rpn_loc": 0.00414075783919543, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5408017325680703, "total_loss": 0.07657072646270535}
{"data_time": 0.0036050379276275635, "eta_seconds": 114537.65982851619, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4052526595744681, "fast_rcnn/fg_cls_accuracy": 0.584375, "iteration": 27479, "loss_box_reg": 0.017772389051970094, "loss_cls": 0.055921181570738554, "loss_rpn_cls": 0.0015021386307125795, "loss_rpn_loc": 0.004816102715267334, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5342260897159576, "total_loss": 0.08036167296069152}
{"data_time": 0.0036340130027383566, "eta_seconds": 114492.00452350685, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4497847919655667, "fast_rcnn/fg_cls_accuracy": 0.5060975609756098, "iteration": 27499, "loss_box_reg": 0.01829749473836273, "loss_cls": 0.056190462317317724, "loss_rpn_cls": 0.0016658557952951014, "loss_rpn_loc": 0.00421818534960039, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400762895587832, "total_loss": 0.07906633754123504}
{"data_time": 0.003582307603210211, "eta_seconds": 114498.64090381726, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5125, "fast_rcnn/fg_cls_accuracy": 0.4875, "iteration": 27519, "loss_box_reg": 0.01919031486613676, "loss_cls": 0.053448697086423635, "loss_rpn_cls": 0.0015711740461483714, "loss_rpn_loc": 0.0054159857900231145, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429619832430035, "total_loss": 0.07913615850566202}
{"data_time": 0.0034478360321372747, "eta_seconds": 114435.42257990944, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5349593495934959, "fast_rcnn/fg_cls_accuracy": 0.4382621951219512, "iteration": 27539, "loss_box_reg": 0.016930348181631416, "loss_cls": 0.05416425451403484, "loss_rpn_cls": 0.0013182202461052839, "loss_rpn_loc": 0.0037384848001238424, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.531149900984019, "total_loss": 0.07862313236182672}
{"data_time": 0.0035849036648869514, "eta_seconds": 114459.67752141552, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42203742203742206, "fast_rcnn/fg_cls_accuracy": 0.577962577962578, "iteration": 27559, "loss_box_reg": 0.018734885728918016, "loss_cls": 0.0528899219352752, "loss_rpn_cls": 0.0015074792927407543, "loss_rpn_loc": 0.004465796384465648, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396873657591641, "total_loss": 0.0787156543265155}
{"data_time": 0.003601935924962163, "eta_seconds": 114413.87784038926, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38645833333333335, "fast_rcnn/fg_cls_accuracy": 0.5805617147080562, "iteration": 27579, "loss_box_reg": 0.016977667342871428, "loss_cls": 0.05422481754794717, "loss_rpn_cls": 0.0011822373887753201, "loss_rpn_loc": 0.0030753244063816965, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5328077836893499, "total_loss": 0.07644044758762902}
{"data_time": 0.003468193346634507, "eta_seconds": 114455.53167865216, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5277777777777778, "fast_rcnn/fg_cls_accuracy": 0.4722222222222222, "iteration": 27599, "loss_box_reg": 0.01603299262933433, "loss_cls": 0.054708894807845354, "loss_rpn_cls": 0.0018952007574739582, "loss_rpn_loc": 0.00443834841644275, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5456910976208746, "total_loss": 0.08151727873655545}
{"data_time": 0.0041238435078412294, "eta_seconds": 114444.75437236088, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33854166666666663, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 27619, "loss_box_reg": 0.01722594490274787, "loss_cls": 0.05151240457780659, "loss_rpn_cls": 0.001611528174180421, "loss_rpn_loc": 0.005298244315781631, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5416220393963158, "total_loss": 0.07733287290307089}
{"data_time": 0.0035883684176951647, "eta_seconds": 114447.90024157078, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.42857142857142855, "fast_rcnn/fg_cls_accuracy": 0.5465838509316769, "iteration": 27639, "loss_box_reg": 0.017450672981794924, "loss_cls": 0.05262301163747907, "loss_rpn_cls": 0.0017263544190200264, "loss_rpn_loc": 0.003967344451666577, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5402272408828139, "total_loss": 0.07737554772467092}
{"data_time": 0.0035135962534695864, "eta_seconds": 114437.12162400526, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42857142857142855, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 27659, "loss_box_reg": 0.017674621602054685, "loss_cls": 0.053626481792889535, "loss_rpn_cls": 0.002568119256238788, "loss_rpn_loc": 0.004800632083060918, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542622605105862, "total_loss": 0.07827515555550235}
{"data_time": 0.0034038343001157045, "eta_seconds": 114411.56579722976, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.458041958041958, "fast_rcnn/fg_cls_accuracy": 0.5419580419580419, "iteration": 27679, "loss_box_reg": 0.017266210459638387, "loss_cls": 0.05385399400256574, "loss_rpn_cls": 0.0017991412673836749, "loss_rpn_loc": 0.004361112536571454, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538302999921143, "total_loss": 0.0785694559208423}
{"data_time": 0.0033585105556994677, "eta_seconds": 114384.24784986908, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5107159142726858, "fast_rcnn/fg_cls_accuracy": 0.4892840857273142, "iteration": 27699, "loss_box_reg": 0.01680921408114955, "loss_cls": 0.05237894074525684, "loss_rpn_cls": 0.0015311832551105908, "loss_rpn_loc": 0.003801487328018993, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537938812514767, "total_loss": 0.0734432064361954}
{"data_time": 0.0034655744675546885, "eta_seconds": 114373.4721825053, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.40678433535576397, "fast_rcnn/fg_cls_accuracy": 0.5932156646442361, "iteration": 27719, "loss_box_reg": 0.017623854510020465, "loss_cls": 0.055481767980381846, "loss_rpn_cls": 0.0013121038676899843, "loss_rpn_loc": 0.0038684833743900526, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380840583238751, "total_loss": 0.07711675510051919}
{"data_time": 0.0037340226117521524, "eta_seconds": 114362.69651514152, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4124149659863946, "fast_rcnn/fg_cls_accuracy": 0.5509259259259259, "iteration": 27739, "loss_box_reg": 0.01784312119707465, "loss_cls": 0.051387686165980995, "loss_rpn_cls": 0.001621961339878908, "loss_rpn_loc": 0.0040073789496091194, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5405777916312218, "total_loss": 0.07636537918551767}
{"data_time": 0.00404760567471385, "eta_seconds": 114337.65092920884, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 27759, "loss_box_reg": 0.01815181935671717, "loss_cls": 0.0509400290902704, "loss_rpn_cls": 0.0018369722308761993, "loss_rpn_loc": 0.003359462265507318, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5375854717567563, "total_loss": 0.0752650720511383}
{"data_time": 0.004032285185530782, "eta_seconds": 114341.14518041397, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29447115384615385, "fast_rcnn/fg_cls_accuracy": 0.7055288461538461, "iteration": 27779, "loss_box_reg": 0.016941589361522347, "loss_cls": 0.054814354167319834, "loss_rpn_cls": 0.0016186037386205498, "loss_rpn_loc": 0.004626749050657963, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5396556847263128, "total_loss": 0.07708967256576216}
{"data_time": 0.0038141035474836826, "eta_seconds": 114346.90244364878, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36914235190097255, "fast_rcnn/fg_cls_accuracy": 0.6251596424010217, "iteration": 27799, "loss_box_reg": 0.01663977897260338, "loss_cls": 0.05282669235020876, "loss_rpn_cls": 0.001558796235030968, "loss_rpn_loc": 0.0036456395173445344, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399425178766251, "total_loss": 0.07696064626907173}
{"data_time": 0.0035469643771648407, "eta_seconds": 114336.12521805195, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.403125, "fast_rcnn/fg_cls_accuracy": 0.5909926470588236, "iteration": 27819, "loss_box_reg": 0.01754007051931694, "loss_cls": 0.05631539400201291, "loss_rpn_cls": 0.001396105828916916, "loss_rpn_loc": 0.0034977455070475116, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356725328601897, "total_loss": 0.08332064846035792}
{"data_time": 0.003887477796524763, "eta_seconds": 114342.78272089572, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.429866036249015, "fast_rcnn/fg_cls_accuracy": 0.4997635933806146, "iteration": 27839, "loss_box_reg": 0.01723591290647164, "loss_cls": 0.054222868755459785, "loss_rpn_cls": 0.0017823691248395335, "loss_rpn_loc": 0.004661791885155253, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5458090843167156, "total_loss": 0.07699592472886252}
{"data_time": 0.003658800385892391, "eta_seconds": 114289.13913976634, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3085526315789474, "fast_rcnn/fg_cls_accuracy": 0.6693181818181818, "iteration": 27859, "loss_box_reg": 0.017847537470515817, "loss_cls": 0.052314567496068776, "loss_rpn_cls": 0.0016607173864713332, "loss_rpn_loc": 0.004235718301060842, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5363714210689068, "total_loss": 0.07904255279345307}
{"data_time": 0.0034224954433739185, "eta_seconds": 114278.36431178497, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 27879, "loss_box_reg": 0.018037173722404987, "loss_cls": 0.05397451703902334, "loss_rpn_cls": 0.0015997886591776478, "loss_rpn_loc": 0.0041499737089907285, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.533147034002468, "total_loss": 0.07737226765357264}
{"data_time": 0.003660782938823104, "eta_seconds": 114276.4911762313, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4428904428904429, "fast_rcnn/fg_cls_accuracy": 0.5370879120879121, "iteration": 27899, "loss_box_reg": 0.017514311708509922, "loss_cls": 0.05204590316861868, "loss_rpn_cls": 0.0014822375726453174, "loss_rpn_loc": 0.003927761354134418, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5391084919683635, "total_loss": 0.07815128487538914}
{"data_time": 0.0035017789341509342, "eta_seconds": 114256.81465582224, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4100197758734344, "fast_rcnn/fg_cls_accuracy": 0.5899802241265656, "iteration": 27919, "loss_box_reg": 0.01849626237526536, "loss_cls": 0.05447698978241533, "loss_rpn_cls": 0.001306427221152262, "loss_rpn_loc": 0.004247816206770949, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5390016532037407, "total_loss": 0.07916038888902222}
{"data_time": 0.003511406946927309, "eta_seconds": 114254.93984150374, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38003403289846854, "fast_rcnn/fg_cls_accuracy": 0.6199659671015315, "iteration": 27939, "loss_box_reg": 0.01707469206303358, "loss_cls": 0.052932589256670326, "loss_rpn_cls": 0.0017409315444183449, "loss_rpn_loc": 0.004181639480520971, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387032085563987, "total_loss": 0.07718659482247858}
{"data_time": 0.00381846958771348, "eta_seconds": 114244.16417413997, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34748010610079577, "fast_rcnn/fg_cls_accuracy": 0.6132478632478633, "iteration": 27959, "loss_box_reg": 0.017148255370557308, "loss_cls": 0.05256169196218252, "loss_rpn_cls": 0.0016859716693033988, "loss_rpn_loc": 0.003816559008555487, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5396452166605741, "total_loss": 0.07898532043930118}
{"data_time": 0.0036454927176237106, "eta_seconds": 114267.3306369551, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.449874686716792, "fast_rcnn/fg_cls_accuracy": 0.5455486542443064, "iteration": 27979, "loss_box_reg": 0.01610051712486893, "loss_cls": 0.05579494294943288, "loss_rpn_cls": 0.0022882907971961686, "loss_rpn_loc": 0.004804385385796195, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396726075559855, "total_loss": 0.07920374716786682}
{"data_time": 0.003566645085811615, "eta_seconds": 114239.13018768048, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29910714285714285, "fast_rcnn/fg_cls_accuracy": 0.6354895104895104, "iteration": 27999, "loss_box_reg": 0.0184502846095711, "loss_cls": 0.049420006456784904, "loss_rpn_cls": 0.001712794876539192, "loss_rpn_loc": 0.004574733815388754, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5413791697937995, "total_loss": 0.07552574066613715}
{"data_time": 0.0038963055703788996, "eta_seconds": 114228.35296208365, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.39861111111111114, "fast_rcnn/fg_cls_accuracy": 0.6013888888888889, "iteration": 28019, "loss_box_reg": 0.017393705260474235, "loss_cls": 0.05535629636142403, "loss_rpn_cls": 0.002228054297802373, "loss_rpn_loc": 0.0030923140184313525, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368634730111808, "total_loss": 0.0798900575478001}
{"data_time": 0.003371535800397396, "eta_seconds": 114217.57573648682, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3325035561877667, "fast_rcnn/fg_cls_accuracy": 0.6648648648648648, "iteration": 28039, "loss_box_reg": 0.017406743252649903, "loss_cls": 0.05309886229224503, "loss_rpn_cls": 0.001818049585153858, "loss_rpn_loc": 0.004826478379982291, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5355550509411842, "total_loss": 0.07839949491312836}
{"data_time": 0.003615378402173519, "eta_seconds": 114165.58610925637, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.28967813540510545, "fast_rcnn/fg_cls_accuracy": 0.5663924794359576, "iteration": 28059, "loss_box_reg": 0.018197206547483802, "loss_cls": 0.05711546528618783, "loss_rpn_cls": 0.0014276500473897613, "loss_rpn_loc": 0.004693855022196658, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366412340663373, "total_loss": 0.08247111349510305}
{"data_time": 0.003474991535767913, "eta_seconds": 114171.9221068453, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4517625231910946, "fast_rcnn/fg_cls_accuracy": 0.5482374768089053, "iteration": 28079, "loss_box_reg": 0.018692985409870744, "loss_cls": 0.05447982402984053, "loss_rpn_cls": 0.001731265759985945, "loss_rpn_loc": 0.004422137575602392, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401764295529574, "total_loss": 0.07868417108738868}
{"data_time": 0.0034198362845927477, "eta_seconds": 114144.0394361522, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30714285714285716, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 28099, "loss_box_reg": 0.016940090514253825, "loss_cls": 0.056273564929142594, "loss_rpn_cls": 0.0014855093809273967, "loss_rpn_loc": 0.004033370663819369, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.54139991896227, "total_loss": 0.08195635824813507}
{"data_time": 0.0034495769068598747, "eta_seconds": 114133.26609960012, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3352272727272727, "fast_rcnn/fg_cls_accuracy": 0.6647727272727273, "iteration": 28119, "loss_box_reg": 0.01813571306411177, "loss_cls": 0.05316109157865867, "loss_rpn_cls": 0.0017091788449761225, "loss_rpn_loc": 0.003978949382144492, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391471984330565, "total_loss": 0.07794166759322252}
{"data_time": 0.003773350268602371, "eta_seconds": 114120.28939187061, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48088578088578093, "fast_rcnn/fg_cls_accuracy": 0.5114219114219114, "iteration": 28139, "loss_box_reg": 0.017132652108557522, "loss_cls": 0.0550718983868137, "loss_rpn_cls": 0.0018184284303970344, "loss_rpn_loc": 0.003836159041384235, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5322230949532241, "total_loss": 0.07851717502273914}
{"data_time": 0.003934497945010662, "eta_seconds": 114117.0716708065, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.45239880059970017, "fast_rcnn/fg_cls_accuracy": 0.4995471014492754, "iteration": 28159, "loss_box_reg": 0.018048346450086683, "loss_cls": 0.054368706652894616, "loss_rpn_cls": 0.0019443313403542106, "loss_rpn_loc": 0.0049350770423188806, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5453691824804991, "total_loss": 0.0784051957207339}
{"data_time": 0.003392874961718917, "eta_seconds": 114106.29782894673, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43434343434343436, "fast_rcnn/fg_cls_accuracy": 0.5656565656565657, "iteration": 28179, "loss_box_reg": 0.017694173089694232, "loss_cls": 0.053444754565134645, "loss_rpn_cls": 0.0022008324206126417, "loss_rpn_loc": 0.004097044260561233, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5399845510255545, "total_loss": 0.07865861238542493}
{"data_time": 0.003386846510693431, "eta_seconds": 114090.17275339179, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35683987274655354, "fast_rcnn/fg_cls_accuracy": 0.6270731707317073, "iteration": 28199, "loss_box_reg": 0.01703763724071905, "loss_cls": 0.052679833956062794, "loss_rpn_cls": 0.0011388819748390233, "loss_rpn_loc": 0.003968878063460579, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.536508701974526, "total_loss": 0.07525088912581168}
{"data_time": 0.0032534701749682426, "eta_seconds": 114105.38571046107, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.43843843843843844, "fast_rcnn/fg_cls_accuracy": 0.5615615615615616, "iteration": 28219, "loss_box_reg": 0.017540565400850028, "loss_cls": 0.05545082245953381, "loss_rpn_cls": 0.001434986900221702, "loss_rpn_loc": 0.0035844623198499903, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5412581213749945, "total_loss": 0.07867835105730592}
{"data_time": 0.003952304599806666, "eta_seconds": 114109.80348051852, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.46247654784240155, "fast_rcnn/fg_cls_accuracy": 0.5357345433919456, "iteration": 28239, "loss_box_reg": 0.019058812235016376, "loss_cls": 0.05728719080798328, "loss_rpn_cls": 0.0023075450852729773, "loss_rpn_loc": 0.0043942358388449065, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5439258394762874, "total_loss": 0.08485084338383331}
{"data_time": 0.003910609520971775, "eta_seconds": 114083.83412921242, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.48032407407407407, "fast_rcnn/fg_cls_accuracy": 0.514161220043573, "iteration": 28259, "loss_box_reg": 0.01713333319639787, "loss_cls": 0.05539747991133481, "loss_rpn_cls": 0.0013554788040437415, "loss_rpn_loc": 0.0032415961468359455, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5360409263521433, "total_loss": 0.07660340728762094}
{"data_time": 0.0034853823017328978, "eta_seconds": 114052.42861964786, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.41300602928509905, "fast_rcnn/fg_cls_accuracy": 0.586993970714901, "iteration": 28279, "loss_box_reg": 0.01744218124076724, "loss_cls": 0.053546225535683334, "loss_rpn_cls": 0.001469584156836845, "loss_rpn_loc": 0.005097696775919758, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5348629076033831, "total_loss": 0.07746770628824606}
{"data_time": 0.0033765046391636133, "eta_seconds": 114036.44433042803, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2873090481786134, "fast_rcnn/fg_cls_accuracy": 0.7126909518213866, "iteration": 28299, "loss_box_reg": 0.017917636199854314, "loss_cls": 0.050903202034533024, "loss_rpn_cls": 0.0018861854978240444, "loss_rpn_loc": 0.004544408664514776, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5373103914316744, "total_loss": 0.07639521829105433}
{"data_time": 0.0036755490582436323, "eta_seconds": 114017.79574693786, "fast_rcnn/cls_accuracy": 0.962890625, "fast_rcnn/false_negative": 0.548121292023731, "fast_rcnn/fg_cls_accuracy": 0.42485168094924197, "iteration": 28319, "loss_box_reg": 0.018066719407215714, "loss_cls": 0.057839839602820575, "loss_rpn_cls": 0.0015119042025162344, "loss_rpn_loc": 0.004694920677138725, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5382077940739691, "total_loss": 0.08268161422847697}
{"data_time": 0.003628380596637726, "eta_seconds": 113988.31147658033, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4411764705882353, "fast_rcnn/fg_cls_accuracy": 0.5516934046345812, "iteration": 28339, "loss_box_reg": 0.017859970044810325, "loss_cls": 0.05361548432847485, "loss_rpn_cls": 0.0015839422605949949, "loss_rpn_loc": 0.003119446977507323, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376579945441335, "total_loss": 0.07884509922291727}
{"data_time": 0.0035989496391266584, "eta_seconds": 114001.92319842638, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4562594268476622, "fast_rcnn/fg_cls_accuracy": 0.5437405731523379, "iteration": 28359, "loss_box_reg": 0.01696016069035977, "loss_cls": 0.05414224899141118, "loss_rpn_cls": 0.0014391026788871386, "loss_rpn_loc": 0.004109607350983424, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5416778328362852, "total_loss": 0.07577585581884705}
{"data_time": 0.0036115464754402637, "eta_seconds": 113991.15005681408, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36936936936936937, "fast_rcnn/fg_cls_accuracy": 0.613963963963964, "iteration": 28379, "loss_box_reg": 0.017395004455465823, "loss_cls": 0.05679021589457989, "loss_rpn_cls": 0.0013675964709136679, "loss_rpn_loc": 0.003628288395702839, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425327280536294, "total_loss": 0.08077322299004663}
{"data_time": 0.0031949314288794994, "eta_seconds": 113974.70532474713, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3829268292682927, "fast_rcnn/fg_cls_accuracy": 0.6170731707317073, "iteration": 28399, "loss_box_reg": 0.017193121602758765, "loss_cls": 0.05866756197065115, "loss_rpn_cls": 0.0020792988715925276, "loss_rpn_loc": 0.006126166343165096, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5361881954595447, "total_loss": 0.08287205769454431}
{"data_time": 0.003443649038672447, "eta_seconds": 113969.60377358948, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5053191489361701, "fast_rcnn/fg_cls_accuracy": 0.49468085106382975, "iteration": 28419, "loss_box_reg": 0.01803726883372292, "loss_cls": 0.0546171807218343, "loss_rpn_cls": 0.0015616468555492702, "loss_rpn_loc": 0.0037747482710983604, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540487656602636, "total_loss": 0.07860937085675346}
{"data_time": 0.0036178966984152794, "eta_seconds": 113958.83063197718, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3944444444444445, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 28439, "loss_box_reg": 0.017447824764531106, "loss_cls": 0.05311375483870506, "loss_rpn_cls": 0.0018866493785480998, "loss_rpn_loc": 0.00412553168280283, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5410899354610592, "total_loss": 0.07601421984918488}
{"data_time": 0.003847024403512478, "eta_seconds": 113899.62255629222, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4648268398268398, "fast_rcnn/fg_cls_accuracy": 0.5351731601731602, "iteration": 28459, "loss_box_reg": 0.018532597576268017, "loss_cls": 0.054246220737695694, "loss_rpn_cls": 0.0018486144020926076, "loss_rpn_loc": 0.004057425572682405, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.532481531612575, "total_loss": 0.07706181933781409}
{"data_time": 0.003557588905096054, "eta_seconds": 113931.61490255641, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23392612859097128, "fast_rcnn/fg_cls_accuracy": 0.7660738714090287, "iteration": 28479, "loss_box_reg": 0.018083046656101942, "loss_cls": 0.051115557784214616, "loss_rpn_cls": 0.0019173237546965538, "loss_rpn_loc": 0.004284082246158505, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422670124098659, "total_loss": 0.07830843124133935}
{"data_time": 0.003442545887082815, "eta_seconds": 113920.84229700873, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4543582704186685, "fast_rcnn/fg_cls_accuracy": 0.5456417295813315, "iteration": 28499, "loss_box_reg": 0.016991041076835245, "loss_cls": 0.052357635577209294, "loss_rpn_cls": 0.0020719424954904753, "loss_rpn_loc": 0.004435624625330092, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400183510500938, "total_loss": 0.0771339159996387}
{"data_time": 0.0035282669123262167, "eta_seconds": 113891.3739393591, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4301948051948052, "fast_rcnn/fg_cls_accuracy": 0.5698051948051948, "iteration": 28519, "loss_box_reg": 0.01734912474057637, "loss_cls": 0.053430925647262484, "loss_rpn_cls": 0.001896139414384379, "loss_rpn_loc": 0.004360569299024064, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374127370305359, "total_loss": 0.07683139126584138}
{"data_time": 0.0036422174889594316, "eta_seconds": 113904.96492391569, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4158823529411765, "fast_rcnn/fg_cls_accuracy": 0.5841176470588235, "iteration": 28539, "loss_box_reg": 0.018099077395163476, "loss_cls": 0.05424741003662348, "loss_rpn_cls": 0.0018225398337108345, "loss_rpn_loc": 0.00457456069852924, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358629261609167, "total_loss": 0.07867128723978567}
{"data_time": 0.003579310607165098, "eta_seconds": 113913.32327703945, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4290598290598291, "fast_rcnn/fg_cls_accuracy": 0.5709401709401709, "iteration": 28559, "loss_box_reg": 0.018308658385649323, "loss_cls": 0.056840179197024554, "loss_rpn_cls": 0.0017011909754955923, "loss_rpn_loc": 0.0036662764323409647, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5454791337251663, "total_loss": 0.08227298171186703}
{"data_time": 0.003730847965925932, "eta_seconds": 114001.796842732, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.42083333333333334, "fast_rcnn/fg_cls_accuracy": 0.5666666666666667, "iteration": 28579, "loss_box_reg": 0.01730669173412025, "loss_cls": 0.05503728229086846, "loss_rpn_cls": 0.001823914390115533, "loss_rpn_loc": 0.0040643343400006415, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5436423700302839, "total_loss": 0.0798494668991907}
{"data_time": 0.00378606840968132, "eta_seconds": 113970.81831155601, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38181818181818183, "fast_rcnn/fg_cls_accuracy": 0.6181818181818182, "iteration": 28599, "loss_box_reg": 0.016994148318190128, "loss_cls": 0.053575843339785933, "loss_rpn_cls": 0.0017428064763862494, "loss_rpn_loc": 0.0036564649035426555, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400744643993676, "total_loss": 0.07633306974207699}
{"data_time": 0.0037387842312455177, "eta_seconds": 113923.50143713923, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35758651286601595, "fast_rcnn/fg_cls_accuracy": 0.6302800189843379, "iteration": 28619, "loss_box_reg": 0.016840253316331655, "loss_cls": 0.055005468893796206, "loss_rpn_cls": 0.001727336917156208, "loss_rpn_loc": 0.004844964187213918, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5369513926561922, "total_loss": 0.08019581523649322}
{"data_time": 0.003923376556485891, "eta_seconds": 113949.25345267425, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3098220171390903, "fast_rcnn/fg_cls_accuracy": 0.6512474012474012, "iteration": 28639, "loss_box_reg": 0.017205670301336795, "loss_cls": 0.053368420572951436, "loss_rpn_cls": 0.001461163433305046, "loss_rpn_loc": 0.003481804895272944, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5464033659081906, "total_loss": 0.08045176886497529}
{"data_time": 0.003657494904473424, "eta_seconds": 113958.6594829266, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32132728304027225, "fast_rcnn/fg_cls_accuracy": 0.6786727169597278, "iteration": 28659, "loss_box_reg": 0.01884376408997923, "loss_cls": 0.05563410185277462, "loss_rpn_cls": 0.002066182219550683, "loss_rpn_loc": 0.005322689525200985, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5443854127079248, "total_loss": 0.08322408388403346}
{"data_time": 0.0033901745919138193, "eta_seconds": 113907.09278233675, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3577519379844961, "fast_rcnn/fg_cls_accuracy": 0.6422480620155039, "iteration": 28679, "loss_box_reg": 0.017876411438919604, "loss_cls": 0.05502959794830531, "loss_rpn_cls": 0.0018235820705285732, "loss_rpn_loc": 0.004279844801203581, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5316765189636499, "total_loss": 0.08049981431463493}
{"data_time": 0.0036459241528064013, "eta_seconds": 113937.0908030239, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2507936507936508, "fast_rcnn/fg_cls_accuracy": 0.7238095238095238, "iteration": 28699, "loss_box_reg": 0.017507594311609864, "loss_cls": 0.05264993605669588, "loss_rpn_cls": 0.0016469272718495631, "loss_rpn_loc": 0.0034319735132157803, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5471817136276513, "total_loss": 0.0759964054620923}
{"data_time": 0.003658549627289176, "eta_seconds": 113938.32517219917, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4111111111111111, "fast_rcnn/fg_cls_accuracy": 0.5173992673992674, "iteration": 28719, "loss_box_reg": 0.0178388089989312, "loss_cls": 0.05507595220115036, "loss_rpn_cls": 0.0016572500343272623, "loss_rpn_loc": 0.005159053638635669, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392554660793394, "total_loss": 0.07931574895792437}
{"data_time": 0.0035307593643665314, "eta_seconds": 113843.6699145576, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33962264150943394, "fast_rcnn/fg_cls_accuracy": 0.660377358490566, "iteration": 28739, "loss_box_reg": 0.01707903965143487, "loss_cls": 0.05123306286986917, "loss_rpn_cls": 0.0014273551960286568, "loss_rpn_loc": 0.004731352681119461, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5313107918482274, "total_loss": 0.07688057010796001}
{"data_time": 0.003947364166378975, "eta_seconds": 113832.89237682801, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.44953416149068326, "fast_rcnn/fg_cls_accuracy": 0.5504658385093167, "iteration": 28759, "loss_box_reg": 0.01657875330420211, "loss_cls": 0.05319870437961072, "loss_rpn_cls": 0.0013586556423206275, "loss_rpn_loc": 0.003830592439044267, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331767571624368, "total_loss": 0.07522410188437334}
{"data_time": 0.0038241299334913492, "eta_seconds": 113853.19038135326, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.530764029749831, "fast_rcnn/fg_cls_accuracy": 0.46923597025016905, "iteration": 28779, "loss_box_reg": 0.016459592094179243, "loss_cls": 0.0533108125673607, "loss_rpn_cls": 0.0009407813504367368, "loss_rpn_loc": 0.0035164143482688814, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5411323716398329, "total_loss": 0.07700673586521134}
{"data_time": 0.003758298000320792, "eta_seconds": 113862.99401714723, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.48684210526315785, "fast_rcnn/fg_cls_accuracy": 0.513157894736842, "iteration": 28799, "loss_box_reg": 0.016070510959252715, "loss_cls": 0.05547796655446291, "loss_rpn_cls": 0.0017058417303132956, "loss_rpn_loc": 0.0035173195028619375, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5398641056381166, "total_loss": 0.0773169328468839}
{"data_time": 0.003630794817581773, "eta_seconds": 113886.6827355139, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.40555555555555556, "fast_rcnn/fg_cls_accuracy": 0.5944444444444444, "iteration": 28819, "loss_box_reg": 0.017862296372186393, "loss_cls": 0.05498622416052967, "loss_rpn_cls": 0.0012692416774058302, "loss_rpn_loc": 0.0034786253127094824, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420359931886196, "total_loss": 0.07782587422309462}
{"data_time": 0.0035026974510401487, "eta_seconds": 113875.89704146609, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4107142857142857, "fast_rcnn/fg_cls_accuracy": 0.5677655677655677, "iteration": 28839, "loss_box_reg": 0.017901500163134187, "loss_cls": 0.05527272110339254, "loss_rpn_cls": 0.002238373322143161, "loss_rpn_loc": 0.004342075440945337, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5430611788760871, "total_loss": 0.08222676437299015}
{"data_time": 0.00393590796738863, "eta_seconds": 113862.8268286467, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.42810457516339867, "fast_rcnn/fg_cls_accuracy": 0.5718954248366013, "iteration": 28859, "loss_box_reg": 0.018043330928776413, "loss_cls": 0.055133656365796924, "loss_rpn_cls": 0.0014160383784656005, "loss_rpn_loc": 0.004036755013657967, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5335644548758864, "total_loss": 0.07918448313023418}
{"data_time": 0.0034498595632612705, "eta_seconds": 113854.32565337047, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.424812030075188, "fast_rcnn/fg_cls_accuracy": 0.5568181818181819, "iteration": 28879, "loss_box_reg": 0.01664710754994303, "loss_cls": 0.05242604861268774, "loss_rpn_cls": 0.0016564209946636765, "loss_rpn_loc": 0.004283653972379398, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5359973930753767, "total_loss": 0.07705578449099448}
{"data_time": 0.003725537331774831, "eta_seconds": 113841.255873346, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4744245524296675, "fast_rcnn/fg_cls_accuracy": 0.5255754475703325, "iteration": 28899, "loss_box_reg": 0.016435187018942088, "loss_cls": 0.05204852658789605, "loss_rpn_cls": 0.0016882836097238396, "loss_rpn_loc": 0.003536168565915432, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5356682550627738, "total_loss": 0.07313008291339429}
{"data_time": 0.0034841054584831, "eta_seconds": 113830.47039569565, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5166666666666666, "fast_rcnn/fg_cls_accuracy": 0.48333333333333334, "iteration": 28919, "loss_box_reg": 0.017061248887330294, "loss_cls": 0.05380245135165751, "loss_rpn_cls": 0.002225879223942684, "loss_rpn_loc": 0.005573658738285303, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5388429977465421, "total_loss": 0.07900101122788783}
{"data_time": 0.003974236082285643, "eta_seconds": 113821.96857122704, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.40704584040747027, "fast_rcnn/fg_cls_accuracy": 0.5929541595925297, "iteration": 28939, "loss_box_reg": 0.016033682215493172, "loss_cls": 0.05272881605196744, "loss_rpn_cls": 0.001697941252587043, "loss_rpn_loc": 0.0036828884040005505, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.541097838897258, "total_loss": 0.07515906525441096}
{"data_time": 0.003405391937121749, "eta_seconds": 113811.18287717924, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.47159090909090906, "fast_rcnn/fg_cls_accuracy": 0.5075757575757576, "iteration": 28959, "loss_box_reg": 0.017812461068388075, "loss_cls": 0.0526694068685174, "loss_rpn_cls": 0.001566088399158616, "loss_rpn_loc": 0.00409340482292464, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5396848348900676, "total_loss": 0.07794970753616326}
{"data_time": 0.0037228360306471586, "eta_seconds": 113765.86813619384, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2983912817851583, "fast_rcnn/fg_cls_accuracy": 0.7016087182148417, "iteration": 28979, "loss_box_reg": 0.01731154916342348, "loss_cls": 0.05446294415742159, "loss_rpn_cls": 0.0017021570115502982, "loss_rpn_loc": 0.004029550727864262, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5359276933595538, "total_loss": 0.079119478116354}
{"data_time": 0.003689582459628582, "eta_seconds": 113787.32848509424, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5135897435897436, "fast_rcnn/fg_cls_accuracy": 0.43000000000000005, "iteration": 28999, "loss_box_reg": 0.019115022907499224, "loss_cls": 0.056224945990834385, "loss_rpn_cls": 0.0017345790330978161, "loss_rpn_loc": 0.004442098899744451, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.541940821800381, "total_loss": 0.08056288935927114}
{"data_time": 0.003474261611700058, "eta_seconds": 113784.90101340087, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.3856209150326797, "fast_rcnn/fg_cls_accuracy": 0.6143790849673203, "iteration": 29019, "loss_box_reg": 0.01710297306999564, "loss_cls": 0.05403659678995609, "loss_rpn_cls": 0.0012987999591018706, "loss_rpn_loc": 0.004149301697907504, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377095132134855, "total_loss": 0.07792248088298948}
{"data_time": 0.0035263304598629475, "eta_seconds": 113785.65717319655, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46063454759106937, "fast_rcnn/fg_cls_accuracy": 0.5393654524089306, "iteration": 29039, "loss_box_reg": 0.017278283718042076, "loss_cls": 0.0545430671190843, "loss_rpn_cls": 0.0022657121494376042, "loss_rpn_loc": 0.004656383047404233, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5398216319736093, "total_loss": 0.07889466984579485}
{"data_time": 0.003571096109226346, "eta_seconds": 113784.23305767402, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3943173943173943, "fast_rcnn/fg_cls_accuracy": 0.6056826056826057, "iteration": 29059, "loss_box_reg": 0.0169194329646416, "loss_cls": 0.05068719346309081, "loss_rpn_cls": 0.0017807402138032558, "loss_rpn_loc": 0.004504713782807812, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376086866017431, "total_loss": 0.07652643927860936}
{"data_time": 0.004001477966085076, "eta_seconds": 113769.15529303369, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44953416149068326, "fast_rcnn/fg_cls_accuracy": 0.5415372670807453, "iteration": 29079, "loss_box_reg": 0.016726015484891832, "loss_cls": 0.04910829511936754, "loss_rpn_cls": 0.0010387321815414907, "loss_rpn_loc": 0.004058113328937907, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5391490892507136, "total_loss": 0.0737961393666069}
{"data_time": 0.0035638604313135147, "eta_seconds": 113740.6511378556, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4356060606060606, "fast_rcnn/fg_cls_accuracy": 0.5643939393939394, "iteration": 29099, "loss_box_reg": 0.017832495970651507, "loss_cls": 0.05210216797422618, "loss_rpn_cls": 0.001661258875628846, "loss_rpn_loc": 0.0035054087202297524, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5390317558776587, "total_loss": 0.07794339953920826}
{"data_time": 0.003966804360970855, "eta_seconds": 113747.57960255374, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3426265590608951, "fast_rcnn/fg_cls_accuracy": 0.6573734409391049, "iteration": 29119, "loss_box_reg": 0.016888358222786337, "loss_cls": 0.05270033213309944, "loss_rpn_cls": 0.001577962144438061, "loss_rpn_loc": 0.004625909532478545, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5461015901528299, "total_loss": 0.07695414412469859}
{"data_time": 0.003700984874740243, "eta_seconds": 113719.07880749437, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.409024211298606, "fast_rcnn/fg_cls_accuracy": 0.590975788701394, "iteration": 29139, "loss_box_reg": 0.01899956411216408, "loss_cls": 0.05785939213819802, "loss_rpn_cls": 0.0013648523527081124, "loss_rpn_loc": 0.0038447441220341716, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5381428359542042, "total_loss": 0.08021037403523223}
{"data_time": 0.003498571226373315, "eta_seconds": 113643.29622424114, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.5209441489361701, "fast_rcnn/fg_cls_accuracy": 0.47905585106382975, "iteration": 29159, "loss_box_reg": 0.016661880596075207, "loss_cls": 0.05601999117061496, "loss_rpn_cls": 0.001975455444835461, "loss_rpn_loc": 0.0037373608283814974, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.534053118666634, "total_loss": 0.07822229021962812}
{"data_time": 0.004037531791254878, "eta_seconds": 113687.18151980289, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3643410852713178, "fast_rcnn/fg_cls_accuracy": 0.5773255813953488, "iteration": 29179, "loss_box_reg": 0.017458224901929498, "loss_cls": 0.05634684732649475, "loss_rpn_cls": 0.0017742453155733529, "loss_rpn_loc": 0.004644783239200478, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5438314802013338, "total_loss": 0.07932973069682703}
{"data_time": 0.0037710070610046387, "eta_seconds": 113676.39633412217, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39336358479863864, "fast_rcnn/fg_cls_accuracy": 0.5944412932501418, "iteration": 29199, "loss_box_reg": 0.018446556117851287, "loss_cls": 0.055559195519890636, "loss_rpn_cls": 0.0016110146184473706, "loss_rpn_loc": 0.004088901619979879, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5376315994653851, "total_loss": 0.07896762074824437}
{"data_time": 0.0036182161420583725, "eta_seconds": 113693.00626179297, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.31517241379310346, "fast_rcnn/fg_cls_accuracy": 0.6848275862068967, "iteration": 29219, "loss_box_reg": 0.017222163442056626, "loss_cls": 0.053075147327035666, "loss_rpn_cls": 0.0016604868812351015, "loss_rpn_loc": 0.0045472938363673165, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423692197073251, "total_loss": 0.0772888799403404}
{"data_time": 0.003728199051693082, "eta_seconds": 113682.21847672109, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35767441860465116, "fast_rcnn/fg_cls_accuracy": 0.6228384019081694, "iteration": 29239, "loss_box_reg": 0.017014586832374334, "loss_cls": 0.05477574281394482, "loss_rpn_cls": 0.0014581203954548982, "loss_rpn_loc": 0.003838375552732032, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428832266479731, "total_loss": 0.07920486140233152}
{"data_time": 0.0035498454235494137, "eta_seconds": 113684.7335303016, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4633064516129032, "fast_rcnn/fg_cls_accuracy": 0.45673758865248226, "iteration": 29259, "loss_box_reg": 0.018044986994937062, "loss_cls": 0.05653141997754574, "loss_rpn_cls": 0.0015164333517532214, "loss_rpn_loc": 0.0038185666962817777, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5460800274740905, "total_loss": 0.07855369672824963}
{"data_time": 0.0036146531347185373, "eta_seconds": 113692.4530414599, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5222332015810276, "fast_rcnn/fg_cls_accuracy": 0.47776679841897235, "iteration": 29279, "loss_box_reg": 0.016416517086327076, "loss_cls": 0.05319836986018345, "loss_rpn_cls": 0.001961572449090454, "loss_rpn_loc": 0.0037818663549842313, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5353147608693689, "total_loss": 0.07752422772227874}
{"data_time": 0.0033695914316922426, "eta_seconds": 113708.69462096575, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41995841995842, "fast_rcnn/fg_cls_accuracy": 0.5395010395010396, "iteration": 29299, "loss_box_reg": 0.017655527568422258, "loss_cls": 0.05241038394160569, "loss_rpn_cls": 0.0012814067113140482, "loss_rpn_loc": 0.004616430655005388, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5373782084789127, "total_loss": 0.07434494906834743}
{"data_time": 0.0034538658801466227, "eta_seconds": 113793.54163681506, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.28501228501228504, "fast_rcnn/fg_cls_accuracy": 0.7149877149877151, "iteration": 29319, "loss_box_reg": 0.01841950847301632, "loss_cls": 0.05244785931427032, "loss_rpn_cls": 0.0014337898720668818, "loss_rpn_loc": 0.0035621920869743917, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5487659985665232, "total_loss": 0.07679075065391316}
{"data_time": 0.00391198811121285, "eta_seconds": 113748.10345959384, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.48333333333333334, "iteration": 29339, "loss_box_reg": 0.016729770810343325, "loss_cls": 0.053098592325113714, "loss_rpn_cls": 0.0019191594924450328, "loss_rpn_loc": 0.0038421380377258174, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5371270733885467, "total_loss": 0.07859725291746145}
{"data_time": 0.003751598997041583, "eta_seconds": 113649.28982448904, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38181818181818183, "fast_rcnn/fg_cls_accuracy": 0.6181818181818182, "iteration": 29359, "loss_box_reg": 0.017332200339296833, "loss_cls": 0.054236884927377105, "loss_rpn_cls": 0.0015874554201218416, "loss_rpn_loc": 0.0038813846367702354, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5321086901240051, "total_loss": 0.07744114018782966}
{"data_time": 0.003785953391343355, "eta_seconds": 113617.99305854598, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4693121693121693, "fast_rcnn/fg_cls_accuracy": 0.5148148148148148, "iteration": 29379, "loss_box_reg": 0.018297482863999903, "loss_cls": 0.05628901091404259, "loss_rpn_cls": 0.001372836115933751, "loss_rpn_loc": 0.003632870993897086, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5332818476017565, "total_loss": 0.08268904806459432}
{"data_time": 0.003479041624814272, "eta_seconds": 113607.20420149388, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4318573893041978, "fast_rcnn/fg_cls_accuracy": 0.5681426106958022, "iteration": 29399, "loss_box_reg": 0.016727103211451322, "loss_cls": 0.05091386253479868, "loss_rpn_cls": 0.0015527003115494153, "loss_rpn_loc": 0.004343189611972775, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5345969905611128, "total_loss": 0.07754494066625739}
{"data_time": 0.003625690471380949, "eta_seconds": 113605.08566025831, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4404424276800908, "fast_rcnn/fg_cls_accuracy": 0.5595575723199093, "iteration": 29419, "loss_box_reg": 0.01706774771446362, "loss_cls": 0.053003316395916045, "loss_rpn_cls": 0.001657333200228095, "loss_rpn_loc": 0.0045227795344544575, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5512492330744863, "total_loss": 0.07838937437179538}
{"data_time": 0.003409821540117264, "eta_seconds": 113606.12660751818, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3921212121212121, "fast_rcnn/fg_cls_accuracy": 0.5678787878787879, "iteration": 29439, "loss_box_reg": 0.01765681430697441, "loss_cls": 0.05342052527703345, "loss_rpn_cls": 0.0012504820522565296, "loss_rpn_loc": 0.004918791863019578, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.548386458074674, "total_loss": 0.07629360585508493}
{"data_time": 0.003471122123301029, "eta_seconds": 113622.34765944513, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.29599499374217775, "fast_rcnn/fg_cls_accuracy": 0.701063829787234, "iteration": 29459, "loss_box_reg": 0.016459875623695552, "loss_cls": 0.05310015333816409, "loss_rpn_cls": 0.0013783923272967513, "loss_rpn_loc": 0.003514610853017075, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539315935689956, "total_loss": 0.07328340569779357}
{"data_time": 0.003580608870834112, "eta_seconds": 113635.35839122743, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.3644186046511628, "fast_rcnn/fg_cls_accuracy": 0.6155813953488372, "iteration": 29479, "loss_box_reg": 0.01700897084083408, "loss_cls": 0.052165244705975056, "loss_rpn_cls": 0.0014617270405778982, "loss_rpn_loc": 0.004111889538762625, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5478676622733474, "total_loss": 0.07475646243142364}
{"data_time": 0.003513758070766926, "eta_seconds": 113712.17261960101, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4211822660098522, "fast_rcnn/fg_cls_accuracy": 0.5774171737660581, "iteration": 29499, "loss_box_reg": 0.01623830251628533, "loss_cls": 0.050060973735526204, "loss_rpn_cls": 0.0013136126244717161, "loss_rpn_loc": 0.004615605444996618, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.542758203111589, "total_loss": 0.07171089137023046}
{"data_time": 0.003763081505894661, "eta_seconds": 113701.3686640265, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4928571428571429, "fast_rcnn/fg_cls_accuracy": 0.5071428571428571, "iteration": 29519, "loss_box_reg": 0.01804603502387181, "loss_cls": 0.058459530817344785, "loss_rpn_cls": 0.001744360128441258, "loss_rpn_loc": 0.004014694510260597, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5399285804014653, "total_loss": 0.08165957681649161}
{"data_time": 0.00370459514670074, "eta_seconds": 113731.13175485795, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.44397759103641454, "fast_rcnn/fg_cls_accuracy": 0.5346320346320346, "iteration": 29539, "loss_box_reg": 0.016224616556428373, "loss_cls": 0.052739533595740795, "loss_rpn_cls": 0.0018087157384911734, "loss_rpn_loc": 0.004808183624845697, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5472249058075249, "total_loss": 0.07655115541206214}
{"data_time": 0.0036624199710786343, "eta_seconds": 113698.26710963063, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5179924242424243, "fast_rcnn/fg_cls_accuracy": 0.4820075757575758, "iteration": 29559, "loss_box_reg": 0.017932821589056402, "loss_cls": 0.05133786634542048, "loss_rpn_cls": 0.0017494918380407398, "loss_rpn_loc": 0.004155132632149616, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5416508971247822, "total_loss": 0.07606257244151493}
{"data_time": 0.0034594223834574223, "eta_seconds": 113572.7861722291, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4482029598308668, "fast_rcnn/fg_cls_accuracy": 0.5517970401691332, "iteration": 29579, "loss_box_reg": 0.01698007161030546, "loss_cls": 0.05466220388188958, "loss_rpn_cls": 0.0015860629409871763, "loss_rpn_loc": 0.0035604190634330735, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5329857349861413, "total_loss": 0.07631330133517622}
{"data_time": 0.003937477944418788, "eta_seconds": 113585.20256100246, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4522222222222222, "fast_rcnn/fg_cls_accuracy": 0.5477777777777778, "iteration": 29599, "loss_box_reg": 0.016951162891928107, "loss_cls": 0.05724053387530148, "loss_rpn_cls": 0.0012880559445420658, "loss_rpn_loc": 0.0033443898828409147, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447625736705959, "total_loss": 0.08066844990730715}
{"data_time": 0.0035196091048419476, "eta_seconds": 113608.99523163121, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3291316526610644, "fast_rcnn/fg_cls_accuracy": 0.6115978306216103, "iteration": 29619, "loss_box_reg": 0.01747856696601957, "loss_cls": 0.0534914416493848, "loss_rpn_cls": 0.0021332536027784954, "loss_rpn_loc": 0.0048496311937924474, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5364509792998433, "total_loss": 0.07714573954484649}
{"data_time": 0.003647380508482456, "eta_seconds": 113540.40172785171, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 29639, "loss_box_reg": 0.017340149090159684, "loss_cls": 0.05328208161517978, "loss_rpn_cls": 0.0018997917668457376, "loss_rpn_loc": 0.00407180143520236, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5441840304993093, "total_loss": 0.07773814946563107}
{"data_time": 0.0036365091800689697, "eta_seconds": 113508.48092491087, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42857142857142855, "fast_rcnn/fg_cls_accuracy": 0.5357142857142857, "iteration": 29659, "loss_box_reg": 0.01743663748493418, "loss_cls": 0.05364339327206835, "loss_rpn_cls": 0.0017539163306992123, "loss_rpn_loc": 0.0035496201198839117, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5401559688616544, "total_loss": 0.07713568075814692}
{"data_time": 0.003753794590011239, "eta_seconds": 113518.81209826679, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4246411483253588, "fast_rcnn/fg_cls_accuracy": 0.549043062200957, "iteration": 29679, "loss_box_reg": 0.016767693916335702, "loss_cls": 0.05059077375335619, "loss_rpn_cls": 0.001917696990915374, "loss_rpn_loc": 0.004184250836260617, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5389956384897232, "total_loss": 0.07483566259338659}
{"data_time": 0.003549993271008134, "eta_seconds": 113465.84615236288, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4555471124620061, "fast_rcnn/fg_cls_accuracy": 0.5444528875379939, "iteration": 29699, "loss_box_reg": 0.017706637270748615, "loss_cls": 0.05462767247809097, "loss_rpn_cls": 0.0016257548766134278, "loss_rpn_loc": 0.004167029434029246, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5415766104124486, "total_loss": 0.07785867635766408}
{"data_time": 0.003967165946960449, "eta_seconds": 113436.58543655649, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4392156862745098, "fast_rcnn/fg_cls_accuracy": 0.5074074074074074, "iteration": 29719, "loss_box_reg": 0.01681130862561986, "loss_cls": 0.05526931467466056, "loss_rpn_cls": 0.001840982785779488, "loss_rpn_loc": 0.004097873286809772, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5333662780467421, "total_loss": 0.07881120612512404}
{"data_time": 0.0034802663139998913, "eta_seconds": 113465.30970068928, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4597222222222222, "fast_rcnn/fg_cls_accuracy": 0.5402777777777779, "iteration": 29739, "loss_box_reg": 0.016295111272484064, "loss_cls": 0.05510161514393985, "loss_rpn_cls": 0.0016422706339653814, "loss_rpn_loc": 0.0037719470274169, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5476592434570193, "total_loss": 0.07755142619976141}
{"data_time": 0.0034890039823949337, "eta_seconds": 113475.63283909694, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3299319727891156, "fast_rcnn/fg_cls_accuracy": 0.6700680272108843, "iteration": 29759, "loss_box_reg": 0.018298857961781323, "loss_cls": 0.05508988001383841, "loss_rpn_cls": 0.0012373866780990284, "loss_rpn_loc": 0.004152700930717401, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418025027029216, "total_loss": 0.07893642213161911}
{"data_time": 0.0038198453839868307, "eta_seconds": 113443.72408857848, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4852813852813853, "fast_rcnn/fg_cls_accuracy": 0.5147186147186147, "iteration": 29779, "loss_box_reg": 0.017201959795784205, "loss_cls": 0.05766443139873445, "loss_rpn_cls": 0.0015259467047599173, "loss_rpn_loc": 0.004025539863505401, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5371063610073179, "total_loss": 0.0803822674051844}
{"data_time": 0.0035105065908282995, "eta_seconds": 113432.93128252309, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3221554116558742, "fast_rcnn/fg_cls_accuracy": 0.6778445883441258, "iteration": 29799, "loss_box_reg": 0.01683965971460566, "loss_cls": 0.05349863844458014, "loss_rpn_cls": 0.001707601190105379, "loss_rpn_loc": 0.003383344486792339, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5348157249391079, "total_loss": 0.07744042064183532}
{"data_time": 0.0036263540387153625, "eta_seconds": 113405.08295366284, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41843501326259946, "fast_rcnn/fg_cls_accuracy": 0.5611888111888111, "iteration": 29819, "loss_box_reg": 0.01741716149263084, "loss_cls": 0.05232565070036799, "loss_rpn_cls": 0.0012801986833892443, "loss_rpn_loc": 0.004428499083587667, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392121840268373, "total_loss": 0.07683712363314044}
{"data_time": 0.0037298714742064476, "eta_seconds": 113398.85677624075, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42052631578947364, "fast_rcnn/fg_cls_accuracy": 0.5794736842105264, "iteration": 29839, "loss_box_reg": 0.017273679841309786, "loss_cls": 0.053752083564177155, "loss_rpn_cls": 0.001673719158361564, "loss_rpn_loc": 0.004867521951382514, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5414385774638504, "total_loss": 0.07683618019098049}
{"data_time": 0.003563549369573593, "eta_seconds": 113388.06515869265, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.36689655172413793, "fast_rcnn/fg_cls_accuracy": 0.5758620689655172, "iteration": 29859, "loss_box_reg": 0.015867139620240778, "loss_cls": 0.05149346310645342, "loss_rpn_cls": 0.0013967897448310396, "loss_rpn_loc": 0.004130552981223445, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5315236074384302, "total_loss": 0.07069493016638262}
{"data_time": 0.0033932668156921864, "eta_seconds": 113407.44915232644, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4441287878787879, "fast_rcnn/fg_cls_accuracy": 0.5037878787878788, "iteration": 29879, "loss_box_reg": 0.01637596415821463, "loss_cls": 0.05702444980852306, "loss_rpn_cls": 0.002194699606661743, "loss_rpn_loc": 0.0038933896139496937, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432693695183843, "total_loss": 0.07994764165732704}
{"data_time": 0.003814215073361993, "eta_seconds": 113427.72646455723, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34640738299274887, "fast_rcnn/fg_cls_accuracy": 0.6535926170072512, "iteration": 29899, "loss_box_reg": 0.017851030686870217, "loss_cls": 0.0546324277529493, "loss_rpn_cls": 0.0019815141076833243, "loss_rpn_loc": 0.0033010836159519386, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5413086898624897, "total_loss": 0.08003087102798645}
{"data_time": 0.0035955533385276794, "eta_seconds": 113398.91914198338, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3711734693877551, "fast_rcnn/fg_cls_accuracy": 0.6288265306122449, "iteration": 29919, "loss_box_reg": 0.016896497283596545, "loss_cls": 0.05447873834054917, "loss_rpn_cls": 0.0013377187256082834, "loss_rpn_loc": 0.003943093801353825, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5365802454762161, "total_loss": 0.07507788105704094}
{"data_time": 0.003668989287689328, "eta_seconds": 113388.12340899068, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3939393939393939, "fast_rcnn/fg_cls_accuracy": 0.6060606060606061, "iteration": 29939, "loss_box_reg": 0.01670223451219499, "loss_cls": 0.05203835543943569, "loss_rpn_cls": 0.001364308908705425, "loss_rpn_loc": 0.00497138003265718, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394056723453104, "total_loss": 0.07643647063036951}
{"data_time": 0.0034883113112300634, "eta_seconds": 113377.32767599798, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.48404255319148937, "fast_rcnn/fg_cls_accuracy": 0.5159574468085106, "iteration": 29959, "loss_box_reg": 0.016922256909310818, "loss_cls": 0.05356845213100314, "loss_rpn_cls": 0.0012623844584140897, "loss_rpn_loc": 0.004102220649656374, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5401426560711116, "total_loss": 0.07612574236509317}
{"data_time": 0.0035706530325114727, "eta_seconds": 113342.34262070409, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.525987525987526, "fast_rcnn/fg_cls_accuracy": 0.47401247401247404, "iteration": 29979, "loss_box_reg": 0.01706644712248817, "loss_cls": 0.05421116860816255, "loss_rpn_cls": 0.0017834847797075781, "loss_rpn_loc": 0.0040631095034768805, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5345695044379681, "total_loss": 0.07627222789824373}
{"data_time": 0.0034775533713400364, "eta_seconds": 113302.11156962183, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.49489795918367346, "fast_rcnn/fg_cls_accuracy": 0.5051020408163265, "iteration": 29999, "loss_box_reg": 0.01642683515092358, "loss_cls": 0.05377297685481608, "loss_rpn_cls": 0.0015379808576199139, "loss_rpn_loc": 0.004699729637650307, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5370279054623097, "total_loss": 0.07518611242971929}
{"data_time": 0.003883791621774435, "eta_seconds": 113285.414590328, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45782312925170066, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 30019, "loss_box_reg": 0.017642719147261232, "loss_cls": 0.05230752029456198, "loss_rpn_cls": 0.0019495873906123506, "loss_rpn_loc": 0.004355491433670977, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379369391594082, "total_loss": 0.07679026892157026}
{"data_time": 0.003386322408914566, "eta_seconds": 113280.53031780501, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33716216216216216, "fast_rcnn/fg_cls_accuracy": 0.6628378378378379, "iteration": 30039, "loss_box_reg": 0.01620426488807425, "loss_cls": 0.051351460977457464, "loss_rpn_cls": 0.0009680430573553167, "loss_rpn_loc": 0.0038909816394152585, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5449491075705737, "total_loss": 0.0746558421192276}
{"data_time": 0.0037821826990693808, "eta_seconds": 113257.19020809326, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.49220867208672087, "fast_rcnn/fg_cls_accuracy": 0.5077913279132791, "iteration": 30059, "loss_box_reg": 0.01728863501921296, "loss_cls": 0.05477041401900351, "loss_rpn_cls": 0.001765327561201957, "loss_rpn_loc": 0.0034811267905752175, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5310382549650967, "total_loss": 0.0797010535092113}
{"data_time": 0.003691422287374735, "eta_seconds": 113246.40077770967, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4867567567567568, "fast_rcnn/fg_cls_accuracy": 0.46546546546546547, "iteration": 30079, "loss_box_reg": 0.016311188170220703, "loss_cls": 0.05698813230264932, "loss_rpn_cls": 0.0011973950374795095, "loss_rpn_loc": 0.0036351882699818816, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5356049323454499, "total_loss": 0.07974716504361368}
{"data_time": 0.0036872851196676493, "eta_seconds": 113230.4252136997, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3774193548387097, "fast_rcnn/fg_cls_accuracy": 0.6225806451612903, "iteration": 30099, "loss_box_reg": 0.016802447207737714, "loss_cls": 0.051444858487229794, "loss_rpn_cls": 0.001736833910428004, "loss_rpn_loc": 0.0041257819684688, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5313118705525994, "total_loss": 0.07654336765335756}
{"data_time": 0.0036611948162317276, "eta_seconds": 113219.63627746655, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.45584415584415583, "fast_rcnn/fg_cls_accuracy": 0.5441558441558441, "iteration": 30119, "loss_box_reg": 0.016709923278540373, "loss_cls": 0.055115950061008334, "loss_rpn_cls": 0.001075987650949628, "loss_rpn_loc": 0.004088829111424275, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432588276453316, "total_loss": 0.0775127008604386}
{"data_time": 0.0034757729154080153, "eta_seconds": 113214.03248655889, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 30139, "loss_box_reg": 0.01728734973585233, "loss_cls": 0.055545093258842826, "loss_rpn_cls": 0.001426452207397233, "loss_rpn_loc": 0.003261695812398102, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537876354297623, "total_loss": 0.07771525538669266}
{"data_time": 0.0034069030079990625, "eta_seconds": 113221.6328406448, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3431372549019608, "fast_rcnn/fg_cls_accuracy": 0.6343402225755167, "iteration": 30159, "loss_box_reg": 0.01742347452091053, "loss_cls": 0.05266282468801364, "loss_rpn_cls": 0.001662963155467878, "loss_rpn_loc": 0.0030955876027292106, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5407363525591791, "total_loss": 0.07440601130610958}
{"data_time": 0.003765536705031991, "eta_seconds": 113210.84165752609, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3847826086956522, "fast_rcnn/fg_cls_accuracy": 0.6152173913043478, "iteration": 30179, "loss_box_reg": 0.016725229565054178, "loss_cls": 0.055837666150182486, "loss_rpn_cls": 0.0011716818271452212, "loss_rpn_loc": 0.0038788784440839663, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5427899793721735, "total_loss": 0.07946608940164879}
{"data_time": 0.0035936394706368446, "eta_seconds": 113200.05047440738, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.47086247086247085, "fast_rcnn/fg_cls_accuracy": 0.4988344988344988, "iteration": 30199, "loss_box_reg": 0.016630288446322083, "loss_cls": 0.05300257011549547, "loss_rpn_cls": 0.0017950638767842975, "loss_rpn_loc": 0.004458505522052292, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.537335702450946, "total_loss": 0.0773180961334674}
{"data_time": 0.003557046642526984, "eta_seconds": 113170.40410958603, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5291375291375291, "fast_rcnn/fg_cls_accuracy": 0.47086247086247085, "iteration": 30219, "loss_box_reg": 0.016082405170891434, "loss_cls": 0.05538142053410411, "loss_rpn_cls": 0.0013231428910103205, "loss_rpn_loc": 0.0036637597586377524, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5364356304053217, "total_loss": 0.08042169394161647}
{"data_time": 0.0035376292653381824, "eta_seconds": 113153.2549858552, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40740740740740744, "fast_rcnn/fg_cls_accuracy": 0.5713507625272332, "iteration": 30239, "loss_box_reg": 0.015970962529536337, "loss_cls": 0.05139549553859979, "loss_rpn_cls": 0.001586492360502234, "loss_rpn_loc": 0.0038676264048262965, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5392451230436563, "total_loss": 0.07302357404455506}
{"data_time": 0.0035576531663537025, "eta_seconds": 113121.32962236018, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.5513888888888889, "fast_rcnn/fg_cls_accuracy": 0.44861111111111107, "iteration": 30259, "loss_box_reg": 0.017681864614132792, "loss_cls": 0.054271173547022045, "loss_rpn_cls": 0.0017289314337745054, "loss_rpn_loc": 0.003969495639466913, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396208132151514, "total_loss": 0.0758912187959595}
{"data_time": 0.0036191954277455807, "eta_seconds": 113088.61554331938, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3606889564336373, "fast_rcnn/fg_cls_accuracy": 0.5666666666666667, "iteration": 30279, "loss_box_reg": 0.01690779672935605, "loss_cls": 0.05500477517489344, "loss_rpn_cls": 0.0019045404109760966, "loss_rpn_loc": 0.004085406377271283, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538647249341011, "total_loss": 0.07748581289126832}
{"data_time": 0.003575399983674288, "eta_seconds": 113099.7560950818, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.28125, "fast_rcnn/fg_cls_accuracy": 0.71875, "iteration": 30299, "loss_box_reg": 0.018057510547805578, "loss_cls": 0.05383663607062772, "loss_rpn_cls": 0.0014270459219005716, "loss_rpn_loc": 0.003421102272113785, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404689565766603, "total_loss": 0.07846257708899884}
{"data_time": 0.0036919976118952036, "eta_seconds": 113062.38157819188, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45238095238095233, "fast_rcnn/fg_cls_accuracy": 0.5476190476190477, "iteration": 30319, "loss_box_reg": 0.01678501779679209, "loss_cls": 0.05537878966424614, "loss_rpn_cls": 0.002148993078435524, "loss_rpn_loc": 0.0038848609001433942, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5437725931406021, "total_loss": 0.07818978543468802}
{"data_time": 0.0034865052439272404, "eta_seconds": 113056.26152568357, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.40379901960784315, "fast_rcnn/fg_cls_accuracy": 0.5962009803921569, "iteration": 30339, "loss_box_reg": 0.016833021654747427, "loss_cls": 0.050771304639056325, "loss_rpn_cls": 0.001366277573310981, "loss_rpn_loc": 0.004059472565131728, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368946748785675, "total_loss": 0.07455940471072608}
{"data_time": 0.0035387733951210976, "eta_seconds": 113091.5487789365, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.35992317541613317, "fast_rcnn/fg_cls_accuracy": 0.6063882063882065, "iteration": 30359, "loss_box_reg": 0.017424312187358737, "loss_cls": 0.054214228643104434, "loss_rpn_cls": 0.002566249002939003, "loss_rpn_loc": 0.005482514112372883, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54456404177472, "total_loss": 0.0820952026674604}
{"data_time": 0.0035023430828005075, "eta_seconds": 113095.16446829843, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.428921568627451, "fast_rcnn/fg_cls_accuracy": 0.5536053130929791, "iteration": 30379, "loss_box_reg": 0.015881583676673472, "loss_cls": 0.05240291729569435, "loss_rpn_cls": 0.0018131639998273386, "loss_rpn_loc": 0.0035751129616983235, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542573805199936, "total_loss": 0.07703364019698711}
{"data_time": 0.003520216094329953, "eta_seconds": 113103.22498569754, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5281853281853282, "fast_rcnn/fg_cls_accuracy": 0.47181467181467185, "iteration": 30399, "loss_box_reg": 0.016133750206790864, "loss_cls": 0.051258315914310515, "loss_rpn_cls": 0.0016847847202825506, "loss_rpn_loc": 0.0037210307964414824, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5408004231285304, "total_loss": 0.07465167963289332}
{"data_time": 0.003560908604413271, "eta_seconds": 113066.67106675077, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44288793103448276, "fast_rcnn/fg_cls_accuracy": 0.5571120689655172, "iteration": 30419, "loss_box_reg": 0.017857481579994783, "loss_cls": 0.05018863873556256, "loss_rpn_cls": 0.001691573585731021, "loss_rpn_loc": 0.003990081968368031, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378759251907468, "total_loss": 0.07462276621544106}
{"data_time": 0.0032994169741868973, "eta_seconds": 113048.39250749, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4594155844155844, "fast_rcnn/fg_cls_accuracy": 0.5405844155844155, "iteration": 30439, "loss_box_reg": 0.017069987894501537, "loss_cls": 0.05271739489398897, "loss_rpn_cls": 0.0016956285281253258, "loss_rpn_loc": 0.00477522135770414, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405654280912131, "total_loss": 0.07470980913393532}
{"data_time": 0.0037996794562786818, "eta_seconds": 113014.63781509409, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.393859649122807, "fast_rcnn/fg_cls_accuracy": 0.5311398354876615, "iteration": 30459, "loss_box_reg": 0.017466649878770113, "loss_cls": 0.054314051871187985, "loss_rpn_cls": 0.0016763793065592836, "loss_rpn_loc": 0.004306578659452498, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5367503219749779, "total_loss": 0.07729996470379774}
{"data_time": 0.003506688866764307, "eta_seconds": 112972.4223547848, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4273170731707317, "fast_rcnn/fg_cls_accuracy": 0.5726829268292684, "iteration": 30479, "loss_box_reg": 0.01781792164547369, "loss_cls": 0.0560235331649892, "loss_rpn_cls": 0.0012944210868681694, "loss_rpn_loc": 0.003532672442815965, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400476909708232, "total_loss": 0.07792635865553166}
{"data_time": 0.003639113623648882, "eta_seconds": 112961.63847895805, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.48404255319148937, "fast_rcnn/fg_cls_accuracy": 0.5159574468085106, "iteration": 30499, "loss_box_reg": 0.016211918322369456, "loss_cls": 0.05334586894605309, "loss_rpn_cls": 0.001720236704841227, "loss_rpn_loc": 0.00315757544740336, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5399723574519157, "total_loss": 0.0773549421928692}
{"data_time": 0.0037516048178076744, "eta_seconds": 112954.1327740699, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41300602928509905, "fast_rcnn/fg_cls_accuracy": 0.5306976744186047, "iteration": 30519, "loss_box_reg": 0.017292869568336755, "loss_cls": 0.054634831147268414, "loss_rpn_cls": 0.0016695905928827415, "loss_rpn_loc": 0.004129490800551139, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5429562604986131, "total_loss": 0.0771436712201421}
{"data_time": 0.0036911291535943747, "eta_seconds": 112937.19072635425, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.359009009009009, "fast_rcnn/fg_cls_accuracy": 0.640990990990991, "iteration": 30539, "loss_box_reg": 0.016399710293626413, "loss_cls": 0.05526723654475063, "loss_rpn_cls": 0.001786615348464693, "loss_rpn_loc": 0.003169964096741751, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.545199538115412, "total_loss": 0.07822623536253559}
{"data_time": 0.0034684864804148674, "eta_seconds": 112929.28685147781, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.4132290184921764, "fast_rcnn/fg_cls_accuracy": 0.5867709815078237, "iteration": 30559, "loss_box_reg": 0.017312611627858132, "loss_cls": 0.05253278790041804, "loss_rpn_cls": 0.0016775729338860401, "loss_rpn_loc": 0.005288768239552155, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447455132380128, "total_loss": 0.07791965994181282}
{"data_time": 0.0035118062514811754, "eta_seconds": 112921.78020764887, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.31666666666666665, "fast_rcnn/fg_cls_accuracy": 0.6562200956937799, "iteration": 30579, "loss_box_reg": 0.0167021012166515, "loss_cls": 0.055619114777073264, "loss_rpn_cls": 0.001527058135138759, "loss_rpn_loc": 0.0039476143138017505, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5376652658451349, "total_loss": 0.08128494196807878}
{"data_time": 0.0034043460618704557, "eta_seconds": 112910.99601884186, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34787390029325516, "fast_rcnn/fg_cls_accuracy": 0.6521260997067448, "iteration": 30599, "loss_box_reg": 0.01675443386193365, "loss_cls": 0.04962189123034477, "loss_rpn_cls": 0.0018943355446481291, "loss_rpn_loc": 0.004283504480554257, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410168950911611, "total_loss": 0.07412575516138986}
{"data_time": 0.0035174652002751827, "eta_seconds": 112930.77510751481, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4771428571428571, "fast_rcnn/fg_cls_accuracy": 0.5060150375939849, "iteration": 30619, "loss_box_reg": 0.017404883925337344, "loss_cls": 0.053676340176025406, "loss_rpn_cls": 0.001863461783841558, "loss_rpn_loc": 0.0037712315897806548, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5424130391329527, "total_loss": 0.07790270708539992}
{"data_time": 0.003849026281386614, "eta_seconds": 112889.42764122784, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3614982578397212, "fast_rcnn/fg_cls_accuracy": 0.6295731707317074, "iteration": 30639, "loss_box_reg": 0.01646307815099135, "loss_cls": 0.0524538888130337, "loss_rpn_cls": 0.0015042616573737178, "loss_rpn_loc": 0.003919008420780301, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5307045592926443, "total_loss": 0.07678227190899634}
{"data_time": 0.0035741098690778017, "eta_seconds": 112872.48912134347, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.31993355481727576, "fast_rcnn/fg_cls_accuracy": 0.6800664451827243, "iteration": 30659, "loss_box_reg": 0.01699802285293117, "loss_cls": 0.05449802218936384, "loss_rpn_cls": 0.0020416325737642183, "loss_rpn_loc": 0.004228939120366704, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5361178934108466, "total_loss": 0.07984764398327115}
{"data_time": 0.003432129742577672, "eta_seconds": 112851.19606420561, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38615888615888616, "fast_rcnn/fg_cls_accuracy": 0.6138411138411138, "iteration": 30679, "loss_box_reg": 0.016817007679492235, "loss_cls": 0.05220152088440955, "loss_rpn_cls": 0.0017338975807206225, "loss_rpn_loc": 0.0035794885843642987, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380660651717335, "total_loss": 0.0747025983966978}
{"data_time": 0.003805631073191762, "eta_seconds": 112840.41346751782, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4202059202059202, "fast_rcnn/fg_cls_accuracy": 0.5678893178893178, "iteration": 30699, "loss_box_reg": 0.01671169133624062, "loss_cls": 0.050926208263263106, "loss_rpn_cls": 0.001733334814389309, "loss_rpn_loc": 0.0028441987524274737, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5409390975255519, "total_loss": 0.07344989013427039}
{"data_time": 0.0037032729014754295, "eta_seconds": 112848.41981866467, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.37450980392156863, "fast_rcnn/fg_cls_accuracy": 0.6191683569979716, "iteration": 30719, "loss_box_reg": 0.016077625623438507, "loss_cls": 0.05037584638921544, "loss_rpn_cls": 0.0015514143929067359, "loss_rpn_loc": 0.0036857956620224286, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400950545445085, "total_loss": 0.07410818768653371}
{"data_time": 0.003439315827563405, "eta_seconds": 112810.90901213186, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5138888888888888, "fast_rcnn/fg_cls_accuracy": 0.4646825396825397, "iteration": 30739, "loss_box_reg": 0.0164196498808451, "loss_cls": 0.0560195823200047, "loss_rpn_cls": 0.001634810526752517, "loss_rpn_loc": 0.0038409736298490316, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.532797435997054, "total_loss": 0.07740972896215226}
{"data_time": 0.003376777982339263, "eta_seconds": 112792.26895781164, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38562953197099537, "fast_rcnn/fg_cls_accuracy": 0.5899802241265656, "iteration": 30759, "loss_box_reg": 0.01630972884595394, "loss_cls": 0.053958037635311484, "loss_rpn_cls": 0.001808161679150544, "loss_rpn_loc": 0.004397006145154592, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5367722839582711, "total_loss": 0.07809105152136908}
{"data_time": 0.0036039233673363924, "eta_seconds": 112781.48787103058, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 30779, "loss_box_reg": 0.01720988331362605, "loss_cls": 0.05300209601409733, "loss_rpn_cls": 0.001750221924453399, "loss_rpn_loc": 0.0034179404774477007, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5343579049222171, "total_loss": 0.0742643400920997}
{"data_time": 0.0038454944733530283, "eta_seconds": 112777.32158027613, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3665217391304348, "fast_rcnn/fg_cls_accuracy": 0.6334782608695653, "iteration": 30799, "loss_box_reg": 0.01737396646058187, "loss_cls": 0.05707551556406543, "loss_rpn_cls": 0.0018597228197450022, "loss_rpn_loc": 0.004166707367403433, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414633669424802, "total_loss": 0.08017261203940507}
{"data_time": 0.0037063262425363064, "eta_seconds": 112759.92569746845, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.458980044345898, "fast_rcnn/fg_cls_accuracy": 0.5301974448315911, "iteration": 30819, "loss_box_reg": 0.017460609902627766, "loss_cls": 0.055840750923380256, "loss_rpn_cls": 0.0012800071440324245, "loss_rpn_loc": 0.004112101822101977, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5349377186503261, "total_loss": 0.079472083158862}
{"data_time": 0.0038324103225022554, "eta_seconds": 112730.12026237929, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30992063492063493, "fast_rcnn/fg_cls_accuracy": 0.6900793650793651, "iteration": 30839, "loss_box_reg": 0.015622231469023973, "loss_cls": 0.05139063054230064, "loss_rpn_cls": 0.0015123193384170008, "loss_rpn_loc": 0.004540222042123787, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5399363525211811, "total_loss": 0.07423764431371183}
{"data_time": 0.0035309295635670424, "eta_seconds": 112744.97642277298, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.37959558823529416, "fast_rcnn/fg_cls_accuracy": 0.546875, "iteration": 30859, "loss_box_reg": 0.018047576071694493, "loss_cls": 0.055077474913559854, "loss_rpn_cls": 0.0012733434602978377, "loss_rpn_loc": 0.003735072685230989, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374437011778355, "total_loss": 0.07515791026821717}
{"data_time": 0.0035128400195389986, "eta_seconds": 112734.19470360526, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5383522727272727, "fast_rcnn/fg_cls_accuracy": 0.4409722222222222, "iteration": 30879, "loss_box_reg": 0.016116481710923836, "loss_cls": 0.051615485397633165, "loss_rpn_cls": 0.0016937003829298192, "loss_rpn_loc": 0.003784141896176152, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5406571580097079, "total_loss": 0.0732845731999987}
{"data_time": 0.0036050621420145035, "eta_seconds": 112674.46584070078, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4125, "fast_rcnn/fg_cls_accuracy": 0.5492307692307692, "iteration": 30899, "loss_box_reg": 0.016746423672884703, "loss_cls": 0.05346296064089984, "loss_rpn_cls": 0.0018787650017202395, "loss_rpn_loc": 0.0042121877340832725, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375749790109694, "total_loss": 0.07779640982420233}
{"data_time": 0.003612291533499956, "eta_seconds": 112712.63126526983, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4434889434889435, "fast_rcnn/fg_cls_accuracy": 0.5565110565110565, "iteration": 30919, "loss_box_reg": 0.016656990948831663, "loss_cls": 0.05344127747230232, "loss_rpn_cls": 0.002370370169501257, "loss_rpn_loc": 0.004052172305819113, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5431728661060333, "total_loss": 0.07831899278426135}
{"data_time": 0.0035005384124815464, "eta_seconds": 112701.84954610211, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5103046594982079, "fast_rcnn/fg_cls_accuracy": 0.449944382647386, "iteration": 30939, "loss_box_reg": 0.01622995175421238, "loss_cls": 0.05083420418668538, "loss_rpn_cls": 0.0012568661909426737, "loss_rpn_loc": 0.0042707686516223475, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5408139370847493, "total_loss": 0.07541791820040089}
{"data_time": 0.0036461339332163334, "eta_seconds": 112665.44465635577, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.45588235294117646, "fast_rcnn/fg_cls_accuracy": 0.5441176470588236, "iteration": 30959, "loss_box_reg": 0.016318514302838594, "loss_cls": 0.053559515392407775, "loss_rpn_cls": 0.0016169327028023872, "loss_rpn_loc": 0.0034416200214764103, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361102649476379, "total_loss": 0.07587895799974831}
{"data_time": 0.0034719002433121204, "eta_seconds": 112681.52695736336, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.43648373983739835, "fast_rcnn/fg_cls_accuracy": 0.5592948717948718, "iteration": 30979, "loss_box_reg": 0.016294244793243706, "loss_cls": 0.05241381225641817, "loss_rpn_cls": 0.001093374741117259, "loss_rpn_loc": 0.0035291143467475194, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5423744474537671, "total_loss": 0.07224737269950765}
{"data_time": 0.0035409945994615555, "eta_seconds": 112706.55298114498, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.5047169811320755, "fast_rcnn/fg_cls_accuracy": 0.49528301886792453, "iteration": 30999, "loss_box_reg": 0.01807360938983038, "loss_cls": 0.053581341286189854, "loss_rpn_cls": 0.001805017613378368, "loss_rpn_loc": 0.0034279732008144492, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5493821385316551, "total_loss": 0.07833228810727633}
{"data_time": 0.0036923664156347513, "eta_seconds": 112681.25770746265, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.37083333333333335, "fast_rcnn/fg_cls_accuracy": 0.6291666666666667, "iteration": 31019, "loss_box_reg": 0.016058503300882876, "loss_cls": 0.052334442967548966, "loss_rpn_cls": 0.0012739862999069373, "loss_rpn_loc": 0.004273932077921927, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5306841512210667, "total_loss": 0.07196969973358591}
{"data_time": 0.0035614774096757174, "eta_seconds": 112670.4738316359, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5064102564102564, "fast_rcnn/fg_cls_accuracy": 0.4551282051282051, "iteration": 31039, "loss_box_reg": 0.017543627880513668, "loss_cls": 0.056214199867099524, "loss_rpn_cls": 0.0020126188392168842, "loss_rpn_loc": 0.0038754313536628615, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5398228839039803, "total_loss": 0.08185267869384916}
{"data_time": 0.0036583873443305492, "eta_seconds": 112674.19718773314, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4252657911194496, "fast_rcnn/fg_cls_accuracy": 0.5747342088805503, "iteration": 31059, "loss_box_reg": 0.01698770752409473, "loss_cls": 0.05170952482149005, "loss_rpn_cls": 0.0014394285361731818, "loss_rpn_loc": 0.0031679767089372035, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5362292439676821, "total_loss": 0.07480713375343839}
{"data_time": 0.0037870854139328003, "eta_seconds": 112654.30075800116, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42297551789077215, "fast_rcnn/fg_cls_accuracy": 0.5770244821092279, "iteration": 31079, "loss_box_reg": 0.01776114507811144, "loss_cls": 0.051051908056251705, "loss_rpn_cls": 0.001429632184226648, "loss_rpn_loc": 0.003368380454048747, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5352089153602719, "total_loss": 0.07568719912478628}
{"data_time": 0.0037463961634784937, "eta_seconds": 112677.02414673218, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.43653846153846154, "fast_rcnn/fg_cls_accuracy": 0.5634615384615385, "iteration": 31099, "loss_box_reg": 0.01693182368762791, "loss_cls": 0.053628753405064344, "loss_rpn_cls": 0.0016629447201808034, "loss_rpn_loc": 0.004393965373310493, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5420739890541881, "total_loss": 0.07757018220536338}
{"data_time": 0.0035636285319924355, "eta_seconds": 112616.67267139885, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4825581395348837, "fast_rcnn/fg_cls_accuracy": 0.5174418604651163, "iteration": 31119, "loss_box_reg": 0.01689584704581648, "loss_cls": 0.052557125920429826, "loss_rpn_cls": 0.0016938165263127303, "loss_rpn_loc": 0.003947099779907148, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5305282168556005, "total_loss": 0.07442660251911093}
{"data_time": 0.0035615344531834126, "eta_seconds": 112605.88981679059, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3630952380952381, "fast_rcnn/fg_cls_accuracy": 0.6369047619047619, "iteration": 31139, "loss_box_reg": 0.015739007270894945, "loss_cls": 0.0540079465135932, "loss_rpn_cls": 0.0015522989581313595, "loss_rpn_loc": 0.004040479314426193, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376321231015027, "total_loss": 0.07617196172395779}
{"data_time": 0.0035127303563058376, "eta_seconds": 112583.25063525722, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40588235294117647, "fast_rcnn/fg_cls_accuracy": 0.589572192513369, "iteration": 31159, "loss_box_reg": 0.016162215964868665, "loss_cls": 0.05136869411217049, "loss_rpn_cls": 0.0016389684067235066, "loss_rpn_loc": 0.00347676950332243, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.534900086466223, "total_loss": 0.07516912682194743}
{"data_time": 0.003444025292992592, "eta_seconds": 112565.86613540933, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23901808785529716, "fast_rcnn/fg_cls_accuracy": 0.7609819121447028, "iteration": 31179, "loss_box_reg": 0.016574380977544934, "loss_cls": 0.052398492000065744, "loss_rpn_cls": 0.0015849781561882992, "loss_rpn_loc": 0.004355768047389574, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5394594368990511, "total_loss": 0.07594208181740214}
{"data_time": 0.0038163522258400917, "eta_seconds": 112562.92674049223, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.44466403162055335, "fast_rcnn/fg_cls_accuracy": 0.5401844532279314, "iteration": 31199, "loss_box_reg": 0.016048855846747756, "loss_cls": 0.054737714875955135, "loss_rpn_cls": 0.0016905881598177075, "loss_rpn_loc": 0.0041105645868810825, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418669444043189, "total_loss": 0.07844381230393083}
{"data_time": 0.003452687058597803, "eta_seconds": 112552.14490259485, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5496715927750411, "fast_rcnn/fg_cls_accuracy": 0.4503284072249589, "iteration": 31219, "loss_box_reg": 0.017228206736035645, "loss_cls": 0.05283936782507226, "loss_rpn_cls": 0.001741153335387935, "loss_rpn_loc": 0.003492764080874622, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5359496334567666, "total_loss": 0.0764574416555206}
{"data_time": 0.003661304945126176, "eta_seconds": 112541.36306469748, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4701298701298701, "fast_rcnn/fg_cls_accuracy": 0.5298701298701298, "iteration": 31239, "loss_box_reg": 0.017459142953157425, "loss_cls": 0.051718790316954255, "loss_rpn_cls": 0.0015221866433421383, "loss_rpn_loc": 0.003250677378673572, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5405675428919494, "total_loss": 0.07651908634443316}
{"data_time": 0.0033443178981542587, "eta_seconds": 112510.85702044913, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.537037037037037, "fast_rcnn/fg_cls_accuracy": 0.45664983164983164, "iteration": 31259, "loss_box_reg": 0.016772526607383043, "loss_cls": 0.05294939782470465, "loss_rpn_cls": 0.0017305641516713877, "loss_rpn_loc": 0.003870729544360074, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376899556722492, "total_loss": 0.0748678843067978}
{"data_time": 0.0038556279614567757, "eta_seconds": 112500.07707237755, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3979166666666667, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 31279, "loss_box_reg": 0.017155639419797808, "loss_cls": 0.05331523256609216, "loss_rpn_cls": 0.0011481096062766483, "loss_rpn_loc": 0.0041014517555595376, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5351140024140477, "total_loss": 0.0775801665288327}
{"data_time": 0.003636549459770322, "eta_seconds": 112522.11649325397, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4645199761478831, "fast_rcnn/fg_cls_accuracy": 0.4907852564102564, "iteration": 31299, "loss_box_reg": 0.016201985185034573, "loss_cls": 0.053084338433109224, "loss_rpn_cls": 0.0015854959715397854, "loss_rpn_loc": 0.0039920239796629176, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5446245658677071, "total_loss": 0.07660752552362737}
{"data_time": 0.003531091380864382, "eta_seconds": 112511.33340007346, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4866666666666667, "fast_rcnn/fg_cls_accuracy": 0.5133333333333334, "iteration": 31319, "loss_box_reg": 0.015626921405782923, "loss_cls": 0.05384330829838291, "loss_rpn_cls": 0.0020602128427071875, "loss_rpn_loc": 0.004074747263075551, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5412986723240465, "total_loss": 0.07774685711569873}
{"data_time": 0.00375542463734746, "eta_seconds": 112506.58218606492, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2665094339622641, "fast_rcnn/fg_cls_accuracy": 0.7251572327044025, "iteration": 31339, "loss_box_reg": 0.016356723150238395, "loss_cls": 0.050104207592085004, "loss_rpn_cls": 0.0014879068073696544, "loss_rpn_loc": 0.0033021254021150526, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392652782611549, "total_loss": 0.07122979976963961}
{"data_time": 0.00354976044036448, "eta_seconds": 112482.83440182754, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.37598116169544743, "fast_rcnn/fg_cls_accuracy": 0.6240188383045526, "iteration": 31359, "loss_box_reg": 0.017320078564807773, "loss_cls": 0.053534407168626785, "loss_rpn_cls": 0.0011878116135903838, "loss_rpn_loc": 0.003167683938954724, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5338292927481234, "total_loss": 0.07701570467656893}
{"data_time": 0.0036916856188327074, "eta_seconds": 112464.78277534223, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4359090909090909, "fast_rcnn/fg_cls_accuracy": 0.5527272727272727, "iteration": 31379, "loss_box_reg": 0.01600538589991629, "loss_cls": 0.05179287015926093, "loss_rpn_cls": 0.0020183578535579727, "loss_rpn_loc": 0.0040290327997354325, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537945962511003, "total_loss": 0.07717298660668348}
{"data_time": 0.0034257976803928614, "eta_seconds": 112474.23117207014, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4542635658914729, "fast_rcnn/fg_cls_accuracy": 0.5224806201550387, "iteration": 31399, "loss_box_reg": 0.01596241322113201, "loss_cls": 0.053105970670003444, "loss_rpn_cls": 0.001978291027853629, "loss_rpn_loc": 0.0040696106352697825, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5459885078016669, "total_loss": 0.07753561004074072}
{"data_time": 0.003504222258925438, "eta_seconds": 112433.79031048226, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4641047297297297, "fast_rcnn/fg_cls_accuracy": 0.5295138888888888, "iteration": 31419, "loss_box_reg": 0.01637805497739464, "loss_cls": 0.054997594212181866, "loss_rpn_cls": 0.001738076492813434, "loss_rpn_loc": 0.004894390869594645, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5329276735428721, "total_loss": 0.07704733742343706}
{"data_time": 0.0035401354543864727, "eta_seconds": 112432.43758014846, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4482461184588844, "fast_rcnn/fg_cls_accuracy": 0.5517538815411156, "iteration": 31439, "loss_box_reg": 0.016415375575888902, "loss_cls": 0.052533391979523, "loss_rpn_cls": 0.0013065649040981953, "loss_rpn_loc": 0.0032148816681001335, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5462708179838955, "total_loss": 0.07509039557112374}
{"data_time": 0.003689767559990287, "eta_seconds": 112441.88015807536, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43003851091142486, "fast_rcnn/fg_cls_accuracy": 0.5683665927568367, "iteration": 31459, "loss_box_reg": 0.01704875729046762, "loss_cls": 0.05463596439221874, "loss_rpn_cls": 0.0020891565136480494, "loss_rpn_loc": 0.004022072818770539, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.541020801756531, "total_loss": 0.07809475189060322}
{"data_time": 0.0034645625855773687, "eta_seconds": 112457.54331673449, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3871415356151712, "fast_rcnn/fg_cls_accuracy": 0.6128584643848289, "iteration": 31479, "loss_box_reg": 0.017040184640791267, "loss_cls": 0.049884392763487995, "loss_rpn_cls": 0.001607455945759284, "loss_rpn_loc": 0.003957456319767516, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5464788048993796, "total_loss": 0.0727092395982254}
{"data_time": 0.0036367333959788084, "eta_seconds": 112390.66699999454, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39642857142857146, "fast_rcnn/fg_cls_accuracy": 0.5876623376623377, "iteration": 31499, "loss_box_reg": 0.015502434340305626, "loss_cls": 0.05373571300879121, "loss_rpn_cls": 0.001707686813347209, "loss_rpn_loc": 0.004325349917053245, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5316607274580747, "total_loss": 0.07682112965358101}
{"data_time": 0.003603322897106409, "eta_seconds": 112379.88617237261, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4685494223363286, "fast_rcnn/fg_cls_accuracy": 0.5256578947368421, "iteration": 31519, "loss_box_reg": 0.0167120328405872, "loss_cls": 0.05291166220558807, "loss_rpn_cls": 0.0014642227657759577, "loss_rpn_loc": 0.004159519190579886, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5472038430161774, "total_loss": 0.07556524135867448}
{"data_time": 0.0037179519422352314, "eta_seconds": 112316.5567072928, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4076704545454546, "fast_rcnn/fg_cls_accuracy": 0.589572192513369, "iteration": 31539, "loss_box_reg": 0.016378928092308342, "loss_cls": 0.054124955320730805, "loss_rpn_cls": 0.0018929186082914384, "loss_rpn_loc": 0.005552168000576785, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5338617346715182, "total_loss": 0.07714456146004522}
{"data_time": 0.003562129335477948, "eta_seconds": 112252.26082402281, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.29772727272727273, "fast_rcnn/fg_cls_accuracy": 0.69375, "iteration": 31559, "loss_box_reg": 0.01636352768400684, "loss_cls": 0.05423808831255883, "loss_rpn_cls": 0.002124938829979328, "loss_rpn_loc": 0.0038033769887988456, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5419217727612704, "total_loss": 0.07860858683346805}
{"data_time": 0.0035121096298098564, "eta_seconds": 112212.75207111822, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3388888888888889, "fast_rcnn/fg_cls_accuracy": 0.6277777777777778, "iteration": 31579, "loss_box_reg": 0.019714064372237772, "loss_cls": 0.05506880418397486, "loss_rpn_cls": 0.001571430963849707, "loss_rpn_loc": 0.0036265023009036668, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5298565363045782, "total_loss": 0.0788288105538868}
{"data_time": 0.0035027782432734966, "eta_seconds": 112171.59806191851, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3717948717948718, "fast_rcnn/fg_cls_accuracy": 0.5614548494983278, "iteration": 31599, "loss_box_reg": 0.016817389987409115, "loss_cls": 0.052309706690721214, "loss_rpn_cls": 0.0013323580722044426, "loss_rpn_loc": 0.004103034021682106, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5408539953641593, "total_loss": 0.07670727928359611}
{"data_time": 0.0036954020615667105, "eta_seconds": 112138.27764704451, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5107142857142857, "fast_rcnn/fg_cls_accuracy": 0.4892857142857143, "iteration": 31619, "loss_box_reg": 0.015614969481248409, "loss_cls": 0.05340291419997811, "loss_rpn_cls": 0.0015058565852541506, "loss_rpn_loc": 0.003621068026404828, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5415211708750576, "total_loss": 0.07385887831287619}
{"data_time": 0.0037444992922246456, "eta_seconds": 112162.95355115226, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40019762845849804, "fast_rcnn/fg_cls_accuracy": 0.599802371541502, "iteration": 31639, "loss_box_reg": 0.016520356468390673, "loss_cls": 0.04925018944777548, "loss_rpn_cls": 0.0018595736521547224, "loss_rpn_loc": 0.004128459924686467, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5401444700546563, "total_loss": 0.07332877738099342}
{"data_time": 0.0036271021235734224, "eta_seconds": 112181.382803594, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3680555555555556, "fast_rcnn/fg_cls_accuracy": 0.6319444444444444, "iteration": 31659, "loss_box_reg": 0.016544244543183595, "loss_cls": 0.053278656443580985, "loss_rpn_cls": 0.001794578993496998, "loss_rpn_loc": 0.0037920903123449534, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376938050612807, "total_loss": 0.0770659203926698}
{"data_time": 0.003624847624450922, "eta_seconds": 112170.61378714466, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3411862527716186, "fast_rcnn/fg_cls_accuracy": 0.6588137472283814, "iteration": 31679, "loss_box_reg": 0.015950433327816427, "loss_cls": 0.05454076069872826, "loss_rpn_cls": 0.001526373951151072, "loss_rpn_loc": 0.003735481182957301, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380317755043507, "total_loss": 0.07461117378670679}
{"data_time": 0.0036548327188938856, "eta_seconds": 112148.14471270167, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.49220867208672087, "fast_rcnn/fg_cls_accuracy": 0.5077913279132791, "iteration": 31699, "loss_box_reg": 0.017496186890639365, "loss_cls": 0.05348126543685794, "loss_rpn_cls": 0.0012605604952113936, "loss_rpn_loc": 0.00398276068517589, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5335351719986647, "total_loss": 0.0812114431981854}
{"data_time": 0.0036408565938472748, "eta_seconds": 112119.88869600138, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3803656597774245, "fast_rcnn/fg_cls_accuracy": 0.6196343402225755, "iteration": 31719, "loss_box_reg": 0.015567533497232944, "loss_cls": 0.0540272225625813, "loss_rpn_cls": 0.00131480511799964, "loss_rpn_loc": 0.003711733294039732, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5386363631114364, "total_loss": 0.07764880084187098}
{"data_time": 0.0034727996680885553, "eta_seconds": 112126.60892656283, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41106719367588934, "fast_rcnn/fg_cls_accuracy": 0.5889328063241107, "iteration": 31739, "loss_box_reg": 0.015562486893031746, "loss_cls": 0.05199657694902271, "loss_rpn_cls": 0.001409185643865385, "loss_rpn_loc": 0.003874049893056508, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.537868379149586, "total_loss": 0.07324712321053539}
{"data_time": 0.00394425424747169, "eta_seconds": 112098.35626842594, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3875718390804598, "fast_rcnn/fg_cls_accuracy": 0.5723536036036037, "iteration": 31759, "loss_box_reg": 0.01643935200991109, "loss_cls": 0.05214855633676052, "loss_rpn_cls": 0.0013425517281575594, "loss_rpn_loc": 0.003678132958157221, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5336177579592913, "total_loss": 0.07420347513635761}
{"data_time": 0.003617214970290661, "eta_seconds": 112105.07314042398, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5307926829268292, "fast_rcnn/fg_cls_accuracy": 0.46920731707317076, "iteration": 31779, "loss_box_reg": 0.01741851615952328, "loss_cls": 0.05410176166333258, "loss_rpn_cls": 0.001258758985386521, "loss_rpn_loc": 0.0038294271507766098, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.540163632016629, "total_loss": 0.07612281302795054}
{"data_time": 0.00362986302934587, "eta_seconds": 112059.28751152242, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48977183320220297, "fast_rcnn/fg_cls_accuracy": 0.510228166797797, "iteration": 31799, "loss_box_reg": 0.016330943384673446, "loss_cls": 0.051490991027094424, "loss_rpn_cls": 0.0017767041427987351, "loss_rpn_loc": 0.0039964633688214235, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5326816833112389, "total_loss": 0.07453528696987632}
{"data_time": 0.003555178875103593, "eta_seconds": 112066.05762706278, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 31819, "loss_box_reg": 0.015974636538885534, "loss_cls": 0.049955779453739524, "loss_rpn_cls": 0.0013668190846942707, "loss_rpn_loc": 0.004270430203177966, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538209137506783, "total_loss": 0.07221455835360757}
{"data_time": 0.003357098437845707, "eta_seconds": 112072.7694612157, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4348323170731707, "fast_rcnn/fg_cls_accuracy": 0.5339176829268293, "iteration": 31839, "loss_box_reg": 0.01662806759122759, "loss_cls": 0.054396817460656166, "loss_rpn_cls": 0.0017698335170734936, "loss_rpn_loc": 0.003790825212490745, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5426639094948769, "total_loss": 0.07706008023069444}
{"data_time": 0.00375980488024652, "eta_seconds": 112066.15337059856, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43434343434343436, "fast_rcnn/fg_cls_accuracy": 0.5656565656565657, "iteration": 31859, "loss_box_reg": 0.018201913335360587, "loss_cls": 0.057196824229322374, "loss_rpn_cls": 0.0018229762172268238, "loss_rpn_loc": 0.004051715659443289, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396123100072145, "total_loss": 0.08088453326627132}
{"data_time": 0.003310708561912179, "eta_seconds": 112051.23367507686, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3559577677224736, "fast_rcnn/fg_cls_accuracy": 0.6440422322775264, "iteration": 31879, "loss_box_reg": 0.01660702348453924, "loss_cls": 0.05517623433843255, "loss_rpn_cls": 0.0016613230550319713, "loss_rpn_loc": 0.0029893800274294335, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.537772037088871, "total_loss": 0.07671752106080021}
{"data_time": 0.00352978496812284, "eta_seconds": 112046.20364751946, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4291187739463601, "fast_rcnn/fg_cls_accuracy": 0.5708812260536398, "iteration": 31899, "loss_box_reg": 0.015983319375663996, "loss_cls": 0.053900472819805145, "loss_rpn_cls": 0.0012200975821770044, "loss_rpn_loc": 0.0032690656880731694, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5465554574038833, "total_loss": 0.0758247750316059}
{"data_time": 0.0036411660257726908, "eta_seconds": 112029.69788893801, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.458041958041958, "fast_rcnn/fg_cls_accuracy": 0.5278637770897833, "iteration": 31919, "loss_box_reg": 0.015288018621504307, "loss_cls": 0.05205349263269454, "loss_rpn_cls": 0.0015874348559918872, "loss_rpn_loc": 0.003366515433299355, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382743724621832, "total_loss": 0.07151007604716142}
{"data_time": 0.0037367474287748337, "eta_seconds": 112024.66675848048, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.42180232558139535, "fast_rcnn/fg_cls_accuracy": 0.5679878048780488, "iteration": 31939, "loss_box_reg": 0.015869359544012696, "loss_cls": 0.052983680507168174, "loss_rpn_cls": 0.0014728403122887812, "loss_rpn_loc": 0.00386416044239013, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406505896244198, "total_loss": 0.07412086049336608}
{"data_time": 0.0038970112800598145, "eta_seconds": 112039.22666301741, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4358678955453149, "fast_rcnn/fg_cls_accuracy": 0.5641321044546852, "iteration": 31959, "loss_box_reg": 0.016300580522511154, "loss_cls": 0.054971993959043175, "loss_rpn_cls": 0.0013353617836173726, "loss_rpn_loc": 0.004375234108010773, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422832400072366, "total_loss": 0.07697440147603629}
{"data_time": 0.003670282894745469, "eta_seconds": 112015.25799777335, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2785907859078591, "fast_rcnn/fg_cls_accuracy": 0.6357142857142857, "iteration": 31979, "loss_box_reg": 0.017514493578346446, "loss_cls": 0.05276084947399795, "loss_rpn_cls": 0.001442310448283024, "loss_rpn_loc": 0.005058934279077221, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5392161591444165, "total_loss": 0.07811528916408861}
{"data_time": 0.0033287901896983385, "eta_seconds": 112026.03232141468, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.46920821114369504, "fast_rcnn/fg_cls_accuracy": 0.530791788856305, "iteration": 31999, "loss_box_reg": 0.016149458155268803, "loss_cls": 0.055400829995051026, "loss_rpn_cls": 0.0016602734669959318, "loss_rpn_loc": 0.0036508420307654887, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.544777721632272, "total_loss": 0.07935633658803454}
{"data_time": 0.0035362085327506065, "eta_seconds": 112065.22018659348, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4603174603174603, "fast_rcnn/fg_cls_accuracy": 0.5363984674329503, "iteration": 32019, "loss_box_reg": 0.015765910444315523, "loss_cls": 0.05070838343817741, "loss_rpn_cls": 0.001316066405706806, "loss_rpn_loc": 0.004693623664934421, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5425359338987619, "total_loss": 0.07462597010635363}
{"data_time": 0.003556214040145278, "eta_seconds": 112054.44370026188, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.35623123123123124, "fast_rcnn/fg_cls_accuracy": 0.6437687687687688, "iteration": 32039, "loss_box_reg": 0.016812317597214133, "loss_cls": 0.05388037720695138, "loss_rpn_cls": 0.0013067089237210894, "loss_rpn_loc": 0.003124689425021643, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395618069451302, "total_loss": 0.07512595568005054}
{"data_time": 0.0033253587316721678, "eta_seconds": 112061.01824325952, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34305555555555556, "fast_rcnn/fg_cls_accuracy": 0.6555555555555556, "iteration": 32059, "loss_box_reg": 0.016684166563209146, "loss_cls": 0.05146818491630256, "loss_rpn_cls": 0.0012500273944624496, "loss_rpn_loc": 0.00526880138204433, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5400046140421182, "total_loss": 0.07549522387284924}
{"data_time": 0.0035611013881862164, "eta_seconds": 112050.24008808634, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4375968992248062, "fast_rcnn/fg_cls_accuracy": 0.5624031007751937, "iteration": 32079, "loss_box_reg": 0.015585246030241251, "loss_cls": 0.04895947308978066, "loss_rpn_cls": 0.001888547714941069, "loss_rpn_loc": 0.00441852969743195, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5328448200598359, "total_loss": 0.07234454039007687}
{"data_time": 0.0035244959872215986, "eta_seconds": 111981.93163354811, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5742147922998987, "fast_rcnn/fg_cls_accuracy": 0.4257852077001013, "iteration": 32099, "loss_box_reg": 0.015624919557012618, "loss_cls": 0.055403830658178777, "loss_rpn_cls": 0.0012694335632659204, "loss_rpn_loc": 0.0033988212708209176, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5321357306092978, "total_loss": 0.07884417484245887}
{"data_time": 0.0035323030315339565, "eta_seconds": 112049.8538236476, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5143325143325144, "fast_rcnn/fg_cls_accuracy": 0.4856674856674857, "iteration": 32119, "loss_box_reg": 0.016847199585754424, "loss_cls": 0.05352199618937448, "loss_rpn_cls": 0.0015199370063783135, "loss_rpn_loc": 0.00329297569260234, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406852450687438, "total_loss": 0.07502941647334183}
{"data_time": 0.003475899575278163, "eta_seconds": 112017.90562256682, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4543778801843318, "fast_rcnn/fg_cls_accuracy": 0.5456221198156681, "iteration": 32139, "loss_box_reg": 0.01583548728376627, "loss_cls": 0.055522354261484, "loss_rpn_cls": 0.0013312922224031354, "loss_rpn_loc": 0.0037502059640246443, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346720924135298, "total_loss": 0.07671472736160467}
{"data_time": 0.003500556107610464, "eta_seconds": 112004.6964108576, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4807407407407407, "fast_rcnn/fg_cls_accuracy": 0.5192592592592593, "iteration": 32159, "loss_box_reg": 0.016649431840050966, "loss_cls": 0.051355683943256736, "loss_rpn_cls": 0.00204870743129959, "loss_rpn_loc": 0.004216175351757556, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5319247446022928, "total_loss": 0.07607959746371762}
{"data_time": 0.003274330636486411, "eta_seconds": 112003.94661873812, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3649193548387097, "fast_rcnn/fg_cls_accuracy": 0.6189516129032258, "iteration": 32179, "loss_box_reg": 0.016113450517877936, "loss_cls": 0.05177062831353396, "loss_rpn_cls": 0.0010800847702512328, "loss_rpn_loc": 0.0035600837891252013, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.539847889682278, "total_loss": 0.07421054137807914}
{"data_time": 0.003436279483139515, "eta_seconds": 111993.1677324255, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3769592476489029, "fast_rcnn/fg_cls_accuracy": 0.6230407523510972, "iteration": 32199, "loss_box_reg": 0.01583419367671013, "loss_cls": 0.05331522290362045, "loss_rpn_cls": 0.001209848413054715, "loss_rpn_loc": 0.0043515829456737265, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436173765920103, "total_loss": 0.0750783843877798}
{"data_time": 0.003412156365811825, "eta_seconds": 111972.36264714086, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.48684210526315785, "fast_rcnn/fg_cls_accuracy": 0.513157894736842, "iteration": 32219, "loss_box_reg": 0.016553683613892645, "loss_cls": 0.05135644041001797, "loss_rpn_cls": 0.001823774102376774, "loss_rpn_loc": 0.0045236118385219015, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5348406855482608, "total_loss": 0.07464704320796045}
{"data_time": 0.003699167398735881, "eta_seconds": 111945.84440049902, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4660282717738258, "fast_rcnn/fg_cls_accuracy": 0.5339717282261742, "iteration": 32239, "loss_box_reg": 0.01573098753578961, "loss_cls": 0.05474691675044596, "loss_rpn_cls": 0.0014929744127130107, "loss_rpn_loc": 0.0033035281085176393, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5345236146822572, "total_loss": 0.07742992509059832}
{"data_time": 0.003582316916435957, "eta_seconds": 111935.06799449399, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3649587494572297, "fast_rcnn/fg_cls_accuracy": 0.6350412505427703, "iteration": 32259, "loss_box_reg": 0.016592632688116282, "loss_cls": 0.051633409108035266, "loss_rpn_cls": 0.0009400853634815576, "loss_rpn_loc": 0.004396956406708341, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5353335640393198, "total_loss": 0.07265143476911362}
{"data_time": 0.0033750180155038834, "eta_seconds": 111940.02888342412, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32894736842105265, "fast_rcnn/fg_cls_accuracy": 0.6201923076923077, "iteration": 32279, "loss_box_reg": 0.01719435816630721, "loss_cls": 0.05331580829806626, "loss_rpn_cls": 0.0017195731583115048, "loss_rpn_loc": 0.0038392136011680122, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5426810239441693, "total_loss": 0.07878974778770953}
{"data_time": 0.0037791349459439516, "eta_seconds": 111886.21580939624, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3833333333333333, "fast_rcnn/fg_cls_accuracy": 0.6166666666666667, "iteration": 32299, "loss_box_reg": 0.01572315057273954, "loss_cls": 0.05501248361542821, "loss_rpn_cls": 0.0020772674898807963, "loss_rpn_loc": 0.0036033277719980106, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5349777780938894, "total_loss": 0.0775562209448708}
{"data_time": 0.003547158557921648, "eta_seconds": 111853.68540797266, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.26050420168067223, "fast_rcnn/fg_cls_accuracy": 0.7252100840336134, "iteration": 32319, "loss_box_reg": 0.016430052928626537, "loss_cls": 0.05181403993628919, "loss_rpn_cls": 0.001541382241384781, "loss_rpn_loc": 0.005742802248278167, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5378822488710284, "total_loss": 0.0783807056131991}
{"data_time": 0.003743688575923443, "eta_seconds": 111834.57995332102, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3904761904761905, "fast_rcnn/fg_cls_accuracy": 0.6095238095238096, "iteration": 32339, "loss_box_reg": 0.016199460835196078, "loss_cls": 0.05578229913953692, "loss_rpn_cls": 0.0015084028312912778, "loss_rpn_loc": 0.004639497768948786, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5432558914180845, "total_loss": 0.07762730819422359}
{"data_time": 0.00355911604128778, "eta_seconds": 111823.80907386332, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4558758314855876, "fast_rcnn/fg_cls_accuracy": 0.5441241685144125, "iteration": 32359, "loss_box_reg": 0.01744682592106983, "loss_cls": 0.05160818784497678, "loss_rpn_cls": 0.001881426647742046, "loss_rpn_loc": 0.0033139742954517715, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5330493352375925, "total_loss": 0.07484708970696374}
{"data_time": 0.004022259032353759, "eta_seconds": 111813.03819440561, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 32379, "loss_box_reg": 0.015857268124818802, "loss_cls": 0.05260498821735382, "loss_rpn_cls": 0.0022078520019022108, "loss_rpn_loc": 0.006472997363744071, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398608350660652, "total_loss": 0.07908122478170299}
{"data_time": 0.003621698124334216, "eta_seconds": 111776.99253453221, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.44254658385093165, "fast_rcnn/fg_cls_accuracy": 0.5574534161490683, "iteration": 32399, "loss_box_reg": 0.017122910532634705, "loss_cls": 0.05465919501148164, "loss_rpn_cls": 0.0017273849075536418, "loss_rpn_loc": 0.00429865069600055, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5382883292622864, "total_loss": 0.07646164913103348}
{"data_time": 0.0039308525156229734, "eta_seconds": 111791.4964354902, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5205269607843137, "fast_rcnn/fg_cls_accuracy": 0.45759803921568626, "iteration": 32419, "loss_box_reg": 0.015566919348202646, "loss_cls": 0.054439851141069084, "loss_rpn_cls": 0.001395674181026152, "loss_rpn_loc": 0.003414450664422475, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5315896268002689, "total_loss": 0.07533577464300834}
{"data_time": 0.0034224686678498983, "eta_seconds": 111789.0553154319, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4265292553191489, "fast_rcnn/fg_cls_accuracy": 0.5480243161094225, "iteration": 32439, "loss_box_reg": 0.015006310946773738, "loss_cls": 0.051445052842609584, "loss_rpn_cls": 0.001474204259011458, "loss_rpn_loc": 0.004538808221695945, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5404334850609303, "total_loss": 0.07346470601339661}
{"data_time": 0.003477465594187379, "eta_seconds": 111744.68720097374, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.33564814814814814, "fast_rcnn/fg_cls_accuracy": 0.5777851021753462, "iteration": 32459, "loss_box_reg": 0.015590981929562986, "loss_cls": 0.05349929619114846, "loss_rpn_cls": 0.002038222882674745, "loss_rpn_loc": 0.0034844810143113136, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5375729720108211, "total_loss": 0.07565419573319332}
{"data_time": 0.0035380821209400892, "eta_seconds": 111723.47222921555, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3494186046511628, "fast_rcnn/fg_cls_accuracy": 0.6485294117647059, "iteration": 32479, "loss_box_reg": 0.0161971733905375, "loss_cls": 0.05203167081344873, "loss_rpn_cls": 0.0021103253816363576, "loss_rpn_loc": 0.004976855074346531, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5447090703528374, "total_loss": 0.07900583570938124}
{"data_time": 0.0034877711441367865, "eta_seconds": 111776.76646635588, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4238310708898944, "fast_rcnn/fg_cls_accuracy": 0.5761689291101055, "iteration": 32499, "loss_box_reg": 0.015883826126810163, "loss_cls": 0.05312888522166759, "loss_rpn_cls": 0.0016168487069307957, "loss_rpn_loc": 0.003932249484932981, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5430146185681224, "total_loss": 0.07429057592958088}
{"data_time": 0.003329198807477951, "eta_seconds": 111777.55183174857, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.373868778280543, "fast_rcnn/fg_cls_accuracy": 0.626131221719457, "iteration": 32519, "loss_box_reg": 0.017183267045766115, "loss_cls": 0.054738002247177064, "loss_rpn_cls": 0.0017564075845939442, "loss_rpn_loc": 0.004439261821971741, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5438490770757198, "total_loss": 0.07675920433359806}
{"data_time": 0.0038453680463135242, "eta_seconds": 111812.88577223453, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.39141414141414144, "fast_rcnn/fg_cls_accuracy": 0.6085858585858586, "iteration": 32539, "loss_box_reg": 0.01640685263555497, "loss_cls": 0.051200105343014, "loss_rpn_cls": 0.001618696975583589, "loss_rpn_loc": 0.003978961263783276, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5400103777647018, "total_loss": 0.07437226423076027}
{"data_time": 0.0034268111921846867, "eta_seconds": 111802.10660065315, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4605263157894737, "fast_rcnn/fg_cls_accuracy": 0.4351179673321234, "iteration": 32559, "loss_box_reg": 0.015165066404733807, "loss_cls": 0.05268788174726069, "loss_rpn_cls": 0.00158175304204633, "loss_rpn_loc": 0.00385205312340986, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418497459031641, "total_loss": 0.07309797489983794}
{"data_time": 0.003635117318481207, "eta_seconds": 111814.66157581657, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.34512195121951217, "fast_rcnn/fg_cls_accuracy": 0.6048780487804878, "iteration": 32579, "loss_box_reg": 0.016153780685272068, "loss_cls": 0.05378877208568156, "loss_rpn_cls": 0.0018155929818703953, "loss_rpn_loc": 0.003398260203539394, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409550864715129, "total_loss": 0.07464460583230448}
{"data_time": 0.00347858271561563, "eta_seconds": 111878.52417356498, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.485837922895358, "fast_rcnn/fg_cls_accuracy": 0.514162077104642, "iteration": 32599, "loss_box_reg": 0.01709203439531848, "loss_cls": 0.05493496736744419, "loss_rpn_cls": 0.0018045747478936391, "loss_rpn_loc": 0.0035063823452219367, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5485185636207461, "total_loss": 0.07914725412592816}
{"data_time": 0.003380486974492669, "eta_seconds": 111822.03524171608, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 32619, "loss_box_reg": 0.016629826743155718, "loss_cls": 0.05229722545482218, "loss_rpn_cls": 0.001528607091813683, "loss_rpn_loc": 0.00417971962451702, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358680225908756, "total_loss": 0.07643876046699916}
{"data_time": 0.0037041495088487864, "eta_seconds": 111811.25102954218, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5227272727272727, "fast_rcnn/fg_cls_accuracy": 0.4772727272727273, "iteration": 32639, "loss_box_reg": 0.016291149717289954, "loss_cls": 0.049429454491473734, "loss_rpn_cls": 0.001981338047698955, "loss_rpn_loc": 0.003332288993988186, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5383225616533309, "total_loss": 0.07085367723811942}
{"data_time": 0.003635978326201439, "eta_seconds": 111800.46681736829, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4855436832181018, "fast_rcnn/fg_cls_accuracy": 0.5144563167818982, "iteration": 32659, "loss_box_reg": 0.01697535946732387, "loss_cls": 0.050849254708737135, "loss_rpn_cls": 0.0013890673862277936, "loss_rpn_loc": 0.003866248174745124, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396452520508319, "total_loss": 0.0752422766345262}
{"data_time": 0.003763413056731224, "eta_seconds": 111816.81695532496, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.45423340961098396, "fast_rcnn/fg_cls_accuracy": 0.5240274599542334, "iteration": 32679, "loss_box_reg": 0.01572429679799825, "loss_cls": 0.05294627428520471, "loss_rpn_cls": 0.0015405345665158166, "loss_rpn_loc": 0.00418579758843407, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398350111208856, "total_loss": 0.07133854071469159}
{"data_time": 0.0036507658660411835, "eta_seconds": 111792.13747415319, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2957074721780604, "fast_rcnn/fg_cls_accuracy": 0.7042925278219396, "iteration": 32699, "loss_box_reg": 0.0166585054830648, "loss_cls": 0.0516853335138876, "loss_rpn_cls": 0.0016940989496561087, "loss_rpn_loc": 0.004262270598701434, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5262922949623317, "total_loss": 0.07512087645659449}
{"data_time": 0.003749740542843938, "eta_seconds": 111761.5299788448, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.452991452991453, "fast_rcnn/fg_cls_accuracy": 0.5470085470085471, "iteration": 32719, "loss_box_reg": 0.01568784296978265, "loss_cls": 0.049751080747228116, "loss_rpn_cls": 0.0012094794922177243, "loss_rpn_loc": 0.004366972068964969, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537008166546002, "total_loss": 0.07049319482973715}
{"data_time": 0.0033603718038648367, "eta_seconds": 111803.00383670884, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5522058823529412, "fast_rcnn/fg_cls_accuracy": 0.4, "iteration": 32739, "loss_box_reg": 0.015905225765891373, "loss_cls": 0.05145950167207047, "loss_rpn_cls": 0.0011162740752297395, "loss_rpn_loc": 0.004112377439014381, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5414873738773167, "total_loss": 0.074363823722706}
{"data_time": 0.0038422259967774153, "eta_seconds": 111799.06614049082, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5096153846153846, "fast_rcnn/fg_cls_accuracy": 0.46097285067873306, "iteration": 32759, "loss_box_reg": 0.0170659072464332, "loss_cls": 0.05535261059412733, "loss_rpn_cls": 0.00161200743889367, "loss_rpn_loc": 0.0029243722128740046, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368621137458831, "total_loss": 0.07814321061641749}
{"data_time": 0.0034496004227548838, "eta_seconds": 111788.27685978473, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.39935064935064934, "fast_rcnn/fg_cls_accuracy": 0.5879416282642089, "iteration": 32779, "loss_box_reg": 0.01641703478526324, "loss_cls": 0.053278061328455806, "loss_rpn_cls": 0.0017635112765219674, "loss_rpn_loc": 0.004402635207952699, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5310258376412094, "total_loss": 0.07595814590968075}
{"data_time": 0.003668393474072218, "eta_seconds": 111800.50298531167, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3436417615042059, "fast_rcnn/fg_cls_accuracy": 0.6291489361702127, "iteration": 32799, "loss_box_reg": 0.01658983767265454, "loss_cls": 0.05153668171260506, "loss_rpn_cls": 0.0011176198336215748, "loss_rpn_loc": 0.003704272981849499, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540821485221386, "total_loss": 0.07557026990070881}
{"data_time": 0.0035158544778823853, "eta_seconds": 111803.17289969092, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3094017094017094, "fast_rcnn/fg_cls_accuracy": 0.6905982905982906, "iteration": 32819, "loss_box_reg": 0.0170828650589101, "loss_cls": 0.05321879009716213, "loss_rpn_cls": 0.0015988680936516175, "loss_rpn_loc": 0.004143328573263716, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5430870691780001, "total_loss": 0.07620567089463748}
{"data_time": 0.0033958139829337597, "eta_seconds": 111787.13553251536, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35298245614035084, "fast_rcnn/fg_cls_accuracy": 0.6295546558704453, "iteration": 32839, "loss_box_reg": 0.015470749058295041, "loss_cls": 0.05347925133537501, "loss_rpn_cls": 0.0016049461341935967, "loss_rpn_loc": 0.0034855119447456673, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373204911593348, "total_loss": 0.07297674092774287}
{"data_time": 0.00342759070917964, "eta_seconds": 111768.12847853266, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5096153846153846, "fast_rcnn/fg_cls_accuracy": 0.4903846153846154, "iteration": 32859, "loss_box_reg": 0.01645490509690717, "loss_cls": 0.052068428602069616, "loss_rpn_cls": 0.0012145552022957418, "loss_rpn_loc": 0.0035196241697121877, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538374284049496, "total_loss": 0.07408853591249454}
{"data_time": 0.0033634814899414778, "eta_seconds": 111757.33697627299, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.34539473684210525, "fast_rcnn/fg_cls_accuracy": 0.6546052631578947, "iteration": 32879, "loss_box_reg": 0.01679611811414361, "loss_cls": 0.05352618475444615, "loss_rpn_cls": 0.0018881911985317856, "loss_rpn_loc": 0.004319519881391898, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366179624106735, "total_loss": 0.07674259787245319}
{"data_time": 0.003477124497294426, "eta_seconds": 111726.96355166007, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4574303405572755, "fast_rcnn/fg_cls_accuracy": 0.5425696594427245, "iteration": 32899, "loss_box_reg": 0.016280357667710632, "loss_cls": 0.05880890344269574, "loss_rpn_cls": 0.0017969979885492648, "loss_rpn_loc": 0.004197239119093865, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5365266865119338, "total_loss": 0.08066074819316782}
{"data_time": 0.003551855217665434, "eta_seconds": 111712.75189484213, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3957142857142857, "fast_rcnn/fg_cls_accuracy": 0.6042857142857143, "iteration": 32919, "loss_box_reg": 0.016786016756668687, "loss_cls": 0.050456575118005276, "loss_rpn_cls": 0.001694717174359539, "loss_rpn_loc": 0.004039119026856497, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373315694741905, "total_loss": 0.07278821563318161}
{"data_time": 0.003765721805393696, "eta_seconds": 111705.3843292417, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3877005347593583, "fast_rcnn/fg_cls_accuracy": 0.6122994652406417, "iteration": 32939, "loss_box_reg": 0.016998254228383303, "loss_cls": 0.05343166063539684, "loss_rpn_cls": 0.0015526058107298013, "loss_rpn_loc": 0.0041632452557678334, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5406932020559907, "total_loss": 0.07692401830576046}
{"data_time": 0.003313411260023713, "eta_seconds": 111703.17288485216, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.35777777777777775, "fast_rcnn/fg_cls_accuracy": 0.6303448275862069, "iteration": 32959, "loss_box_reg": 0.014713022799696773, "loss_cls": 0.0515114733716473, "loss_rpn_cls": 0.0013092504432279384, "loss_rpn_loc": 0.003348478119733045, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5429736198857427, "total_loss": 0.07212339110151333}
{"data_time": 0.003414585953578353, "eta_seconds": 111703.37946497463, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37236842105263157, "fast_rcnn/fg_cls_accuracy": 0.6276315789473684, "iteration": 32979, "loss_box_reg": 0.01691570651018992, "loss_cls": 0.05436933523742482, "loss_rpn_cls": 0.0011162343386104112, "loss_rpn_loc": 0.004742398552480154, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5427167627494782, "total_loss": 0.07821206089204225}
{"data_time": 0.0034599285572767258, "eta_seconds": 111660.59326860611, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37906273620559333, "fast_rcnn/fg_cls_accuracy": 0.6209372637944066, "iteration": 32999, "loss_box_reg": 0.016159148595761508, "loss_cls": 0.05286549078300595, "loss_rpn_cls": 0.0017010915845503405, "loss_rpn_loc": 0.003404046470677713, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.53997308970429, "total_loss": 0.07502474402326698}
{"data_time": 0.003635723376646638, "eta_seconds": 111634.7029365804, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.45279255319148937, "fast_rcnn/fg_cls_accuracy": 0.5472074468085106, "iteration": 33019, "loss_box_reg": 0.01647332269931212, "loss_cls": 0.05238265183288604, "loss_rpn_cls": 0.0009468642274441663, "loss_rpn_loc": 0.003088178491452709, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5382156686391681, "total_loss": 0.07562891288398532}
{"data_time": 0.003679501824080944, "eta_seconds": 111651.43627319578, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.45875420875420875, "fast_rcnn/fg_cls_accuracy": 0.531986531986532, "iteration": 33039, "loss_box_reg": 0.01554627571022138, "loss_cls": 0.05194488354027271, "loss_rpn_cls": 0.0017043345670799681, "loss_rpn_loc": 0.003868510313623119, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5422096361871809, "total_loss": 0.07536414388812318}
{"data_time": 0.004094690550118685, "eta_seconds": 111649.22068558494, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 33059, "loss_box_reg": 0.016359151457436383, "loss_cls": 0.05253838928183541, "loss_rpn_cls": 0.0018484357107126925, "loss_rpn_loc": 0.004162491652095923, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5421034239698201, "total_loss": 0.07768711815123197}
{"data_time": 0.0034706094302237034, "eta_seconds": 111649.42195367627, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30729166666666663, "fast_rcnn/fg_cls_accuracy": 0.6927083333333333, "iteration": 33079, "loss_box_reg": 0.016510864079464227, "loss_cls": 0.05102641199482605, "loss_rpn_cls": 0.001776906324266747, "loss_rpn_loc": 0.004331779244239442, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.539949158905074, "total_loss": 0.0770595913930947}
{"data_time": 0.0035992832854390144, "eta_seconds": 111652.41247524018, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.44947209653092, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 33099, "loss_box_reg": 0.01645913888933137, "loss_cls": 0.05330606363713741, "loss_rpn_cls": 0.0019624471049155545, "loss_rpn_loc": 0.004371956376417074, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5429182748775929, "total_loss": 0.07951409630300077}
{"data_time": 0.0034507769159972668, "eta_seconds": 111627.83894915693, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.46782496782496785, "fast_rcnn/fg_cls_accuracy": 0.5321750321750323, "iteration": 33119, "loss_box_reg": 0.015990576648619026, "loss_cls": 0.05097060033585876, "loss_rpn_cls": 0.0015629377812729217, "loss_rpn_loc": 0.0035518964505172335, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385044950526208, "total_loss": 0.07349598159999005}
{"data_time": 0.003906735917553306, "eta_seconds": 111629.87519024429, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5103359173126615, "fast_rcnn/fg_cls_accuracy": 0.4547803617571059, "iteration": 33139, "loss_box_reg": 0.016508918721228838, "loss_cls": 0.053408832813147455, "loss_rpn_cls": 0.0016924407614169468, "loss_rpn_loc": 0.003741887652722653, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5393124865368009, "total_loss": 0.07737830828762071}
{"data_time": 0.003668726421892643, "eta_seconds": 111619.08244775631, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.44315245478036175, "fast_rcnn/fg_cls_accuracy": 0.5568475452196382, "iteration": 33159, "loss_box_reg": 0.016433849814347923, "loss_cls": 0.05407736054621637, "loss_rpn_cls": 0.001532456316454045, "loss_rpn_loc": 0.003043935568712186, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5343029850628227, "total_loss": 0.07529944498151053}
{"data_time": 0.003621124429628253, "eta_seconds": 111608.28970526834, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.30799549549549554, "fast_rcnn/fg_cls_accuracy": 0.6920045045045045, "iteration": 33179, "loss_box_reg": 0.015389520500320941, "loss_cls": 0.051294011529535055, "loss_rpn_cls": 0.0018288426927028922, "loss_rpn_loc": 0.0043381649593357, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5378486879635602, "total_loss": 0.07271513419414077}
{"data_time": 0.0033319389913231134, "eta_seconds": 111598.44830277353, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5477044476327116, "fast_rcnn/fg_cls_accuracy": 0.45229555236728836, "iteration": 33199, "loss_box_reg": 0.01669556985143572, "loss_cls": 0.05371826101327315, "loss_rpn_cls": 0.0020385003892897657, "loss_rpn_loc": 0.005045317790063564, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5430787468794733, "total_loss": 0.07869395919101407}
{"data_time": 0.0037018819712102413, "eta_seconds": 111656.46669096546, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4107551487414187, "fast_rcnn/fg_cls_accuracy": 0.5892448512585813, "iteration": 33219, "loss_box_reg": 0.016447104106191546, "loss_cls": 0.05315919645363465, "loss_rpn_cls": 0.0016808468872113735, "loss_rpn_loc": 0.0037554099053522805, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401462230365723, "total_loss": 0.0764786377208111}
{"data_time": 0.003635858418419957, "eta_seconds": 111680.14056375995, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3694805194805195, "fast_rcnn/fg_cls_accuracy": 0.6305194805194805, "iteration": 33239, "loss_box_reg": 0.0156553607666865, "loss_cls": 0.05225463327951729, "loss_rpn_cls": 0.0013164458373466914, "loss_rpn_loc": 0.0033368369076924864, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5391619298607111, "total_loss": 0.07480840771381736}
{"data_time": 0.0035695016849786043, "eta_seconds": 111680.19068941893, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3707070707070707, "fast_rcnn/fg_cls_accuracy": 0.6292929292929292, "iteration": 33259, "loss_box_reg": 0.01613374683074653, "loss_cls": 0.052200866921339184, "loss_rpn_cls": 0.0012553918377307127, "loss_rpn_loc": 0.003864884449285455, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379372977185994, "total_loss": 0.07427302809014691}
{"data_time": 0.0039677745662629604, "eta_seconds": 111658.5349146165, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3790052606408417, "fast_rcnn/fg_cls_accuracy": 0.6209947393591583, "iteration": 33279, "loss_box_reg": 0.016207740729441866, "loss_cls": 0.05112570070195943, "loss_rpn_cls": 0.001511215593382076, "loss_rpn_loc": 0.0033966097580560017, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5388413106556982, "total_loss": 0.07729999470257098}
{"data_time": 0.003430328331887722, "eta_seconds": 111666.58119910187, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.45067698259187616, "fast_rcnn/fg_cls_accuracy": 0.5493230174081238, "iteration": 33299, "loss_box_reg": 0.016034554282668978, "loss_cls": 0.052058475906960666, "loss_rpn_cls": 0.0011375881917956576, "loss_rpn_loc": 0.0026181081011600327, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425191358663142, "total_loss": 0.07315609687634606}
{"data_time": 0.003471820615231991, "eta_seconds": 111663.11245874874, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44242424242424244, "fast_rcnn/fg_cls_accuracy": 0.5168350168350169, "iteration": 33319, "loss_box_reg": 0.017299639817792922, "loss_cls": 0.05360447941347957, "loss_rpn_cls": 0.0013552059454013943, "loss_rpn_loc": 0.004883647296082927, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5434387989807874, "total_loss": 0.07696904865156284}
{"data_time": 0.0036966013722121716, "eta_seconds": 111649.90389624867, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 33339, "loss_box_reg": 0.01693702844204381, "loss_cls": 0.05515026894863695, "loss_rpn_cls": 0.0018122538415354938, "loss_rpn_loc": 0.004641121566237416, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405852729454637, "total_loss": 0.07826088874890047}
{"data_time": 0.0033578062430024147, "eta_seconds": 111649.6883484656, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44948979591836735, "fast_rcnn/fg_cls_accuracy": 0.5505102040816326, "iteration": 33359, "loss_box_reg": 0.01675221265759319, "loss_cls": 0.051732478430494666, "loss_rpn_cls": 0.0016037786012930155, "loss_rpn_loc": 0.0034759855407173745, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5405030015390366, "total_loss": 0.07454638060585239}
{"data_time": 0.0038032764568924904, "eta_seconds": 111648.39987342083, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.37060117302052786, "fast_rcnn/fg_cls_accuracy": 0.6293988269794721, "iteration": 33379, "loss_box_reg": 0.015451324172317982, "loss_cls": 0.05328394204843789, "loss_rpn_cls": 0.001304318313202657, "loss_rpn_loc": 0.0032227063093159813, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543749752920121, "total_loss": 0.07276649696757431}
{"data_time": 0.0035263034515082836, "eta_seconds": 111660.16121040587, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5419580419580419, "fast_rcnn/fg_cls_accuracy": 0.458041958041958, "iteration": 33399, "loss_box_reg": 0.01652683800784871, "loss_cls": 0.052374356135260314, "loss_rpn_cls": 0.0013965261687189923, "loss_rpn_loc": 0.0038920956212677993, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5407061933074147, "total_loss": 0.0739155025228797}
{"data_time": 0.0034165040124207735, "eta_seconds": 111649.35195379914, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.47034368070953436, "fast_rcnn/fg_cls_accuracy": 0.5296563192904656, "iteration": 33419, "loss_box_reg": 0.017501914757303894, "loss_cls": 0.05392526742070913, "loss_rpn_cls": 0.0020208110372550436, "loss_rpn_loc": 0.004759045310493093, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5380323047284037, "total_loss": 0.08160810051458611}
{"data_time": 0.003475633915513754, "eta_seconds": 111650.25380915194, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4267676767676768, "fast_rcnn/fg_cls_accuracy": 0.5646853146853147, "iteration": 33439, "loss_box_reg": 0.01644123619189486, "loss_cls": 0.052384184557013214, "loss_rpn_cls": 0.0019544748462294592, "loss_rpn_loc": 0.005237247489276342, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5502382332924753, "total_loss": 0.07599973531659998}
{"data_time": 0.0035873225424438715, "eta_seconds": 111639.44341863203, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2976190476190476, "fast_rcnn/fg_cls_accuracy": 0.7023809523809523, "iteration": 33459, "loss_box_reg": 0.015353999682702124, "loss_cls": 0.05313095776364207, "loss_rpn_cls": 0.0012157018079506088, "loss_rpn_loc": 0.004562247719150037, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5386408714111894, "total_loss": 0.0753948819760808}
{"data_time": 0.003671805839985609, "eta_seconds": 111628.63302811212, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5285412262156448, "fast_rcnn/fg_cls_accuracy": 0.4714587737843552, "iteration": 33479, "loss_box_reg": 0.016908934630919248, "loss_cls": 0.05077613121829927, "loss_rpn_cls": 0.001305592586959392, "loss_rpn_loc": 0.003641998988314299, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422566975466907, "total_loss": 0.07397976396305239}
{"data_time": 0.003548096166923642, "eta_seconds": 111587.69042649632, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.45079365079365075, "fast_rcnn/fg_cls_accuracy": 0.5492063492063493, "iteration": 33499, "loss_box_reg": 0.014998044003732502, "loss_cls": 0.05540527927223593, "loss_rpn_cls": 0.001432238977997713, "loss_rpn_loc": 0.00338749633738189, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391976765822619, "total_loss": 0.07534202853031502}
{"data_time": 0.003653834108263254, "eta_seconds": 111555.05887621455, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4660590823381521, "fast_rcnn/fg_cls_accuracy": 0.5339409176618479, "iteration": 33519, "loss_box_reg": 0.016411853313911706, "loss_cls": 0.055806395364925265, "loss_rpn_cls": 0.0015025008192424139, "loss_rpn_loc": 0.004114780531381257, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386507487855852, "total_loss": 0.07714307956442212}
{"data_time": 0.0036686905659735203, "eta_seconds": 111547.63734097336, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4697297297297297, "fast_rcnn/fg_cls_accuracy": 0.5302702702702703, "iteration": 33539, "loss_box_reg": 0.01458058226853609, "loss_cls": 0.048684327281080186, "loss_rpn_cls": 0.001555944091364836, "loss_rpn_loc": 0.004117912500078091, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54130580695346, "total_loss": 0.0711658778701576}
{"data_time": 0.0038705256301909685, "eta_seconds": 111536.831654927, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.35862913096695226, "fast_rcnn/fg_cls_accuracy": 0.6413708690330477, "iteration": 33559, "loss_box_reg": 0.01778948085848242, "loss_cls": 0.0510955466888845, "loss_rpn_cls": 0.0016490077656499125, "loss_rpn_loc": 0.003960649937653216, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.539810559945181, "total_loss": 0.07344832187209249}
{"data_time": 0.003568398067727685, "eta_seconds": 111522.64280145429, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.45207033465683494, "fast_rcnn/fg_cls_accuracy": 0.5479296653431651, "iteration": 33579, "loss_box_reg": 0.01573403790825978, "loss_cls": 0.052041203423868865, "loss_rpn_cls": 0.001481724079212654, "loss_rpn_loc": 0.0035718308827199508, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5395692947786301, "total_loss": 0.0732765226975971}
{"data_time": 0.003437560051679611, "eta_seconds": 111476.61848462885, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4039351851851852, "fast_rcnn/fg_cls_accuracy": 0.59125, "iteration": 33599, "loss_box_reg": 0.015561180596705526, "loss_cls": 0.05142506351694465, "loss_rpn_cls": 0.0019792464437387025, "loss_rpn_loc": 0.005006649567803834, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5360108551103622, "total_loss": 0.07502370728582264}
{"data_time": 0.003588777966797352, "eta_seconds": 111452.83654088271, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45967741935483875, "fast_rcnn/fg_cls_accuracy": 0.5403225806451613, "iteration": 33619, "loss_box_reg": 0.015749597223475575, "loss_cls": 0.0545888408087194, "loss_rpn_cls": 0.0014591329808695264, "loss_rpn_loc": 0.003980500187026337, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5324017258826643, "total_loss": 0.07735733826143587}
{"data_time": 0.003383068600669503, "eta_seconds": 111442.03585317009, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40476190476190477, "fast_rcnn/fg_cls_accuracy": 0.5261904761904762, "iteration": 33639, "loss_box_reg": 0.016813052003271878, "loss_cls": 0.053306939895264804, "loss_rpn_cls": 0.001492926701473607, "loss_rpn_loc": 0.0034671702087507583, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330266731325537, "total_loss": 0.07480219417016087}
{"data_time": 0.0036221768241375685, "eta_seconds": 111431.23516545747, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4327485380116959, "fast_rcnn/fg_cls_accuracy": 0.5660694288913775, "iteration": 33659, "loss_box_reg": 0.015515685547143221, "loss_cls": 0.054500544210895896, "loss_rpn_cls": 0.0016295809114126314, "loss_rpn_loc": 0.003631571387813892, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5388234651181847, "total_loss": 0.07608836452493506}
{"data_time": 0.003575650043785572, "eta_seconds": 111449.12191389338, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3043001316366828, "fast_rcnn/fg_cls_accuracy": 0.6956998683633172, "iteration": 33679, "loss_box_reg": 0.015168437152169645, "loss_cls": 0.05455276509746909, "loss_rpn_cls": 0.001554367195467421, "loss_rpn_loc": 0.004254568473697873, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5425405465066433, "total_loss": 0.07726457635499173}
{"data_time": 0.0035874624736607075, "eta_seconds": 111425.63528028759, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.36363636363636365, "fast_rcnn/fg_cls_accuracy": 0.6363636363636364, "iteration": 33699, "loss_box_reg": 0.015247250150423497, "loss_cls": 0.050004363467451185, "loss_rpn_cls": 0.0010687672771609869, "loss_rpn_loc": 0.004716147936051129, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5323236649855971, "total_loss": 0.07461177858090196}
{"data_time": 0.0036521318834275007, "eta_seconds": 111444.60650834977, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37335009428032684, "fast_rcnn/fg_cls_accuracy": 0.6266499057196732, "iteration": 33719, "loss_box_reg": 0.01542490755673498, "loss_cls": 0.054069307865574956, "loss_rpn_cls": 0.0016895535506478154, "loss_rpn_loc": 0.0037652285063813906, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5472376744728535, "total_loss": 0.07569311878512508}
{"data_time": 0.0036598872393369675, "eta_seconds": 111404.03080231021, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3332317073170732, "fast_rcnn/fg_cls_accuracy": 0.6667682926829268, "iteration": 33739, "loss_box_reg": 0.01586357527412474, "loss_cls": 0.05093024327652529, "loss_rpn_cls": 0.0016347497457900317, "loss_rpn_loc": 0.003688575448904885, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372416051104665, "total_loss": 0.07347397256080512}
{"data_time": 0.0037004367914050817, "eta_seconds": 111436.70949116559, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.40284552845528454, "fast_rcnn/fg_cls_accuracy": 0.5971544715447155, "iteration": 33759, "loss_box_reg": 0.015047464752569795, "loss_cls": 0.054236496333032846, "loss_rpn_cls": 0.0014752967772437842, "loss_rpn_loc": 0.003906728634319734, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5460316999815404, "total_loss": 0.07409180872525667}
{"data_time": 0.003386258613318205, "eta_seconds": 111425.9030356605, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4658914728682171, "fast_rcnn/fg_cls_accuracy": 0.5341085271317829, "iteration": 33779, "loss_box_reg": 0.016115355596411973, "loss_cls": 0.05132777721155435, "loss_rpn_cls": 0.0015470214079869038, "loss_rpn_loc": 0.00378623400683864, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5392351844348013, "total_loss": 0.07459655624722927}
{"data_time": 0.0037056058645248413, "eta_seconds": 111415.09658015543, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4660734149054505, "fast_rcnn/fg_cls_accuracy": 0.5339265850945495, "iteration": 33799, "loss_box_reg": 0.01582850725390017, "loss_cls": 0.051634092815220356, "loss_rpn_cls": 0.0017822723165181742, "loss_rpn_loc": 0.0047834675842750585, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401426660828292, "total_loss": 0.07517264411239921}
{"data_time": 0.003569032996892929, "eta_seconds": 111381.2964236238, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.4913793103448276, "fast_rcnn/fg_cls_accuracy": 0.5086206896551724, "iteration": 33819, "loss_box_reg": 0.016238542390055954, "loss_cls": 0.053231983503792435, "loss_rpn_cls": 0.001353062533183902, "loss_rpn_loc": 0.0038245018913585227, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351675653364509, "total_loss": 0.07532914620276188}
{"data_time": 0.003500943537801504, "eta_seconds": 111370.49219855713, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4107142857142857, "fast_rcnn/fg_cls_accuracy": 0.5892857142857143, "iteration": 33839, "loss_box_reg": 0.015199431509245187, "loss_cls": 0.05373586469795555, "loss_rpn_cls": 0.0019101920547655027, "loss_rpn_loc": 0.0032721652823965997, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5402738167904317, "total_loss": 0.0752469460366001}
{"data_time": 0.0035245921462774277, "eta_seconds": 111368.97062859754, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25677655677655675, "fast_rcnn/fg_cls_accuracy": 0.7432234432234432, "iteration": 33859, "loss_box_reg": 0.014859171962598339, "loss_cls": 0.051380891585722566, "loss_rpn_cls": 0.0016900540272217768, "loss_rpn_loc": 0.003986433046520688, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5404166257940233, "total_loss": 0.07279185041716119}
{"data_time": 0.003603940363973379, "eta_seconds": 111371.8707581351, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41331923890063427, "fast_rcnn/fg_cls_accuracy": 0.5866807610993657, "iteration": 33879, "loss_box_reg": 0.016699003987014294, "loss_cls": 0.053173320251517, "loss_rpn_cls": 0.0016279410828019536, "loss_rpn_loc": 0.003982944333984051, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394343715161085, "total_loss": 0.07629053280595599}
{"data_time": 0.003680312540382147, "eta_seconds": 111366.62480119267, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 33899, "loss_box_reg": 0.015911945374682546, "loss_cls": 0.051747078308835626, "loss_rpn_cls": 0.0023448888987331884, "loss_rpn_loc": 0.003615768418967491, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5400872819591314, "total_loss": 0.0769732089943318}
{"data_time": 0.003448567120358348, "eta_seconds": 111336.55525156087, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38123011664899253, "fast_rcnn/fg_cls_accuracy": 0.6097560975609756, "iteration": 33919, "loss_box_reg": 0.01568015868542716, "loss_cls": 0.0518730019684881, "loss_rpn_cls": 0.0010275627050759795, "loss_rpn_loc": 0.004013342717371415, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5357104474678636, "total_loss": 0.074242691575364}
{"data_time": 0.0034442248288542032, "eta_seconds": 111309.53849510034, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.472972972972973, "fast_rcnn/fg_cls_accuracy": 0.5125707102451289, "iteration": 33939, "loss_box_reg": 0.016756499302573502, "loss_cls": 0.05590839055366814, "loss_rpn_cls": 0.0018291547903572791, "loss_rpn_loc": 0.003966689771914389, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.535993471276015, "total_loss": 0.08003058841813981}
{"data_time": 0.003686305833980441, "eta_seconds": 111292.54536656337, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4368401206636501, "fast_rcnn/fg_cls_accuracy": 0.5631598793363499, "iteration": 33959, "loss_box_reg": 0.01576992101036012, "loss_cls": 0.051033761352300644, "loss_rpn_cls": 0.001796317600110342, "loss_rpn_loc": 0.003674978157505393, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5440013413317502, "total_loss": 0.07286383785185535}
{"data_time": 0.0036242869682610035, "eta_seconds": 111281.74241517344, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4341736694677871, "fast_rcnn/fg_cls_accuracy": 0.5658263305322129, "iteration": 33979, "loss_box_reg": 0.015257376595400274, "loss_cls": 0.052044752112124115, "loss_rpn_cls": 0.001188381295776253, "loss_rpn_loc": 0.00340208621128113, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5455463724210858, "total_loss": 0.07400832725903683}
{"data_time": 0.0034805447794497013, "eta_seconds": 111277.12783850008, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3306878306878307, "fast_rcnn/fg_cls_accuracy": 0.6432230102442869, "iteration": 33999, "loss_box_reg": 0.016506339597981423, "loss_cls": 0.052471367409452796, "loss_rpn_cls": 0.0014587758389552619, "loss_rpn_loc": 0.0028966275895072613, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5421486170962453, "total_loss": 0.07508663636713209}
{"data_time": 0.003280163975432515, "eta_seconds": 111236.82278663036, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.36491835724888666, "fast_rcnn/fg_cls_accuracy": 0.6350816427511132, "iteration": 34019, "loss_box_reg": 0.017035374126862735, "loss_cls": 0.051750805287156254, "loss_rpn_cls": 0.0017772298233467154, "loss_rpn_loc": 0.004126824369450333, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5335621789563447, "total_loss": 0.07485254763537341}
{"data_time": 0.003530814778059721, "eta_seconds": 111164.32223520684, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.38791423001949316, "fast_rcnn/fg_cls_accuracy": 0.6120857699805068, "iteration": 34039, "loss_box_reg": 0.01592771679861471, "loss_cls": 0.05525711504742503, "loss_rpn_cls": 0.0018898095311215002, "loss_rpn_loc": 0.0028335409697319847, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5360090117901564, "total_loss": 0.07868886825394839}
{"data_time": 0.003655981505289674, "eta_seconds": 111121.18549327715, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4165217391304348, "fast_rcnn/fg_cls_accuracy": 0.5834782608695652, "iteration": 34059, "loss_box_reg": 0.015753089799545705, "loss_cls": 0.05334589671110734, "loss_rpn_cls": 0.001022711594600878, "loss_rpn_loc": 0.004058565471495967, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338544433470815, "total_loss": 0.07585101178392506}
{"data_time": 0.0034375626128166914, "eta_seconds": 111142.73284260626, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32741935483870965, "fast_rcnn/fg_cls_accuracy": 0.6725806451612903, "iteration": 34079, "loss_box_reg": 0.016384260496124625, "loss_cls": 0.05139882327057421, "loss_rpn_cls": 0.001906572549160046, "loss_rpn_loc": 0.004626920188457007, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5444989949464798, "total_loss": 0.07503883453773597}
{"data_time": 0.0036976304836571217, "eta_seconds": 111119.70101392828, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4232954545454546, "fast_rcnn/fg_cls_accuracy": 0.5697115384615384, "iteration": 34099, "loss_box_reg": 0.01578400906873867, "loss_cls": 0.052454234566539526, "loss_rpn_cls": 0.0013986559572458646, "loss_rpn_loc": 0.003494938340736553, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405205597635359, "total_loss": 0.07613894321070802}
{"data_time": 0.003499971702694893, "eta_seconds": 111133.02390477201, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5074404761904762, "fast_rcnn/fg_cls_accuracy": 0.49255952380952384, "iteration": 34119, "loss_box_reg": 0.014833682274911553, "loss_cls": 0.053335590462666005, "loss_rpn_cls": 0.0015472114604904164, "loss_rpn_loc": 0.004038203976961086, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428408472798765, "total_loss": 0.07506125348675141}
{"data_time": 0.003754613222554326, "eta_seconds": 111141.70936355577, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4470899470899471, "fast_rcnn/fg_cls_accuracy": 0.5529100529100529, "iteration": 34139, "loss_box_reg": 0.016169672773685306, "loss_cls": 0.05318174767307937, "loss_rpn_cls": 0.0015153535048284539, "loss_rpn_loc": 0.00429308315506205, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540250200079754, "total_loss": 0.07595390505593969}
{"data_time": 0.0035724544432014227, "eta_seconds": 111130.91162048024, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3915966386554622, "fast_rcnn/fg_cls_accuracy": 0.6084033613445379, "iteration": 34159, "loss_box_reg": 0.01626791199669242, "loss_cls": 0.054591109743341804, "loss_rpn_cls": 0.0012299268435072008, "loss_rpn_loc": 0.0035508240143826697, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335642783902586, "total_loss": 0.07786138550568467}
{"data_time": 0.0034079488832503557, "eta_seconds": 111150.41728492943, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3150375939849624, "fast_rcnn/fg_cls_accuracy": 0.6421052631578947, "iteration": 34179, "loss_box_reg": 0.01477383472956717, "loss_cls": 0.05207306309603155, "loss_rpn_cls": 0.0010812974367127026, "loss_rpn_loc": 0.0038024120367481373, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5468463918659836, "total_loss": 0.07142379749552674}
{"data_time": 0.0040864970069378614, "eta_seconds": 111109.31613432919, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3802889576883385, "fast_rcnn/fg_cls_accuracy": 0.6197110423116614, "iteration": 34199, "loss_box_reg": 0.016061330621596426, "loss_cls": 0.0522014785092324, "loss_rpn_cls": 0.0014986797384608508, "loss_rpn_loc": 0.0029623738446389325, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392392380163074, "total_loss": 0.0743716755987407}
{"data_time": 0.0037420233711600304, "eta_seconds": 111034.8530501069, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4244505494505495, "fast_rcnn/fg_cls_accuracy": 0.5755494505494505, "iteration": 34219, "loss_box_reg": 0.01595173473469913, "loss_cls": 0.05525463167577982, "loss_rpn_cls": 0.0014569681302418758, "loss_rpn_loc": 0.004136846040637465, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5331168060656637, "total_loss": 0.07550603454490101}
{"data_time": 0.003713889978826046, "eta_seconds": 111068.24880231684, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5202702702702703, "fast_rcnn/fg_cls_accuracy": 0.4797297297297297, "iteration": 34239, "loss_box_reg": 0.015257755294442177, "loss_cls": 0.05238328594714403, "loss_rpn_cls": 0.0012585304406229625, "loss_rpn_loc": 0.004278802778571844, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5447877175174654, "total_loss": 0.07592030125488236}
{"data_time": 0.0036508964840322733, "eta_seconds": 111057.45295190765, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36920133907221425, "fast_rcnn/fg_cls_accuracy": 0.6307986609277858, "iteration": 34259, "loss_box_reg": 0.01683050667634234, "loss_cls": 0.052260520635172725, "loss_rpn_cls": 0.0020008626720482425, "loss_rpn_loc": 0.0040764993500488345, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5465118656866252, "total_loss": 0.07706278250952892}
{"data_time": 0.003965387353673577, "eta_seconds": 111046.65710149845, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4105263157894737, "fast_rcnn/fg_cls_accuracy": 0.5769736842105263, "iteration": 34279, "loss_box_reg": 0.015638902346836403, "loss_cls": 0.05350089509738609, "loss_rpn_cls": 0.001880674986239228, "loss_rpn_loc": 0.0036719373129017185, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331411212682724, "total_loss": 0.07459935621477598}
{"data_time": 0.003785203443840146, "eta_seconds": 111011.76593734883, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3318216175359032, "fast_rcnn/fg_cls_accuracy": 0.6079931972789117, "iteration": 34299, "loss_box_reg": 0.015611293260008097, "loss_cls": 0.048869650810956955, "loss_rpn_cls": 0.0013164048242515491, "loss_rpn_loc": 0.005008651307434775, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5419848812744021, "total_loss": 0.07084809358116217}
{"data_time": 0.003573258873075247, "eta_seconds": 110977.52461714903, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3007518796992481, "fast_rcnn/fg_cls_accuracy": 0.6992481203007519, "iteration": 34319, "loss_box_reg": 0.015872345538809896, "loss_cls": 0.0513142776908353, "loss_rpn_cls": 0.0012518631472744346, "loss_rpn_loc": 0.003214967899111798, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5291170668788254, "total_loss": 0.07455630629084453}
{"data_time": 0.0036551186349242926, "eta_seconds": 110912.60137407389, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.390625, "fast_rcnn/fg_cls_accuracy": 0.5885416666666667, "iteration": 34339, "loss_box_reg": 0.016838843934237957, "loss_cls": 0.05548791587352753, "loss_rpn_cls": 0.0012599789234286618, "loss_rpn_loc": 0.0034167923440691084, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.535951538477093, "total_loss": 0.07869909704339761}
{"data_time": 0.003778011305257678, "eta_seconds": 110897.1841198029, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.31009615384615385, "fast_rcnn/fg_cls_accuracy": 0.6899038461538461, "iteration": 34359, "loss_box_reg": 0.015114986279513687, "loss_cls": 0.05104877281701192, "loss_rpn_cls": 0.001590481190760329, "loss_rpn_loc": 0.004186056648904923, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.542823504190892, "total_loss": 0.07343354381509926}
{"data_time": 0.0034982056822627783, "eta_seconds": 110860.83591581695, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.27541666666666664, "fast_rcnn/fg_cls_accuracy": 0.6643518518518519, "iteration": 34379, "loss_box_reg": 0.015031005546916276, "loss_cls": 0.0528230054769665, "loss_rpn_cls": 0.001506662514884738, "loss_rpn_loc": 0.003918719397915993, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5388499984983355, "total_loss": 0.07565944189764195}
{"data_time": 0.0037375236861407757, "eta_seconds": 110850.05288918875, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43452380952380953, "fast_rcnn/fg_cls_accuracy": 0.5654761904761905, "iteration": 34399, "loss_box_reg": 0.016255342110525817, "loss_cls": 0.051280468236655, "loss_rpn_cls": 0.001691389450115821, "loss_rpn_loc": 0.0038858108418935444, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5425020589027554, "total_loss": 0.07488792443859893}
{"data_time": 0.0035102481488138437, "eta_seconds": 110826.78925374825, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.45714285714285713, "fast_rcnn/fg_cls_accuracy": 0.5428571428571428, "iteration": 34419, "loss_box_reg": 0.01587715942878276, "loss_cls": 0.051256908278446645, "loss_rpn_cls": 0.0008644343381547515, "loss_rpn_loc": 0.003704784576257225, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366703439503908, "total_loss": 0.07456481517783686}
{"data_time": 0.003475150326266885, "eta_seconds": 110799.86596990726, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5006578947368421, "fast_rcnn/fg_cls_accuracy": 0.4993421052631579, "iteration": 34439, "loss_box_reg": 0.016499329882208258, "loss_cls": 0.05295697640394792, "loss_rpn_cls": 0.0012439209535841655, "loss_rpn_loc": 0.0035717020218726248, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330003711860627, "total_loss": 0.07499085529556737}
{"data_time": 0.003692733123898506, "eta_seconds": 110789.08572793822, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30833333333333335, "fast_rcnn/fg_cls_accuracy": 0.6720306513409962, "iteration": 34459, "loss_box_reg": 0.016263335419353098, "loss_cls": 0.051983671728521585, "loss_rpn_cls": 0.0013241058419453111, "loss_rpn_loc": 0.004084328900717082, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382575273979455, "total_loss": 0.0757276793078745}
{"data_time": 0.00358817377127707, "eta_seconds": 110726.40254466562, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.43669871794871795, "fast_rcnn/fg_cls_accuracy": 0.5383928571428571, "iteration": 34479, "loss_box_reg": 0.016348665405530483, "loss_cls": 0.05264471983537078, "loss_rpn_cls": 0.0015037108450997039, "loss_rpn_loc": 0.0036118040079600178, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338405068032444, "total_loss": 0.07497418831781033}
{"data_time": 0.003564116545021534, "eta_seconds": 110737.4662714086, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3709150326797386, "fast_rcnn/fg_cls_accuracy": 0.5740740740740742, "iteration": 34499, "loss_box_reg": 0.01611914805835113, "loss_cls": 0.052950807847082615, "loss_rpn_cls": 0.001960477722377618, "loss_rpn_loc": 0.0034384438804409, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404161356855184, "total_loss": 0.07790593479455765}
{"data_time": 0.0036447581369429827, "eta_seconds": 110756.7450020311, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4349881796690307, "fast_rcnn/fg_cls_accuracy": 0.5650118203309693, "iteration": 34519, "loss_box_reg": 0.015231510536978021, "loss_cls": 0.05303614854346961, "loss_rpn_cls": 0.0014109072474184359, "loss_rpn_loc": 0.003873763718729606, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414316216483712, "total_loss": 0.07320880565657717}
{"data_time": 0.0035152025520801544, "eta_seconds": 110760.11192201357, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.44688874921433064, "fast_rcnn/fg_cls_accuracy": 0.5531112507856695, "iteration": 34539, "loss_box_reg": 0.016262235236354172, "loss_cls": 0.055161358148325235, "loss_rpn_cls": 0.0014590352518553118, "loss_rpn_loc": 0.0035426969407126307, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5451064554508775, "total_loss": 0.0767106499856709}
{"data_time": 0.003496001474559307, "eta_seconds": 110761.45447553531, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4736842105263158, "fast_rcnn/fg_cls_accuracy": 0.5263157894736843, "iteration": 34559, "loss_box_reg": 0.015794475621078163, "loss_cls": 0.053573834360577166, "loss_rpn_cls": 0.001425927772970681, "loss_rpn_loc": 0.004420944918820169, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5426741924602538, "total_loss": 0.07785587048692832}
{"data_time": 0.0036825225688517094, "eta_seconds": 110768.10992348427, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.775, "iteration": 34579, "loss_box_reg": 0.01554136909544468, "loss_cls": 0.05323773715645075, "loss_rpn_cls": 0.0014436653877965, "loss_rpn_loc": 0.00363004439350334, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423999598715454, "total_loss": 0.0754484198253067}
{"data_time": 0.0034957246389240026, "eta_seconds": 110772.38384932559, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3944444444444445, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 34599, "loss_box_reg": 0.015116773487534374, "loss_cls": 0.05221561255166307, "loss_rpn_cls": 0.0017539342165946437, "loss_rpn_loc": 0.0034700241740210913, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5399189372546971, "total_loss": 0.07209704033471098}
{"data_time": 0.0034722434356808662, "eta_seconds": 110833.92415671912, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.38928571428571423, "fast_rcnn/fg_cls_accuracy": 0.6107142857142858, "iteration": 34619, "loss_box_reg": 0.017159736424218863, "loss_cls": 0.05120504921069369, "loss_rpn_cls": 0.0012558255887142877, "loss_rpn_loc": 0.003629881193774054, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443495130166411, "total_loss": 0.07444191900049191}
{"data_time": 0.0032572299242019653, "eta_seconds": 110823.13115014532, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45089285714285715, "fast_rcnn/fg_cls_accuracy": 0.5491071428571428, "iteration": 34639, "loss_box_reg": 0.01535919785965234, "loss_cls": 0.053130960557609797, "loss_rpn_cls": 0.0009897505274238938, "loss_rpn_loc": 0.00407842571803485, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5357842196244746, "total_loss": 0.07572421767764581}
{"data_time": 0.0035004746168851852, "eta_seconds": 110812.33814357151, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3504464285714286, "fast_rcnn/fg_cls_accuracy": 0.6457528957528957, "iteration": 34659, "loss_box_reg": 0.015498121065320447, "loss_cls": 0.05164816218893975, "loss_rpn_cls": 0.0014711602190118356, "loss_rpn_loc": 0.004278577223885804, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5403880341909826, "total_loss": 0.07494291341208736}
{"data_time": 0.0032282702159136534, "eta_seconds": 110777.24527137377, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.31604308390022673, "fast_rcnn/fg_cls_accuracy": 0.549043062200957, "iteration": 34679, "loss_box_reg": 0.01651400892296806, "loss_cls": 0.05386510444805026, "loss_rpn_cls": 0.0012358386180721936, "loss_rpn_loc": 0.0034080273617291823, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5433038393966854, "total_loss": 0.07630151346552339}
{"data_time": 0.003603576449677348, "eta_seconds": 110774.82132071978, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4337121212121212, "fast_rcnn/fg_cls_accuracy": 0.5662878787878788, "iteration": 34699, "loss_box_reg": 0.015837102837394923, "loss_cls": 0.05208475544350222, "loss_rpn_cls": 0.0011151563039675239, "loss_rpn_loc": 0.003220066719222814, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5362755709793419, "total_loss": 0.07496243220077758}
{"data_time": 0.0032377371098846197, "eta_seconds": 110703.04488549102, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.40185185185185185, "fast_rcnn/fg_cls_accuracy": 0.5060975609756098, "iteration": 34719, "loss_box_reg": 0.015419790463056415, "loss_cls": 0.05325026961509138, "loss_rpn_cls": 0.001352960856138452, "loss_rpn_loc": 0.0032897044366109185, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.534734457032755, "total_loss": 0.0752065773317554}
{"data_time": 0.003502873471006751, "eta_seconds": 110744.87335268897, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.573187414500684, "fast_rcnn/fg_cls_accuracy": 0.426812585499316, "iteration": 34739, "loss_box_reg": 0.015995516150724143, "loss_cls": 0.05314134061336517, "loss_rpn_cls": 0.0012741132962332813, "loss_rpn_loc": 0.0033381027933501173, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400849443394691, "total_loss": 0.07500867713315529}
{"data_time": 0.0037439384032040834, "eta_seconds": 110653.62648163387, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3284313725490196, "fast_rcnn/fg_cls_accuracy": 0.6715686274509804, "iteration": 34759, "loss_box_reg": 0.01563617362990044, "loss_cls": 0.052271090215072036, "loss_rpn_cls": 0.0021219315040070796, "loss_rpn_loc": 0.0031356018589576706, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.53470139647834, "total_loss": 0.07272518070664091}
{"data_time": 0.003686310723423958, "eta_seconds": 110642.84368224372, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5105691056910568, "fast_rcnn/fg_cls_accuracy": 0.4625, "iteration": 34779, "loss_box_reg": 0.01575181441148743, "loss_cls": 0.05070982256438583, "loss_rpn_cls": 0.0014267112779862146, "loss_rpn_loc": 0.0043357619251764845, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389022813178599, "total_loss": 0.07455285398069122}
{"data_time": 0.003442617366090417, "eta_seconds": 110637.25520708994, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4193965517241379, "fast_rcnn/fg_cls_accuracy": 0.580603448275862, "iteration": 34799, "loss_box_reg": 0.01472456066403538, "loss_cls": 0.0522091185557656, "loss_rpn_cls": 0.0018449308682875198, "loss_rpn_loc": 0.004354077318566851, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410911769140512, "total_loss": 0.0740557648525737}
{"data_time": 0.003710019402205944, "eta_seconds": 110621.27808346343, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.26006441223832527, "fast_rcnn/fg_cls_accuracy": 0.6996779388083736, "iteration": 34819, "loss_box_reg": 0.01610444311518222, "loss_cls": 0.048474573413841426, "loss_rpn_cls": 0.000989893131190911, "loss_rpn_loc": 0.004499875420151511, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5375454491004348, "total_loss": 0.07204738485677353}
{"data_time": 0.0037312027998268604, "eta_seconds": 110598.38763576653, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5315824468085106, "fast_rcnn/fg_cls_accuracy": 0.4673758865248227, "iteration": 34839, "loss_box_reg": 0.01533574890345335, "loss_cls": 0.05209236696828157, "loss_rpn_cls": 0.0020409964063219377, "loss_rpn_loc": 0.0044666029352811165, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5401339915115386, "total_loss": 0.07468705617407068}
{"data_time": 0.003986210096627474, "eta_seconds": 110570.94395091292, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4393133462282398, "fast_rcnn/fg_cls_accuracy": 0.5606866537717602, "iteration": 34859, "loss_box_reg": 0.016248327563516796, "loss_cls": 0.05529870220925659, "loss_rpn_cls": 0.001990870489862573, "loss_rpn_loc": 0.00402700563063263, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5354028302244842, "total_loss": 0.08005790179231553}
{"data_time": 0.00348542258143425, "eta_seconds": 110499.09660556098, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.28564814814814815, "fast_rcnn/fg_cls_accuracy": 0.7143518518518519, "iteration": 34879, "loss_box_reg": 0.01595720963086933, "loss_cls": 0.05154493008740246, "loss_rpn_cls": 0.0013118039680648508, "loss_rpn_loc": 0.0033150294202641817, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5301688937470317, "total_loss": 0.07429283481212678}
{"data_time": 0.0035783397033810616, "eta_seconds": 110555.58269112976, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 34899, "loss_box_reg": 0.015187523327767849, "loss_cls": 0.05103297816822305, "loss_rpn_cls": 0.002080325094084401, "loss_rpn_loc": 0.0036175063796690665, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5446265998762101, "total_loss": 0.07247548124553305}
{"data_time": 0.0038462758529931307, "eta_seconds": 110572.55537314736, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3284313725490196, "fast_rcnn/fg_cls_accuracy": 0.6715686274509804, "iteration": 34919, "loss_box_reg": 0.015978681854903698, "loss_cls": 0.052565486868843436, "loss_rpn_cls": 0.0016628052790110814, "loss_rpn_loc": 0.004007898241980001, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5393212353810668, "total_loss": 0.07616301532812031}
{"data_time": 0.0035123301204293966, "eta_seconds": 110556.58128712256, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41119449656035023, "fast_rcnn/fg_cls_accuracy": 0.5888055034396498, "iteration": 34939, "loss_box_reg": 0.015501249697990716, "loss_cls": 0.05301126337144524, "loss_rpn_cls": 0.0015376023704902764, "loss_rpn_loc": 0.0045151995873311535, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5268469213042408, "total_loss": 0.07379769209080678}
{"data_time": 0.003742700908333063, "eta_seconds": 110532.48084209254, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4309346567411083, "fast_rcnn/fg_cls_accuracy": 0.5532633158289573, "iteration": 34959, "loss_box_reg": 0.01633351616328582, "loss_cls": 0.053053402341902256, "loss_rpn_cls": 0.0013319179567474748, "loss_rpn_loc": 0.003279115066106897, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5405150086153299, "total_loss": 0.07720844676407523}
{"data_time": 0.0042991177178919315, "eta_seconds": 110470.1595817022, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5380635624538064, "fast_rcnn/fg_cls_accuracy": 0.4467849223946785, "iteration": 34979, "loss_box_reg": 0.015585476183332503, "loss_cls": 0.05400635115802288, "loss_rpn_cls": 0.001249417027452182, "loss_rpn_loc": 0.003889820771291852, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5305200491566211, "total_loss": 0.0763436590582387}
{"data_time": 0.0035990297328680754, "eta_seconds": 110459.38310908899, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42727272727272725, "fast_rcnn/fg_cls_accuracy": 0.5553359683794465, "iteration": 34999, "loss_box_reg": 0.0151759184373077, "loss_cls": 0.0525728942011483, "loss_rpn_cls": 0.0012383665564641433, "loss_rpn_loc": 0.004060689381731208, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415402841754258, "total_loss": 0.07412943319150145}
{"data_time": 0.00357461953535676, "eta_seconds": 110508.45233314647, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.3576388888888889, "fast_rcnn/fg_cls_accuracy": 0.6245478036175711, "iteration": 35019, "loss_box_reg": 0.015104001387953758, "loss_cls": 0.05327290669083595, "loss_rpn_cls": 0.0016816515699247248, "loss_rpn_loc": 0.004079138103406876, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377633089665323, "total_loss": 0.07500555682395316}
{"data_time": 0.004030949668958783, "eta_seconds": 110502.66729017184, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.32291666666666663, "fast_rcnn/fg_cls_accuracy": 0.6472868217054264, "iteration": 35039, "loss_box_reg": 0.015597043326124549, "loss_cls": 0.05224983696825802, "loss_rpn_cls": 0.0016399501174078068, "loss_rpn_loc": 0.004408031574712368, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5403973974753171, "total_loss": 0.07360995244471269}
{"data_time": 0.003346736077219248, "eta_seconds": 110506.99059457914, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3880550343964978, "fast_rcnn/fg_cls_accuracy": 0.6119449656035022, "iteration": 35059, "loss_box_reg": 0.01801646762760356, "loss_cls": 0.052054544212296605, "loss_rpn_cls": 0.0016548386126942205, "loss_rpn_loc": 0.003710173590661725, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391471006441861, "total_loss": 0.07654673681827262}
{"data_time": 0.0033329876605421305, "eta_seconds": 110452.36400994938, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.31290849673202614, "fast_rcnn/fg_cls_accuracy": 0.6870915032679739, "iteration": 35079, "loss_box_reg": 0.01583896140800789, "loss_cls": 0.0515992830041796, "loss_rpn_cls": 0.0014919405477940018, "loss_rpn_loc": 0.004881922926870175, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382991861552, "total_loss": 0.07706211300825316}
{"data_time": 0.0036656497977674007, "eta_seconds": 110398.72856135922, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4637722829212191, "fast_rcnn/fg_cls_accuracy": 0.5252167060677699, "iteration": 35099, "loss_box_reg": 0.015972735302057117, "loss_cls": 0.05249434057623148, "loss_rpn_cls": 0.0011644175104947863, "loss_rpn_loc": 0.0033927106560440734, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5349790996406227, "total_loss": 0.07363331507610837}
{"data_time": 0.0036381979007273912, "eta_seconds": 110346.82640396478, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 35119, "loss_box_reg": 0.015038263401947916, "loss_cls": 0.054016287554986775, "loss_rpn_cls": 0.0011891499204921274, "loss_rpn_loc": 0.0038410014676628634, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416235090233386, "total_loss": 0.07739073824211573}
{"data_time": 0.00348773249424994, "eta_seconds": 110332.78605946619, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38618524332810045, "fast_rcnn/fg_cls_accuracy": 0.6138147566718996, "iteration": 35139, "loss_box_reg": 0.014991800650022924, "loss_cls": 0.0525601138942875, "loss_rpn_cls": 0.0018281880438735243, "loss_rpn_loc": 0.0033273892622673884, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5355299508664757, "total_loss": 0.07412633153319348}
{"data_time": 0.003475351259112358, "eta_seconds": 110322.01458162908, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 35159, "loss_box_reg": 0.016670415992848575, "loss_cls": 0.058245174353942275, "loss_rpn_cls": 0.0013427791150206758, "loss_rpn_loc": 0.0028930135958944447, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5331085075158626, "total_loss": 0.07806090477151884}
{"data_time": 0.003569527994841337, "eta_seconds": 110303.86100307433, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3095588235294118, "fast_rcnn/fg_cls_accuracy": 0.6904411764705882, "iteration": 35179, "loss_box_reg": 0.016490940179210156, "loss_cls": 0.051999668998178095, "loss_rpn_cls": 0.00137780852708147, "loss_rpn_loc": 0.0030542289387085475, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5350334055256099, "total_loss": 0.07328233622240532}
{"data_time": 0.003716269275173545, "eta_seconds": 110298.81642072927, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.45906432748538006, "fast_rcnn/fg_cls_accuracy": 0.5409356725146199, "iteration": 35199, "loss_box_reg": 0.014872539439238608, "loss_cls": 0.05175591784063727, "loss_rpn_cls": 0.0016461415993944684, "loss_rpn_loc": 0.0038517668144777417, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448888726532459, "total_loss": 0.07413378772110946}
{"data_time": 0.003646997967734933, "eta_seconds": 110289.5134836894, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3746621621621622, "fast_rcnn/fg_cls_accuracy": 0.6253378378378378, "iteration": 35219, "loss_box_reg": 0.015708582708612084, "loss_cls": 0.05298145522829145, "loss_rpn_cls": 0.0014345899567160814, "loss_rpn_loc": 0.003603633875172818, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5335197853855789, "total_loss": 0.07270960416258276}
{"data_time": 0.00382869690656662, "eta_seconds": 110275.04538052669, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.31079545454545454, "fast_rcnn/fg_cls_accuracy": 0.6802884615384616, "iteration": 35239, "loss_box_reg": 0.015266018803231418, "loss_cls": 0.05318738741334528, "loss_rpn_cls": 0.0014526364412859039, "loss_rpn_loc": 0.004045790170494001, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442174521740526, "total_loss": 0.07434078524136112}
{"data_time": 0.003588817548006773, "eta_seconds": 110268.1571924435, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.39477124183006534, "fast_rcnn/fg_cls_accuracy": 0.5718954248366013, "iteration": 35259, "loss_box_reg": 0.015704567078500986, "loss_cls": 0.0489285479998216, "loss_rpn_cls": 0.001591419824762852, "loss_rpn_loc": 0.0031419252045452595, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447161106858402, "total_loss": 0.07409930839804701}
{"data_time": 0.0035405296366661787, "eta_seconds": 110253.50318345195, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.29516129032258065, "fast_rcnn/fg_cls_accuracy": 0.6432806324110671, "iteration": 35279, "loss_box_reg": 0.016071510093752295, "loss_cls": 0.05324242974165827, "loss_rpn_cls": 0.0014788539205028428, "loss_rpn_loc": 0.004388106208352838, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5331713247578591, "total_loss": 0.07655044416674173}
{"data_time": 0.003479250008240342, "eta_seconds": 110225.90906147915, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.41621621621621624, "fast_rcnn/fg_cls_accuracy": 0.5837837837837838, "iteration": 35299, "loss_box_reg": 0.01634813816053793, "loss_cls": 0.05374251981265843, "loss_rpn_cls": 0.0013938777294697502, "loss_rpn_loc": 0.003889328429067973, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5286418513860554, "total_loss": 0.07675900752508369}
{"data_time": 0.0033606926444917917, "eta_seconds": 110228.46570405504, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4094380796508456, "fast_rcnn/fg_cls_accuracy": 0.5905619203491543, "iteration": 35319, "loss_box_reg": 0.014907110104104504, "loss_cls": 0.05171388934832066, "loss_rpn_cls": 0.001743721857451419, "loss_rpn_loc": 0.0035976959043182433, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5433995416387916, "total_loss": 0.07397764545189034}
{"data_time": 0.003358763875439763, "eta_seconds": 110212.89612231008, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43212121212121213, "fast_rcnn/fg_cls_accuracy": 0.5678787878787879, "iteration": 35339, "loss_box_reg": 0.01514420346939005, "loss_cls": 0.05305922724073753, "loss_rpn_cls": 0.0013280734397795868, "loss_rpn_loc": 0.005110623802465852, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5341987935826182, "total_loss": 0.07375866188499458}
{"data_time": 0.003378832247108221, "eta_seconds": 110184.73698206083, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37339971550497864, "fast_rcnn/fg_cls_accuracy": 0.6163663663663663, "iteration": 35359, "loss_box_reg": 0.016285600722767413, "loss_cls": 0.05147854925598949, "loss_rpn_cls": 0.0012979404046973286, "loss_rpn_loc": 0.0036291507094574627, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351166855543852, "total_loss": 0.07258703061734195}
{"data_time": 0.0033622796181589365, "eta_seconds": 110191.35554621159, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.42547568710359407, "fast_rcnn/fg_cls_accuracy": 0.5362126245847176, "iteration": 35379, "loss_box_reg": 0.015052647097036242, "loss_cls": 0.050918408669531345, "loss_rpn_cls": 0.002030657113664347, "loss_rpn_loc": 0.0038898704369785264, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5421492285095155, "total_loss": 0.07407168374675166}
{"data_time": 0.0034099463373422623, "eta_seconds": 110163.19980486133, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30693581780538304, "fast_rcnn/fg_cls_accuracy": 0.6634199134199135, "iteration": 35399, "loss_box_reg": 0.014410726900678128, "loss_cls": 0.05098063079640269, "loss_rpn_cls": 0.0009444856821119174, "loss_rpn_loc": 0.0038202854229894, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369907773565501, "total_loss": 0.0718578792846074}
{"data_time": 0.0036031436175107956, "eta_seconds": 110152.43121626158, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.28903225806451616, "fast_rcnn/fg_cls_accuracy": 0.71, "iteration": 35419, "loss_box_reg": 0.014763398619834334, "loss_cls": 0.05193332314956933, "loss_rpn_cls": 0.0013295270346134203, "loss_rpn_loc": 0.003744499528693268, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5337927732616663, "total_loss": 0.07256535374358464}
{"data_time": 0.0035198077093809843, "eta_seconds": 110159.04468206386, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3723404255319149, "fast_rcnn/fg_cls_accuracy": 0.623959296947271, "iteration": 35439, "loss_box_reg": 0.015882668900303543, "loss_cls": 0.0533726483117789, "loss_rpn_cls": 0.0013106730635854547, "loss_rpn_loc": 0.003994347251136787, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381294158287346, "total_loss": 0.07343755034173682}
{"data_time": 0.003553862450644374, "eta_seconds": 110130.89403906208, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4027777777777778, "fast_rcnn/fg_cls_accuracy": 0.5972222222222222, "iteration": 35459, "loss_box_reg": 0.015772849030327052, "loss_cls": 0.05242406204342842, "loss_rpn_cls": 0.0020440969228729955, "loss_rpn_loc": 0.0042182083780062385, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361407953314483, "total_loss": 0.07547424278675408}
{"data_time": 0.0033731609582901, "eta_seconds": 110145.79219807824, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38421052631578945, "fast_rcnn/fg_cls_accuracy": 0.6157894736842104, "iteration": 35479, "loss_box_reg": 0.015737033972982317, "loss_cls": 0.0544818383641541, "loss_rpn_cls": 0.001414004602509067, "loss_rpn_loc": 0.004363723615824711, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5451829854864627, "total_loss": 0.07649190101824388}
{"data_time": 0.0034540388733148575, "eta_seconds": 110143.80832920992, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.49528301886792453, "fast_rcnn/fg_cls_accuracy": 0.5047169811320755, "iteration": 35499, "loss_box_reg": 0.016029025544412434, "loss_cls": 0.052933060796931386, "loss_rpn_cls": 0.0024590321436335216, "loss_rpn_loc": 0.004967863336787559, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428934525698423, "total_loss": 0.07661277759211771}
{"data_time": 0.003701102454215288, "eta_seconds": 110124.2500010035, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4404424276800908, "fast_rcnn/fg_cls_accuracy": 0.5595575723199093, "iteration": 35519, "loss_box_reg": 0.015109285479411483, "loss_cls": 0.050797231029719114, "loss_rpn_cls": 0.002146108160559379, "loss_rpn_loc": 0.003702187637827592, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5427588822785765, "total_loss": 0.0731769574244936}
{"data_time": 0.003660854185000062, "eta_seconds": 110098.03095891466, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3431455004205215, "fast_rcnn/fg_cls_accuracy": 0.6265655899802242, "iteration": 35539, "loss_box_reg": 0.015187353652436286, "loss_cls": 0.05124568135943264, "loss_rpn_cls": 0.0013622638168726553, "loss_rpn_loc": 0.003357899906404782, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5386070241220295, "total_loss": 0.07150273641536842}
{"data_time": 0.0035559339448809624, "eta_seconds": 110099.21662002197, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4183823529411764, "fast_rcnn/fg_cls_accuracy": 0.5747340425531915, "iteration": 35559, "loss_box_reg": 0.01621992699801922, "loss_cls": 0.054956006817519665, "loss_rpn_cls": 0.0020477639272939996, "loss_rpn_loc": 0.003858509195197257, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5483307593967766, "total_loss": 0.07925774310984934}
{"data_time": 0.0037804304156452417, "eta_seconds": 110076.49178401893, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.47793712079426365, "fast_rcnn/fg_cls_accuracy": 0.5016547159404302, "iteration": 35579, "loss_box_reg": 0.016149516974110156, "loss_cls": 0.05222370440606028, "loss_rpn_cls": 0.0016269860725515173, "loss_rpn_loc": 0.004616003960109083, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377698049414903, "total_loss": 0.07460475375910391}
{"data_time": 0.0035999310202896595, "eta_seconds": 110034.05883665406, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4639024390243902, "fast_rcnn/fg_cls_accuracy": 0.5360975609756098, "iteration": 35599, "loss_box_reg": 0.015339311212301254, "loss_cls": 0.053531010751612484, "loss_rpn_cls": 0.001509050894583197, "loss_rpn_loc": 0.0031861023417150136, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5322034361306578, "total_loss": 0.07420866633890455}
{"data_time": 0.0034744974691420794, "eta_seconds": 109976.73276381148, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41304347826086957, "fast_rcnn/fg_cls_accuracy": 0.577536231884058, "iteration": 35619, "loss_box_reg": 0.015224055212456733, "loss_cls": 0.05468336935155094, "loss_rpn_cls": 0.0019361129267281285, "loss_rpn_loc": 0.004174343552222126, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5333963057491928, "total_loss": 0.07657691747067474}
{"data_time": 0.0035748500376939774, "eta_seconds": 109980.32864442421, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3766891891891892, "fast_rcnn/fg_cls_accuracy": 0.6176289926289926, "iteration": 35639, "loss_box_reg": 0.014732954383362085, "loss_cls": 0.05025952192954719, "loss_rpn_cls": 0.0016359164148980199, "loss_rpn_loc": 0.0035991845834359992, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414162003435194, "total_loss": 0.06871083868963979}
{"data_time": 0.00349954841658473, "eta_seconds": 109969.56530615082, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3614982578397212, "fast_rcnn/fg_cls_accuracy": 0.6385017421602788, "iteration": 35659, "loss_box_reg": 0.016371402132790536, "loss_cls": 0.05116755556082353, "loss_rpn_cls": 0.0016099312971391555, "loss_rpn_loc": 0.0041793217533268034, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390319097787142, "total_loss": 0.0771219858920631}
{"data_time": 0.0038411107379943132, "eta_seconds": 109973.89053450571, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5060975609756098, "fast_rcnn/fg_cls_accuracy": 0.4772357723577236, "iteration": 35679, "loss_box_reg": 0.01636286306893453, "loss_cls": 0.05344623501878232, "loss_rpn_cls": 0.0016408915712418093, "loss_rpn_loc": 0.003266613768573734, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419243893120438, "total_loss": 0.07688866383489312}
{"data_time": 0.0036165646743029356, "eta_seconds": 109987.27613649657, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4285714285714286, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 35699, "loss_box_reg": 0.014899250876624137, "loss_cls": 0.05437700799666345, "loss_rpn_cls": 0.001552343552560842, "loss_rpn_loc": 0.0034348589870205615, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428592006210238, "total_loss": 0.0740019496338391}
{"data_time": 0.003715086029842496, "eta_seconds": 109990.90238726535, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.6159909909909911, "iteration": 35719, "loss_box_reg": 0.015469882520847023, "loss_cls": 0.054631583858281374, "loss_rpn_cls": 0.0011776728614449894, "loss_rpn_loc": 0.0029338732165342662, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5375427498947829, "total_loss": 0.07697393506566641}
{"data_time": 0.003719911677762866, "eta_seconds": 109965.74177765613, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42000000000000004, "fast_rcnn/fg_cls_accuracy": 0.5466666666666666, "iteration": 35739, "loss_box_reg": 0.01625257107662037, "loss_cls": 0.0510575189255178, "loss_rpn_cls": 0.0017270268483571272, "loss_rpn_loc": 0.003685460349515779, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5351032507605851, "total_loss": 0.07525165330343953}
{"data_time": 0.003383286064490676, "eta_seconds": 109973.28486009012, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5044593088071349, "fast_rcnn/fg_cls_accuracy": 0.4706959706959707, "iteration": 35759, "loss_box_reg": 0.01633206894621253, "loss_cls": 0.05084878677735105, "loss_rpn_cls": 0.0009123981903940148, "loss_rpn_loc": 0.004368311285361415, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414678030647337, "total_loss": 0.0739973501898703}
{"data_time": 0.0036826427094638348, "eta_seconds": 109962.5158876644, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3638888888888889, "fast_rcnn/fg_cls_accuracy": 0.6052287581699347, "iteration": 35779, "loss_box_reg": 0.014925539842806756, "loss_cls": 0.05186220759060234, "loss_rpn_cls": 0.0012352521282537055, "loss_rpn_loc": 0.0036531403748085722, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400251755490899, "total_loss": 0.07187300498105742}
{"data_time": 0.0034387479536235332, "eta_seconds": 109951.74691523868, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6393822393822394, "iteration": 35799, "loss_box_reg": 0.015808846219442785, "loss_cls": 0.05339500040281564, "loss_rpn_cls": 0.0010850283206309541, "loss_rpn_loc": 0.0029896970736444928, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5435956744477153, "total_loss": 0.07292769619039063}
{"data_time": 0.0034810109063982964, "eta_seconds": 109970.16126332642, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35634920634920636, "fast_rcnn/fg_cls_accuracy": 0.6436507936507937, "iteration": 35819, "loss_box_reg": 0.01595008763251826, "loss_cls": 0.052360888570547104, "loss_rpn_cls": 0.0018712019891609089, "loss_rpn_loc": 0.0028462777991080657, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432626635301858, "total_loss": 0.0727143944253612}
{"data_time": 0.003506202483549714, "eta_seconds": 109951.91242440557, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32291666666666663, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 35839, "loss_box_reg": 0.016581828938797116, "loss_cls": 0.05322042619809508, "loss_rpn_cls": 0.0012447078834156855, "loss_rpn_loc": 0.0047042349688126706, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5341808923985809, "total_loss": 0.07489288601880162}
{"data_time": 0.003680911846458912, "eta_seconds": 109955.96611539368, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.46875, "iteration": 35859, "loss_box_reg": 0.016072133381385356, "loss_cls": 0.05117262504063547, "loss_rpn_cls": 0.0013836737816177447, "loss_rpn_loc": 0.003950526428525336, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399504767265171, "total_loss": 0.07506345457613861}
{"data_time": 0.003481554565951228, "eta_seconds": 109960.40423540212, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4788838612368024, "fast_rcnn/fg_cls_accuracy": 0.5211161387631975, "iteration": 35879, "loss_box_reg": 0.014805089333094656, "loss_cls": 0.05144375562667847, "loss_rpn_cls": 0.0013888826175048052, "loss_rpn_loc": 0.0034207805583719164, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5385545203462243, "total_loss": 0.07124409256789477}
{"data_time": 0.0038560456596314907, "eta_seconds": 109927.07393932925, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.40940766550522645, "fast_rcnn/fg_cls_accuracy": 0.5571428571428572, "iteration": 35899, "loss_box_reg": 0.017243230948224664, "loss_cls": 0.054028237238526344, "loss_rpn_cls": 0.0017126662323789787, "loss_rpn_loc": 0.004258192198903998, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376608548685908, "total_loss": 0.07633496436827159}
{"data_time": 0.003924832679331303, "eta_seconds": 109925.86234250385, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4780701754385965, "fast_rcnn/fg_cls_accuracy": 0.5086206896551724, "iteration": 35919, "loss_box_reg": 0.016728265502024442, "loss_cls": 0.056453507859259844, "loss_rpn_cls": 0.001657948989873148, "loss_rpn_loc": 0.0039219173122546636, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398784189019352, "total_loss": 0.07898992173113584}
{"data_time": 0.0035126793663948774, "eta_seconds": 109968.66927448404, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3239524702939337, "fast_rcnn/fg_cls_accuracy": 0.6760475297060663, "iteration": 35939, "loss_box_reg": 0.01511998544447124, "loss_cls": 0.05266108602518216, "loss_rpn_cls": 0.0015917158707452472, "loss_rpn_loc": 0.0034344914311077446, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5391517761163414, "total_loss": 0.07446457845048826}
{"data_time": 0.00348456553183496, "eta_seconds": 109923.94427514658, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.40476190476190477, "fast_rcnn/fg_cls_accuracy": 0.5952380952380952, "iteration": 35959, "loss_box_reg": 0.016624729440081865, "loss_cls": 0.05181897873990238, "loss_rpn_cls": 0.0013574716357993566, "loss_rpn_loc": 0.0039729131531203166, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404955958947539, "total_loss": 0.07462925051072489}
{"data_time": 0.0034060354810208082, "eta_seconds": 109993.21316513373, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.43796992481203006, "fast_rcnn/fg_cls_accuracy": 0.5446428571428572, "iteration": 35979, "loss_box_reg": 0.015327561035519466, "loss_cls": 0.05318440613336861, "loss_rpn_cls": 0.001411610754985304, "loss_rpn_loc": 0.004325825557316421, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5431087003089488, "total_loss": 0.07195111138935317}
{"data_time": 0.0034272021148353815, "eta_seconds": 109982.43062675139, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43843843843843844, "fast_rcnn/fg_cls_accuracy": 0.5283347863993025, "iteration": 35999, "loss_box_reg": 0.01584236230701208, "loss_cls": 0.05095725553110242, "loss_rpn_cls": 0.0013727042280606838, "loss_rpn_loc": 0.003701539582834812, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5460408779326826, "total_loss": 0.07455786472053205}
{"data_time": 0.003681175410747528, "eta_seconds": 109971.64808836905, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33016304347826086, "fast_rcnn/fg_cls_accuracy": 0.6349104859335039, "iteration": 36019, "loss_box_reg": 0.01612778613343835, "loss_cls": 0.055350813549011946, "loss_rpn_cls": 0.0008099711969293821, "loss_rpn_loc": 0.0034388644144200953, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5372921894304454, "total_loss": 0.07730572055152152}
{"data_time": 0.003472293261438608, "eta_seconds": 109947.14188567735, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37339971550497864, "fast_rcnn/fg_cls_accuracy": 0.6266002844950214, "iteration": 36039, "loss_box_reg": 0.014978924271417782, "loss_cls": 0.051255798200145364, "loss_rpn_cls": 0.0014306691566616792, "loss_rpn_loc": 0.0036167636135360226, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5387562685646117, "total_loss": 0.07361799357659038}
{"data_time": 0.0031654147896915674, "eta_seconds": 109936.36069300957, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3662698412698413, "fast_rcnn/fg_cls_accuracy": 0.6337301587301587, "iteration": 36059, "loss_box_reg": 0.015293948643375188, "loss_cls": 0.048437386634759605, "loss_rpn_cls": 0.0015184678049990907, "loss_rpn_loc": 0.003038257022126345, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5403537950478494, "total_loss": 0.06921645103929563}
{"data_time": 0.0034490807447582483, "eta_seconds": 109925.57950034179, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4024390243902439, "fast_rcnn/fg_cls_accuracy": 0.5860433604336044, "iteration": 36079, "loss_box_reg": 0.015711631684098393, "loss_cls": 0.05142221669666469, "loss_rpn_cls": 0.0017630320479042894, "loss_rpn_loc": 0.0031262655174941756, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.533144939923659, "total_loss": 0.07396567378970076}
{"data_time": 0.003560734447091818, "eta_seconds": 109972.49252306437, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.26969696969696966, "fast_rcnn/fg_cls_accuracy": 0.7191919191919192, "iteration": 36099, "loss_box_reg": 0.015807314892299473, "loss_cls": 0.054767471738159657, "loss_rpn_cls": 0.0018986047616635915, "loss_rpn_loc": 0.004906014728476293, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5487219190690666, "total_loss": 0.07839397125474079}
{"data_time": 0.0036420305259525776, "eta_seconds": 109966.39136236045, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4307692307692308, "fast_rcnn/fg_cls_accuracy": 0.554945054945055, "iteration": 36119, "loss_box_reg": 0.015430668252520263, "loss_cls": 0.05108172236941755, "loss_rpn_cls": 0.001560907844122994, "loss_rpn_loc": 0.003355412442033412, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5441108057275414, "total_loss": 0.0735269737665476}
{"data_time": 0.0036822210531681776, "eta_seconds": 109967.69516508374, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45670731707317075, "fast_rcnn/fg_cls_accuracy": 0.5432926829268293, "iteration": 36139, "loss_box_reg": 0.015274698147550225, "loss_cls": 0.05193977477028966, "loss_rpn_cls": 0.0015517266610913794, "loss_rpn_loc": 0.0032474399340571836, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5447084291372448, "total_loss": 0.07368601342653847}
{"data_time": 0.0036715164314955473, "eta_seconds": 109981.77289601136, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28015988372093026, "fast_rcnn/fg_cls_accuracy": 0.709375, "iteration": 36159, "loss_box_reg": 0.01571898744441569, "loss_cls": 0.04958439222536981, "loss_rpn_cls": 0.0011571650552468782, "loss_rpn_loc": 0.0029529467683460098, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5388754804152995, "total_loss": 0.07309228093720321}
{"data_time": 0.0035534740891307592, "eta_seconds": 109977.6107236396, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3284313725490196, "fast_rcnn/fg_cls_accuracy": 0.6715686274509804, "iteration": 36179, "loss_box_reg": 0.015997562557458878, "loss_cls": 0.05382797255879268, "loss_rpn_cls": 0.0013953386397815848, "loss_rpn_loc": 0.004743710465845652, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346353473141789, "total_loss": 0.07575686579593821}
{"data_time": 0.003735559992492199, "eta_seconds": 109929.68540933519, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4392156862745098, "fast_rcnn/fg_cls_accuracy": 0.5507575757575758, "iteration": 36199, "loss_box_reg": 0.017035277793183923, "loss_cls": 0.05307254055514932, "loss_rpn_cls": 0.0016218119342283899, "loss_rpn_loc": 0.004800179063749965, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5345282217022032, "total_loss": 0.07660273735064038}
{"data_time": 0.0037728408351540565, "eta_seconds": 109935.18099632137, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4502688172043011, "fast_rcnn/fg_cls_accuracy": 0.5152073732718894, "iteration": 36219, "loss_box_reg": 0.016334665124304593, "loss_cls": 0.05206033634021878, "loss_rpn_cls": 0.0014559160863427678, "loss_rpn_loc": 0.003955358963139588, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5388721770141274, "total_loss": 0.07452934915909282}
{"data_time": 0.003447243245318532, "eta_seconds": 109945.23596027656, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3010885700148441, "fast_rcnn/fg_cls_accuracy": 0.6553911205073996, "iteration": 36239, "loss_box_reg": 0.016101272602099925, "loss_cls": 0.05319625441916287, "loss_rpn_cls": 0.001629738830615679, "loss_rpn_loc": 0.003574246322386898, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5457188012078404, "total_loss": 0.07783819723977103}
{"data_time": 0.0035306219942867756, "eta_seconds": 109902.96417965833, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.44871794871794873, "fast_rcnn/fg_cls_accuracy": 0.5512820512820513, "iteration": 36259, "loss_box_reg": 0.015229422715492547, "loss_cls": 0.05443260201718658, "loss_rpn_cls": 0.0015314725683310826, "loss_rpn_loc": 0.002984203809319297, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387577945366502, "total_loss": 0.07549525362026088}
{"data_time": 0.0038212179206311703, "eta_seconds": 109917.02727198321, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.46862745098039216, "fast_rcnn/fg_cls_accuracy": 0.5313725490196078, "iteration": 36279, "loss_box_reg": 0.015099329815711826, "loss_cls": 0.05057074420619756, "loss_rpn_cls": 0.0013926872259162337, "loss_rpn_loc": 0.003997286403318867, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5307413425762206, "total_loss": 0.07228156252813278}
{"data_time": 0.0034676308277994394, "eta_seconds": 109924.35139620164, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4673202614379085, "fast_rcnn/fg_cls_accuracy": 0.5326797385620915, "iteration": 36299, "loss_box_reg": 0.015974657610058784, "loss_cls": 0.05194544710684568, "loss_rpn_cls": 0.0013162085698468218, "loss_rpn_loc": 0.0038901246844034176, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5494468938559294, "total_loss": 0.07291547917702701}
{"data_time": 0.0037788446061313152, "eta_seconds": 109906.42177647073, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3729946524064171, "fast_rcnn/fg_cls_accuracy": 0.6042780748663101, "iteration": 36319, "loss_box_reg": 0.01581508998060599, "loss_cls": 0.05198445788118988, "loss_rpn_cls": 0.0012048734391214566, "loss_rpn_loc": 0.002948453631688608, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.538630340481177, "total_loss": 0.07514529478908116}
{"data_time": 0.0035856799222528934, "eta_seconds": 109909.93848993396, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4630325814536341, "fast_rcnn/fg_cls_accuracy": 0.536967418546366, "iteration": 36339, "loss_box_reg": 0.015307780762668699, "loss_cls": 0.05153151915874332, "loss_rpn_cls": 0.0014608529168071982, "loss_rpn_loc": 0.0038420605633291416, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5440633213147521, "total_loss": 0.07224166907121798}
{"data_time": 0.003371985862031579, "eta_seconds": 109891.97324840771, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4867595818815331, "fast_rcnn/fg_cls_accuracy": 0.5060975609756098, "iteration": 36359, "loss_box_reg": 0.015195241023320705, "loss_cls": 0.05466413521207869, "loss_rpn_cls": 0.0009694586569821695, "loss_rpn_loc": 0.0033026401142706163, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5384071825537831, "total_loss": 0.07458675161319661}
{"data_time": 0.0034901821054518223, "eta_seconds": 109881.1805324764, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.418648310387985, "fast_rcnn/fg_cls_accuracy": 0.581351689612015, "iteration": 36379, "loss_box_reg": 0.0162953136023134, "loss_cls": 0.04872593330219388, "loss_rpn_cls": 0.0013922835439643677, "loss_rpn_loc": 0.003934829666832229, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.543096941895783, "total_loss": 0.0719367504756292}
{"data_time": 0.0035088409204035997, "eta_seconds": 109912.85044389032, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.33510074231177095, "fast_rcnn/fg_cls_accuracy": 0.6648992576882291, "iteration": 36399, "loss_box_reg": 0.015397809620480984, "loss_cls": 0.052406929433345795, "loss_rpn_cls": 0.001188885475130519, "loss_rpn_loc": 0.004333893783041276, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5445911881979555, "total_loss": 0.07354549724396975}
{"data_time": 0.0033202320337295532, "eta_seconds": 109889.65729918866, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3367003367003367, "fast_rcnn/fg_cls_accuracy": 0.6632996632996633, "iteration": 36419, "loss_box_reg": 0.015379736898466945, "loss_cls": 0.053281943197362125, "loss_rpn_cls": 0.0015438496421324999, "loss_rpn_loc": 0.003879709231114248, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5240330949891359, "total_loss": 0.0748853873101325}
{"data_time": 0.003740819403901696, "eta_seconds": 109860.19577349746, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.38137755102040816, "fast_rcnn/fg_cls_accuracy": 0.6066176470588236, "iteration": 36439, "loss_box_reg": 0.01519290273427032, "loss_cls": 0.052824544603936374, "loss_rpn_cls": 0.0018394881219592207, "loss_rpn_loc": 0.002990249868162209, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5361993671394885, "total_loss": 0.07255417423994004}
{"data_time": 0.003879017662256956, "eta_seconds": 109899.727418944, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 36459, "loss_box_reg": 0.015336185751948506, "loss_cls": 0.05500349251087755, "loss_rpn_cls": 0.0013912957369370815, "loss_rpn_loc": 0.00463222672988195, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.545088850427419, "total_loss": 0.0766088620159735}
{"data_time": 0.0037720538675785065, "eta_seconds": 109871.74621773255, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43003851091142486, "fast_rcnn/fg_cls_accuracy": 0.5595575723199093, "iteration": 36479, "loss_box_reg": 0.016269776853732765, "loss_cls": 0.05331628932617605, "loss_rpn_cls": 0.0016015525214356785, "loss_rpn_loc": 0.0039438747116946615, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356653553899378, "total_loss": 0.07546858523892297}
{"data_time": 0.0035164805594831705, "eta_seconds": 109858.86600842886, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36172218730358263, "fast_rcnn/fg_cls_accuracy": 0.6382778126964174, "iteration": 36499, "loss_box_reg": 0.01515668589854613, "loss_cls": 0.053885618573985994, "loss_rpn_cls": 0.0015094506559307774, "loss_rpn_loc": 0.0037999708256393205, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5426582715008408, "total_loss": 0.07559175988126299}
{"data_time": 0.0035731224343180656, "eta_seconds": 109828.5770565318, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.603030303030303, "iteration": 36519, "loss_box_reg": 0.016911170911043882, "loss_cls": 0.05457123549422249, "loss_rpn_cls": 0.0015533214634047, "loss_rpn_loc": 0.003953176023060223, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5396246414165944, "total_loss": 0.07701057104748088}
{"data_time": 0.003575820242986083, "eta_seconds": 109846.2887754112, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.44138473642800946, "fast_rcnn/fg_cls_accuracy": 0.5586152635719905, "iteration": 36539, "loss_box_reg": 0.015589078277116641, "loss_cls": 0.05251376982778311, "loss_rpn_cls": 0.0012091132198293053, "loss_rpn_loc": 0.0037532799542532302, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431658236775547, "total_loss": 0.07355631599727985}
{"data_time": 0.0036323799286037683, "eta_seconds": 109826.47534715198, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.38379705400982, "fast_rcnn/fg_cls_accuracy": 0.6031468531468531, "iteration": 36559, "loss_box_reg": 0.015218677057418972, "loss_cls": 0.05212044226936996, "loss_rpn_cls": 0.0013872094928046863, "loss_rpn_loc": 0.0033096435181505512, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5448025735095143, "total_loss": 0.07257381381270989}
{"data_time": 0.00379155483096838, "eta_seconds": 109773.25337316329, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.49829268292682927, "fast_rcnn/fg_cls_accuracy": 0.5017073170731707, "iteration": 36579, "loss_box_reg": 0.014879938389640301, "loss_cls": 0.05497135384939611, "loss_rpn_cls": 0.0018384492279039932, "loss_rpn_loc": 0.0037689542659791186, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5347790920641273, "total_loss": 0.07761125061279017}
{"data_time": 0.0035945491399616003, "eta_seconds": 109813.89545518509, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 36599, "loss_box_reg": 0.01604900899110362, "loss_cls": 0.04997280123643577, "loss_rpn_cls": 0.001669476952201876, "loss_rpn_loc": 0.003220314105419675, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5407496083062142, "total_loss": 0.07401098762784386}
{"data_time": 0.00350019009783864, "eta_seconds": 109813.33717625565, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.47093023255813954, "fast_rcnn/fg_cls_accuracy": 0.5237506185056903, "iteration": 36619, "loss_box_reg": 0.01529380219290033, "loss_cls": 0.052337890258058906, "loss_rpn_cls": 0.0012232084295646928, "loss_rpn_loc": 0.0036224327959644143, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413870173506439, "total_loss": 0.07508250897126345}
{"data_time": 0.0036130030639469624, "eta_seconds": 109792.29990836768, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30425219941348974, "fast_rcnn/fg_cls_accuracy": 0.6463068181818181, "iteration": 36639, "loss_box_reg": 0.015276310499757528, "loss_cls": 0.04998410539701581, "loss_rpn_cls": 0.0013188474235903414, "loss_rpn_loc": 0.0038542677102668677, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354876739438623, "total_loss": 0.07325561304264738}
{"data_time": 0.0035152079071849585, "eta_seconds": 109772.49091169052, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.37527716186252774, "fast_rcnn/fg_cls_accuracy": 0.6247228381374723, "iteration": 36659, "loss_box_reg": 0.01710915262810886, "loss_cls": 0.05656152160372585, "loss_rpn_cls": 0.0015511005428834324, "loss_rpn_loc": 0.0029826267273165286, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5316766949836165, "total_loss": 0.07804647094076245}
{"data_time": 0.003830446396023035, "eta_seconds": 109719.28979350673, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.41794871794871796, "fast_rcnn/fg_cls_accuracy": 0.5421195652173914, "iteration": 36679, "loss_box_reg": 0.016022375028114766, "loss_cls": 0.0524402130395174, "loss_rpn_cls": 0.0017813249993423597, "loss_rpn_loc": 0.0033588980477361474, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.536649219924584, "total_loss": 0.07526876584006459}
{"data_time": 0.0038916233461350203, "eta_seconds": 109708.49707757542, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4648809523809524, "fast_rcnn/fg_cls_accuracy": 0.5351190476190476, "iteration": 36699, "loss_box_reg": 0.01514343119924888, "loss_cls": 0.050750807276926935, "loss_rpn_cls": 0.0014171087738645838, "loss_rpn_loc": 0.004425591047038324, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.538895855192095, "total_loss": 0.07159036506180882}
{"data_time": 0.0033497558906674385, "eta_seconds": 109693.41351432726, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4846225535880708, "fast_rcnn/fg_cls_accuracy": 0.5153774464119292, "iteration": 36719, "loss_box_reg": 0.0157664543366991, "loss_cls": 0.05436902679502964, "loss_rpn_cls": 0.001092701766879145, "loss_rpn_loc": 0.003695400748256361, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349134039133787, "total_loss": 0.07401118620168745}
{"data_time": 0.0038561264518648386, "eta_seconds": 109686.9116457128, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.30668473351400183, "fast_rcnn/fg_cls_accuracy": 0.6933152664859983, "iteration": 36739, "loss_box_reg": 0.014877479407005012, "loss_cls": 0.05297689442522824, "loss_rpn_cls": 0.0021286687934889414, "loss_rpn_loc": 0.0042450007604202256, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5369185253512114, "total_loss": 0.07459841602121742}
{"data_time": 0.0035649477504193783, "eta_seconds": 109671.82892678306, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.40909090909090906, "fast_rcnn/fg_cls_accuracy": 0.5634249471458774, "iteration": 36759, "loss_box_reg": 0.016497695294674486, "loss_cls": 0.05826278543099761, "loss_rpn_cls": 0.0011010183681037233, "loss_rpn_loc": 0.003016678645508364, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5425107919145375, "total_loss": 0.08004731682194688}
{"data_time": 0.0034215289633721113, "eta_seconds": 109661.03663301095, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3847771236333053, "fast_rcnn/fg_cls_accuracy": 0.6152228763666947, "iteration": 36779, "loss_box_reg": 0.015825672715436667, "loss_cls": 0.05301885958760977, "loss_rpn_cls": 0.001592568938463046, "loss_rpn_loc": 0.0033517907359055243, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414749449118972, "total_loss": 0.07374861965286073}
{"data_time": 0.003433025674894452, "eta_seconds": 109647.4134131344, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4415184678522572, "fast_rcnn/fg_cls_accuracy": 0.5584815321477428, "iteration": 36799, "loss_box_reg": 0.015147900412557647, "loss_cls": 0.05117710027843714, "loss_rpn_cls": 0.0013652756001647504, "loss_rpn_loc": 0.002881683198211249, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5414395255502313, "total_loss": 0.07500956370722633}
{"data_time": 0.0034678680822253227, "eta_seconds": 109624.56209988962, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.45225563909774436, "fast_rcnn/fg_cls_accuracy": 0.5318452380952381, "iteration": 36819, "loss_box_reg": 0.016355226194718853, "loss_cls": 0.055039979284629226, "loss_rpn_cls": 0.001662388260001535, "loss_rpn_loc": 0.0036638027777371462, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5422944179736078, "total_loss": 0.07697358981681646}
{"data_time": 0.003611685475334525, "eta_seconds": 109578.80115565704, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4213124274099884, "fast_rcnn/fg_cls_accuracy": 0.5786875725900116, "iteration": 36839, "loss_box_reg": 0.015117633942281827, "loss_cls": 0.05064536741701886, "loss_rpn_cls": 0.0017284015902987448, "loss_rpn_loc": 0.004087159257323947, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5317468966823071, "total_loss": 0.07108465064811753}
{"data_time": 0.003861048724502325, "eta_seconds": 109546.01979385596, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.38762626262626265, "fast_rcnn/fg_cls_accuracy": 0.602852852852853, "iteration": 36859, "loss_box_reg": 0.015813098463695496, "loss_cls": 0.05306597478920594, "loss_rpn_cls": 0.0012899088387712254, "loss_rpn_loc": 0.0034593151867738925, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.533873958978802, "total_loss": 0.0761362487628503}
{"data_time": 0.0037293480709195137, "eta_seconds": 109526.73388335714, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.41437728937728935, "fast_rcnn/fg_cls_accuracy": 0.5856227106227105, "iteration": 36879, "loss_box_reg": 0.01574548811186105, "loss_cls": 0.05407935893163085, "loss_rpn_cls": 0.0011246265515580944, "loss_rpn_loc": 0.0027185433282284066, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5366045329719782, "total_loss": 0.07442787909121762}
{"data_time": 0.003703621681779623, "eta_seconds": 109532.40146856825, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41758241758241754, "fast_rcnn/fg_cls_accuracy": 0.5824175824175823, "iteration": 36899, "loss_box_reg": 0.015389320557005703, "loss_cls": 0.05268280836753547, "loss_rpn_cls": 0.001695238400998278, "loss_rpn_loc": 0.003433825095271459, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5474801589734852, "total_loss": 0.07346955064781469}
{"data_time": 0.0038521632086485624, "eta_seconds": 109513.6641335627, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.44334487877288475, "fast_rcnn/fg_cls_accuracy": 0.5566551212271154, "iteration": 36919, "loss_box_reg": 0.014895981701556593, "loss_cls": 0.05099950759904459, "loss_rpn_cls": 0.0014442252997923788, "loss_rpn_loc": 0.003461730419076048, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539903623284772, "total_loss": 0.07306772223643065}
{"data_time": 0.0040613573510199785, "eta_seconds": 109498.84257848072, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4331236897274633, "fast_rcnn/fg_cls_accuracy": 0.5668763102725367, "iteration": 36939, "loss_box_reg": 0.015094047004822642, "loss_cls": 0.05286376416916028, "loss_rpn_cls": 0.0015031767395612405, "loss_rpn_loc": 0.0032702625685487874, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5352296531200409, "total_loss": 0.07319768312163433}
{"data_time": 0.0037522518541663885, "eta_seconds": 109492.0936933672, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5527777777777778, "fast_rcnn/fg_cls_accuracy": 0.4472222222222222, "iteration": 36959, "loss_box_reg": 0.014869269914925098, "loss_cls": 0.05203997780336067, "loss_rpn_cls": 0.0010608076877360872, "loss_rpn_loc": 0.004087540197360795, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5406693774275482, "total_loss": 0.07232780685308171}
{"data_time": 0.0035247476771473885, "eta_seconds": 109513.88959761313, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41220238095238093, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 36979, "loss_box_reg": 0.014492250862531364, "loss_cls": 0.04876184824388474, "loss_rpn_cls": 0.001203219834110314, "loss_rpn_loc": 0.003836493309790967, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423091275151819, "total_loss": 0.07066253191055694}
{"data_time": 0.0035186167806386948, "eta_seconds": 109503.10116788442, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.47739130434782606, "fast_rcnn/fg_cls_accuracy": 0.5226086956521738, "iteration": 36999, "loss_box_reg": 0.016541960823815316, "loss_cls": 0.05290968483313918, "loss_rpn_cls": 0.0013753559833276086, "loss_rpn_loc": 0.003253733717428986, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5466481545008719, "total_loss": 0.07254488491955158}
{"data_time": 0.003643488511443138, "eta_seconds": 109526.07509198505, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 37019, "loss_box_reg": 0.015860041545238346, "loss_cls": 0.053588857874274254, "loss_rpn_cls": 0.0015473311495952657, "loss_rpn_loc": 0.003576089733542176, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5453877483960241, "total_loss": 0.07356388953053283}
{"data_time": 0.003911819076165557, "eta_seconds": 109505.86299090809, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4037037037037037, "fast_rcnn/fg_cls_accuracy": 0.5764367816091953, "iteration": 37039, "loss_box_reg": 0.014206323132384568, "loss_cls": 0.05007241095881909, "loss_rpn_cls": 0.001106634423763353, "loss_rpn_loc": 0.0026149324912694283, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5325476573780179, "total_loss": 0.07003725863205545}
{"data_time": 0.0038341095205396414, "eta_seconds": 109504.49157922436, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 37059, "loss_box_reg": 0.015297569509129971, "loss_cls": 0.05343529931269586, "loss_rpn_cls": 0.0017176606090743007, "loss_rpn_loc": 0.005096116252389038, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5436237237881869, "total_loss": 0.07609666297935291}
{"data_time": 0.003536926582455635, "eta_seconds": 109497.98307129508, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3371212121212121, "fast_rcnn/fg_cls_accuracy": 0.5911111111111111, "iteration": 37079, "loss_box_reg": 0.015600317623466253, "loss_cls": 0.050078234635293484, "loss_rpn_cls": 0.0015746904701927633, "loss_rpn_loc": 0.004571605641103815, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5310792629607022, "total_loss": 0.07383419504998301}
{"data_time": 0.003380419686436653, "eta_seconds": 109449.15901924088, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39950980392156865, "fast_rcnn/fg_cls_accuracy": 0.6004901960784315, "iteration": 37099, "loss_box_reg": 0.014528841362334788, "loss_cls": 0.05212008242961019, "loss_rpn_cls": 0.0024542969131289283, "loss_rpn_loc": 0.003477362773992354, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354787888936698, "total_loss": 0.07402957037709257}
{"data_time": 0.003783868160098791, "eta_seconds": 109405.8119325852, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4340425531914894, "fast_rcnn/fg_cls_accuracy": 0.5659574468085107, "iteration": 37119, "loss_box_reg": 0.015594708092976362, "loss_cls": 0.050528555642813444, "loss_rpn_cls": 0.0013146763147915408, "loss_rpn_loc": 0.0037993074365658686, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5399509049020708, "total_loss": 0.07267052026588772}
{"data_time": 0.0036390984896570444, "eta_seconds": 109390.99435299332, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4735221674876847, "fast_rcnn/fg_cls_accuracy": 0.5264778325123153, "iteration": 37139, "loss_box_reg": 0.014649793098215014, "loss_cls": 0.05004142870893702, "loss_rpn_cls": 0.0011929763893476775, "loss_rpn_loc": 0.0033026439632521942, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5468425194267184, "total_loss": 0.07256024466698818}
{"data_time": 0.00360784400254488, "eta_seconds": 109384.2414923897, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48333333333333334, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 37159, "loss_box_reg": 0.014659991662483662, "loss_cls": 0.05255848652450368, "loss_rpn_cls": 0.0013367016713345947, "loss_rpn_loc": 0.004309247427954688, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395146959926933, "total_loss": 0.07658761406219128}
{"data_time": 0.003719100495800376, "eta_seconds": 109369.42470789584, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33555555555555555, "fast_rcnn/fg_cls_accuracy": 0.6644444444444444, "iteration": 37179, "loss_box_reg": 0.01563036721199751, "loss_cls": 0.054054865264333785, "loss_rpn_cls": 0.0016839178670124966, "loss_rpn_loc": 0.0049948776031669695, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5351990079507232, "total_loss": 0.07411112747377047}
{"data_time": 0.0034110124688595533, "eta_seconds": 109435.8499067321, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3248626373626373, "fast_rcnn/fg_cls_accuracy": 0.6435897435897435, "iteration": 37199, "loss_box_reg": 0.014426615322008729, "loss_cls": 0.05144867696799338, "loss_rpn_cls": 0.0013476174456172885, "loss_rpn_loc": 0.004205704186460935, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5437617017887533, "total_loss": 0.07039258663394321}
{"data_time": 0.0035485285334289074, "eta_seconds": 109379.41350343754, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4222222222222222, "fast_rcnn/fg_cls_accuracy": 0.5527777777777778, "iteration": 37219, "loss_box_reg": 0.015265854075551033, "loss_cls": 0.0517166685895063, "loss_rpn_cls": 0.0018626328951540927, "loss_rpn_loc": 0.003096453809121158, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5343665031250566, "total_loss": 0.07221010821126583}
{"data_time": 0.0037156115286052227, "eta_seconds": 109320.30543656275, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.35892857142857143, "fast_rcnn/fg_cls_accuracy": 0.6394230769230769, "iteration": 37239, "loss_box_reg": 0.016537664108909667, "loss_cls": 0.05285747768357396, "loss_rpn_cls": 0.0015981379424374609, "loss_rpn_loc": 0.003031084794201888, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5323700862936676, "total_loss": 0.07531391376755892}
{"data_time": 0.0037849964573979378, "eta_seconds": 109309.52226766571, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4993131868131868, "fast_rcnn/fg_cls_accuracy": 0.5006868131868132, "iteration": 37259, "loss_box_reg": 0.015192892751656473, "loss_cls": 0.04936471034307033, "loss_rpn_cls": 0.0016427938137439924, "loss_rpn_loc": 0.005070604569482384, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367129796650261, "total_loss": 0.07403856888186056}
{"data_time": 0.003410706529393792, "eta_seconds": 109319.5301718032, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4110207768744354, "fast_rcnn/fg_cls_accuracy": 0.5889792231255646, "iteration": 37279, "loss_box_reg": 0.014734926633536816, "loss_cls": 0.05192651937250048, "loss_rpn_cls": 0.001466335809254815, "loss_rpn_loc": 0.004062261796207167, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.543607126455754, "total_loss": 0.07419278773454607}
{"data_time": 0.00383549346588552, "eta_seconds": 109240.72548212414, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3127777777777778, "fast_rcnn/fg_cls_accuracy": 0.6633333333333333, "iteration": 37299, "loss_box_reg": 0.016034653992392123, "loss_cls": 0.05365073960274458, "loss_rpn_cls": 0.0013094078772155626, "loss_rpn_loc": 0.0043068235099781305, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535504313185811, "total_loss": 0.07552250665366955}
{"data_time": 0.003652442479506135, "eta_seconds": 109277.17276097462, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2960358056265985, "fast_rcnn/fg_cls_accuracy": 0.6274509803921569, "iteration": 37319, "loss_box_reg": 0.015506559400819242, "loss_cls": 0.051256670558359474, "loss_rpn_cls": 0.0015271120075794897, "loss_rpn_loc": 0.003305176163848955, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5456756658386439, "total_loss": 0.07269449732916655}
{"data_time": 0.0036898425314575434, "eta_seconds": 109219.16846455005, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29705882352941176, "fast_rcnn/fg_cls_accuracy": 0.7029411764705882, "iteration": 37339, "loss_box_reg": 0.015917535754851997, "loss_cls": 0.05564146157121286, "loss_rpn_cls": 0.0015405171909605997, "loss_rpn_loc": 0.003669463130790973, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5357281600590795, "total_loss": 0.07820105338169014}
{"data_time": 0.0036007852759212255, "eta_seconds": 109221.44457055, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40704584040747027, "fast_rcnn/fg_cls_accuracy": 0.5929541595925297, "iteration": 37359, "loss_box_reg": 0.016779704252257943, "loss_cls": 0.055458381306380033, "loss_rpn_cls": 0.0015059675124575733, "loss_rpn_loc": 0.003934617358027026, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374127349350601, "total_loss": 0.07903816601708513}
{"data_time": 0.0037341683637350798, "eta_seconds": 109183.60647874256, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.20574162679425836, "fast_rcnn/fg_cls_accuracy": 0.6862745098039216, "iteration": 37379, "loss_box_reg": 0.013595176045782864, "loss_cls": 0.051405416685156524, "loss_rpn_cls": 0.0016694455932793062, "loss_rpn_loc": 0.004152034536673455, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5432435316033661, "total_loss": 0.07114239663656008}
{"data_time": 0.003570567350834608, "eta_seconds": 109169.19906384172, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3508771929824561, "fast_rcnn/fg_cls_accuracy": 0.6491228070175439, "iteration": 37399, "loss_box_reg": 0.014404567831661552, "loss_cls": 0.05089096922893077, "loss_rpn_cls": 0.0013921710426529899, "loss_rpn_loc": 0.003460403750068508, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403856341727078, "total_loss": 0.07064861171883763}
{"data_time": 0.0037884388584643602, "eta_seconds": 109162.05222592992, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 37419, "loss_box_reg": 0.014704526052810252, "loss_cls": 0.05039857607334852, "loss_rpn_cls": 0.001774640945768624, "loss_rpn_loc": 0.0029653905257873703, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5359930754639208, "total_loss": 0.06942477494578725}
{"data_time": 0.0036468575708568096, "eta_seconds": 109191.9726732925, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36363636363636365, "fast_rcnn/fg_cls_accuracy": 0.6363636363636364, "iteration": 37439, "loss_box_reg": 0.015345894265919924, "loss_cls": 0.04825526231434196, "loss_rpn_cls": 0.0017002065226279228, "loss_rpn_loc": 0.004329741881520022, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5443261738400906, "total_loss": 0.07267253125735351}
{"data_time": 0.003913074498996139, "eta_seconds": 109128.785968296, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38561776061776065, "fast_rcnn/fg_cls_accuracy": 0.6143822393822393, "iteration": 37459, "loss_box_reg": 0.016712379350792617, "loss_cls": 0.050817442242987454, "loss_rpn_cls": 0.0012250315236315146, "loss_rpn_loc": 0.00398002345173154, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5354861258529127, "total_loss": 0.07430258642693843}
{"data_time": 0.003590299980714917, "eta_seconds": 109129.72084671096, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.439239332096475, "fast_rcnn/fg_cls_accuracy": 0.5607606679035251, "iteration": 37479, "loss_box_reg": 0.01572181924711913, "loss_cls": 0.05385587445925921, "loss_rpn_cls": 0.0014748397152288817, "loss_rpn_loc": 0.003760299372515874, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540681776823476, "total_loss": 0.07771116118374266}
{"data_time": 0.003447728930041194, "eta_seconds": 109118.94372030464, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4151469098277609, "fast_rcnn/fg_cls_accuracy": 0.5848530901722391, "iteration": 37499, "loss_box_reg": 0.015390504559036344, "loss_cls": 0.052246628096327186, "loss_rpn_cls": 0.002001932666189532, "loss_rpn_loc": 0.004398086928631528, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5396191778127104, "total_loss": 0.07301319814882845}
{"data_time": 0.0034965933300554752, "eta_seconds": 109131.10689943563, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.38453500522466044, "fast_rcnn/fg_cls_accuracy": 0.6154649947753397, "iteration": 37519, "loss_box_reg": 0.01572705846047029, "loss_cls": 0.05140801233937964, "loss_rpn_cls": 0.002244775180997749, "loss_rpn_loc": 0.004454450881894445, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5430312894750386, "total_loss": 0.0732799378549771}
{"data_time": 0.0035309172235429287, "eta_seconds": 109102.38588476228, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4049707602339181, "fast_rcnn/fg_cls_accuracy": 0.5950292397660819, "iteration": 37539, "loss_box_reg": 0.013771115220151842, "loss_cls": 0.05269141646567732, "loss_rpn_cls": 0.0018927139741435894, "loss_rpn_loc": 0.00356310607821797, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438678744249046, "total_loss": 0.07502499426078657}
{"data_time": 0.0037014619447290897, "eta_seconds": 109091.60826478759, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.46213476446034585, "fast_rcnn/fg_cls_accuracy": 0.48222904782799475, "iteration": 37559, "loss_box_reg": 0.014872913365252316, "loss_cls": 0.05451813305262476, "loss_rpn_cls": 0.0012960172116436297, "loss_rpn_loc": 0.0028953065630048513, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5400193778332323, "total_loss": 0.07330058471967504}
{"data_time": 0.0037998720072209835, "eta_seconds": 109098.76872245129, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3621212121212121, "fast_rcnn/fg_cls_accuracy": 0.572192513368984, "iteration": 37579, "loss_box_reg": 0.015484309755265713, "loss_cls": 0.05255815573036671, "loss_rpn_cls": 0.0015418266202686937, "loss_rpn_loc": 0.0033127052047348116, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5337026237975806, "total_loss": 0.07270448500253224}
{"data_time": 0.003843294456601143, "eta_seconds": 109032.05238363915, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49446290143964566, "fast_rcnn/fg_cls_accuracy": 0.5055370985603543, "iteration": 37599, "loss_box_reg": 0.01502979703946039, "loss_cls": 0.05496775056235492, "loss_rpn_cls": 0.002030928630233575, "loss_rpn_loc": 0.003663342045911122, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5354532427154481, "total_loss": 0.07674822281478555}
{"data_time": 0.003420689143240452, "eta_seconds": 108964.20631223638, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.33805668016194335, "fast_rcnn/fg_cls_accuracy": 0.6619433198380567, "iteration": 37619, "loss_box_reg": 0.015436769812367857, "loss_cls": 0.051507716765627265, "loss_rpn_cls": 0.001697129227068217, "loss_rpn_loc": 0.003065716105993488, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5326108811423182, "total_loss": 0.0729355974012833}
{"data_time": 0.0035992651246488094, "eta_seconds": 108966.92330089072, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29273504273504275, "fast_rcnn/fg_cls_accuracy": 0.6876172607879925, "iteration": 37639, "loss_box_reg": 0.015307820576708764, "loss_cls": 0.048902843380346894, "loss_rpn_cls": 0.0012305958300657949, "loss_rpn_loc": 0.004987545766198309, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5386899365112185, "total_loss": 0.0708167243369644}
{"data_time": 0.0037308260798454285, "eta_seconds": 109014.19076609937, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5526315789473685, "iteration": 37659, "loss_box_reg": 0.01596005237661302, "loss_cls": 0.05006867507472634, "loss_rpn_cls": 0.001466250227792898, "loss_rpn_loc": 0.003670155107101891, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5439702915027738, "total_loss": 0.07217311841128549}
{"data_time": 0.003609823528677225, "eta_seconds": 109010.25029940414, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45276292335115864, "fast_rcnn/fg_cls_accuracy": 0.5472370766488414, "iteration": 37679, "loss_box_reg": 0.014733970689121634, "loss_cls": 0.055314353783614933, "loss_rpn_cls": 0.0012177447538306296, "loss_rpn_loc": 0.003255458163039293, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362526068929583, "total_loss": 0.07548405474096853}
{"data_time": 0.0037895136047154665, "eta_seconds": 108992.64017758472, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3610641891891892, "fast_rcnn/fg_cls_accuracy": 0.6169332597904027, "iteration": 37699, "loss_box_reg": 0.015767759876325727, "loss_cls": 0.05110055906698108, "loss_rpn_cls": 0.001334717287818421, "loss_rpn_loc": 0.00435885118713486, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5355494546238333, "total_loss": 0.07428430950881193}
{"data_time": 0.0037578335031867027, "eta_seconds": 109023.3129761545, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.49062265566391594, "fast_rcnn/fg_cls_accuracy": 0.48612153038259565, "iteration": 37719, "loss_box_reg": 0.015339854056946933, "loss_cls": 0.05165635421872139, "loss_rpn_cls": 0.0020252978700341373, "loss_rpn_loc": 0.004612322351022158, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5436837619636208, "total_loss": 0.07330266366625438}
{"data_time": 0.003516400931403041, "eta_seconds": 108986.68866952998, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.36456456456456454, "fast_rcnn/fg_cls_accuracy": 0.6354354354354355, "iteration": 37739, "loss_box_reg": 0.01566010306123644, "loss_cls": 0.05370240635238588, "loss_rpn_cls": 0.001607058262834471, "loss_rpn_loc": 0.004409004010085482, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5338867218233645, "total_loss": 0.07624557672676247}
{"data_time": 0.003671002574265003, "eta_seconds": 108975.91183280223, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2602108036890646, "fast_rcnn/fg_cls_accuracy": 0.7397891963109355, "iteration": 37759, "loss_box_reg": 0.014541708456818014, "loss_cls": 0.048574195185210556, "loss_rpn_cls": 0.001853909885653593, "loss_rpn_loc": 0.0035987663177365903, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5368424504995346, "total_loss": 0.06937359411233501}
{"data_time": 0.0035634273663163185, "eta_seconds": 108947.58909502253, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23485444531864674, "fast_rcnn/fg_cls_accuracy": 0.7651455546813533, "iteration": 37779, "loss_box_reg": 0.015251936740241945, "loss_cls": 0.052234754082746804, "loss_rpn_cls": 0.0015884988440575398, "loss_rpn_loc": 0.003867797218845226, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5374257143121213, "total_loss": 0.07561219213266668}
{"data_time": 0.003652446437627077, "eta_seconds": 108938.76370629808, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3431372549019608, "fast_rcnn/fg_cls_accuracy": 0.6568627450980392, "iteration": 37799, "loss_box_reg": 0.014733246702235192, "loss_cls": 0.05390274978708476, "loss_rpn_cls": 0.0013754351585362201, "loss_rpn_loc": 0.003273948823334649, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5435333230998367, "total_loss": 0.0732744548156461}
{"data_time": 0.003676979336887598, "eta_seconds": 108926.0388922058, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46568627450980393, "fast_rcnn/fg_cls_accuracy": 0.5343137254901961, "iteration": 37819, "loss_box_reg": 0.015643257938791066, "loss_cls": 0.05383738107047975, "loss_rpn_cls": 0.001095428114808783, "loss_rpn_loc": 0.0031514562397205736, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334976569283754, "total_loss": 0.07427884894264025}
{"data_time": 0.003416383406147361, "eta_seconds": 108954.34192732768, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4861111111111111, "fast_rcnn/fg_cls_accuracy": 0.5138888888888888, "iteration": 37839, "loss_box_reg": 0.016235996270552278, "loss_cls": 0.05370815668720752, "loss_rpn_cls": 0.00168485906897331, "loss_rpn_loc": 0.0034654804585443344, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394640387967229, "total_loss": 0.07429858405646428}
{"data_time": 0.0035670779179781675, "eta_seconds": 109000.22443137644, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3692240627724499, "fast_rcnn/fg_cls_accuracy": 0.6307759372275501, "iteration": 37859, "loss_box_reg": 0.015251437143888324, "loss_cls": 0.053222134709358215, "loss_rpn_cls": 0.0012335845451048044, "loss_rpn_loc": 0.004647703259252012, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.54582330561243, "total_loss": 0.07824569507556589}
{"data_time": 0.003957764711230993, "eta_seconds": 108998.82027306384, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5067567567567568, "fast_rcnn/fg_cls_accuracy": 0.472972972972973, "iteration": 37879, "loss_box_reg": 0.015741642797365785, "loss_cls": 0.0514754184987396, "loss_rpn_cls": 0.0012267677433328572, "loss_rpn_loc": 0.003906692985765403, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5489915621001273, "total_loss": 0.07212168343960457}
{"data_time": 0.0036174810957163572, "eta_seconds": 108982.82993684057, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5511921458625526, "fast_rcnn/fg_cls_accuracy": 0.41555977229601515, "iteration": 37899, "loss_box_reg": 0.015979887160938233, "loss_cls": 0.053393064765259624, "loss_rpn_cls": 0.0017478014751759474, "loss_rpn_loc": 0.004406969565025065, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5481649299617857, "total_loss": 0.0754899839398604}
{"data_time": 0.0037511989939957857, "eta_seconds": 108972.04495013226, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5264102564102564, "fast_rcnn/fg_cls_accuracy": 0.4735897435897436, "iteration": 37919, "loss_box_reg": 0.014496133488137275, "loss_cls": 0.05524835269898176, "loss_rpn_cls": 0.001524256204561425, "loss_rpn_loc": 0.0033043726070900448, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390371598768979, "total_loss": 0.07359180646619734}
{"data_time": 0.0033852141350507736, "eta_seconds": 108980.50426787068, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41307066916823015, "fast_rcnn/fg_cls_accuracy": 0.5869293308317698, "iteration": 37939, "loss_box_reg": 0.015335850650444627, "loss_cls": 0.05124141665874049, "loss_rpn_cls": 0.0013231320060640428, "loss_rpn_loc": 0.0034242704532516655, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431991266086698, "total_loss": 0.07274445807729535}
{"data_time": 0.0036215113941580057, "eta_seconds": 108955.67826594017, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 37959, "loss_box_reg": 0.015161123941652477, "loss_cls": 0.0538829619763419, "loss_rpn_cls": 0.0014836368409305578, "loss_rpn_loc": 0.0038790493890701327, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5381520425435156, "total_loss": 0.07429378614187954}
{"data_time": 0.003557470627129078, "eta_seconds": 108839.8380809389, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38541666666666663, "fast_rcnn/fg_cls_accuracy": 0.6145833333333333, "iteration": 37979, "loss_box_reg": 0.016669357719365507, "loss_cls": 0.055259616929106414, "loss_rpn_cls": 0.0014963268394581064, "loss_rpn_loc": 0.004300118114770157, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.532699768897146, "total_loss": 0.07786420144702788}
{"data_time": 0.0038050655275583267, "eta_seconds": 108691.9576251551, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5068421052631579, "fast_rcnn/fg_cls_accuracy": 0.49315789473684213, "iteration": 37999, "loss_box_reg": 0.014232204121071845, "loss_cls": 0.04975271935109049, "loss_rpn_cls": 0.001494040987097378, "loss_rpn_loc": 0.003586218837881461, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.526118187000975, "total_loss": 0.06923552613045558}
{"data_time": 0.0036421502009034157, "eta_seconds": 108640.53797763214, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2703081232492997, "fast_rcnn/fg_cls_accuracy": 0.7296918767507004, "iteration": 38019, "loss_box_reg": 0.015980954631231725, "loss_cls": 0.049398428527638316, "loss_rpn_cls": 0.001395889115926252, "loss_rpn_loc": 0.0036328906935523264, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5353451571427286, "total_loss": 0.07183173720868297}
{"data_time": 0.003459702245891094, "eta_seconds": 108629.78047687933, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.32576530612244897, "fast_rcnn/fg_cls_accuracy": 0.674234693877551, "iteration": 38039, "loss_box_reg": 0.015474790532607585, "loss_cls": 0.052575808484107256, "loss_rpn_cls": 0.0015750449248344012, "loss_rpn_loc": 0.002832583944837097, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367343153338879, "total_loss": 0.07408179546791871}
{"data_time": 0.003920282004401088, "eta_seconds": 108609.16597043932, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.36718246292714374, "fast_rcnn/fg_cls_accuracy": 0.6079083518107908, "iteration": 38059, "loss_box_reg": 0.013880582002457231, "loss_cls": 0.0503230863250792, "loss_rpn_cls": 0.0016248408802539416, "loss_rpn_loc": 0.004621065549144987, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5396365898195654, "total_loss": 0.06873499759649349}
{"data_time": 0.003493549535050988, "eta_seconds": 108587.7053417943, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.40909090909090906, "fast_rcnn/fg_cls_accuracy": 0.5909090909090909, "iteration": 38079, "loss_box_reg": 0.016084093309473246, "loss_cls": 0.05452041688840836, "loss_rpn_cls": 0.0016523883025456598, "loss_rpn_loc": 0.004041694362967974, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5314171535428613, "total_loss": 0.0755667809098668}
{"data_time": 0.003858603537082672, "eta_seconds": 108576.94987749471, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5415697674418605, "fast_rcnn/fg_cls_accuracy": 0.4584302325581395, "iteration": 38099, "loss_box_reg": 0.014819818432442844, "loss_cls": 0.05313141527585685, "loss_rpn_cls": 0.00111670782314377, "loss_rpn_loc": 0.0027949966097366996, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5366025897674263, "total_loss": 0.07219551321600193}
{"data_time": 0.003794984193518758, "eta_seconds": 108516.09440608555, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2928849902534113, "fast_rcnn/fg_cls_accuracy": 0.6700779727095516, "iteration": 38119, "loss_box_reg": 0.01644663722254336, "loss_cls": 0.05291024659527466, "loss_rpn_cls": 0.001379406375463077, "loss_rpn_loc": 0.0048668719828128815, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 248.75, "rpn/num_pos_anchors": 7.25, "time": 0.5351482080295682, "total_loss": 0.07562852863748049}
{"data_time": 0.003442297922447324, "eta_seconds": 108526.79759234958, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5103583426651737, "fast_rcnn/fg_cls_accuracy": 0.4470884658454647, "iteration": 38139, "loss_box_reg": 0.0163388546789065, "loss_cls": 0.052100481814704835, "loss_rpn_cls": 0.0013569381658271595, "loss_rpn_loc": 0.004115721927519189, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5449166069738567, "total_loss": 0.07370334491429276}
{"data_time": 0.003484987188130617, "eta_seconds": 108491.47779186466, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.6795454545454545, "iteration": 38159, "loss_box_reg": 0.015140769915888086, "loss_cls": 0.053463447256945074, "loss_rpn_cls": 0.0009802138321788334, "loss_rpn_loc": 0.00401531437819358, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364797497168183, "total_loss": 0.074845871648904}
{"data_time": 0.00402080500498414, "eta_seconds": 108544.62682328024, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.48863636363636365, "fast_rcnn/fg_cls_accuracy": 0.4861111111111111, "iteration": 38179, "loss_box_reg": 0.014594893553294241, "loss_cls": 0.05394773173611611, "loss_rpn_cls": 0.0016400053857523744, "loss_rpn_loc": 0.003846610248729121, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5440199743025005, "total_loss": 0.07582463738472711}
{"data_time": 0.003584201680496335, "eta_seconds": 108473.09240216995, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.26842105263157895, "fast_rcnn/fg_cls_accuracy": 0.7315789473684211, "iteration": 38199, "loss_box_reg": 0.01520099287154153, "loss_cls": 0.047656329115852714, "loss_rpn_cls": 0.0016470076366204012, "loss_rpn_loc": 0.003723632027686108, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334510281682014, "total_loss": 0.06981234515319557}
{"data_time": 0.003740796586498618, "eta_seconds": 108523.11377422721, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3121621621621622, "fast_rcnn/fg_cls_accuracy": 0.6332923832923834, "iteration": 38219, "loss_box_reg": 0.01632163632893935, "loss_cls": 0.05157143413089216, "loss_rpn_cls": 0.0013127741128755588, "loss_rpn_loc": 0.004538841421890538, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5465991743840277, "total_loss": 0.07748713024287213}
{"data_time": 0.0036111194640398026, "eta_seconds": 108547.05068188393, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5199864498644986, "fast_rcnn/fg_cls_accuracy": 0.46612466124661245, "iteration": 38239, "loss_box_reg": 0.01481425849488005, "loss_cls": 0.05323964939452708, "loss_rpn_cls": 0.0015972663383081454, "loss_rpn_loc": 0.0035357678825675976, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436943944077939, "total_loss": 0.07418554619528095}
{"data_time": 0.003701423527672887, "eta_seconds": 108536.29071829515, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4023809523809524, "fast_rcnn/fg_cls_accuracy": 0.5976190476190476, "iteration": 38259, "loss_box_reg": 0.01484901097137481, "loss_cls": 0.04900635569356382, "loss_rpn_cls": 0.0011985464029748982, "loss_rpn_loc": 0.0029140323713363614, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538553724065423, "total_loss": 0.0708283965902865}
{"data_time": 0.003567273262888193, "eta_seconds": 108514.39867659612, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4133839582344566, "fast_rcnn/fg_cls_accuracy": 0.5866160417655435, "iteration": 38279, "loss_box_reg": 0.014674883626867086, "loss_cls": 0.0523230642429553, "loss_rpn_cls": 0.0015128048986809972, "loss_rpn_loc": 0.0037637412497133482, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5361660541966558, "total_loss": 0.07174000932252511}
{"data_time": 0.0037343769799917936, "eta_seconds": 108598.7868242201, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33096590909090906, "fast_rcnn/fg_cls_accuracy": 0.6690340909090908, "iteration": 38299, "loss_box_reg": 0.015552816970739514, "loss_cls": 0.05213135440135375, "loss_rpn_cls": 0.0017024001863319427, "loss_rpn_loc": 0.004048795984999742, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5404147871304303, "total_loss": 0.07470815394799502}
{"data_time": 0.0034144388046115637, "eta_seconds": 108588.01852988102, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4412162162162162, "fast_rcnn/fg_cls_accuracy": 0.5477272727272727, "iteration": 38319, "loss_box_reg": 0.01538002968300134, "loss_cls": 0.05053346056956798, "loss_rpn_cls": 0.0014538250424038779, "loss_rpn_loc": 0.004351516552560497, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5436542758252472, "total_loss": 0.07276175413744568}
{"data_time": 0.0034184185788035393, "eta_seconds": 108617.79407747602, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4564393939393939, "fast_rcnn/fg_cls_accuracy": 0.543560606060606, "iteration": 38339, "loss_box_reg": 0.01572086027590558, "loss_cls": 0.05294940352905542, "loss_rpn_cls": 0.0015512205997083583, "loss_rpn_loc": 0.002844376882421784, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5423918324522674, "total_loss": 0.07355194180053104}
{"data_time": 0.0038920463994145393, "eta_seconds": 108607.02176214708, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4015151515151515, "fast_rcnn/fg_cls_accuracy": 0.5873059866962307, "iteration": 38359, "loss_box_reg": 0.015243181493133307, "loss_cls": 0.055288627627305686, "loss_rpn_cls": 0.0012793919063369685, "loss_rpn_loc": 0.0036146727470622864, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5382433466147631, "total_loss": 0.07746214942176266}
{"data_time": 0.003579128999263048, "eta_seconds": 108580.64775890484, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.47935435435435436, "fast_rcnn/fg_cls_accuracy": 0.5206456456456456, "iteration": 38379, "loss_box_reg": 0.015264579851645976, "loss_cls": 0.04923439945559949, "loss_rpn_cls": 0.0012415580058586784, "loss_rpn_loc": 0.0036660279365605675, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5365425511263311, "total_loss": 0.07220824713078855}
{"data_time": 0.0035913176834583282, "eta_seconds": 108585.4771314892, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.39148936170212767, "fast_rcnn/fg_cls_accuracy": 0.6085106382978723, "iteration": 38399, "loss_box_reg": 0.015664826787542552, "loss_cls": 0.05153783783316612, "loss_rpn_cls": 0.0015959129065095112, "loss_rpn_loc": 0.00374216417549178, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5462501021102071, "total_loss": 0.07195452926180224}
{"data_time": 0.0033951085060834885, "eta_seconds": 108581.90790691739, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3194444444444444, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 38419, "loss_box_reg": 0.013537934486521408, "loss_cls": 0.05367770581506193, "loss_rpn_cls": 0.00137421187343989, "loss_rpn_loc": 0.003597802118747495, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.539092798018828, "total_loss": 0.07240805642913983}
{"data_time": 0.003762738546356559, "eta_seconds": 108548.33545579389, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3773809523809524, "fast_rcnn/fg_cls_accuracy": 0.6226190476190476, "iteration": 38439, "loss_box_reg": 0.014718268590513617, "loss_cls": 0.05049929255619645, "loss_rpn_cls": 0.0019680857514003947, "loss_rpn_loc": 0.003747779530385742, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5378148704767227, "total_loss": 0.0726573663146155}
{"data_time": 0.003832154907286167, "eta_seconds": 108537.56468809023, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43305144467935164, "fast_rcnn/fg_cls_accuracy": 0.5669485553206484, "iteration": 38459, "loss_box_reg": 0.015411622531246394, "loss_cls": 0.05312811897601932, "loss_rpn_cls": 0.001564672060283101, "loss_rpn_loc": 0.003794894269958604, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.535747708985582, "total_loss": 0.07397836720747364}
{"data_time": 0.0034304826986044645, "eta_seconds": 108444.53847452579, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.6214285714285714, "iteration": 38479, "loss_box_reg": 0.015881704108323902, "loss_cls": 0.0513519206433557, "loss_rpn_cls": 0.0013831867377120943, "loss_rpn_loc": 0.003832034180959454, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5354363333899528, "total_loss": 0.070739462552325}
{"data_time": 0.003732457058504224, "eta_seconds": 108372.52243085601, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5345238095238095, "fast_rcnn/fg_cls_accuracy": 0.4654761904761905, "iteration": 38499, "loss_box_reg": 0.015337689372245222, "loss_cls": 0.05159246071707457, "loss_rpn_cls": 0.0011763536611510972, "loss_rpn_loc": 0.00338123999608797, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350321407895535, "total_loss": 0.07441356206595628}
{"data_time": 0.003483046544715762, "eta_seconds": 108350.09577524872, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39192307692307693, "fast_rcnn/fg_cls_accuracy": 0.6080769230769231, "iteration": 38519, "loss_box_reg": 0.014805038750637323, "loss_cls": 0.055732880253344774, "loss_rpn_cls": 0.0017270231048769347, "loss_rpn_loc": 0.003101168031207635, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5406969040632248, "total_loss": 0.07566449664045649}
{"data_time": 0.003865825245156884, "eta_seconds": 108339.3404091571, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.35454545454545455, "fast_rcnn/fg_cls_accuracy": 0.5913729128014842, "iteration": 38539, "loss_box_reg": 0.014983596047386527, "loss_cls": 0.05033805000130087, "loss_rpn_cls": 0.0016865345132828224, "loss_rpn_loc": 0.0033806184655986726, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404061428271234, "total_loss": 0.07225421753560113}
{"data_time": 0.003840664867311716, "eta_seconds": 108284.63145471574, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3488479262672811, "fast_rcnn/fg_cls_accuracy": 0.6391489361702127, "iteration": 38559, "loss_box_reg": 0.014874184504151344, "loss_cls": 0.050877731933724135, "loss_rpn_cls": 0.0012807766671585341, "loss_rpn_loc": 0.00411477835586993, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5324553837999701, "total_loss": 0.06907405709534942}
{"data_time": 0.003837739583104849, "eta_seconds": 108294.11837575422, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3891891891891892, "fast_rcnn/fg_cls_accuracy": 0.6108108108108108, "iteration": 38579, "loss_box_reg": 0.015799563261680305, "loss_cls": 0.05132271151524037, "loss_rpn_cls": 0.00116560625542661, "loss_rpn_loc": 0.0045495372178265825, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387040048372, "total_loss": 0.07372099477535698}
{"data_time": 0.0035478174686431885, "eta_seconds": 108342.25691854162, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4118773946360153, "fast_rcnn/fg_cls_accuracy": 0.5881226053639848, "iteration": 38599, "loss_box_reg": 0.01597527042031288, "loss_cls": 0.055516320280730724, "loss_rpn_cls": 0.0019749239748989567, "loss_rpn_loc": 0.004707170544861583, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.538964971434325, "total_loss": 0.0764546316357837}
{"data_time": 0.0038350841496139765, "eta_seconds": 108369.20024483046, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5075757575757576, "fast_rcnn/fg_cls_accuracy": 0.49242424242424243, "iteration": 38619, "loss_box_reg": 0.015212597558274865, "loss_cls": 0.04876506677828729, "loss_rpn_cls": 0.0011819014607112877, "loss_rpn_loc": 0.0031607068158336915, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374471780378371, "total_loss": 0.0700279199811007}
{"data_time": 0.0036484114825725555, "eta_seconds": 108415.72582045593, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5235394214407261, "fast_rcnn/fg_cls_accuracy": 0.47646057855927393, "iteration": 38639, "loss_box_reg": 0.015342627360951155, "loss_cls": 0.05357168766204268, "loss_rpn_cls": 0.0013235179076218628, "loss_rpn_loc": 0.003666829194116872, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426248561125249, "total_loss": 0.07405241068340729}
{"data_time": 0.003882321296259761, "eta_seconds": 108347.67503634607, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32132728304027225, "fast_rcnn/fg_cls_accuracy": 0.6485300570425625, "iteration": 38659, "loss_box_reg": 0.01520195254124701, "loss_cls": 0.05224937945604324, "loss_rpn_cls": 0.0014425523768295534, "loss_rpn_loc": 0.003624704277171986, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5412389929406345, "total_loss": 0.07408534988735482}
{"data_time": 0.003715057158842683, "eta_seconds": 108336.91243210388, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5393939393939393, "fast_rcnn/fg_cls_accuracy": 0.4606060606060606, "iteration": 38679, "loss_box_reg": 0.01466205739416182, "loss_cls": 0.051193259889259934, "loss_rpn_cls": 0.001305857615534478, "loss_rpn_loc": 0.003764706911169924, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389968913514167, "total_loss": 0.0720672897152781}
{"data_time": 0.0035995254293084145, "eta_seconds": 108390.8310734909, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40318627450980393, "fast_rcnn/fg_cls_accuracy": 0.5968137254901961, "iteration": 38699, "loss_box_reg": 0.014908522978657857, "loss_cls": 0.05237270600628108, "loss_rpn_cls": 0.0016314104013872566, "loss_rpn_loc": 0.0037847520907234866, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.539666160941124, "total_loss": 0.07389348209358104}
{"data_time": 0.003550097579136491, "eta_seconds": 108268.60747591313, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39338235294117646, "fast_rcnn/fg_cls_accuracy": 0.6066176470588236, "iteration": 38719, "loss_box_reg": 0.015757152170408517, "loss_cls": 0.05328628793358803, "loss_rpn_cls": 0.0016406220062208376, "loss_rpn_loc": 0.003379911910087685, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5327289144042879, "total_loss": 0.07366912952556959}
{"data_time": 0.0035631286446005106, "eta_seconds": 108304.62461937731, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.26598639455782314, "fast_rcnn/fg_cls_accuracy": 0.6848484848484848, "iteration": 38739, "loss_box_reg": 0.0145928148413077, "loss_cls": 0.05259660090086982, "loss_rpn_cls": 0.0009106767420234974, "loss_rpn_loc": 0.003322957276395755, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5368543269578367, "total_loss": 0.07083814952375178}
{"data_time": 0.0035730465315282345, "eta_seconds": 108247.09156383481, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3164983164983165, "fast_rcnn/fg_cls_accuracy": 0.6835016835016835, "iteration": 38759, "loss_box_reg": 0.014421718777157366, "loss_cls": 0.052897027460858226, "loss_rpn_cls": 0.0014126611620213225, "loss_rpn_loc": 0.0026411692633701023, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5275032324716449, "total_loss": 0.07060167964402808}
{"data_time": 0.003764508059248328, "eta_seconds": 108328.55537008913, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3381756756756757, "fast_rcnn/fg_cls_accuracy": 0.6618243243243244, "iteration": 38779, "loss_box_reg": 0.015023316373117268, "loss_cls": 0.05063016165513545, "loss_rpn_cls": 0.001187546351502533, "loss_rpn_loc": 0.003461221080215182, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5430614741053432, "total_loss": 0.07233989612919345}
{"data_time": 0.0036953184753656387, "eta_seconds": 108295.04008812387, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.38048245614035087, "fast_rcnn/fg_cls_accuracy": 0.5811403508771931, "iteration": 38799, "loss_box_reg": 0.014335437008412555, "loss_cls": 0.04912412847625092, "loss_rpn_cls": 0.0016396849937905245, "loss_rpn_loc": 0.0031234817834047135, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365727108437568, "total_loss": 0.06910447908558126}
{"data_time": 0.003545639105141163, "eta_seconds": 108284.27522710548, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3642857142857143, "fast_rcnn/fg_cls_accuracy": 0.6357142857142857, "iteration": 38819, "loss_box_reg": 0.013618849450722337, "loss_cls": 0.047398965049069375, "loss_rpn_cls": 0.0017797533948851196, "loss_rpn_loc": 0.0033091426666942425, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361268564593047, "total_loss": 0.06855445650256797}
{"data_time": 0.003749299328774214, "eta_seconds": 108250.81159816636, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5258684405025869, "fast_rcnn/fg_cls_accuracy": 0.45670995670995673, "iteration": 38839, "loss_box_reg": 0.014841128431726247, "loss_cls": 0.052267144434154034, "loss_rpn_cls": 0.0014737913109001965, "loss_rpn_loc": 0.004816156131710159, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.535258395364508, "total_loss": 0.07503580450156733}
{"data_time": 0.0035191860515624285, "eta_seconds": 108193.301783639, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33465959328028294, "fast_rcnn/fg_cls_accuracy": 0.6653404067197171, "iteration": 38859, "loss_box_reg": 0.01545139419613406, "loss_cls": 0.05371474864659831, "loss_rpn_cls": 0.001382509304676205, "loss_rpn_loc": 0.003600927237130236, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5363580756820738, "total_loss": 0.07485427277515555}
{"data_time": 0.0034413279499858618, "eta_seconds": 108229.28638968198, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48957881024750327, "fast_rcnn/fg_cls_accuracy": 0.49978289188015634, "iteration": 38879, "loss_box_reg": 0.015153068699873984, "loss_cls": 0.05211352789774537, "loss_rpn_cls": 0.0017879528927551291, "loss_rpn_loc": 0.0035670437064254656, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5471589143853635, "total_loss": 0.07218093978281104}
{"data_time": 0.0035237325355410576, "eta_seconds": 108197.45348427864, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4630630630630631, "fast_rcnn/fg_cls_accuracy": 0.5270833333333333, "iteration": 38899, "loss_box_reg": 0.0143748166738078, "loss_cls": 0.04888760932954028, "loss_rpn_cls": 0.001213198465620735, "loss_rpn_loc": 0.003238165721995756, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392357299569994, "total_loss": 0.06707923658177606}
{"data_time": 0.0034725095611065626, "eta_seconds": 108161.02791552152, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4852941176470588, "fast_rcnn/fg_cls_accuracy": 0.5147058823529411, "iteration": 38919, "loss_box_reg": 0.014709413517266512, "loss_cls": 0.05398017470724881, "loss_rpn_cls": 0.001064573761595966, "loss_rpn_loc": 0.0034362411752226762, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375068595167249, "total_loss": 0.07594111653673963}
{"data_time": 0.00362885813228786, "eta_seconds": 108150.26995948236, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.39749999999999996, "fast_rcnn/fg_cls_accuracy": 0.6025, "iteration": 38939, "loss_box_reg": 0.015032266324851662, "loss_cls": 0.050164406187832355, "loss_rpn_cls": 0.0009654503917317925, "loss_rpn_loc": 0.003882091408740962, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5422852884512395, "total_loss": 0.07218870787517062}
{"data_time": 0.003643824951723218, "eta_seconds": 108186.23597271321, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4551282051282051, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 38959, "loss_box_reg": 0.014400625019334257, "loss_cls": 0.0498819868080318, "loss_rpn_cls": 0.0015783568824190297, "loss_rpn_loc": 0.0034928219974972308, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5450449755880982, "total_loss": 0.07134842574106415}
{"data_time": 0.0034519187174737453, "eta_seconds": 108175.47336847102, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34822866344605474, "fast_rcnn/fg_cls_accuracy": 0.6517713365539453, "iteration": 38979, "loss_box_reg": 0.016147305228514597, "loss_cls": 0.05291611375287175, "loss_rpn_cls": 0.0011259881391652016, "loss_rpn_loc": 0.003186927697242936, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5332599563989788, "total_loss": 0.07498807533158924}
{"data_time": 0.003530777059495449, "eta_seconds": 108278.92021487397, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4395833333333333, "fast_rcnn/fg_cls_accuracy": 0.518481182795699, "iteration": 38999, "loss_box_reg": 0.015200644382275641, "loss_cls": 0.051264563866425306, "loss_rpn_cls": 0.0012720512070245604, "loss_rpn_loc": 0.003155118927679723, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5423942559864372, "total_loss": 0.07441358571941237}
{"data_time": 0.0040528494864702225, "eta_seconds": 108268.14624656388, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4503284072249589, "fast_rcnn/fg_cls_accuracy": 0.5496715927750411, "iteration": 39019, "loss_box_reg": 0.015327237488236278, "loss_cls": 0.05463053623680025, "loss_rpn_cls": 0.0011595416060004027, "loss_rpn_loc": 0.0038258230924839154, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365631142631173, "total_loss": 0.07464990536550431}
{"data_time": 0.0036439960822463036, "eta_seconds": 108257.37227825378, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35106382978723405, "fast_rcnn/fg_cls_accuracy": 0.648936170212766, "iteration": 39039, "loss_box_reg": 0.014380941516719759, "loss_cls": 0.05046301777474582, "loss_rpn_cls": 0.0018744782877320176, "loss_rpn_loc": 0.004072741325217066, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5346536976285279, "total_loss": 0.07200099088686329}
{"data_time": 0.0035833523143082857, "eta_seconds": 108246.59830994369, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.39572192513368987, "fast_rcnn/fg_cls_accuracy": 0.6042780748663101, "iteration": 39059, "loss_box_reg": 0.015023175277747214, "loss_cls": 0.05179483816027641, "loss_rpn_cls": 0.001888957809569547, "loss_rpn_loc": 0.004008745516330237, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5378914901521057, "total_loss": 0.07243500597877528}
{"data_time": 0.0036918194964528084, "eta_seconds": 108259.18028757512, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3101010101010101, "fast_rcnn/fg_cls_accuracy": 0.6898989898989899, "iteration": 39079, "loss_box_reg": 0.015074268041644245, "loss_cls": 0.047300101199653, "loss_rpn_cls": 0.0014964636807235365, "loss_rpn_loc": 0.004079100201124675, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5362244953867048, "total_loss": 0.07004310227682709}
{"data_time": 0.0038320107851177454, "eta_seconds": 108264.02228333498, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4235632183908046, "fast_rcnn/fg_cls_accuracy": 0.5583333333333333, "iteration": 39099, "loss_box_reg": 0.015021952742245048, "loss_cls": 0.052519409102387726, "loss_rpn_cls": 0.0014655153565854562, "loss_rpn_loc": 0.004827281711186515, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5418067970313132, "total_loss": 0.07268185551890838}
{"data_time": 0.003580901538953185, "eta_seconds": 108295.7272784668, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.32719638242894056, "fast_rcnn/fg_cls_accuracy": 0.6728036175710594, "iteration": 39119, "loss_box_reg": 0.0151975984335877, "loss_cls": 0.0511984279146418, "loss_rpn_cls": 0.0015507087468904501, "loss_rpn_loc": 0.003461216892901575, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394901102408767, "total_loss": 0.07344761316039694}
{"data_time": 0.004139913944527507, "eta_seconds": 108241.91871661786, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4142228739002933, "fast_rcnn/fg_cls_accuracy": 0.5857771260997068, "iteration": 39139, "loss_box_reg": 0.014793271839153022, "loss_cls": 0.04912826983490959, "loss_rpn_cls": 0.0013064261726185578, "loss_rpn_loc": 0.003147957868350204, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5354612355586141, "total_loss": 0.07032945607591046}
{"data_time": 0.003721446031704545, "eta_seconds": 108192.72846839321, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4121212121212121, "fast_rcnn/fg_cls_accuracy": 0.5878787878787879, "iteration": 39159, "loss_box_reg": 0.01481151528423652, "loss_cls": 0.051040532533079386, "loss_rpn_cls": 0.000777017833456739, "loss_rpn_loc": 0.0032947952786344104, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5324887505266815, "total_loss": 0.07137878033969969}
{"data_time": 0.0033991760574281216, "eta_seconds": 108157.20951742376, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4519230769230769, "fast_rcnn/fg_cls_accuracy": 0.5390189520624302, "iteration": 39179, "loss_box_reg": 0.01511398286675103, "loss_cls": 0.054476047633215785, "loss_rpn_cls": 0.0015412278111170963, "loss_rpn_loc": 0.0031018680965644307, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5370383353438228, "total_loss": 0.07563068343279156}
{"data_time": 0.0036911596544086933, "eta_seconds": 108209.58533620555, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2941810344827586, "fast_rcnn/fg_cls_accuracy": 0.6852134146341464, "iteration": 39199, "loss_box_reg": 0.01474850531667471, "loss_cls": 0.05449431447777897, "loss_rpn_cls": 0.0014464211158156104, "loss_rpn_loc": 0.0032954034686554223, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5432703238911927, "total_loss": 0.07449301009410192}
{"data_time": 0.003613137872889638, "eta_seconds": 108198.80754273478, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4565972222222222, "fast_rcnn/fg_cls_accuracy": 0.5383522727272727, "iteration": 39219, "loss_box_reg": 0.01507374452194199, "loss_cls": 0.049627943662926555, "loss_rpn_cls": 0.0018365408079716872, "loss_rpn_loc": 0.004315503156249179, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.547578873578459, "total_loss": 0.0735388596078792}
{"data_time": 0.003317723050713539, "eta_seconds": 108132.06879534922, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5217391304347826, "fast_rcnn/fg_cls_accuracy": 0.4782608695652174, "iteration": 39239, "loss_box_reg": 0.014667827577795833, "loss_cls": 0.05522938852664083, "loss_rpn_cls": 0.0015470752741748584, "loss_rpn_loc": 0.004611285716237035, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5396400599274784, "total_loss": 0.07601982428650444}
{"data_time": 0.003946739947423339, "eta_seconds": 108138.85862684273, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4845559845559846, "fast_rcnn/fg_cls_accuracy": 0.5154440154440154, "iteration": 39259, "loss_box_reg": 0.014499349985271692, "loss_cls": 0.04871522355824709, "loss_rpn_cls": 0.0015528002724067846, "loss_rpn_loc": 0.003927475154341664, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5446300904732198, "total_loss": 0.0716616375735839}
{"data_time": 0.0036729604471474886, "eta_seconds": 108119.17290541017, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3460519342872284, "fast_rcnn/fg_cls_accuracy": 0.6240703177822853, "iteration": 39279, "loss_box_reg": 0.015763279952807352, "loss_cls": 0.052917283843271434, "loss_rpn_cls": 0.0012260872954357183, "loss_rpn_loc": 0.0033320638103759848, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537330302875489, "total_loss": 0.07428487690003749}
{"data_time": 0.0038261536974459887, "eta_seconds": 108108.39982507424, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5522496371552975, "fast_rcnn/fg_cls_accuracy": 0.4477503628447025, "iteration": 39299, "loss_box_reg": 0.015160909853875637, "loss_cls": 0.05385425011627376, "loss_rpn_cls": 0.0014863300896195142, "loss_rpn_loc": 0.004473171306017321, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5405709168408066, "total_loss": 0.07395132825445216}
{"data_time": 0.0036074426025152206, "eta_seconds": 108051.19128414802, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5016260162601627, "fast_rcnn/fg_cls_accuracy": 0.445993031358885, "iteration": 39319, "loss_box_reg": 0.015891456394456327, "loss_cls": 0.05285731772892177, "loss_rpn_cls": 0.001668209554054556, "loss_rpn_loc": 0.004091558745130897, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352854968514293, "total_loss": 0.07481941858759455}
{"data_time": 0.004078929545357823, "eta_seconds": 108014.23840402672, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3733075435203095, "fast_rcnn/fg_cls_accuracy": 0.6266924564796905, "iteration": 39339, "loss_box_reg": 0.0139107535360381, "loss_cls": 0.05408642743714154, "loss_rpn_cls": 0.0016550449216765628, "loss_rpn_loc": 0.0026876926349359564, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5362589829601347, "total_loss": 0.07201186076383692}
{"data_time": 0.0036073036026209593, "eta_seconds": 108003.47256129654, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.36141304347826086, "fast_rcnn/fg_cls_accuracy": 0.6385869565217391, "iteration": 39359, "loss_box_reg": 0.013860887265764177, "loss_cls": 0.050755652016960084, "loss_rpn_cls": 0.0013684618401157422, "loss_rpn_loc": 0.0032672047018422745, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368112542200834, "total_loss": 0.06932380085572731}
{"data_time": 0.003568703541532159, "eta_seconds": 108010.05208921107, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4573122529644269, "fast_rcnn/fg_cls_accuracy": 0.5245059288537549, "iteration": 39379, "loss_box_reg": 0.015628783672582358, "loss_cls": 0.049490384000819176, "loss_rpn_cls": 0.0019292887855044683, "loss_rpn_loc": 0.0036198801717546303, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5407685949467123, "total_loss": 0.07177233225297641}
{"data_time": 0.00341008510440588, "eta_seconds": 107981.94087583618, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29864864864864865, "fast_rcnn/fg_cls_accuracy": 0.7013513513513514, "iteration": 39399, "loss_box_reg": 0.014384987123776227, "loss_cls": 0.05056572868488729, "loss_rpn_cls": 0.0015051219984343334, "loss_rpn_loc": 0.0032240843465842772, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5420734034851193, "total_loss": 0.07235715173288781}
{"data_time": 0.003547209780663252, "eta_seconds": 107931.03013318824, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3364512471655329, "fast_rcnn/fg_cls_accuracy": 0.6311413454270598, "iteration": 39419, "loss_box_reg": 0.014512119814753532, "loss_cls": 0.052493518916890025, "loss_rpn_cls": 0.0013851481705842161, "loss_rpn_loc": 0.0043873255235666875, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5332666670437902, "total_loss": 0.07227227875637254}
{"data_time": 0.0034887550864368677, "eta_seconds": 107895.7368578806, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.49242424242424243, "fast_rcnn/fg_cls_accuracy": 0.5075757575757576, "iteration": 39439, "loss_box_reg": 0.014269742590840906, "loss_cls": 0.05200833373237401, "loss_rpn_cls": 0.0015870092935870161, "loss_rpn_loc": 0.004388507684780052, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.527769863139838, "total_loss": 0.07272020584616712}
{"data_time": 0.003580268006771803, "eta_seconds": 107884.97746429383, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4736111111111111, "fast_rcnn/fg_cls_accuracy": 0.5263888888888889, "iteration": 39459, "loss_box_reg": 0.01520487351808697, "loss_cls": 0.052252726280130446, "loss_rpn_cls": 0.0016204467716534054, "loss_rpn_loc": 0.004239611596858595, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5372465248219669, "total_loss": 0.07718568596931163}
{"data_time": 0.0033755959011614323, "eta_seconds": 107938.87750491546, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5178571428571428, "fast_rcnn/fg_cls_accuracy": 0.45089285714285715, "iteration": 39479, "loss_box_reg": 0.015662905352655798, "loss_cls": 0.05292898486368358, "loss_rpn_cls": 0.0015378722891910002, "loss_rpn_loc": 0.0032239063511951827, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.537438228726387, "total_loss": 0.0733801985535365}
{"data_time": 0.003582318313419819, "eta_seconds": 107990.36669305013, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.4979166666666667, "iteration": 39499, "loss_box_reg": 0.014713803713675588, "loss_cls": 0.05211611941922456, "loss_rpn_cls": 0.0015036418598128876, "loss_rpn_loc": 0.0033598959998926148, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5385925441514701, "total_loss": 0.07149490860314245}
{"data_time": 0.0037454983685165644, "eta_seconds": 108022.1018372064, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 39519, "loss_box_reg": 0.014789563079830259, "loss_cls": 0.05052155640441924, "loss_rpn_cls": 0.0016116963709009724, "loss_rpn_loc": 0.003177290225721663, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5414344561286271, "total_loss": 0.07084905728311242}
{"data_time": 0.0036647054366767406, "eta_seconds": 107932.73830612563, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.46964285714285714, "fast_rcnn/fg_cls_accuracy": 0.5303571428571429, "iteration": 39539, "loss_box_reg": 0.015006412868387997, "loss_cls": 0.05369126657024026, "loss_rpn_cls": 0.001013288679246216, "loss_rpn_loc": 0.0033300741779385135, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5320419045165181, "total_loss": 0.07195737693427873}
{"data_time": 0.0034969551488757133, "eta_seconds": 107913.14394212747, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4154849688031764, "fast_rcnn/fg_cls_accuracy": 0.5388704318936877, "iteration": 39559, "loss_box_reg": 0.01466727996012196, "loss_cls": 0.0489462255500257, "loss_rpn_cls": 0.0009470639977280371, "loss_rpn_loc": 0.0036373721559357364, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5335726903285831, "total_loss": 0.06951827422574297}
{"data_time": 0.0035607456229627132, "eta_seconds": 107902.37637022929, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4752688172043011, "fast_rcnn/fg_cls_accuracy": 0.5247311827956989, "iteration": 39579, "loss_box_reg": 0.015133170236367732, "loss_cls": 0.05160800111480057, "loss_rpn_cls": 0.0016515075046754646, "loss_rpn_loc": 0.003376693222890026, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5423884214833379, "total_loss": 0.07351941008823815}
{"data_time": 0.00395100680179894, "eta_seconds": 107900.43294848315, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.32466216216216215, "fast_rcnn/fg_cls_accuracy": 0.6753378378378379, "iteration": 39599, "loss_box_reg": 0.014647495467215776, "loss_cls": 0.04965092067141086, "loss_rpn_cls": 0.0014080494241852648, "loss_rpn_loc": 0.003417251973587554, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389669765718281, "total_loss": 0.07074827371866377}
{"data_time": 0.0036413241177797318, "eta_seconds": 107967.05955220899, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.43698113207547173, "fast_rcnn/fg_cls_accuracy": 0.5630188679245283, "iteration": 39619, "loss_box_reg": 0.0145888194674626, "loss_cls": 0.051996728871017694, "loss_rpn_cls": 0.0016594310420714464, "loss_rpn_loc": 0.0034151861000282224, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5428125793114305, "total_loss": 0.07413287124973067}
{"data_time": 0.0036604206543415785, "eta_seconds": 107956.2833748716, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.7272727272727273, "iteration": 39639, "loss_box_reg": 0.01601298263994977, "loss_cls": 0.05112122162245214, "loss_rpn_cls": 0.0018685903321511432, "loss_rpn_loc": 0.003792255709413439, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5441089358646423, "total_loss": 0.07166543393805114}
{"data_time": 0.0038213443476706743, "eta_seconds": 107960.16354768747, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4532671629445823, "fast_rcnn/fg_cls_accuracy": 0.5467328370554176, "iteration": 39659, "loss_box_reg": 0.0145738665596582, "loss_cls": 0.05276740901172161, "loss_rpn_cls": 0.0017192202066098616, "loss_rpn_loc": 0.003948860088712536, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420434146653861, "total_loss": 0.07436439006681894}
{"data_time": 0.0035604292061179876, "eta_seconds": 107949.38590720971, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5169671261930011, "fast_rcnn/fg_cls_accuracy": 0.48303287380699894, "iteration": 39679, "loss_box_reg": 0.014818640076555312, "loss_cls": 0.053379351273179054, "loss_rpn_cls": 0.0013803761042936458, "loss_rpn_loc": 0.0038172977292560972, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5421144573483616, "total_loss": 0.07438177695496506}
{"data_time": 0.003583930665627122, "eta_seconds": 107923.95484285941, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3635483870967742, "fast_rcnn/fg_cls_accuracy": 0.6364516129032258, "iteration": 39699, "loss_box_reg": 0.014702702610520646, "loss_cls": 0.050943909445777535, "loss_rpn_cls": 0.0013732057589095348, "loss_rpn_loc": 0.0032888176137930714, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390431066043675, "total_loss": 0.070406247688652}
{"data_time": 0.003628064412623644, "eta_seconds": 107927.8306262542, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30249480249480254, "fast_rcnn/fg_cls_accuracy": 0.6624624624624624, "iteration": 39719, "loss_box_reg": 0.014222609112039208, "loss_cls": 0.05043339141411707, "loss_rpn_cls": 0.001763908894645283, "loss_rpn_loc": 0.004356179000751581, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5368875982239842, "total_loss": 0.07091408433404922}
{"data_time": 0.003617854556068778, "eta_seconds": 107918.39887117362, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4327485380116959, "fast_rcnn/fg_cls_accuracy": 0.5672514619883041, "iteration": 39739, "loss_box_reg": 0.0159989251405932, "loss_cls": 0.05189693399006501, "loss_rpn_cls": 0.0014815760387136834, "loss_rpn_loc": 0.0029920204615336843, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5403048533480614, "total_loss": 0.0744498130025022}
{"data_time": 0.0036060772836208344, "eta_seconds": 107927.59341157973, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.40731707317073174, "fast_rcnn/fg_cls_accuracy": 0.5926829268292683, "iteration": 39759, "loss_box_reg": 0.014673537109047174, "loss_cls": 0.04999083484290168, "loss_rpn_cls": 0.0012971337791896076, "loss_rpn_loc": 0.004898286231764359, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5446882687974721, "total_loss": 0.07092551552977966}
{"data_time": 0.0034907322842627764, "eta_seconds": 107895.6834292768, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.48690476190476195, "fast_rcnn/fg_cls_accuracy": 0.513095238095238, "iteration": 39779, "loss_box_reg": 0.014895122963935137, "loss_cls": 0.054066667100414634, "loss_rpn_cls": 0.0011119872206108994, "loss_rpn_loc": 0.0026782267887028866, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381560327950865, "total_loss": 0.07477607207817982}
{"data_time": 0.003293681424111128, "eta_seconds": 107886.79760253034, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.38585858585858585, "fast_rcnn/fg_cls_accuracy": 0.6056618819776715, "iteration": 39799, "loss_box_reg": 0.014003874093759805, "loss_cls": 0.050956843653693795, "loss_rpn_cls": 0.001303465930106995, "loss_rpn_loc": 0.0042646830042940564, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5434552028309554, "total_loss": 0.06996006600832061}
{"data_time": 0.0037540311459451914, "eta_seconds": 107876.01975450735, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.43487394957983194, "fast_rcnn/fg_cls_accuracy": 0.5651260504201681, "iteration": 39819, "loss_box_reg": 0.015350035158917308, "loss_cls": 0.050304101197980344, "loss_rpn_cls": 0.0014890503739479755, "loss_rpn_loc": 0.004436854120285716, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5325897333677858, "total_loss": 0.0708264610623246}
{"data_time": 0.0035275097470730543, "eta_seconds": 107865.24190648436, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.48374613003095973, "fast_rcnn/fg_cls_accuracy": 0.5162538699690402, "iteration": 39839, "loss_box_reg": 0.014827536710072309, "loss_cls": 0.051305196015164256, "loss_rpn_cls": 0.001802872161420055, "loss_rpn_loc": 0.003280779557826463, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5364592426922172, "total_loss": 0.07198383410297993}
{"data_time": 0.003690732177346945, "eta_seconds": 107873.6945629865, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 39859, "loss_box_reg": 0.014548945531714708, "loss_cls": 0.04912408150266856, "loss_rpn_cls": 0.0015578214663491963, "loss_rpn_loc": 0.004670538075515651, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.539577902527526, "total_loss": 0.07452742197716589}
{"data_time": 0.0035971016623079777, "eta_seconds": 107841.7951341283, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2857624831309042, "fast_rcnn/fg_cls_accuracy": 0.7142375168690958, "iteration": 39879, "loss_box_reg": 0.015271625423338264, "loss_cls": 0.05061422666767612, "loss_rpn_cls": 0.001405056460043852, "loss_rpn_loc": 0.004588134579535108, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5403475961647928, "total_loss": 0.07237678229080302}
{"data_time": 0.0036880781408399343, "eta_seconds": 107840.99772241176, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4341649341649342, "fast_rcnn/fg_cls_accuracy": 0.5614630467571644, "iteration": 39899, "loss_box_reg": 0.013772529608104378, "loss_cls": 0.05625656177289784, "loss_rpn_cls": 0.0019329077695147134, "loss_rpn_loc": 0.002427390452794498, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5421358288731426, "total_loss": 0.07628230587943108}
{"data_time": 0.004182691685855389, "eta_seconds": 107841.35525383055, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4523809523809524, "fast_rcnn/fg_cls_accuracy": 0.5476190476190477, "iteration": 39919, "loss_box_reg": 0.014456714096013457, "loss_cls": 0.05263378983363509, "loss_rpn_cls": 0.001824973300244892, "loss_rpn_loc": 0.0036075550196983386, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5362915706355125, "total_loss": 0.07440225442087467}
{"data_time": 0.0036742398515343666, "eta_seconds": 107778.65155025432, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48008534850640117, "fast_rcnn/fg_cls_accuracy": 0.5199146514935988, "iteration": 39939, "loss_box_reg": 0.015463604358956218, "loss_cls": 0.05294603842776269, "loss_rpn_cls": 0.0017753656725290057, "loss_rpn_loc": 0.0036381670433911495, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5336788301356137, "total_loss": 0.07462974982229298}
{"data_time": 0.0037426017224788666, "eta_seconds": 107780.3299095137, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.36914235190097255, "fast_rcnn/fg_cls_accuracy": 0.6308576480990274, "iteration": 39959, "loss_box_reg": 0.01733549835626036, "loss_cls": 0.051666749408468604, "loss_rpn_cls": 0.0015794007681506628, "loss_rpn_loc": 0.0047016726530273445, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5468942415900528, "total_loss": 0.07424601868143554}
{"data_time": 0.0036768210120499134, "eta_seconds": 107787.9068389798, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5050505050505051, "fast_rcnn/fg_cls_accuracy": 0.4444444444444444, "iteration": 39979, "loss_box_reg": 0.014193802402587608, "loss_cls": 0.05072446941630915, "loss_rpn_cls": 0.0013811123263849368, "loss_rpn_loc": 0.0032247282069874927, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390399310272187, "total_loss": 0.07028639653327673}
{"data_time": 0.004536336986348033, "eta_seconds": 107777.1291799501, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.29751461988304095, "fast_rcnn/fg_cls_accuracy": 0.6742424242424242, "iteration": 39999, "loss_box_reg": 0.014803928206674755, "loss_cls": 0.049821230000816286, "loss_rpn_cls": 0.0013511628513924734, "loss_rpn_loc": 0.004166262464423198, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394869516603649, "total_loss": 0.07032628672692454}
{"data_time": 0.0034802767913788557, "eta_seconds": 107776.32578310766, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3612903225806452, "fast_rcnn/fg_cls_accuracy": 0.6113207547169811, "iteration": 40019, "loss_box_reg": 0.01407650246983394, "loss_cls": 0.053353163064457476, "loss_rpn_cls": 0.0014730759643271085, "loss_rpn_loc": 0.0038345796274370514, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5394330930430442, "total_loss": 0.07215506526154059}
{"data_time": 0.0036726524122059345, "eta_seconds": 107774.84941104264, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3169642857142857, "fast_rcnn/fg_cls_accuracy": 0.6642857142857144, "iteration": 40039, "loss_box_reg": 0.014803134516114369, "loss_cls": 0.052601140923798084, "loss_rpn_cls": 0.0011771788543910588, "loss_rpn_loc": 0.0038793000094301533, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5323441200889647, "total_loss": 0.07249681239250094}
{"data_time": 0.0036631100811064243, "eta_seconds": 107754.7684700063, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36045454545454547, "fast_rcnn/fg_cls_accuracy": 0.6041176470588235, "iteration": 40059, "loss_box_reg": 0.014303537842351943, "loss_cls": 0.04922786360839382, "loss_rpn_cls": 0.000992937373894165, "loss_rpn_loc": 0.003153531171847135, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.531860490096733, "total_loss": 0.06806497361685615}
{"data_time": 0.0035386059898883104, "eta_seconds": 107690.79352569673, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4506599622878693, "fast_rcnn/fg_cls_accuracy": 0.5275297619047619, "iteration": 40079, "loss_box_reg": 0.014692331780679524, "loss_cls": 0.05414341052528471, "loss_rpn_cls": 0.0014544681348525046, "loss_rpn_loc": 0.0034103931684512645, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5322005890775472, "total_loss": 0.07717729807632168}
{"data_time": 0.0035403829533606768, "eta_seconds": 107680.02019087691, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4339136041263701, "fast_rcnn/fg_cls_accuracy": 0.56608639587363, "iteration": 40099, "loss_box_reg": 0.014688147406559438, "loss_cls": 0.05362222658004612, "loss_rpn_cls": 0.0015573780858915143, "loss_rpn_loc": 0.0042613256846379954, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422170488163829, "total_loss": 0.07276353886356901}
{"data_time": 0.0035434626042842865, "eta_seconds": 107686.15929087717, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45079365079365075, "fast_rcnn/fg_cls_accuracy": 0.5397212543554006, "iteration": 40119, "loss_box_reg": 0.015978977840859443, "loss_cls": 0.048841826152056456, "loss_rpn_cls": 0.0013226854512140562, "loss_rpn_loc": 0.004303121564589674, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5408653544727713, "total_loss": 0.07531353343665614}
{"data_time": 0.003729574615135789, "eta_seconds": 107658.47352123726, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4473684210526316, "fast_rcnn/fg_cls_accuracy": 0.5526315789473685, "iteration": 40139, "loss_box_reg": 0.015162792289629579, "loss_cls": 0.05280278972350061, "loss_rpn_cls": 0.0013503805814707448, "loss_rpn_loc": 0.002738175684498856, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377066975925118, "total_loss": 0.07240243722162631}
{"data_time": 0.003511932212859392, "eta_seconds": 107664.60923673678, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.48863049095607236, "fast_rcnn/fg_cls_accuracy": 0.5113695090439276, "iteration": 40159, "loss_box_reg": 0.01498707992141135, "loss_cls": 0.051743685035035014, "loss_rpn_cls": 0.0008360484733884732, "loss_rpn_loc": 0.0035583832886914024, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5347994205076247, "total_loss": 0.07172216333520964}
{"data_time": 0.0033413115888834, "eta_seconds": 107636.92685159761, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7291666666666667, "iteration": 40179, "loss_box_reg": 0.01350415643537417, "loss_cls": 0.050185792439151555, "loss_rpn_cls": 0.0017479917562468472, "loss_rpn_loc": 0.004621828498784453, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5378568400628865, "total_loss": 0.07143474250563031}
{"data_time": 0.003606491954997182, "eta_seconds": 107615.56379706529, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37879542060726734, "fast_rcnn/fg_cls_accuracy": 0.6212045793927328, "iteration": 40199, "loss_box_reg": 0.014245677448343486, "loss_cls": 0.051848175819031894, "loss_rpn_cls": 0.0013121826655719815, "loss_rpn_loc": 0.00322009131195955, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412070525344461, "total_loss": 0.07063562980101779}
{"data_time": 0.0032679622527211905, "eta_seconds": 107600.23071291088, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4356060606060606, "fast_rcnn/fg_cls_accuracy": 0.5643939393939394, "iteration": 40219, "loss_box_reg": 0.015065930783748627, "loss_cls": 0.05386036541312933, "loss_rpn_cls": 0.0014920612071591677, "loss_rpn_loc": 0.004011151730082929, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391792021691799, "total_loss": 0.07452090976778436}
{"data_time": 0.0034027935471385717, "eta_seconds": 107604.60684713814, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6142857142857143, "iteration": 40239, "loss_box_reg": 0.014633637329097837, "loss_cls": 0.05144317413214594, "loss_rpn_cls": 0.0012372507787858922, "loss_rpn_loc": 0.003461746615357697, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5429670955054462, "total_loss": 0.0724773218610153}
{"data_time": 0.003634491004049778, "eta_seconds": 107583.24697268591, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.45472972972972975, "fast_rcnn/fg_cls_accuracy": 0.4638186573670445, "iteration": 40259, "loss_box_reg": 0.014275144319981337, "loss_cls": 0.04678550019161776, "loss_rpn_cls": 0.0009192221707507997, "loss_rpn_loc": 0.004098961042473093, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5394505464937538, "total_loss": 0.0660156044384621}
{"data_time": 0.0035017437767237425, "eta_seconds": 107583.0601774985, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4142156862745098, "fast_rcnn/fg_cls_accuracy": 0.5857843137254902, "iteration": 40279, "loss_box_reg": 0.01522164634661749, "loss_cls": 0.052539058262482285, "loss_rpn_cls": 0.001978215120175264, "loss_rpn_loc": 0.0035171056442777626, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392963353078812, "total_loss": 0.07480888310783484}
{"data_time": 0.0037463605403900146, "eta_seconds": 107535.69585431227, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4725581395348837, "fast_rcnn/fg_cls_accuracy": 0.5274418604651163, "iteration": 40299, "loss_box_reg": 0.014384518552105874, "loss_cls": 0.05121593223884702, "loss_rpn_cls": 0.001630057959800979, "loss_rpn_loc": 0.00384311410743976, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5373286253307015, "total_loss": 0.07315624239799945}
{"data_time": 0.003508881898596883, "eta_seconds": 107524.92618406983, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.33060556464811786, "fast_rcnn/fg_cls_accuracy": 0.6693944353518821, "iteration": 40319, "loss_box_reg": 0.015372106863651425, "loss_cls": 0.05250365793472156, "loss_rpn_cls": 0.0013611999931413266, "loss_rpn_loc": 0.003395958035980584, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5365729702170938, "total_loss": 0.07276381636575024}
{"data_time": 0.0034654035698622465, "eta_seconds": 107540.15787351341, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2976190476190476, "fast_rcnn/fg_cls_accuracy": 0.7023809523809523, "iteration": 40339, "loss_box_reg": 0.014416602731216699, "loss_cls": 0.05105611588805914, "loss_rpn_cls": 0.001967361519973565, "loss_rpn_loc": 0.0038430841195804533, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5427885095123202, "total_loss": 0.07361322182651975}
{"data_time": 0.0034338287077844143, "eta_seconds": 107529.38559872028, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5060908084163898, "fast_rcnn/fg_cls_accuracy": 0.4880952380952381, "iteration": 40359, "loss_box_reg": 0.014326218981295824, "loss_cls": 0.05011206489871256, "loss_rpn_cls": 0.0017123827318528129, "loss_rpn_loc": 0.003576257746317424, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.538188555277884, "total_loss": 0.07227739228562768}
{"data_time": 0.00366785516962409, "eta_seconds": 107518.61332392716, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.38013136288998356, "fast_rcnn/fg_cls_accuracy": 0.5396419437340154, "iteration": 40379, "loss_box_reg": 0.014606625365559012, "loss_cls": 0.052565520629286766, "loss_rpn_cls": 0.0012274149405584467, "loss_rpn_loc": 0.0034998346309293993, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394056753721088, "total_loss": 0.07263445730455942}
{"data_time": 0.003617064096033573, "eta_seconds": 107507.84104913403, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36458333333333337, "fast_rcnn/fg_cls_accuracy": 0.6354166666666667, "iteration": 40399, "loss_box_reg": 0.01469635491957888, "loss_cls": 0.05183934571687132, "loss_rpn_cls": 0.0014820415996155134, "loss_rpn_loc": 0.0034693389861786272, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5409894834738225, "total_loss": 0.0711995298236161}
{"data_time": 0.004002369940280914, "eta_seconds": 107550.19977864157, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5627450980392157, "fast_rcnn/fg_cls_accuracy": 0.4372549019607843, "iteration": 40419, "loss_box_reg": 0.01506456034258008, "loss_cls": 0.052289886865764856, "loss_rpn_cls": 0.0011261473526928967, "loss_rpn_loc": 0.0037394127975858282, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407720296643674, "total_loss": 0.07169259284353302}
{"data_time": 0.00342488382011652, "eta_seconds": 107555.8123259903, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.43413978494623656, "fast_rcnn/fg_cls_accuracy": 0.5658602150537635, "iteration": 40439, "loss_box_reg": 0.012852509506046772, "loss_cls": 0.05103144492022693, "loss_rpn_cls": 0.0014990495242273028, "loss_rpn_loc": 0.0033985451664193533, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5409360646735877, "total_loss": 0.06980963617314728}
{"data_time": 0.003849784145131707, "eta_seconds": 107556.63326452184, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3571428571428571, "fast_rcnn/fg_cls_accuracy": 0.6159754224270353, "iteration": 40459, "loss_box_reg": 0.014733197866007686, "loss_cls": 0.05093104136176407, "loss_rpn_cls": 0.0017387750285706716, "loss_rpn_loc": 0.0036556919149006717, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412371477577835, "total_loss": 0.07323006922717923}
{"data_time": 0.0037234588526189327, "eta_seconds": 107534.25384265417, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4444444444444444, "fast_rcnn/fg_cls_accuracy": 0.5555555555555556, "iteration": 40479, "loss_box_reg": 0.014826477039605379, "loss_cls": 0.047626105952076614, "loss_rpn_cls": 0.001213499220497738, "loss_rpn_loc": 0.0035840903510688804, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.538124437443912, "total_loss": 0.06763456217316843}
{"data_time": 0.0036593512631952763, "eta_seconds": 107515.48637148156, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4110105580693816, "fast_rcnn/fg_cls_accuracy": 0.5868005738880918, "iteration": 40499, "loss_box_reg": 0.01418871816713363, "loss_cls": 0.05073522764723748, "loss_rpn_cls": 0.0013250474610231322, "loss_rpn_loc": 0.0037373546801973134, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386540221516043, "total_loss": 0.0714703712408209}
{"data_time": 0.003626663237810135, "eta_seconds": 107497.29856002564, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.44107551487414187, "fast_rcnn/fg_cls_accuracy": 0.4874269005847953, "iteration": 40519, "loss_box_reg": 0.015303270134609193, "loss_cls": 0.05260662833461538, "loss_rpn_cls": 0.0016084530097941752, "loss_rpn_loc": 0.004041265823616413, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379270813427866, "total_loss": 0.07335590336947462}
{"data_time": 0.003553403541445732, "eta_seconds": 107493.92948978744, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.4226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 40539, "loss_box_reg": 0.01403866519103758, "loss_cls": 0.051332455419469625, "loss_rpn_cls": 0.0015010025138053606, "loss_rpn_loc": 0.003902595031831879, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5417230834718794, "total_loss": 0.07109453154942003}
{"data_time": 0.003732401877641678, "eta_seconds": 107491.13687598193, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4928571428571429, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 40559, "loss_box_reg": 0.015075807517860085, "loss_cls": 0.05002609721850604, "loss_rpn_cls": 0.0016251717272552924, "loss_rpn_loc": 0.004297492516343482, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5376953510567546, "total_loss": 0.07113982255577866}
{"data_time": 0.003825560910627246, "eta_seconds": 107480.35763431387, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29814814814814816, "fast_rcnn/fg_cls_accuracy": 0.7018518518518518, "iteration": 40579, "loss_box_reg": 0.015088492771610618, "loss_cls": 0.051449419115670025, "loss_rpn_cls": 0.0014013601934266262, "loss_rpn_loc": 0.0041898231793311425, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5359904966317117, "total_loss": 0.07558465015648608}
{"data_time": 0.003417679574340582, "eta_seconds": 107469.57839264581, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38541666666666663, "fast_rcnn/fg_cls_accuracy": 0.6145833333333333, "iteration": 40599, "loss_box_reg": 0.015152420033700764, "loss_cls": 0.054453646996989846, "loss_rpn_cls": 0.0015455391318255352, "loss_rpn_loc": 0.004577037085255142, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539122510002926, "total_loss": 0.07509634213408845}
{"data_time": 0.0035998686216771603, "eta_seconds": 107444.62897274061, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.47275747508305643, "fast_rcnn/fg_cls_accuracy": 0.5058139534883721, "iteration": 40619, "loss_box_reg": 0.015026926121208817, "loss_cls": 0.052532907808199525, "loss_rpn_cls": 0.0013641325467688148, "loss_rpn_loc": 0.0040430568769807, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405759243294597, "total_loss": 0.07628659577767394}
{"data_time": 0.0038291085511446, "eta_seconds": 107378.57375161652, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.27865612648221344, "fast_rcnn/fg_cls_accuracy": 0.7213438735177866, "iteration": 40639, "loss_box_reg": 0.015608920366503298, "loss_cls": 0.05146812601014972, "loss_rpn_cls": 0.0014633792753784292, "loss_rpn_loc": 0.0028213196637807414, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5342650539241731, "total_loss": 0.07138848395845798}
{"data_time": 0.003536305855959654, "eta_seconds": 107367.8014768234, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.33092705167173253, "fast_rcnn/fg_cls_accuracy": 0.6056493030080704, "iteration": 40659, "loss_box_reg": 0.013929937093053013, "loss_cls": 0.0494245748850517, "loss_rpn_cls": 0.0014330421338399901, "loss_rpn_loc": 0.003946531724068336, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5411787789780647, "total_loss": 0.06968318516715044}
{"data_time": 0.003589044325053692, "eta_seconds": 107352.47889402951, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5058139534883721, "fast_rcnn/fg_cls_accuracy": 0.40032679738562094, "iteration": 40679, "loss_box_reg": 0.014895055210217834, "loss_cls": 0.05405558680649847, "loss_rpn_cls": 0.0012325517004683206, "loss_rpn_loc": 0.00396993733374984, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5372410386335105, "total_loss": 0.07604159012544187}
{"data_time": 0.003711053403094411, "eta_seconds": 107341.70707581728, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 40699, "loss_box_reg": 0.014132685144431889, "loss_cls": 0.051169133628718555, "loss_rpn_cls": 0.0012578389050759142, "loss_rpn_loc": 0.0028546673802338773, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5402656840160489, "total_loss": 0.0702028241842072}
{"data_time": 0.0033564260229468346, "eta_seconds": 107330.93525760504, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4066707466340269, "fast_rcnn/fg_cls_accuracy": 0.5933292533659731, "iteration": 40719, "loss_box_reg": 0.014263106975704432, "loss_cls": 0.05222728999797255, "loss_rpn_cls": 0.001045885180701589, "loss_rpn_loc": 0.0029340974360820837, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5376926681492478, "total_loss": 0.07217841438978212}
{"data_time": 0.003668432589620352, "eta_seconds": 107308.88249005936, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.4807692307692308, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 40739, "loss_box_reg": 0.014996962738223374, "loss_cls": 0.050537684466689825, "loss_rpn_cls": 0.0012478242363584968, "loss_rpn_loc": 0.002725152186030755, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405829586088657, "total_loss": 0.07006155651976087}
{"data_time": 0.0036447953898459673, "eta_seconds": 107287.99343873607, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5484968803176404, "fast_rcnn/fg_cls_accuracy": 0.45150311968235957, "iteration": 40759, "loss_box_reg": 0.01431787307956256, "loss_cls": 0.04901015223003924, "loss_rpn_cls": 0.0013262649279113248, "loss_rpn_loc": 0.0035473553361953236, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5362124682869762, "total_loss": 0.0699526661951495}
{"data_time": 0.0034730874467641115, "eta_seconds": 107269.97206887603, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.4903846153846154, "iteration": 40779, "loss_box_reg": 0.014753479626961052, "loss_cls": 0.05336309131234884, "loss_rpn_cls": 0.000796331729816302, "loss_rpn_loc": 0.004042202475829981, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331207334529608, "total_loss": 0.07299257062936704}
{"data_time": 0.00365878501906991, "eta_seconds": 107259.20312663913, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3877005347593583, "fast_rcnn/fg_cls_accuracy": 0.6122994652406417, "iteration": 40799, "loss_box_reg": 0.0145154096535407, "loss_cls": 0.054535607690922916, "loss_rpn_cls": 0.0009774276663847559, "loss_rpn_loc": 0.003358735364599852, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5434576731640846, "total_loss": 0.07540151161242648}
{"data_time": 0.003623978467658162, "eta_seconds": 107238.97252791864, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.37986270022883295, "fast_rcnn/fg_cls_accuracy": 0.620137299771167, "iteration": 40819, "loss_box_reg": 0.015713655564468354, "loss_cls": 0.051856083679012954, "loss_rpn_cls": 0.0014222046688701084, "loss_rpn_loc": 0.004035543854115531, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330358459614217, "total_loss": 0.07667069282524608}
{"data_time": 0.003346875309944153, "eta_seconds": 107228.20453573787, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.47560975609756095, "fast_rcnn/fg_cls_accuracy": 0.4913916786226686, "iteration": 40839, "loss_box_reg": 0.014797414129134268, "loss_cls": 0.05468577705323696, "loss_rpn_cls": 0.0010832870713102238, "loss_rpn_loc": 0.003174620396748651, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5370177938602865, "total_loss": 0.07269034811076835}
{"data_time": 0.0035296641290187836, "eta_seconds": 107205.7824174834, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21260683760683763, "fast_rcnn/fg_cls_accuracy": 0.7873931623931625, "iteration": 40859, "loss_box_reg": 0.01341552083613351, "loss_cls": 0.049456590495537966, "loss_rpn_cls": 0.0013479372241818055, "loss_rpn_loc": 0.004141136625548825, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5414310647174716, "total_loss": 0.07089055257961263}
{"data_time": 0.003919153939932585, "eta_seconds": 107206.66855137632, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4093980343980344, "fast_rcnn/fg_cls_accuracy": 0.5810810810810811, "iteration": 40879, "loss_box_reg": 0.014404484769329429, "loss_cls": 0.0496832417557016, "loss_rpn_cls": 0.0015752223866911663, "loss_rpn_loc": 0.0032717665199015755, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5399925315286964, "total_loss": 0.06913338139156622}
{"data_time": 0.00389108550734818, "eta_seconds": 107176.32291773055, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4907407407407407, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 40899, "loss_box_reg": 0.014875482651405036, "loss_cls": 0.05104562547057867, "loss_rpn_cls": 0.001926535706076038, "loss_rpn_loc": 0.004465579033421818, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364878831896931, "total_loss": 0.07423572521682331}
{"data_time": 0.003571259556338191, "eta_seconds": 107165.5568921538, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5118577075098814, "fast_rcnn/fg_cls_accuracy": 0.48814229249011853, "iteration": 40919, "loss_box_reg": 0.014861750561976805, "loss_cls": 0.05437675956636667, "loss_rpn_cls": 0.0015016311044746544, "loss_rpn_loc": 0.003511469330987893, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5375016538891941, "total_loss": 0.07311093966160342}
{"data_time": 0.003589235246181488, "eta_seconds": 107154.79086657707, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.377948717948718, "fast_rcnn/fg_cls_accuracy": 0.622051282051282, "iteration": 40939, "loss_box_reg": 0.015067095344420522, "loss_cls": 0.0536895856494084, "loss_rpn_cls": 0.001312029129394432, "loss_rpn_loc": 0.00370426245717681, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5341105831321329, "total_loss": 0.07347572866990504}
{"data_time": 0.003753610420972109, "eta_seconds": 107113.38457445218, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.42500000000000004, "fast_rcnn/fg_cls_accuracy": 0.5507751937984495, "iteration": 40959, "loss_box_reg": 0.014691699616378173, "loss_cls": 0.052282484946772456, "loss_rpn_cls": 0.0018734505823658765, "loss_rpn_loc": 0.004218829330056906, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5348645017948002, "total_loss": 0.07526214054178126}
{"data_time": 0.003592889290302992, "eta_seconds": 107083.53733780677, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3580043859649123, "fast_rcnn/fg_cls_accuracy": 0.5712274774774775, "iteration": 40979, "loss_box_reg": 0.014068876102101058, "loss_cls": 0.05214309867005795, "loss_rpn_cls": 0.0013941893987521325, "loss_rpn_loc": 0.0035459027203614824, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367627553641796, "total_loss": 0.07338551955172079}
{"data_time": 0.0035582901909947395, "eta_seconds": 107091.8586808776, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3904761904761905, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 40999, "loss_box_reg": 0.014930406992789358, "loss_cls": 0.051000273204408586, "loss_rpn_cls": 0.0011551913856919782, "loss_rpn_loc": 0.003399403121875366, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.542007357114926, "total_loss": 0.07118604725570776}
{"data_time": 0.0037365190219134092, "eta_seconds": 107072.48027763795, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40588235294117647, "fast_rcnn/fg_cls_accuracy": 0.5941176470588235, "iteration": 41019, "loss_box_reg": 0.013646657665958628, "loss_cls": 0.04904682177584618, "loss_rpn_cls": 0.0010838882108146208, "loss_rpn_loc": 0.0033701089523674455, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5388030693866313, "total_loss": 0.06862745670173354}
{"data_time": 0.0035490335430949926, "eta_seconds": 107100.96073869336, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4291497975708502, "fast_rcnn/fg_cls_accuracy": 0.5708502024291497, "iteration": 41039, "loss_box_reg": 0.014690694864839315, "loss_cls": 0.051519617438316345, "loss_rpn_cls": 0.0019056684984661842, "loss_rpn_loc": 0.0029529347375500947, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5417396298144013, "total_loss": 0.07270302868005274}
{"data_time": 0.0035102544352412224, "eta_seconds": 107091.86346794362, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41443053070960045, "fast_rcnn/fg_cls_accuracy": 0.5855694692903995, "iteration": 41059, "loss_box_reg": 0.014211044821422547, "loss_cls": 0.05046964471694082, "loss_rpn_cls": 0.0017360158936980952, "loss_rpn_loc": 0.0039061410607246216, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5377834974788129, "total_loss": 0.07110721218896288}
{"data_time": 0.003480799263343215, "eta_seconds": 107106.79973083665, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3909407665505227, "fast_rcnn/fg_cls_accuracy": 0.5912986156888596, "iteration": 41079, "loss_box_reg": 0.013647206069435924, "loss_cls": 0.051834056968800724, "loss_rpn_cls": 0.0012119686969072063, "loss_rpn_loc": 0.003578345618734602, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5368188715074211, "total_loss": 0.0703815694558898}
{"data_time": 0.0035639784764498472, "eta_seconds": 107070.33108126256, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36276223776223776, "fast_rcnn/fg_cls_accuracy": 0.5825711382113821, "iteration": 41099, "loss_box_reg": 0.014887351600918919, "loss_cls": 0.05039223120547831, "loss_rpn_cls": 0.0011060303129966087, "loss_rpn_loc": 0.0037464801280293614, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364174896385521, "total_loss": 0.07040390161876076}
{"data_time": 0.004056291421875358, "eta_seconds": 107055.45318294782, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38501742160278746, "fast_rcnn/fg_cls_accuracy": 0.6149825783972125, "iteration": 41119, "loss_box_reg": 0.015501286223297939, "loss_cls": 0.05123173992615193, "loss_rpn_cls": 0.0018572991680230189, "loss_rpn_loc": 0.004355582896096166, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5340417106635869, "total_loss": 0.07444991355441744}
{"data_time": 0.003937536384910345, "eta_seconds": 107047.13061080966, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4022108843537415, "fast_rcnn/fg_cls_accuracy": 0.5977891156462585, "iteration": 41139, "loss_box_reg": 0.015804193826625124, "loss_cls": 0.053945366060361266, "loss_rpn_cls": 0.0016800310518192418, "loss_rpn_loc": 0.0037100562440173235, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392409525811672, "total_loss": 0.07424908259548602}
{"data_time": 0.003729019546881318, "eta_seconds": 107045.23272987921, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.41565040650406504, "fast_rcnn/fg_cls_accuracy": 0.584349593495935, "iteration": 41159, "loss_box_reg": 0.014888994803186506, "loss_cls": 0.05132895283168182, "loss_rpn_cls": 0.0008206361935663153, "loss_rpn_loc": 0.0030140617018332705, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410069655627012, "total_loss": 0.07117587846232709}
{"data_time": 0.0036110610235482454, "eta_seconds": 107027.26630790043, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.46739130434782605, "fast_rcnn/fg_cls_accuracy": 0.5326086956521738, "iteration": 41179, "loss_box_reg": 0.014370417920872569, "loss_cls": 0.05074669583700597, "loss_rpn_cls": 0.0011488120480862563, "loss_rpn_loc": 0.00316797354753362, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5358183053322136, "total_loss": 0.07106881764354966}
{"data_time": 0.0038919143844395876, "eta_seconds": 107014.83253407944, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40454545454545454, "fast_rcnn/fg_cls_accuracy": 0.5362277170787809, "iteration": 41199, "loss_box_reg": 0.014530419663060457, "loss_cls": 0.05224736547097564, "loss_rpn_cls": 0.0015335180832778406, "loss_rpn_loc": 0.004495899491303135, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5375652250368148, "total_loss": 0.0730602591263505}
{"data_time": 0.003691320773214102, "eta_seconds": 107023.6126843032, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4388789505068575, "fast_rcnn/fg_cls_accuracy": 0.5494931425163982, "iteration": 41219, "loss_box_reg": 0.014183358871378005, "loss_cls": 0.050711729913018644, "loss_rpn_cls": 0.0013365727631935442, "loss_rpn_loc": 0.0030124602162686642, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5419906321913004, "total_loss": 0.07386282683955869}
{"data_time": 0.0035420595668256283, "eta_seconds": 106993.30048292596, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.35574712643678164, "fast_rcnn/fg_cls_accuracy": 0.6442528735632184, "iteration": 41239, "loss_box_reg": 0.014322909119073302, "loss_cls": 0.05365643557161093, "loss_rpn_cls": 0.0015415708194268518, "loss_rpn_loc": 0.0036897150603181217, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5360866549890488, "total_loss": 0.07538768639085447}
{"data_time": 0.003806132823228836, "eta_seconds": 106991.39814207796, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.33457595526561046, "fast_rcnn/fg_cls_accuracy": 0.6654240447343895, "iteration": 41259, "loss_box_reg": 0.014266230282373726, "loss_cls": 0.050248825806193054, "loss_rpn_cls": 0.0014342837334879732, "loss_rpn_loc": 0.0044737075149896555, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.543495332589373, "total_loss": 0.06983273080982144}
{"data_time": 0.0037155142053961754, "eta_seconds": 106971.76843177248, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4096989966555184, "fast_rcnn/fg_cls_accuracy": 0.5903010033444815, "iteration": 41279, "loss_box_reg": 0.014575758686987683, "loss_cls": 0.050691535347141325, "loss_rpn_cls": 0.0015154937960346615, "loss_rpn_loc": 0.0034124282610719092, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5313410900998861, "total_loss": 0.0722942080451503}
{"data_time": 0.003689211793243885, "eta_seconds": 106988.34317803034, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3037037037037037, "fast_rcnn/fg_cls_accuracy": 0.6777777777777778, "iteration": 41299, "loss_box_reg": 0.014229672495275736, "loss_cls": 0.05076461029238999, "loss_rpn_cls": 0.0014666730378394277, "loss_rpn_loc": 0.0036866047194052953, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5391887298319489, "total_loss": 0.07152791973601325}
{"data_time": 0.003916745539754629, "eta_seconds": 106969.77272339934, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5007326007326007, "fast_rcnn/fg_cls_accuracy": 0.49926739926739927, "iteration": 41319, "loss_box_reg": 0.013892735645640641, "loss_cls": 0.04776134231360629, "loss_rpn_cls": 0.001975360191522668, "loss_rpn_loc": 0.00349675262987148, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377219158690423, "total_loss": 0.0676115180913257}
{"data_time": 0.0037416117265820503, "eta_seconds": 106940.42213118286, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46133190118152523, "fast_rcnn/fg_cls_accuracy": 0.5386680988184747, "iteration": 41339, "loss_box_reg": 0.014169999805744737, "loss_cls": 0.04801067465450615, "loss_rpn_cls": 0.0011897446175908044, "loss_rpn_loc": 0.0038367854394891765, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5427363275084645, "total_loss": 0.06720966661271177}
{"data_time": 0.003865521401166916, "eta_seconds": 106926.26382466871, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2947619047619048, "fast_rcnn/fg_cls_accuracy": 0.7052380952380952, "iteration": 41359, "loss_box_reg": 0.014108756964560598, "loss_cls": 0.049977903137914836, "loss_rpn_cls": 0.001490589124955477, "loss_rpn_loc": 0.003943454245018074, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5345153629314154, "total_loss": 0.07053338976720624}
{"data_time": 0.0035868643317371607, "eta_seconds": 106916.55738029326, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.44155844155844154, "fast_rcnn/fg_cls_accuracy": 0.5131118881118881, "iteration": 41379, "loss_box_reg": 0.015898821293376386, "loss_cls": 0.050834749825298786, "loss_rpn_cls": 0.0013403170878518722, "loss_rpn_loc": 0.0029437110642902553, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5389969900716096, "total_loss": 0.07279654832223059}
{"data_time": 0.0038635500241070986, "eta_seconds": 106908.12376699527, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6940993788819876, "iteration": 41399, "loss_box_reg": 0.014381125394720584, "loss_cls": 0.05080340534914285, "loss_rpn_cls": 0.0013366982307729813, "loss_rpn_loc": 0.003047811012947932, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5423158039338887, "total_loss": 0.07043192546382215}
{"data_time": 0.0036697126924991608, "eta_seconds": 106893.96648509894, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4864864864864865, "fast_rcnn/fg_cls_accuracy": 0.5135135135135135, "iteration": 41419, "loss_box_reg": 0.015153965156059712, "loss_cls": 0.0532698699971661, "loss_rpn_cls": 0.0022764326872675156, "loss_rpn_loc": 0.003063267118704971, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5356917693279684, "total_loss": 0.07585637676220358}
{"data_time": 0.003310092259198427, "eta_seconds": 106884.25972071639, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 41439, "loss_box_reg": 0.014543622441124171, "loss_cls": 0.05326232430525124, "loss_rpn_cls": 0.0011623915279415087, "loss_rpn_loc": 0.0028381158263073303, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395170880947262, "total_loss": 0.07438683091902476}
{"data_time": 0.003368831006810069, "eta_seconds": 106875.82540280768, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4383064516129032, "fast_rcnn/fg_cls_accuracy": 0.5616935483870967, "iteration": 41459, "loss_box_reg": 0.01535362409777008, "loss_cls": 0.051581557490862906, "loss_rpn_cls": 0.001279323754943107, "loss_rpn_loc": 0.004058473596160184, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5455533468630165, "total_loss": 0.07396361439350585}
{"data_time": 0.0034893639385700226, "eta_seconds": 106865.05928141181, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4365942028985507, "fast_rcnn/fg_cls_accuracy": 0.5634057971014492, "iteration": 41479, "loss_box_reg": 0.014125595276709646, "loss_cls": 0.0519297985592857, "loss_rpn_cls": 0.0008944864416662313, "loss_rpn_loc": 0.0024341704411199316, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5377549848053604, "total_loss": 0.0715158796341484}
{"data_time": 0.0034292261116206646, "eta_seconds": 106828.97639465192, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4034914361001317, "fast_rcnn/fg_cls_accuracy": 0.573966065747614, "iteration": 41499, "loss_box_reg": 0.01543666236102581, "loss_cls": 0.05445625237189233, "loss_rpn_cls": 0.001336375590199168, "loss_rpn_loc": 0.004532559323706664, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5340422946028411, "total_loss": 0.07837485068557726}
{"data_time": 0.0039129420183598995, "eta_seconds": 106801.31819602102, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4066707466340269, "fast_rcnn/fg_cls_accuracy": 0.5930232558139534, "iteration": 41519, "loss_box_reg": 0.014937118568923324, "loss_cls": 0.04896037059370428, "loss_rpn_cls": 0.0012803759286725835, "loss_rpn_loc": 0.00362155596667435, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5329224281013012, "total_loss": 0.07023920965195884}
{"data_time": 0.003711642464622855, "eta_seconds": 106782.7371359109, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4803571428571428, "fast_rcnn/fg_cls_accuracy": 0.5051020408163265, "iteration": 41539, "loss_box_reg": 0.014621938404161483, "loss_cls": 0.05188431672286242, "loss_rpn_cls": 0.0017182598622866863, "loss_rpn_loc": 0.0034906479631899856, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353434705175459, "total_loss": 0.07184087096354119}
{"data_time": 0.0034343255683779716, "eta_seconds": 106778.10504157911, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.46349129593810445, "fast_rcnn/fg_cls_accuracy": 0.5365087040618955, "iteration": 41559, "loss_box_reg": 0.014419050130527467, "loss_cls": 0.05411038955207914, "loss_rpn_cls": 0.0014341099633838894, "loss_rpn_loc": 0.002973394795844797, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5423395566176623, "total_loss": 0.0740753856214269}
{"data_time": 0.0038127375300973654, "eta_seconds": 106757.73327252315, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.41727574750830565, "fast_rcnn/fg_cls_accuracy": 0.5827242524916944, "iteration": 41579, "loss_box_reg": 0.014152696414384991, "loss_cls": 0.05094533576630056, "loss_rpn_cls": 0.0013154506455776982, "loss_rpn_loc": 0.003455073238001205, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5373318854253739, "total_loss": 0.0711445434842517}
{"data_time": 0.0038728683721274137, "eta_seconds": 106736.40441061929, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.41800356506238856, "fast_rcnn/fg_cls_accuracy": 0.5641945773524721, "iteration": 41599, "loss_box_reg": 0.013384481600951403, "loss_cls": 0.05099561210954562, "loss_rpn_cls": 0.0015677930523452233, "loss_rpn_loc": 0.004432972044014605, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53345464495942, "total_loss": 0.0722974295140375}
{"data_time": 0.0038874235469847918, "eta_seconds": 106722.38148138626, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.42500000000000004, "fast_rcnn/fg_cls_accuracy": 0.575, "iteration": 41619, "loss_box_reg": 0.014177546661812812, "loss_cls": 0.05025179928634316, "loss_rpn_cls": 0.001764191214249422, "loss_rpn_loc": 0.00360919314698549, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382880188990384, "total_loss": 0.0704269649832554}
{"data_time": 0.003512551076710224, "eta_seconds": 106753.63140044408, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.48404255319148937, "fast_rcnn/fg_cls_accuracy": 0.5159574468085106, "iteration": 41639, "loss_box_reg": 0.015728393860626966, "loss_cls": 0.05019337369594723, "loss_rpn_cls": 0.00079063421213732, "loss_rpn_loc": 0.0027335003615007736, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5428130873478949, "total_loss": 0.07013776512485492}
{"data_time": 0.0036194154527038336, "eta_seconds": 106742.86782984296, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.47685185185185186, "fast_rcnn/fg_cls_accuracy": 0.5058243727598566, "iteration": 41659, "loss_box_reg": 0.0148144100967329, "loss_cls": 0.04961625166470185, "loss_rpn_cls": 0.0014438324930665658, "loss_rpn_loc": 0.003017073751834687, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.546695745550096, "total_loss": 0.07122610369782478}
{"data_time": 0.003794357879087329, "eta_seconds": 106757.39806745318, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5268065268065267, "fast_rcnn/fg_cls_accuracy": 0.4731934731934732, "iteration": 41679, "loss_box_reg": 0.013860071601811796, "loss_cls": 0.051991351414471865, "loss_rpn_cls": 0.0013044569211615453, "loss_rpn_loc": 0.0032388930339948274, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5453957859426737, "total_loss": 0.07411094740882618}
{"data_time": 0.0034815005492419004, "eta_seconds": 106746.63194605731, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3472022955523673, "fast_rcnn/fg_cls_accuracy": 0.6271008403361344, "iteration": 41699, "loss_box_reg": 0.01520930917467922, "loss_cls": 0.0502351758768782, "loss_rpn_cls": 0.0011180948167748284, "loss_rpn_loc": 0.005354768061806681, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5353710704948753, "total_loss": 0.0710562997312536}
{"data_time": 0.0035935239866375923, "eta_seconds": 106764.99184029736, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.416988416988417, "fast_rcnn/fg_cls_accuracy": 0.5595238095238095, "iteration": 41719, "loss_box_reg": 0.014254685316700488, "loss_cls": 0.051916219759732485, "loss_rpn_cls": 0.0012293265863263514, "loss_rpn_loc": 0.0041555487805453595, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5481023567263037, "total_loss": 0.07394199287523406}
{"data_time": 0.003944073338061571, "eta_seconds": 106746.09392583068, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.39285714285714285, "fast_rcnn/fg_cls_accuracy": 0.6071428571428572, "iteration": 41739, "loss_box_reg": 0.013816109974868596, "loss_cls": 0.05438784556463361, "loss_rpn_cls": 0.0013788336893867381, "loss_rpn_loc": 0.0032600686463410966, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5369010909926146, "total_loss": 0.07263496155115945}
{"data_time": 0.003997022518888116, "eta_seconds": 106762.36614952073, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 41759, "loss_box_reg": 0.013724462711252272, "loss_cls": 0.05027491314103827, "loss_rpn_cls": 0.0011326573227279368, "loss_rpn_loc": 0.0034402630262775347, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.545886700740084, "total_loss": 0.07019507710879225}
{"data_time": 0.003639977192506194, "eta_seconds": 106775.08974169823, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.37874837027379404, "fast_rcnn/fg_cls_accuracy": 0.6212516297262061, "iteration": 41779, "loss_box_reg": 0.014169167523505166, "loss_cls": 0.05065940925851464, "loss_rpn_cls": 0.0017240676483538664, "loss_rpn_loc": 0.004056151468830649, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355952999088913, "total_loss": 0.07148087663244951}
{"data_time": 0.004007478477433324, "eta_seconds": 106740.82421497651, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43247126436781613, "fast_rcnn/fg_cls_accuracy": 0.5675287356321839, "iteration": 41799, "loss_box_reg": 0.01482433162163943, "loss_cls": 0.05168488644994795, "loss_rpn_cls": 0.0014148794657558028, "loss_rpn_loc": 0.002877499871829059, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5391086372546852, "total_loss": 0.07257943977992909}
{"data_time": 0.0034937707241624594, "eta_seconds": 106770.32462568209, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.43772893772893773, "fast_rcnn/fg_cls_accuracy": 0.5622710622710623, "iteration": 41819, "loss_box_reg": 0.014259795541875064, "loss_cls": 0.051675182301551104, "loss_rpn_cls": 0.001354957638397991, "loss_rpn_loc": 0.004024480549560394, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5441899271681905, "total_loss": 0.07232149828973888}
{"data_time": 0.003918754868209362, "eta_seconds": 106795.73508346849, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4268292682926829, "fast_rcnn/fg_cls_accuracy": 0.5731707317073171, "iteration": 41839, "loss_box_reg": 0.01425644796108827, "loss_cls": 0.05195885826833546, "loss_rpn_cls": 0.0015104117334203693, "loss_rpn_loc": 0.0029645421855093446, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5466719495598227, "total_loss": 0.07279726308672707}
{"data_time": 0.004071792587637901, "eta_seconds": 106761.14972747304, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3134502923976608, "fast_rcnn/fg_cls_accuracy": 0.6476608187134503, "iteration": 41859, "loss_box_reg": 0.014112904842477292, "loss_cls": 0.05032610858324915, "loss_rpn_cls": 0.0017085968631818105, "loss_rpn_loc": 0.00350567563509685, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5368946574162692, "total_loss": 0.07372949941520801}
{"data_time": 0.0038398969918489456, "eta_seconds": 106737.99953156337, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38446969696969696, "fast_rcnn/fg_cls_accuracy": 0.615530303030303, "iteration": 41879, "loss_box_reg": 0.014876312110573053, "loss_cls": 0.05061548633966595, "loss_rpn_cls": 0.0010454526567400535, "loss_rpn_loc": 0.003054514130781172, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363806837704033, "total_loss": 0.06993693302854354}
{"data_time": 0.00368414050899446, "eta_seconds": 106722.87247174256, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.27306616961789376, "fast_rcnn/fg_cls_accuracy": 0.7269338303821062, "iteration": 41899, "loss_box_reg": 0.01467792602488771, "loss_cls": 0.05170038575306535, "loss_rpn_cls": 0.0018510358700041252, "loss_rpn_loc": 0.003337266585731413, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5324867165181786, "total_loss": 0.07159026876900043}
{"data_time": 0.003329103346914053, "eta_seconds": 106704.92171250586, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.36813417190775677, "fast_rcnn/fg_cls_accuracy": 0.6318658280922431, "iteration": 41919, "loss_box_reg": 0.014268603816162795, "loss_cls": 0.04916593886446208, "loss_rpn_cls": 0.0015306491332012229, "loss_rpn_loc": 0.0030044502855162136, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5351357676554471, "total_loss": 0.07243921034245204}
{"data_time": 0.003570456523448229, "eta_seconds": 106701.32328774617, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3534002229654404, "fast_rcnn/fg_cls_accuracy": 0.6371794871794871, "iteration": 41939, "loss_box_reg": 0.015194428851827979, "loss_cls": 0.05127158644609153, "loss_rpn_cls": 0.0015232810130783037, "loss_rpn_loc": 0.0036232709608157165, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395378961693496, "total_loss": 0.07230852024827072}
{"data_time": 0.003301596501842141, "eta_seconds": 106707.26832497306, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.446360153256705, "fast_rcnn/fg_cls_accuracy": 0.553639846743295, "iteration": 41959, "loss_box_reg": 0.01413934797164984, "loss_cls": 0.04878500639460981, "loss_rpn_cls": 0.0010921976711415482, "loss_rpn_loc": 0.00380686174321454, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5420228654984385, "total_loss": 0.06850981508705445}
{"data_time": 0.0036100191064178944, "eta_seconds": 106727.81491741352, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3699248120300752, "fast_rcnn/fg_cls_accuracy": 0.6300751879699248, "iteration": 41979, "loss_box_reg": 0.014499631943181157, "loss_cls": 0.05014275584835559, "loss_rpn_cls": 0.001454542900034994, "loss_rpn_loc": 0.004678605055232765, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5408294019289315, "total_loss": 0.07444295220599884}
{"data_time": 0.003601598087698221, "eta_seconds": 106673.34934332594, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4867595818815331, "fast_rcnn/fg_cls_accuracy": 0.5132404181184669, "iteration": 41999, "loss_box_reg": 0.014662464905995876, "loss_cls": 0.05160518386401236, "loss_rpn_cls": 0.0013370179486855704, "loss_rpn_loc": 0.003327021415316267, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5337061858735979, "total_loss": 0.07183872209799347}
{"data_time": 0.003935186890885234, "eta_seconds": 106662.57431195304, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38885778275475924, "fast_rcnn/fg_cls_accuracy": 0.5789473684210527, "iteration": 42019, "loss_box_reg": 0.014397754275705665, "loss_cls": 0.05388161586597562, "loss_rpn_cls": 0.0017379741248078062, "loss_rpn_loc": 0.004417590324010234, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5394219488371164, "total_loss": 0.0747028637853191}
{"data_time": 0.003849169472232461, "eta_seconds": 106596.27635127422, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2983827493261455, "fast_rcnn/fg_cls_accuracy": 0.6328202581926514, "iteration": 42039, "loss_box_reg": 0.014669049414806068, "loss_cls": 0.05063538555987179, "loss_rpn_cls": 0.0022540262295933644, "loss_rpn_loc": 0.003507227076624986, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5359907520469278, "total_loss": 0.07290605231628433}
{"data_time": 0.0037626605480909348, "eta_seconds": 106592.14982462116, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.4987468671679198, "fast_rcnn/fg_cls_accuracy": 0.49450549450549447, "iteration": 42059, "loss_box_reg": 0.013413373264484107, "loss_cls": 0.051874623517505825, "loss_rpn_cls": 0.0013143452335953043, "loss_rpn_loc": 0.0037058609959785827, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5421558830421418, "total_loss": 0.07206841677930242}
{"data_time": 0.0036996169947087765, "eta_seconds": 106617.00698093651, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3548076923076923, "fast_rcnn/fg_cls_accuracy": 0.6125703564727956, "iteration": 42079, "loss_box_reg": 0.014218541793525219, "loss_cls": 0.04998039221391082, "loss_rpn_cls": 0.0011804543154312341, "loss_rpn_loc": 0.0028438175686460454, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5456055044196546, "total_loss": 0.06758284715624541}
{"data_time": 0.003634932916611433, "eta_seconds": 106615.36127012386, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.34556254367575123, "fast_rcnn/fg_cls_accuracy": 0.6544374563242488, "iteration": 42099, "loss_box_reg": 0.014233381516532972, "loss_cls": 0.049748484103474766, "loss_rpn_cls": 0.0014143059339630781, "loss_rpn_loc": 0.00315603057606495, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.535938972607255, "total_loss": 0.06861245716117992}
{"data_time": 0.004120664903894067, "eta_seconds": 106609.93478045496, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4113987058237929, "fast_rcnn/fg_cls_accuracy": 0.5886012941762071, "iteration": 42119, "loss_box_reg": 0.013517548213712871, "loss_cls": 0.04985388566274196, "loss_rpn_cls": 0.00128673392600831, "loss_rpn_loc": 0.003623418182542082, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5357409010175616, "total_loss": 0.06956684045127304}
{"data_time": 0.003439484164118767, "eta_seconds": 106599.15962419636, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5208333333333333, "fast_rcnn/fg_cls_accuracy": 0.47916666666666663, "iteration": 42139, "loss_box_reg": 0.016006718098651618, "loss_cls": 0.053650073357857764, "loss_rpn_cls": 0.0022032292074527504, "loss_rpn_loc": 0.004878301357166492, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5451811733655632, "total_loss": 0.07613015347124019}
{"data_time": 0.003611556952819228, "eta_seconds": 106599.50551997311, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3779239766081871, "fast_rcnn/fg_cls_accuracy": 0.6103238866396761, "iteration": 42159, "loss_box_reg": 0.014591950690373778, "loss_cls": 0.04940359783358872, "loss_rpn_cls": 0.0015449812794940954, "loss_rpn_loc": 0.0029841741888958495, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5457702283747494, "total_loss": 0.07048568731397609}
{"data_time": 0.003882043296471238, "eta_seconds": 106605.34499429795, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.3478835978835979, "fast_rcnn/fg_cls_accuracy": 0.5915750915750916, "iteration": 42179, "loss_box_reg": 0.014514046080876142, "loss_cls": 0.053388768166769296, "loss_rpn_cls": 0.0013701711520752724, "loss_rpn_loc": 0.0027442158352641854, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442089927382767, "total_loss": 0.07216320544449673}
{"data_time": 0.003684152150526643, "eta_seconds": 106605.12402309035, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38446969696969696, "fast_rcnn/fg_cls_accuracy": 0.615530303030303, "iteration": 42199, "loss_box_reg": 0.0154802919132635, "loss_cls": 0.04920721839880571, "loss_rpn_cls": 0.001374401824762117, "loss_rpn_loc": 0.0038149810206959955, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5411091176792979, "total_loss": 0.07236255256304958}
{"data_time": 0.003967510536313057, "eta_seconds": 106583.78907354246, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38467117988394584, "fast_rcnn/fg_cls_accuracy": 0.6116962305986696, "iteration": 42219, "loss_box_reg": 0.014696022786665708, "loss_cls": 0.050382805173285306, "loss_rpn_cls": 0.0018851204218890416, "loss_rpn_loc": 0.0040084018764900975, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5430732034146786, "total_loss": 0.07186667299561122}
{"data_time": 0.0036263768561184406, "eta_seconds": 106583.56596746412, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46319444444444446, "fast_rcnn/fg_cls_accuracy": 0.5368055555555555, "iteration": 42239, "loss_box_reg": 0.01449051225790754, "loss_cls": 0.051829731091856956, "loss_rpn_cls": 0.0012326824057709018, "loss_rpn_loc": 0.003319829898828175, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5414245612919331, "total_loss": 0.07161319789125287}
{"data_time": 0.0036548920907080173, "eta_seconds": 106558.68106203037, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4023809523809524, "fast_rcnn/fg_cls_accuracy": 0.5976190476190476, "iteration": 42259, "loss_box_reg": 0.013929339766036719, "loss_cls": 0.05357008404098451, "loss_rpn_cls": 0.00145690043018476, "loss_rpn_loc": 0.003295124955911888, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5381721879821271, "total_loss": 0.07298749938900073}
{"data_time": 0.0037007848732173443, "eta_seconds": 106582.16230314178, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4415941365093907, "fast_rcnn/fg_cls_accuracy": 0.5584058634906093, "iteration": 42279, "loss_box_reg": 0.014946959563530982, "loss_cls": 0.052957650274038315, "loss_rpn_cls": 0.0016325472788594197, "loss_rpn_loc": 0.003677227403386496, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5508070788346231, "total_loss": 0.07318461527458453}
{"data_time": 0.003621182171627879, "eta_seconds": 106542.26907092356, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.47430555555555554, "fast_rcnn/fg_cls_accuracy": 0.5256944444444445, "iteration": 42299, "loss_box_reg": 0.01350337261101231, "loss_cls": 0.05171360122039914, "loss_rpn_cls": 0.0011715522848589899, "loss_rpn_loc": 0.0032987356316880323, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5340680540539324, "total_loss": 0.06949115306451858}
{"data_time": 0.003451236989349127, "eta_seconds": 106594.86013623793, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.45194508009153317, "fast_rcnn/fg_cls_accuracy": 0.542572463768116, "iteration": 42319, "loss_box_reg": 0.013149617239832878, "loss_cls": 0.04887139279162511, "loss_rpn_cls": 0.0013757549446040684, "loss_rpn_loc": 0.0035928078468714375, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5456887527834624, "total_loss": 0.07121535919009148}
{"data_time": 0.0035757184959948063, "eta_seconds": 106590.52704080916, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4355779427359491, "fast_rcnn/fg_cls_accuracy": 0.5644220572640508, "iteration": 42339, "loss_box_reg": 0.01489277882501483, "loss_cls": 0.04981829144526273, "loss_rpn_cls": 0.0015298636103580066, "loss_rpn_loc": 0.004299439882743172, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5432188860140741, "total_loss": 0.0711073907066293}
{"data_time": 0.003718641586601734, "eta_seconds": 106587.2449998816, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4619354838709677, "fast_rcnn/fg_cls_accuracy": 0.5380645161290323, "iteration": 42359, "loss_box_reg": 0.014045070856809616, "loss_cls": 0.05095121945487335, "loss_rpn_cls": 0.001472287719252563, "loss_rpn_loc": 0.0037848589126951993, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392104736529291, "total_loss": 0.07113745610263322}
{"data_time": 0.0038334480486810207, "eta_seconds": 106593.25563371577, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.42658730158730157, "fast_rcnn/fg_cls_accuracy": 0.5083333333333333, "iteration": 42379, "loss_box_reg": 0.014433479111175984, "loss_cls": 0.04895408917218447, "loss_rpn_cls": 0.0013639941946621548, "loss_rpn_loc": 0.0034407528437441215, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5412574268411845, "total_loss": 0.06846277921829369}
{"data_time": 0.0035031179431825876, "eta_seconds": 106539.24125653692, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6626016260162602, "iteration": 42399, "loss_box_reg": 0.014128262468148023, "loss_cls": 0.050231988774612546, "loss_rpn_cls": 0.0018166851278635932, "loss_rpn_loc": 0.0037653131785191363, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5350269090849906, "total_loss": 0.07193625965987849}
{"data_time": 0.0037766306195408106, "eta_seconds": 106544.04372747499, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3251192368839428, "fast_rcnn/fg_cls_accuracy": 0.6312217194570136, "iteration": 42419, "loss_box_reg": 0.01452453137608245, "loss_cls": 0.05049218115163967, "loss_rpn_cls": 0.0011894211727891957, "loss_rpn_loc": 0.0033872411204356467, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5395752284675837, "total_loss": 0.06962137833721727}
{"data_time": 0.0035615700762718916, "eta_seconds": 106510.34181386768, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38348416289592757, "fast_rcnn/fg_cls_accuracy": 0.6165158371040724, "iteration": 42439, "loss_box_reg": 0.013970779487863183, "loss_cls": 0.052762617357075214, "loss_rpn_cls": 0.001197156665057264, "loss_rpn_loc": 0.003274467064329656, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5298489755950868, "total_loss": 0.07083065187794091}
{"data_time": 0.0037539396435022354, "eta_seconds": 106436.74201226793, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4264069264069264, "fast_rcnn/fg_cls_accuracy": 0.5735930735930737, "iteration": 42459, "loss_box_reg": 0.014228378830011934, "loss_cls": 0.052289732033386827, "loss_rpn_cls": 0.0014233813082569213, "loss_rpn_loc": 0.0028782907211279962, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5370973546523601, "total_loss": 0.0741000108555454}
{"data_time": 0.003583243815228343, "eta_seconds": 106467.02021921542, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3643410852713178, "fast_rcnn/fg_cls_accuracy": 0.6356589147286822, "iteration": 42479, "loss_box_reg": 0.014412818476557732, "loss_cls": 0.05146050197072327, "loss_rpn_cls": 0.0009589473048663422, "loss_rpn_loc": 0.003694286373502109, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5455986431334168, "total_loss": 0.07183200251392918}
{"data_time": 0.0035825646482408047, "eta_seconds": 106518.44371103216, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3027777777777778, "fast_rcnn/fg_cls_accuracy": 0.6597222222222222, "iteration": 42499, "loss_box_reg": 0.014587520970962942, "loss_cls": 0.05070582847110927, "loss_rpn_cls": 0.0011241298697086677, "loss_rpn_loc": 0.003195140066964086, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.541194184916094, "total_loss": 0.07016628771441447}
{"data_time": 0.0037575415335595608, "eta_seconds": 106490.11949198297, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41640866873065013, "fast_rcnn/fg_cls_accuracy": 0.5835913312693499, "iteration": 42519, "loss_box_reg": 0.014096297265496105, "loss_cls": 0.04830024135299027, "loss_rpn_cls": 0.0010152296148362439, "loss_rpn_loc": 0.0027198710304219276, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5312690294813365, "total_loss": 0.06736921378836769}
{"data_time": 0.003602642798796296, "eta_seconds": 106486.84764488926, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3784552845528455, "fast_rcnn/fg_cls_accuracy": 0.5776053215077606, "iteration": 42539, "loss_box_reg": 0.01457427308196202, "loss_cls": 0.05240520660299808, "loss_rpn_cls": 0.001736621679071959, "loss_rpn_loc": 0.0036189436468703207, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.540344288572669, "total_loss": 0.07454053697347263}
{"data_time": 0.0037483959458768368, "eta_seconds": 106476.06203683047, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.48966408268733846, "fast_rcnn/fg_cls_accuracy": 0.5103359173126615, "iteration": 42559, "loss_box_reg": 0.013796084385830909, "loss_cls": 0.05010474502341822, "loss_rpn_cls": 0.0014571212363989616, "loss_rpn_loc": 0.0037085096919327043, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5454736761748791, "total_loss": 0.07045359531093709}
{"data_time": 0.003530368907377124, "eta_seconds": 106519.89530634787, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4125, "fast_rcnn/fg_cls_accuracy": 0.5874999999999999, "iteration": 42579, "loss_box_reg": 0.01453173829941079, "loss_cls": 0.052813258254900575, "loss_rpn_cls": 0.0016127364875728745, "loss_rpn_loc": 0.004270620134775527, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5412228726781905, "total_loss": 0.07454829786775008}
{"data_time": 0.0036816720385104418, "eta_seconds": 106533.17182753282, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4292929292929293, "fast_rcnn/fg_cls_accuracy": 0.5707070707070707, "iteration": 42599, "loss_box_reg": 0.015528572374023497, "loss_cls": 0.05145137116778642, "loss_rpn_cls": 0.0013370242527912524, "loss_rpn_loc": 0.002971920843265252, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387409834656864, "total_loss": 0.07245962780928039}
{"data_time": 0.0036363229155540466, "eta_seconds": 106508.86538188555, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4852941176470588, "fast_rcnn/fg_cls_accuracy": 0.5147058823529411, "iteration": 42619, "loss_box_reg": 0.013312845723703504, "loss_cls": 0.05273676151409745, "loss_rpn_cls": 0.0016458568815664876, "loss_rpn_loc": 0.0029125110668246634, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5315489198546857, "total_loss": 0.07174599353419353}
{"data_time": 0.003431627992540598, "eta_seconds": 106455.31397625804, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4852941176470588, "fast_rcnn/fg_cls_accuracy": 0.48958333333333337, "iteration": 42639, "loss_box_reg": 0.014864696771837771, "loss_cls": 0.05213954974897206, "loss_rpn_cls": 0.001599387203441438, "loss_rpn_loc": 0.004396916821860941, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5363099619280547, "total_loss": 0.0752236432973632}
{"data_time": 0.003545487765222788, "eta_seconds": 106444.52609881759, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.40778533635676495, "fast_rcnn/fg_cls_accuracy": 0.582010582010582, "iteration": 42659, "loss_box_reg": 0.01359469530871138, "loss_cls": 0.05117504426743835, "loss_rpn_cls": 0.001293144521469003, "loss_rpn_loc": 0.004206244138913462, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433257622644305, "total_loss": 0.07077682675890173}
{"data_time": 0.0034059262834489346, "eta_seconds": 106420.29676871095, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3642697881828316, "fast_rcnn/fg_cls_accuracy": 0.6357302118171684, "iteration": 42679, "loss_box_reg": 0.014077340019866824, "loss_cls": 0.04878759221173823, "loss_rpn_cls": 0.0015944891695198748, "loss_rpn_loc": 0.0033705634632497095, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5362479914911091, "total_loss": 0.06819713797062832}
{"data_time": 0.003695620456710458, "eta_seconds": 106399.29650719953, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4403820816864295, "fast_rcnn/fg_cls_accuracy": 0.5596179183135706, "iteration": 42699, "loss_box_reg": 0.014522943529300392, "loss_cls": 0.049669971340335906, "loss_rpn_cls": 0.001621540861037829, "loss_rpn_loc": 0.0026963171821989818, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351817265618593, "total_loss": 0.07128043588068067}
{"data_time": 0.0037535815499722958, "eta_seconds": 106352.94106125413, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4493023255813954, "fast_rcnn/fg_cls_accuracy": 0.5506976744186047, "iteration": 42719, "loss_box_reg": 0.014514481415972114, "loss_cls": 0.0489860899397172, "loss_rpn_cls": 0.0012672249443994588, "loss_rpn_loc": 0.0033554008332430385, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5280128584709018, "total_loss": 0.06812895130042307}
{"data_time": 0.00359351490624249, "eta_seconds": 106399.07803099067, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4548913043478261, "fast_rcnn/fg_cls_accuracy": 0.5451086956521739, "iteration": 42739, "loss_box_reg": 0.013722197443712503, "loss_cls": 0.05164385633543134, "loss_rpn_cls": 0.0010420622147648828, "loss_rpn_loc": 0.0031000239632703597, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5445804633200169, "total_loss": 0.07258771840020017}
{"data_time": 0.003285940969362855, "eta_seconds": 106360.50233919779, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.40442427680090753, "fast_rcnn/fg_cls_accuracy": 0.5465116279069767, "iteration": 42759, "loss_box_reg": 0.014626471616793424, "loss_cls": 0.0519012191798538, "loss_rpn_cls": 0.0014263028742789174, "loss_rpn_loc": 0.003690644214657368, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5446100756525993, "total_loss": 0.07321052418001273}
{"data_time": 0.0035589386243373156, "eta_seconds": 106377.50274179899, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3617886178861789, "fast_rcnn/fg_cls_accuracy": 0.6072036301758366, "iteration": 42779, "loss_box_reg": 0.014169049449265003, "loss_cls": 0.05116916022961959, "loss_rpn_cls": 0.0008188373712982866, "loss_rpn_loc": 0.003610903258959297, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436605378054082, "total_loss": 0.07260782586990899}
{"data_time": 0.0035514661576598883, "eta_seconds": 106366.71509720315, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38038793103448276, "fast_rcnn/fg_cls_accuracy": 0.6196120689655172, "iteration": 42799, "loss_box_reg": 0.014002385491039604, "loss_cls": 0.051056609372608364, "loss_rpn_cls": 0.001400799377279327, "loss_rpn_loc": 0.0031928496464388445, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5379974709358066, "total_loss": 0.07027862913832905}
{"data_time": 0.0037057979498058558, "eta_seconds": 106279.68411827367, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.47619047619047616, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 42819, "loss_box_reg": 0.01428344362648204, "loss_cls": 0.05116226966492832, "loss_rpn_cls": 0.0016734489670398034, "loss_rpn_loc": 0.0036003862624056637, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5351910574827343, "total_loss": 0.07187391438981194}
{"data_time": 0.0038383963983505964, "eta_seconds": 106268.90420701262, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.37444444444444447, "fast_rcnn/fg_cls_accuracy": 0.6255555555555556, "iteration": 42839, "loss_box_reg": 0.01411833567544818, "loss_cls": 0.052051818231120706, "loss_rpn_cls": 0.0018448951061600383, "loss_rpn_loc": 0.0029403892549453303, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449164852034301, "total_loss": 0.07129502955922362}
{"data_time": 0.0036772992461919785, "eta_seconds": 106277.4679455026, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.403125, "fast_rcnn/fg_cls_accuracy": 0.596875, "iteration": 42859, "loss_box_reg": 0.014303577481769025, "loss_cls": 0.050163633888587356, "loss_rpn_cls": 0.0009938124135260296, "loss_rpn_loc": 0.0035690867007360794, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539827783126384, "total_loss": 0.07273563991998344}
{"data_time": 0.0036883687134832144, "eta_seconds": 106266.68607182382, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4122946475887652, "fast_rcnn/fg_cls_accuracy": 0.5877053524112348, "iteration": 42879, "loss_box_reg": 0.015435564564540982, "loss_cls": 0.049030261230655015, "loss_rpn_cls": 0.001284486369456772, "loss_rpn_loc": 0.003079732556216186, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5357349021360278, "total_loss": 0.07057572481528496}
{"data_time": 0.00357709638774395, "eta_seconds": 106312.77687422396, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4875, "fast_rcnn/fg_cls_accuracy": 0.5125, "iteration": 42899, "loss_box_reg": 0.01377200533170253, "loss_cls": 0.051838537270668894, "loss_rpn_cls": 0.001546016659290217, "loss_rpn_loc": 0.0035424510060693137, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5424668504856527, "total_loss": 0.07278792003535273}
{"data_time": 0.0036805327981710434, "eta_seconds": 106346.98222385836, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3602150537634409, "fast_rcnn/fg_cls_accuracy": 0.6397849462365591, "iteration": 42919, "loss_box_reg": 0.01376253186026588, "loss_cls": 0.05084836087189615, "loss_rpn_cls": 0.0014125306958305828, "loss_rpn_loc": 0.003493204898404656, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5443268325179815, "total_loss": 0.07405128036992892}
{"data_time": 0.003963120747357607, "eta_seconds": 106291.20158503228, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.6282894736842105, "fast_rcnn/fg_cls_accuracy": 0.3717105263157895, "iteration": 42939, "loss_box_reg": 0.014562473399564624, "loss_cls": 0.051702703087357804, "loss_rpn_cls": 0.001443810372165899, "loss_rpn_loc": 0.003534142415446695, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5307677919045091, "total_loss": 0.0721060794433015}
{"data_time": 0.003588429419323802, "eta_seconds": 106306.24788675178, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39338235294117646, "fast_rcnn/fg_cls_accuracy": 0.6066176470588236, "iteration": 42959, "loss_box_reg": 0.014173507282976061, "loss_cls": 0.04935257066972554, "loss_rpn_cls": 0.001112628521809711, "loss_rpn_loc": 0.0027795505557151046, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5508119175210595, "total_loss": 0.07069797356257368}
{"data_time": 0.0038711403030902147, "eta_seconds": 106295.45761996601, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.45227272727272727, "fast_rcnn/fg_cls_accuracy": 0.5340909090909091, "iteration": 42979, "loss_box_reg": 0.013945413986220956, "loss_cls": 0.048681245651096106, "loss_rpn_cls": 0.0016809417001866223, "loss_rpn_loc": 0.002657306096807588, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5425116191618145, "total_loss": 0.0697688474675715}
{"data_time": 0.0038941064849495888, "eta_seconds": 106303.81338171777, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4035567715458276, "fast_rcnn/fg_cls_accuracy": 0.5964432284541723, "iteration": 42999, "loss_box_reg": 0.013537283201003447, "loss_cls": 0.049527799943462014, "loss_rpn_cls": 0.0014794510734645883, "loss_rpn_loc": 0.003396495336346561, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5354396600741893, "total_loss": 0.07006150010545298}
{"data_time": 0.003926152130588889, "eta_seconds": 106236.72728762846, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.43071467539552644, "fast_rcnn/fg_cls_accuracy": 0.563301282051282, "iteration": 43019, "loss_box_reg": 0.015120345982722938, "loss_cls": 0.04993950796779245, "loss_rpn_cls": 0.0011536701919112602, "loss_rpn_loc": 0.0038603132852585986, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5313025531359017, "total_loss": 0.07345596910522545}
{"data_time": 0.003720975248143077, "eta_seconds": 106263.0868196087, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5125, "fast_rcnn/fg_cls_accuracy": 0.4875, "iteration": 43039, "loss_box_reg": 0.014867414138279855, "loss_cls": 0.05161676410352811, "loss_rpn_cls": 0.0019329891422330547, "loss_rpn_loc": 0.0031622056230844464, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5392710771411657, "total_loss": 0.07332184515757945}
{"data_time": 0.0035793001297861338, "eta_seconds": 106252.29655282293, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4385369532428356, "fast_rcnn/fg_cls_accuracy": 0.5614630467571644, "iteration": 43059, "loss_box_reg": 0.014466096123214811, "loss_cls": 0.05042336299084127, "loss_rpn_cls": 0.001389057719052289, "loss_rpn_loc": 0.003168476112477947, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376018311362714, "total_loss": 0.0695857074763353}
{"data_time": 0.0034749070182442665, "eta_seconds": 106214.09256504802, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.4710410557184751, "fast_rcnn/fg_cls_accuracy": 0.4743421052631579, "iteration": 43079, "loss_box_reg": 0.0137997668934986, "loss_cls": 0.05376142542809248, "loss_rpn_cls": 0.001764156381796056, "loss_rpn_loc": 0.003901423031493323, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364923924207687, "total_loss": 0.0737220774162779}
{"data_time": 0.0035262072924524546, "eta_seconds": 106203.30508249765, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5060975609756098, "fast_rcnn/fg_cls_accuracy": 0.49390243902439024, "iteration": 43099, "loss_box_reg": 0.015288345923181623, "loss_cls": 0.05250429222360253, "loss_rpn_cls": 0.0014930746202708178, "loss_rpn_loc": 0.0041839409568638075, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5340448098722845, "total_loss": 0.07460522888595733}
{"data_time": 0.003701077541336417, "eta_seconds": 106192.51759994728, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.44130067567567566, "fast_rcnn/fg_cls_accuracy": 0.5586993243243243, "iteration": 43119, "loss_box_reg": 0.013666210696101189, "loss_cls": 0.04897592414636165, "loss_rpn_cls": 0.0012239352249707736, "loss_rpn_loc": 0.0033559936346136965, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.537947355536744, "total_loss": 0.06863974644772952}
{"data_time": 0.0034595581237226725, "eta_seconds": 106181.73011739692, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3524667931688804, "fast_rcnn/fg_cls_accuracy": 0.6173341677096371, "iteration": 43139, "loss_box_reg": 0.013210861012339592, "loss_cls": 0.05000678263604641, "loss_rpn_cls": 0.0011759865785734291, "loss_rpn_loc": 0.0036123270947427955, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5419895867817104, "total_loss": 0.06940231378331418}
{"data_time": 0.0036923785228282213, "eta_seconds": 106115.73984032078, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5192307692307692, "fast_rcnn/fg_cls_accuracy": 0.4807692307692308, "iteration": 43159, "loss_box_reg": 0.014585934637580067, "loss_cls": 0.05223187216324732, "loss_rpn_cls": 0.0011675128670276536, "loss_rpn_loc": 0.0029417662699415814, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5360237597487867, "total_loss": 0.07158833543495291}
{"data_time": 0.003562481375411153, "eta_seconds": 106127.59062930127, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4216374269005848, "fast_rcnn/fg_cls_accuracy": 0.5783625730994152, "iteration": 43179, "loss_box_reg": 0.014020696515217423, "loss_cls": 0.050640084722545, "loss_rpn_cls": 0.0014810179942514878, "loss_rpn_loc": 0.0034529021140770055, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.544740594457835, "total_loss": 0.07210323693016107}
{"data_time": 0.003873259760439396, "eta_seconds": 106084.00156416325, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 43199, "loss_box_reg": 0.014977526559960097, "loss_cls": 0.053135784808546305, "loss_rpn_cls": 0.0017585757419738002, "loss_rpn_loc": 0.0035322841213201173, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5365477399900556, "total_loss": 0.07359069091802439}
{"data_time": 0.0036671387497335672, "eta_seconds": 106083.39421928441, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.41919191919191917, "fast_rcnn/fg_cls_accuracy": 0.5808080808080809, "iteration": 43219, "loss_box_reg": 0.014399364124983549, "loss_cls": 0.052273717476055026, "loss_rpn_cls": 0.0015407379418661549, "loss_rpn_loc": 0.005169983802261413, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5438676027115434, "total_loss": 0.07375915265038202}
{"data_time": 0.0036994509864598513, "eta_seconds": 106062.43988478882, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.48333333333333334, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 43239, "loss_box_reg": 0.014440830040257424, "loss_cls": 0.05395813996437937, "loss_rpn_cls": 0.0014919044876933185, "loss_rpn_loc": 0.0029371642449405044, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361234555020928, "total_loss": 0.07314227832353026}
{"data_time": 0.0035435960162431, "eta_seconds": 106061.83047192683, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3615301724137931, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 43259, "loss_box_reg": 0.014282388612627983, "loss_cls": 0.04995404463261366, "loss_rpn_cls": 0.0011013378480129177, "loss_rpn_loc": 0.003790311464399565, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375271923840046, "total_loss": 0.06975500090129572}
{"data_time": 0.0036920164711773396, "eta_seconds": 106020.59957397985, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3851851851851852, "fast_rcnn/fg_cls_accuracy": 0.6148148148148148, "iteration": 43279, "loss_box_reg": 0.014054589410079643, "loss_cls": 0.05056571587920189, "loss_rpn_cls": 0.0011233591839641122, "loss_rpn_loc": 0.0029556968802353367, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5346530626993626, "total_loss": 0.06976447650890805}
{"data_time": 0.003648419864475727, "eta_seconds": 106020.96624800842, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.41566566566566565, "fast_rcnn/fg_cls_accuracy": 0.5618686868686869, "iteration": 43299, "loss_box_reg": 0.013924030296038836, "loss_cls": 0.05320903047686443, "loss_rpn_cls": 0.0010359178293128934, "loss_rpn_loc": 0.0032134994835359976, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5342135140672326, "total_loss": 0.07388130237268342}
{"data_time": 0.0036391415633261204, "eta_seconds": 106025.01097662491, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3421602787456446, "fast_rcnn/fg_cls_accuracy": 0.6578397212543554, "iteration": 43319, "loss_box_reg": 0.013741398986894637, "loss_cls": 0.049973291577771306, "loss_rpn_cls": 0.0014553102647028027, "loss_rpn_loc": 0.0035676543484441936, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541369152488187, "total_loss": 0.0712171306088294}
{"data_time": 0.003490627743303776, "eta_seconds": 106014.22955788323, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39588452088452086, "fast_rcnn/fg_cls_accuracy": 0.6041154791154791, "iteration": 43339, "loss_box_reg": 0.014131375442957506, "loss_cls": 0.05331785976886749, "loss_rpn_cls": 0.0011391803400329081, "loss_rpn_loc": 0.003653578991361428, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5394466973375529, "total_loss": 0.07473700491232194}
{"data_time": 0.0036252643913030624, "eta_seconds": 105997.75484666554, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2998366013071896, "fast_rcnn/fg_cls_accuracy": 0.7001633986928104, "iteration": 43359, "loss_box_reg": 0.01323605899233371, "loss_cls": 0.049484952352941036, "loss_rpn_cls": 0.0012803244649148837, "loss_rpn_loc": 0.003351544615725288, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5330714527517557, "total_loss": 0.0684541550308495}
{"data_time": 0.0036967056803405285, "eta_seconds": 105992.66672039987, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35053981106612686, "fast_rcnn/fg_cls_accuracy": 0.6330128205128205, "iteration": 43379, "loss_box_reg": 0.013689778046682477, "loss_cls": 0.051067462540231645, "loss_rpn_cls": 0.0011817965246336826, "loss_rpn_loc": 0.003923692373064114, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5439392980188131, "total_loss": 0.06946768019088267}
{"data_time": 0.003643421921879053, "eta_seconds": 106055.76014326024, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39313725490196083, "fast_rcnn/fg_cls_accuracy": 0.5627450980392157, "iteration": 43399, "loss_box_reg": 0.01450300042051822, "loss_cls": 0.0498069804161787, "loss_rpn_cls": 0.0010816795416417335, "loss_rpn_loc": 0.003737747698323801, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5451275783125311, "total_loss": 0.06927650633815574}
{"data_time": 0.0035838568583130836, "eta_seconds": 105998.18054729258, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3514285714285714, "fast_rcnn/fg_cls_accuracy": 0.6485714285714286, "iteration": 43419, "loss_box_reg": 0.014341623289510608, "loss_cls": 0.048414198914542794, "loss_rpn_cls": 0.0011728208515791039, "loss_rpn_loc": 0.002756232912361156, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.530437764711678, "total_loss": 0.06748558987078468}
{"data_time": 0.0036207628436386585, "eta_seconds": 106014.77997803409, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.5352272727272727, "fast_rcnn/fg_cls_accuracy": 0.459830866807611, "iteration": 43439, "loss_box_reg": 0.013817973143886775, "loss_cls": 0.05409158649854362, "loss_rpn_cls": 0.001816759011717295, "loss_rpn_loc": 0.003988032680354081, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5398949056398124, "total_loss": 0.07596939460631802}
{"data_time": 0.0035772554110735655, "eta_seconds": 106021.00774108688, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46153846153846156, "fast_rcnn/fg_cls_accuracy": 0.5384615384615384, "iteration": 43459, "loss_box_reg": 0.014139940147288144, "loss_cls": 0.05022123723756522, "loss_rpn_cls": 0.0015509438811704968, "loss_rpn_loc": 0.002945482065115357, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5361648700200021, "total_loss": 0.06842932728073947}
{"data_time": 0.0033341345842927694, "eta_seconds": 105923.94704665896, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3566137566137566, "fast_rcnn/fg_cls_accuracy": 0.5980769230769231, "iteration": 43479, "loss_box_reg": 0.014354814833495766, "loss_cls": 0.05148693756200373, "loss_rpn_cls": 0.0013454098605052422, "loss_rpn_loc": 0.003098402979958337, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5371218870859593, "total_loss": 0.07159267275687853}
{"data_time": 0.003763926913961768, "eta_seconds": 105894.918573078, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4154040404040404, "fast_rcnn/fg_cls_accuracy": 0.5845959595959596, "iteration": 43499, "loss_box_reg": 0.015295378456357867, "loss_cls": 0.05116920976433903, "loss_rpn_cls": 0.0021948322334992554, "loss_rpn_loc": 0.0040943026142485905, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5385629930533469, "total_loss": 0.07356768198701502}
{"data_time": 0.0036104817409068346, "eta_seconds": 105902.38722413685, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3050595238095238, "fast_rcnn/fg_cls_accuracy": 0.6949404761904763, "iteration": 43519, "loss_box_reg": 0.013854417309630662, "loss_cls": 0.049269273644313216, "loss_rpn_cls": 0.0009842410668170487, "loss_rpn_loc": 0.0035646297292259987, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367554391268641, "total_loss": 0.07089671224684935}
{"data_time": 0.0036694700829684734, "eta_seconds": 105848.0094718826, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5285412262156448, "fast_rcnn/fg_cls_accuracy": 0.4714587737843552, "iteration": 43539, "loss_box_reg": 0.013257938262540847, "loss_cls": 0.05234907427802682, "loss_rpn_cls": 0.001758062510361924, "loss_rpn_loc": 0.0030081951190368272, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350773993413895, "total_loss": 0.06986158408039955}
{"data_time": 0.003639081958681345, "eta_seconds": 105815.17984130513, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5795865633074935, "fast_rcnn/fg_cls_accuracy": 0.41300602928509905, "iteration": 43559, "loss_box_reg": 0.014039187284652144, "loss_cls": 0.05078174138907343, "loss_rpn_cls": 0.0010535010833336855, "loss_rpn_loc": 0.0031189241526590195, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5394527248572558, "total_loss": 0.0706235777593065}
{"data_time": 0.0035439240746200085, "eta_seconds": 105782.9575516088, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4754784688995215, "fast_rcnn/fg_cls_accuracy": 0.5245215311004785, "iteration": 43579, "loss_box_reg": 0.013814316305797547, "loss_cls": 0.05301749287173152, "loss_rpn_cls": 0.0016279058235681987, "loss_rpn_loc": 0.0028552813710120972, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353563770186156, "total_loss": 0.0721189438172587}
{"data_time": 0.003859025426208973, "eta_seconds": 105772.18650802877, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3954714640198511, "fast_rcnn/fg_cls_accuracy": 0.6045285359801489, "iteration": 43599, "loss_box_reg": 0.014539412513840944, "loss_cls": 0.05034790013451129, "loss_rpn_cls": 0.00114615891163794, "loss_rpn_loc": 0.003373663577804109, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5409126484300941, "total_loss": 0.06951049655867791}
{"data_time": 0.0036071743816137314, "eta_seconds": 105779.28407679615, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2827949901120633, "fast_rcnn/fg_cls_accuracy": 0.6840354767184036, "iteration": 43619, "loss_box_reg": 0.01373425021301955, "loss_cls": 0.05077469552634284, "loss_rpn_cls": 0.0020078782363270875, "loss_rpn_loc": 0.003988422067777719, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5415052098687738, "total_loss": 0.07072804227675533}
{"data_time": 0.003552408190444112, "eta_seconds": 105772.08693103027, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 43639, "loss_box_reg": 0.014687540999148041, "loss_cls": 0.05042869265889749, "loss_rpn_cls": 0.0009989425851699707, "loss_rpn_loc": 0.004076246128533967, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389873052481562, "total_loss": 0.0697183770198535}
{"data_time": 0.00366093497723341, "eta_seconds": 105739.87337728869, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30536130536130535, "fast_rcnn/fg_cls_accuracy": 0.6946386946386947, "iteration": 43659, "loss_box_reg": 0.01346812112024054, "loss_cls": 0.05399988516001031, "loss_rpn_cls": 0.0012926431326718557, "loss_rpn_loc": 0.003320453812193591, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352609348483384, "total_loss": 0.07065929516500091}
{"data_time": 0.003743854584172368, "eta_seconds": 105729.10233370867, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.37782076079948423, "fast_rcnn/fg_cls_accuracy": 0.6221792392005159, "iteration": 43679, "loss_box_reg": 0.013532676472095773, "loss_cls": 0.0528445664094761, "loss_rpn_cls": 0.0009045105496170436, "loss_rpn_loc": 0.0039371584134642035, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5382306510582566, "total_loss": 0.07436224103742006}
{"data_time": 0.003512135474011302, "eta_seconds": 105718.33129012864, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4238095238095238, "fast_rcnn/fg_cls_accuracy": 0.5761904761904761, "iteration": 43699, "loss_box_reg": 0.014576894987840205, "loss_cls": 0.052777802338823676, "loss_rpn_cls": 0.0012349154293360698, "loss_rpn_loc": 0.0036246800336812157, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5384031522553414, "total_loss": 0.07501048794176768}
{"data_time": 0.0036956965923309326, "eta_seconds": 105715.32032866962, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.333128078817734, "fast_rcnn/fg_cls_accuracy": 0.666871921182266, "iteration": 43719, "loss_box_reg": 0.01338130864314735, "loss_cls": 0.048986494075506926, "loss_rpn_cls": 0.0014283140382076454, "loss_rpn_loc": 0.003453284087299835, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5373172061517835, "total_loss": 0.06939698118048909}
{"data_time": 0.003644052427262068, "eta_seconds": 105611.3370612415, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3950428396572827, "fast_rcnn/fg_cls_accuracy": 0.6049571603427173, "iteration": 43739, "loss_box_reg": 0.013266733090858907, "loss_cls": 0.04992877156473696, "loss_rpn_cls": 0.001421424286149886, "loss_rpn_loc": 0.0028506729286164045, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5362016132567078, "total_loss": 0.0691072266631636}
{"data_time": 0.0038128045853227377, "eta_seconds": 105614.1935892473, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.37747035573122534, "fast_rcnn/fg_cls_accuracy": 0.6225296442687747, "iteration": 43759, "loss_box_reg": 0.01395975612103939, "loss_cls": 0.050336671876721084, "loss_rpn_cls": 0.0015719804512173141, "loss_rpn_loc": 0.003821186095592566, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5439683496952057, "total_loss": 0.07212771080935454}
{"data_time": 0.003525009611621499, "eta_seconds": 105603.42986570438, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.45833333333333337, "fast_rcnn/fg_cls_accuracy": 0.5238095238095238, "iteration": 43779, "loss_box_reg": 0.014760109886992723, "loss_cls": 0.04975386383011937, "loss_rpn_cls": 0.001450519942864048, "loss_rpn_loc": 0.003324295401398558, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5397719326429069, "total_loss": 0.07233752987576736}
{"data_time": 0.0035245749168097973, "eta_seconds": 105574.04709650367, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2543041606886657, "fast_rcnn/fg_cls_accuracy": 0.7187108886107635, "iteration": 43799, "loss_box_reg": 0.014919307664968073, "loss_cls": 0.050215309020131826, "loss_rpn_cls": 0.0013489270867239611, "loss_rpn_loc": 0.003294566813565325, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5296105383895338, "total_loss": 0.07111346177430278}
{"data_time": 0.0036631140392273664, "eta_seconds": 105581.90241861856, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.37993138936535165, "fast_rcnn/fg_cls_accuracy": 0.6200686106346484, "iteration": 43819, "loss_box_reg": 0.01431014816625975, "loss_cls": 0.051990540348924696, "loss_rpn_cls": 0.0016587130411380713, "loss_rpn_loc": 0.0033727633199305274, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5456096874549985, "total_loss": 0.07236250412972822}
{"data_time": 0.0036368034780025482, "eta_seconds": 105557.52538339351, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.469640179910045, "fast_rcnn/fg_cls_accuracy": 0.5303598200899551, "iteration": 43839, "loss_box_reg": 0.014596475288271904, "loss_cls": 0.051992215448990464, "loss_rpn_cls": 0.0008707631830020546, "loss_rpn_loc": 0.003187804530170979, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5407832148484886, "total_loss": 0.07529387559930001}
{"data_time": 0.0036999669391661882, "eta_seconds": 105544.79258069699, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43285714285714283, "fast_rcnn/fg_cls_accuracy": 0.5132404181184669, "iteration": 43859, "loss_box_reg": 0.013509455282473937, "loss_cls": 0.04671303665963933, "loss_rpn_cls": 0.0014370570313531061, "loss_rpn_loc": 0.0035783407220151275, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385198972653598, "total_loss": 0.06551360254707106}
{"data_time": 0.0037863412871956825, "eta_seconds": 105549.61124798981, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43977272727272726, "fast_rcnn/fg_cls_accuracy": 0.5227272727272727, "iteration": 43879, "loss_box_reg": 0.014557250717189163, "loss_cls": 0.04851861670613289, "loss_rpn_cls": 0.0018077428533160855, "loss_rpn_loc": 0.002910041090217419, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5424743315670639, "total_loss": 0.06849331742432696}
{"data_time": 0.00368942110799253, "eta_seconds": 105538.8475244469, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.46170921198668147, "fast_rcnn/fg_cls_accuracy": 0.5266106442577031, "iteration": 43899, "loss_box_reg": 0.013610878610052168, "loss_cls": 0.05080208118306473, "loss_rpn_cls": 0.001447227623884828, "loss_rpn_loc": 0.0031674188176111784, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5404125868808478, "total_loss": 0.07192856870597097}
{"data_time": 0.003912042360752821, "eta_seconds": 105514.47604111512, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3977272727272727, "fast_rcnn/fg_cls_accuracy": 0.6022727272727273, "iteration": 43919, "loss_box_reg": 0.014017801528098062, "loss_cls": 0.05137514800298959, "loss_rpn_cls": 0.0018185183987782239, "loss_rpn_loc": 0.004374817632196937, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405917349271476, "total_loss": 0.07639347285780218}
{"data_time": 0.0034792283549904823, "eta_seconds": 105581.41849829536, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42784552845528456, "fast_rcnn/fg_cls_accuracy": 0.5721544715447155, "iteration": 43939, "loss_box_reg": 0.013974003086332232, "loss_cls": 0.05188964237459004, "loss_rpn_cls": 0.0009061809817580979, "loss_rpn_loc": 0.003175707781338133, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5332441129721701, "total_loss": 0.07019950419339693}
{"data_time": 0.003730303840711713, "eta_seconds": 105586.05831717141, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4197568389057751, "fast_rcnn/fg_cls_accuracy": 0.5628324468085106, "iteration": 43959, "loss_box_reg": 0.014119569561444223, "loss_cls": 0.05294210487045348, "loss_rpn_cls": 0.0009288223124030992, "loss_rpn_loc": 0.003647704485047143, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 248.5, "rpn/num_pos_anchors": 7.5, "time": 0.5414593110326678, "total_loss": 0.07304752000524672}
{"data_time": 0.0036212685517966747, "eta_seconds": 105581.66184631852, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3027777777777778, "fast_rcnn/fg_cls_accuracy": 0.6972222222222222, "iteration": 43979, "loss_box_reg": 0.014854937850032002, "loss_cls": 0.05259534902870655, "loss_rpn_cls": 0.001229453959467719, "loss_rpn_loc": 0.0030361504832399078, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5429410932119936, "total_loss": 0.07162290104383828}
{"data_time": 0.0035994634963572025, "eta_seconds": 105574.59967275918, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6058970099667773, "iteration": 43999, "loss_box_reg": 0.013718895614147186, "loss_cls": 0.05173340381588787, "loss_rpn_cls": 0.001248289474062858, "loss_rpn_loc": 0.004002633886557305, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385012263432145, "total_loss": 0.07341821391935355}
{"data_time": 0.003606413723900914, "eta_seconds": 105613.37834741129, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3508771929824561, "fast_rcnn/fg_cls_accuracy": 0.5933652530779754, "iteration": 44019, "loss_box_reg": 0.013249897863715887, "loss_cls": 0.05002538504777476, "loss_rpn_cls": 0.001432131719809604, "loss_rpn_loc": 0.003338199396239361, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5396622365806252, "total_loss": 0.070641471981844}
{"data_time": 0.003452641423791647, "eta_seconds": 105602.60042727133, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2838827838827839, "fast_rcnn/fg_cls_accuracy": 0.7161172161172161, "iteration": 44039, "loss_box_reg": 0.01357125153299421, "loss_cls": 0.051733424072153866, "loss_rpn_cls": 0.0013970142304060573, "loss_rpn_loc": 0.0031126042449614033, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401955933775753, "total_loss": 0.06919707697670674}
{"data_time": 0.003837058087810874, "eta_seconds": 105620.6361357104, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4881412024269167, "fast_rcnn/fg_cls_accuracy": 0.5118587975730833, "iteration": 44059, "loss_box_reg": 0.014264245925005525, "loss_cls": 0.04786166164558381, "loss_rpn_cls": 0.0017489461506556836, "loss_rpn_loc": 0.0039506562243332155, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5451067225076258, "total_loss": 0.07023877413172386}
{"data_time": 0.0038153829518705606, "eta_seconds": 105600.17501561483, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.4354609929078014, "fast_rcnn/fg_cls_accuracy": 0.5645390070921985, "iteration": 44079, "loss_box_reg": 0.015122441662242636, "loss_cls": 0.053004127577878535, "loss_rpn_cls": 0.0011843349393529934, "loss_rpn_loc": 0.0031468030683754478, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5319957858882844, "total_loss": 0.07314290130693735}
{"data_time": 0.004210835788398981, "eta_seconds": 105599.0744133275, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.583011583011583, "fast_rcnn/fg_cls_accuracy": 0.3766157461809636, "iteration": 44099, "loss_box_reg": 0.014971624303143471, "loss_cls": 0.05456456611864269, "loss_rpn_cls": 0.0018952861091747764, "loss_rpn_loc": 0.003624651732025086, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.540394340408966, "total_loss": 0.07444508459911958}
{"data_time": 0.003570816945284605, "eta_seconds": 105578.61526959157, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4553191489361702, "fast_rcnn/fg_cls_accuracy": 0.5363475177304965, "iteration": 44119, "loss_box_reg": 0.01472227246267721, "loss_cls": 0.05132398923160508, "loss_rpn_cls": 0.0008266182749139261, "loss_rpn_loc": 0.0038027150512789376, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341978133656085, "total_loss": 0.07293690341907677}
{"data_time": 0.0035804726649075747, "eta_seconds": 105559.50209740642, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2926722246599386, "fast_rcnn/fg_cls_accuracy": 0.7073277753400614, "iteration": 44139, "loss_box_reg": 0.014148877002298832, "loss_cls": 0.05099655193043873, "loss_rpn_cls": 0.0016738057756811031, "loss_rpn_loc": 0.0038979115706752054, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387077913619578, "total_loss": 0.07116098196092935}
{"data_time": 0.0035519429948180914, "eta_seconds": 105559.62874343037, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.45445344129554655, "fast_rcnn/fg_cls_accuracy": 0.5253283302063789, "iteration": 44159, "loss_box_reg": 0.014867534104268998, "loss_cls": 0.049579541955608875, "loss_rpn_cls": 0.0013016396642342443, "loss_rpn_loc": 0.0030697100555698853, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395249836146832, "total_loss": 0.07038924947710257}
{"data_time": 0.0035302487667649984, "eta_seconds": 105546.27565055666, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3871058558558559, "fast_rcnn/fg_cls_accuracy": 0.5989583333333333, "iteration": 44179, "loss_box_reg": 0.013706349243875593, "loss_cls": 0.04944434342905879, "loss_rpn_cls": 0.0013280219155831219, "loss_rpn_loc": 0.0032469573998241685, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5410153707489371, "total_loss": 0.06770670134039847}
{"data_time": 0.003645168384537101, "eta_seconds": 105535.49577754503, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43972972972972973, "fast_rcnn/fg_cls_accuracy": 0.5602702702702702, "iteration": 44199, "loss_box_reg": 0.014416150166653097, "loss_cls": 0.0510635957471095, "loss_rpn_cls": 0.0014112482828920747, "loss_rpn_loc": 0.0036804470510105602, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5372492235619575, "total_loss": 0.07236286470345021}
{"data_time": 0.0034505752846598625, "eta_seconds": 105535.84232148924, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32085561497326204, "fast_rcnn/fg_cls_accuracy": 0.679144385026738, "iteration": 44219, "loss_box_reg": 0.014238760282751173, "loss_cls": 0.04886650643311441, "loss_rpn_cls": 0.001446906884893906, "loss_rpn_loc": 0.004115590396395419, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5453950434457511, "total_loss": 0.0707271292662881}
{"data_time": 0.003661129157990217, "eta_seconds": 105513.93603152176, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.38541666666666663, "fast_rcnn/fg_cls_accuracy": 0.6145833333333333, "iteration": 44239, "loss_box_reg": 0.013571161543950438, "loss_cls": 0.0514897764660418, "loss_rpn_cls": 0.0018489441993096989, "loss_rpn_loc": 0.00384850025511696, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536483250092715, "total_loss": 0.07221370258002935}
{"data_time": 0.0037342929281294346, "eta_seconds": 105505.72806443903, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4373015873015873, "fast_rcnn/fg_cls_accuracy": 0.5626984126984127, "iteration": 44259, "loss_box_reg": 0.014386228227522224, "loss_cls": 0.05620207963511348, "loss_rpn_cls": 0.001440404213894908, "loss_rpn_loc": 0.003604941208322998, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437441244721413, "total_loss": 0.07838319405647098}
{"data_time": 0.0038341504987329245, "eta_seconds": 105530.12589056324, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4657498702646601, "fast_rcnn/fg_cls_accuracy": 0.5342501297353399, "iteration": 44279, "loss_box_reg": 0.013911078276578337, "loss_cls": 0.0547629605862312, "loss_rpn_cls": 0.001127637694708028, "loss_rpn_loc": 0.004054259767144686, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.543769299518317, "total_loss": 0.07315942158564326}
{"data_time": 0.0037479992024600506, "eta_seconds": 105548.09684768762, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.376984126984127, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 44299, "loss_box_reg": 0.014765887754037976, "loss_cls": 0.05247466667788103, "loss_rpn_cls": 0.0014660048145742621, "loss_rpn_loc": 0.004484297573071672, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.542030663928017, "total_loss": 0.07181662285506718}
{"data_time": 0.003612709930166602, "eta_seconds": 105507.37171434914, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.43050193050193053, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 44319, "loss_box_reg": 0.014837352384347469, "loss_cls": 0.05206366581842303, "loss_rpn_cls": 0.001266455150357615, "loss_rpn_loc": 0.002674563658729312, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405424679629505, "total_loss": 0.06999106891095153}
{"data_time": 0.0033779109362512827, "eta_seconds": 105460.0366664636, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3765182186234818, "fast_rcnn/fg_cls_accuracy": 0.6234817813765182, "iteration": 44339, "loss_box_reg": 0.013349369575735182, "loss_cls": 0.050833419896662235, "loss_rpn_cls": 0.0012408703166784107, "loss_rpn_loc": 0.003602314664021833, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360839611385018, "total_loss": 0.06968675366988464}
{"data_time": 0.0035082814283668995, "eta_seconds": 105460.37525407714, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4220303506017792, "fast_rcnn/fg_cls_accuracy": 0.5779696493982208, "iteration": 44359, "loss_box_reg": 0.01431415305705741, "loss_cls": 0.04890512116253376, "loss_rpn_cls": 0.0016023977723307326, "loss_rpn_loc": 0.003690897316118935, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5436514487955719, "total_loss": 0.0707407148548782}
{"data_time": 0.0037879140581935644, "eta_seconds": 105449.59424444684, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3336693548387097, "fast_rcnn/fg_cls_accuracy": 0.6663306451612903, "iteration": 44379, "loss_box_reg": 0.01508569359430112, "loss_cls": 0.04871782299596816, "loss_rpn_cls": 0.0014267206427120982, "loss_rpn_loc": 0.004054666194861056, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419682280626148, "total_loss": 0.07186037523797495}
{"data_time": 0.003709687851369381, "eta_seconds": 105438.81323481654, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36704545454545456, "fast_rcnn/fg_cls_accuracy": 0.6329545454545455, "iteration": 44399, "loss_box_reg": 0.013359423843212426, "loss_cls": 0.05213493498740718, "loss_rpn_cls": 0.0013404120076927484, "loss_rpn_loc": 0.003390033518371638, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5402162740938365, "total_loss": 0.07062880396097171}
{"data_time": 0.003974025370553136, "eta_seconds": 105428.03222518624, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.29331140350877194, "fast_rcnn/fg_cls_accuracy": 0.7066885964912281, "iteration": 44419, "loss_box_reg": 0.013251545082312077, "loss_cls": 0.05165723344543949, "loss_rpn_cls": 0.0016373194030165905, "loss_rpn_loc": 0.0026754650207294617, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368507311213762, "total_loss": 0.0704521219192884}
{"data_time": 0.004039410967379808, "eta_seconds": 105417.25121555594, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.540169133192389, "fast_rcnn/fg_cls_accuracy": 0.4356060606060606, "iteration": 44439, "loss_box_reg": 0.013086935505270958, "loss_cls": 0.05017477786168456, "loss_rpn_cls": 0.0011859767769237806, "loss_rpn_loc": 0.004063513577420963, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391710430849344, "total_loss": 0.07009776267250345}
{"data_time": 0.003391571342945099, "eta_seconds": 105461.80349458451, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3502943650126157, "fast_rcnn/fg_cls_accuracy": 0.6469833119383825, "iteration": 44459, "loss_box_reg": 0.013631990004796535, "loss_cls": 0.05178654915653169, "loss_rpn_cls": 0.0017213313464026214, "loss_rpn_loc": 0.0030925705286790617, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5413202517665923, "total_loss": 0.07194730522382997}
{"data_time": 0.003612038679420948, "eta_seconds": 105481.82884799317, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3369186046511628, "fast_rcnn/fg_cls_accuracy": 0.6630813953488373, "iteration": 44479, "loss_box_reg": 0.013987559912493452, "loss_cls": 0.0503842540201731, "loss_rpn_cls": 0.0011884212058248522, "loss_rpn_loc": 0.003252013870223891, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5393342638853937, "total_loss": 0.07007725919106633}
{"data_time": 0.0035966059658676386, "eta_seconds": 105471.03902706876, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43813131313131315, "fast_rcnn/fg_cls_accuracy": 0.5618686868686869, "iteration": 44499, "loss_box_reg": 0.013005820044782013, "loss_cls": 0.05040568998083472, "loss_rpn_cls": 0.001255565333622144, "loss_rpn_loc": 0.002912164563895203, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360102565027773, "total_loss": 0.06709596278471963}
{"data_time": 0.0038078189827501774, "eta_seconds": 105470.67622842616, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4330357142857143, "fast_rcnn/fg_cls_accuracy": 0.5669642857142857, "iteration": 44519, "loss_box_reg": 0.014758196630282328, "loss_cls": 0.05172916012816131, "loss_rpn_cls": 0.0016940985625524263, "loss_rpn_loc": 0.004478945324080996, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406566841993481, "total_loss": 0.07684320976454728}
{"data_time": 0.003875158494338393, "eta_seconds": 105464.99594523874, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44494047619047616, "fast_rcnn/fg_cls_accuracy": 0.5338095238095238, "iteration": 44539, "loss_box_reg": 0.014543942757882178, "loss_cls": 0.05102514009922743, "loss_rpn_cls": 0.0015167699943958723, "loss_rpn_loc": 0.003119228596915491, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331284624990076, "total_loss": 0.0723515210770529}
{"data_time": 0.003862407524138689, "eta_seconds": 105479.86347125564, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2753737214791503, "fast_rcnn/fg_cls_accuracy": 0.7246262785208497, "iteration": 44559, "loss_box_reg": 0.013048175256699324, "loss_cls": 0.04790125181898475, "loss_rpn_cls": 0.0010963498533556049, "loss_rpn_loc": 0.0038541955254913773, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5441522079054266, "total_loss": 0.06607238822459749}
{"data_time": 0.004251140868291259, "eta_seconds": 105503.11526276357, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6754385964912281, "iteration": 44579, "loss_box_reg": 0.014623472932726145, "loss_cls": 0.055310623662080616, "loss_rpn_cls": 0.0011019762278010603, "loss_rpn_loc": 0.004350956060079625, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5433782082982361, "total_loss": 0.07545711508407749}
{"data_time": 0.0035400204360485077, "eta_seconds": 105471.97541035665, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4449275362318841, "fast_rcnn/fg_cls_accuracy": 0.5550724637681159, "iteration": 44599, "loss_box_reg": 0.013540490414015949, "loss_cls": 0.04766215931158513, "loss_rpn_cls": 0.0007945808906697494, "loss_rpn_loc": 0.004021284919872414, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5359288915060461, "total_loss": 0.06696902278588368}
{"data_time": 0.003711441531777382, "eta_seconds": 105454.10412326292, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3611111111111111, "fast_rcnn/fg_cls_accuracy": 0.6203703703703705, "iteration": 44619, "loss_box_reg": 0.013546092202886939, "loss_cls": 0.0491978979553096, "loss_rpn_cls": 0.0014378376712329555, "loss_rpn_loc": 0.0034668166408664547, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5393122115638107, "total_loss": 0.06999257218581079}
{"data_time": 0.0035824112128466368, "eta_seconds": 105421.98933462985, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4249471458773784, "fast_rcnn/fg_cls_accuracy": 0.5750528541226215, "iteration": 44639, "loss_box_reg": 0.014920788846211508, "loss_cls": 0.05050914874300361, "loss_rpn_cls": 0.0014707994139371294, "loss_rpn_loc": 0.0028102292781113647, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5370604493655264, "total_loss": 0.07057979036994766}
{"data_time": 0.00393705815076828, "eta_seconds": 105425.89328922052, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.42391304347826086, "fast_rcnn/fg_cls_accuracy": 0.5652173913043478, "iteration": 44659, "loss_box_reg": 0.013840180065017194, "loss_cls": 0.0524680808885023, "loss_rpn_cls": 0.0011783308286794636, "loss_rpn_loc": 0.003540543588314904, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5332805418875068, "total_loss": 0.07288407660007579}
{"data_time": 0.003761245869100094, "eta_seconds": 105415.0992528135, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37797619047619047, "fast_rcnn/fg_cls_accuracy": 0.6220238095238095, "iteration": 44679, "loss_box_reg": 0.01392578287050128, "loss_cls": 0.05342965526506305, "loss_rpn_cls": 0.0016173256060483254, "loss_rpn_loc": 0.0034818876229110174, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369978297967464, "total_loss": 0.07310613211029704}
{"data_time": 0.003690518904477358, "eta_seconds": 105417.99821709236, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.38243727598566307, "fast_rcnn/fg_cls_accuracy": 0.6175627240143369, "iteration": 44699, "loss_box_reg": 0.013079941272735596, "loss_cls": 0.04901354538742453, "loss_rpn_cls": 0.0012062225383715486, "loss_rpn_loc": 0.004149331245571375, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.539113111095503, "total_loss": 0.06846192959710606}
{"data_time": 0.003515924559906125, "eta_seconds": 105365.88345943717, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3348214285714286, "fast_rcnn/fg_cls_accuracy": 0.6414285714285715, "iteration": 44719, "loss_box_reg": 0.015037935459986329, "loss_cls": 0.05080829298822209, "loss_rpn_cls": 0.0009981569791648326, "loss_rpn_loc": 0.0029632576734002214, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.531813588924706, "total_loss": 0.07047360619791476}
{"data_time": 0.0034057730808854103, "eta_seconds": 105355.09225256508, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.27622890682318413, "fast_rcnn/fg_cls_accuracy": 0.7210771276595744, "iteration": 44739, "loss_box_reg": 0.013777968764770776, "loss_cls": 0.05179799150209874, "loss_rpn_cls": 0.0016778597855591215, "loss_rpn_loc": 0.003357984620379284, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5349248449783772, "total_loss": 0.0723349387288863}
{"data_time": 0.003628617152571678, "eta_seconds": 105363.85216008895, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3637362637362638, "fast_rcnn/fg_cls_accuracy": 0.6362637362637362, "iteration": 44759, "loss_box_reg": 0.013777757354546338, "loss_cls": 0.05114444927312434, "loss_rpn_cls": 0.0016447206236307466, "loss_rpn_loc": 0.0024974817752081435, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5448981679510325, "total_loss": 0.07155879052822911}
{"data_time": 0.003873080713674426, "eta_seconds": 105417.95749571268, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.44281045751633985, "fast_rcnn/fg_cls_accuracy": 0.5571895424836601, "iteration": 44779, "loss_box_reg": 0.013436908833682537, "loss_cls": 0.05054741137428209, "loss_rpn_cls": 0.0011594217332913104, "loss_rpn_loc": 0.0037295397305570077, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5445210486650467, "total_loss": 0.07102029668192245}
{"data_time": 0.003603937104344368, "eta_seconds": 105421.58821407636, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3261627906976744, "fast_rcnn/fg_cls_accuracy": 0.6199346405228758, "iteration": 44799, "loss_box_reg": 0.013665961741935462, "loss_cls": 0.04769196757115424, "loss_rpn_cls": 0.0013032407848498906, "loss_rpn_loc": 0.0031713326134195086, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426362624857575, "total_loss": 0.06840489551905193}
{"data_time": 0.003783355001360178, "eta_seconds": 105405.91858516214, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39477124183006534, "fast_rcnn/fg_cls_accuracy": 0.6052287581699347, "iteration": 44819, "loss_box_reg": 0.014174992742482573, "loss_cls": 0.05131122941384092, "loss_rpn_cls": 0.0013176287827718625, "loss_rpn_loc": 0.004560215566016268, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420643398538232, "total_loss": 0.07088830003618796}
{"data_time": 0.00402335450053215, "eta_seconds": 105296.03345758561, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3766891891891892, "fast_rcnn/fg_cls_accuracy": 0.6233108108108107, "iteration": 44839, "loss_box_reg": 0.013672720291651785, "loss_cls": 0.053896295838057995, "loss_rpn_cls": 0.0016390295493806661, "loss_rpn_loc": 0.0026526218898652587, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355668761767447, "total_loss": 0.0724468544695469}
{"data_time": 0.0038599250838160515, "eta_seconds": 105292.3333746877, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36046511627906974, "fast_rcnn/fg_cls_accuracy": 0.6148255813953488, "iteration": 44859, "loss_box_reg": 0.015227624448016286, "loss_cls": 0.05121909501031041, "loss_rpn_cls": 0.0010152771255889093, "loss_rpn_loc": 0.003960492555052042, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5451471235137433, "total_loss": 0.07384324228496553}
{"data_time": 0.0037454713601619005, "eta_seconds": 105274.45208969805, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.43796992481203006, "fast_rcnn/fg_cls_accuracy": 0.5334586466165414, "iteration": 44879, "loss_box_reg": 0.013007949193706736, "loss_cls": 0.05069127766182646, "loss_rpn_cls": 0.0008062255548111352, "loss_rpn_loc": 0.0030204624908947153, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5374761738348752, "total_loss": 0.07162750590021005}
{"data_time": 0.003964885603636503, "eta_seconds": 105270.75055336882, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.3307322929171669, "fast_rcnn/fg_cls_accuracy": 0.5663265306122449, "iteration": 44899, "loss_box_reg": 0.013942045741714537, "loss_cls": 0.05262117099482566, "loss_rpn_cls": 0.0011525553377396136, "loss_rpn_loc": 0.003316255533718504, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415495419874787, "total_loss": 0.0711749391198282}
{"data_time": 0.0035670327488332987, "eta_seconds": 105297.81550083566, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.33854166666666663, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 44919, "loss_box_reg": 0.014664738846477121, "loss_cls": 0.050170899950899184, "loss_rpn_cls": 0.001626501716373241, "loss_rpn_loc": 0.004544189272564836, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5478769273031503, "total_loss": 0.07149314222056091}
{"data_time": 0.003727000905200839, "eta_seconds": 105342.22975026513, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4187620889748549, "fast_rcnn/fg_cls_accuracy": 0.5705996131528046, "iteration": 44939, "loss_box_reg": 0.014128893613815308, "loss_cls": 0.049040993908420205, "loss_rpn_cls": 0.001623623199748181, "loss_rpn_loc": 0.003467350688879378, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5379527423065156, "total_loss": 0.07070563190234225}
{"data_time": 0.003746789414435625, "eta_seconds": 105238.3763213905, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4812599681020734, "fast_rcnn/fg_cls_accuracy": 0.5187400318979267, "iteration": 44959, "loss_box_reg": 0.014035420957952738, "loss_cls": 0.05185186769813299, "loss_rpn_cls": 0.0015021505269032787, "loss_rpn_loc": 0.0035864594974555075, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5297870759386569, "total_loss": 0.07086851461690458}
{"data_time": 0.0035215169191360474, "eta_seconds": 105225.5977701, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.27892287234042556, "fast_rcnn/fg_cls_accuracy": 0.7210771276595744, "iteration": 44979, "loss_box_reg": 0.014188221946824342, "loss_cls": 0.05052565457299352, "loss_rpn_cls": 0.0018527614267895842, "loss_rpn_loc": 0.003747048758668825, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5421286122873425, "total_loss": 0.07126989321818655}
{"data_time": 0.003663388779386878, "eta_seconds": 105259.1092208894, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3198269079464988, "fast_rcnn/fg_cls_accuracy": 0.6801730920535012, "iteration": 44999, "loss_box_reg": 0.013380785356275737, "loss_cls": 0.051433028536848724, "loss_rpn_cls": 0.0014194946602401615, "loss_rpn_loc": 0.00319008623046102, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5421841454226524, "total_loss": 0.07037271885451446}
{"data_time": 0.003544868901371956, "eta_seconds": 105204.01535635581, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.39849354375896695, "fast_rcnn/fg_cls_accuracy": 0.601506456241033, "iteration": 45019, "loss_box_reg": 0.014721574611030519, "loss_cls": 0.052413952304050326, "loss_rpn_cls": 0.0016854365683229844, "loss_rpn_loc": 0.0027649556832329836, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5361084064934403, "total_loss": 0.07222144656475393}
{"data_time": 0.003602414857596159, "eta_seconds": 105188.12661814783, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3431372549019608, "fast_rcnn/fg_cls_accuracy": 0.6568627450980392, "iteration": 45039, "loss_box_reg": 0.014442775573115796, "loss_cls": 0.05386007053311914, "loss_rpn_cls": 0.0015123291148029239, "loss_rpn_loc": 0.0034851718592108227, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537377990083769, "total_loss": 0.07223359785257344}
{"data_time": 0.0036207896191626787, "eta_seconds": 105170.09355992707, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4325471698113208, "fast_rcnn/fg_cls_accuracy": 0.5674528301886792, "iteration": 45059, "loss_box_reg": 0.012741263723000884, "loss_cls": 0.04993675404693931, "loss_rpn_cls": 0.0012110848440443078, "loss_rpn_loc": 0.004694751089118654, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422575990669429, "total_loss": 0.06778004644513658}
{"data_time": 0.003411732381209731, "eta_seconds": 105119.68184591387, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.303030303030303, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 45079, "loss_box_reg": 0.013955783913843334, "loss_cls": 0.048707725247368217, "loss_rpn_cls": 0.0019314705357373896, "loss_rpn_loc": 0.0034854145014833193, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5327651838306338, "total_loss": 0.06957046456807348}
{"data_time": 0.0035058024805039167, "eta_seconds": 105091.86317233345, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.423919659160073, "fast_rcnn/fg_cls_accuracy": 0.5760803408399269, "iteration": 45099, "loss_box_reg": 0.01407736138207838, "loss_cls": 0.05384099076036364, "loss_rpn_cls": 0.001810722895015715, "loss_rpn_loc": 0.003062821546336636, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5356309290509671, "total_loss": 0.0728792275538126}
{"data_time": 0.0035025461111217737, "eta_seconds": 105098.11009492842, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48863636363636365, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 45119, "loss_box_reg": 0.014285685727372766, "loss_cls": 0.05181586998514831, "loss_rpn_cls": 0.001871502440110362, "loss_rpn_loc": 0.002851017363354913, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5362539140041918, "total_loss": 0.07039595161131729}
{"data_time": 0.0035909945145249367, "eta_seconds": 105087.32421943569, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.458980044345898, "fast_rcnn/fg_cls_accuracy": 0.541019955654102, "iteration": 45139, "loss_box_reg": 0.014035347267054021, "loss_cls": 0.05056504835374653, "loss_rpn_cls": 0.0013935419019617257, "loss_rpn_loc": 0.002644579770276323, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393529285211116, "total_loss": 0.07272934871161851}
{"data_time": 0.0035740993916988373, "eta_seconds": 105076.53834394296, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4286750483558994, "fast_rcnn/fg_cls_accuracy": 0.5713249516441006, "iteration": 45159, "loss_box_reg": 0.015067152329720557, "loss_cls": 0.0524751958437264, "loss_rpn_cls": 0.0013844475290625269, "loss_rpn_loc": 0.0034190825681434944, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391398963984102, "total_loss": 0.07355535889882958}
{"data_time": 0.0034248665906488895, "eta_seconds": 105026.3117339802, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.48405797101449277, "fast_rcnn/fg_cls_accuracy": 0.5159420289855072, "iteration": 45179, "loss_box_reg": 0.014216758136171848, "loss_cls": 0.04654316732194275, "loss_rpn_cls": 0.0020647611987669734, "loss_rpn_loc": 0.003940835162211442, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5359620051458478, "total_loss": 0.06937181600858366}
{"data_time": 0.0034805077593773603, "eta_seconds": 105015.5299074077, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4780361757105943, "fast_rcnn/fg_cls_accuracy": 0.5219638242894057, "iteration": 45199, "loss_box_reg": 0.013762558461166918, "loss_cls": 0.048056240542791784, "loss_rpn_cls": 0.0010558120657151449, "loss_rpn_loc": 0.0036543039022944868, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358859598636627, "total_loss": 0.06898447087223758}
{"data_time": 0.00396034074947238, "eta_seconds": 104959.26267491234, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3421602787456446, "fast_rcnn/fg_cls_accuracy": 0.6578397212543554, "iteration": 45219, "loss_box_reg": 0.013707159727346152, "loss_cls": 0.05104046186897904, "loss_rpn_cls": 0.0012806781543304169, "loss_rpn_loc": 0.0036320919898571447, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5326754620764405, "total_loss": 0.07141517106947504}
{"data_time": 0.0038396508898586035, "eta_seconds": 104954.96650678664, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3090909090909091, "fast_rcnn/fg_cls_accuracy": 0.6477272727272727, "iteration": 45239, "loss_box_reg": 0.013944679783890024, "loss_cls": 0.04860236821696162, "loss_rpn_cls": 0.001986600799000371, "loss_rpn_loc": 0.0027677902216964867, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374088694807142, "total_loss": 0.06717041375702593}
{"data_time": 0.003914697328582406, "eta_seconds": 104912.49848343991, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4067632850241546, "fast_rcnn/fg_cls_accuracy": 0.5932367149758454, "iteration": 45259, "loss_box_reg": 0.013326753280125558, "loss_cls": 0.05125754466280341, "loss_rpn_cls": 0.0013778648453808273, "loss_rpn_loc": 0.002943492087069899, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366315881256014, "total_loss": 0.07036535893018936}
{"data_time": 0.0037390366196632385, "eta_seconds": 104881.35793948802, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4642045454545455, "fast_rcnn/fg_cls_accuracy": 0.5357954545454545, "iteration": 45279, "loss_box_reg": 0.013787384203169495, "loss_cls": 0.053756024106405675, "loss_rpn_cls": 0.0012594556487783848, "loss_rpn_loc": 0.003922951869753888, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.551121250493452, "total_loss": 0.07269095885044408}
{"data_time": 0.0036703154910355806, "eta_seconds": 104843.82241800823, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43746091307066914, "fast_rcnn/fg_cls_accuracy": 0.5625390869293309, "iteration": 45299, "loss_box_reg": 0.013531631586374715, "loss_cls": 0.05329047667328268, "loss_rpn_cls": 0.0013715811671772826, "loss_rpn_loc": 0.0034924304964079056, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5322361099533737, "total_loss": 0.0727533045906057}
{"data_time": 0.003424367867410183, "eta_seconds": 104799.55302667385, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42327365728900257, "fast_rcnn/fg_cls_accuracy": 0.5767263427109974, "iteration": 45319, "loss_box_reg": 0.013879956270102412, "loss_cls": 0.05144901265157387, "loss_rpn_cls": 0.0009630316310449416, "loss_rpn_loc": 0.0033516616640554275, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5320554652716964, "total_loss": 0.07148813712160518}
{"data_time": 0.003390154568478465, "eta_seconds": 104839.62664507446, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.37636165577342046, "fast_rcnn/fg_cls_accuracy": 0.6236383442265796, "iteration": 45339, "loss_box_reg": 0.014599869551602751, "loss_cls": 0.050695793121121824, "loss_rpn_cls": 0.0011804381319393542, "loss_rpn_loc": 0.0036787218232348096, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5424896569456905, "total_loss": 0.07146827122801369}
{"data_time": 0.0036669252440333366, "eta_seconds": 104828.85513700196, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2534722222222222, "fast_rcnn/fg_cls_accuracy": 0.6701388888888888, "iteration": 45359, "loss_box_reg": 0.013514688791474327, "loss_cls": 0.04893483140040189, "loss_rpn_cls": 0.001378263233391408, "loss_rpn_loc": 0.0032289079535985366, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400532251223922, "total_loss": 0.06632040594013233}
{"data_time": 0.003862951882183552, "eta_seconds": 104800.74351346516, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4630952380952381, "fast_rcnn/fg_cls_accuracy": 0.484029484029484, "iteration": 45379, "loss_box_reg": 0.013616310519864783, "loss_cls": 0.05155008006840944, "loss_rpn_cls": 0.0014204931432004742, "loss_rpn_loc": 0.0034747310310194734, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5430334415286779, "total_loss": 0.07208877707495276}
{"data_time": 0.003514571115374565, "eta_seconds": 104758.94454620825, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3913043478260869, "fast_rcnn/fg_cls_accuracy": 0.6086956521739131, "iteration": 45399, "loss_box_reg": 0.013785326504148543, "loss_cls": 0.05171519529540092, "loss_rpn_cls": 0.0019806716654784395, "loss_rpn_loc": 0.003512864095682744, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5353056995663792, "total_loss": 0.07188142263109398}
{"data_time": 0.0036407506559044123, "eta_seconds": 104796.54061278445, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3574193548387097, "fast_rcnn/fg_cls_accuracy": 0.6425806451612903, "iteration": 45419, "loss_box_reg": 0.013750362035352737, "loss_cls": 0.04873348615365103, "loss_rpn_cls": 0.001726745313135325, "loss_rpn_loc": 0.004130931367399171, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5436185407452285, "total_loss": 0.06987850690586583}
{"data_time": 0.0034030762035399675, "eta_seconds": 104794.25524518779, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4743421052631579, "fast_rcnn/fg_cls_accuracy": 0.5256578947368421, "iteration": 45439, "loss_box_reg": 0.013529370218748227, "loss_cls": 0.05111190024763346, "loss_rpn_cls": 0.0014065441385469057, "loss_rpn_loc": 0.003503893229208188, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5499561249744147, "total_loss": 0.07140362994084626}
{"data_time": 0.0038415989838540554, "eta_seconds": 104827.47741263942, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.44409660107334525, "fast_rcnn/fg_cls_accuracy": 0.5559033989266546, "iteration": 45459, "loss_box_reg": 0.013237277162261307, "loss_cls": 0.05038452288135886, "loss_rpn_cls": 0.0016124828129022717, "loss_rpn_loc": 0.0037258045667840634, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5479117375798523, "total_loss": 0.06947992194363906}
{"data_time": 0.0035830633714795113, "eta_seconds": 104816.70050932211, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4511904761904762, "fast_rcnn/fg_cls_accuracy": 0.5488095238095239, "iteration": 45479, "loss_box_reg": 0.014954993384890258, "loss_cls": 0.05278862197883427, "loss_rpn_cls": 0.0014375487712641188, "loss_rpn_loc": 0.0029975667130202055, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5404519180301577, "total_loss": 0.07108961649464618}
{"data_time": 0.003706645220518112, "eta_seconds": 104790.60305993934, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39528508771929827, "fast_rcnn/fg_cls_accuracy": 0.6047149122807017, "iteration": 45499, "loss_box_reg": 0.014446242596022785, "loss_cls": 0.05108649539761245, "loss_rpn_cls": 0.0016914910552259244, "loss_rpn_loc": 0.002777698518912075, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5372635186649859, "total_loss": 0.0702658583199991}
{"data_time": 0.0035428914707154036, "eta_seconds": 104779.82773199142, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.358974358974359, "fast_rcnn/fg_cls_accuracy": 0.641025641025641, "iteration": 45519, "loss_box_reg": 0.01356696360744536, "loss_cls": 0.05084259156137705, "loss_rpn_cls": 0.001724953236134752, "loss_rpn_loc": 0.003291877634183038, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411848980002105, "total_loss": 0.07217154637544354}
{"data_time": 0.0035674700047820807, "eta_seconds": 104793.29918143898, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3194444444444444, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 45539, "loss_box_reg": 0.013210616481956095, "loss_cls": 0.05032989877508953, "loss_rpn_cls": 0.0009103968279760011, "loss_rpn_loc": 0.003585930091503542, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5369503644760698, "total_loss": 0.06909883653042925}
{"data_time": 0.0037630724254995584, "eta_seconds": 104729.62096272921, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36890871654083734, "fast_rcnn/fg_cls_accuracy": 0.6310912834591627, "iteration": 45559, "loss_box_reg": 0.013349696760997176, "loss_cls": 0.048914543353021145, "loss_rpn_cls": 0.0017012057504643963, "loss_rpn_loc": 0.004058382473886013, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5383416777476668, "total_loss": 0.06750196143832454}
{"data_time": 0.0037187275011092424, "eta_seconds": 104679.75784902507, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.46029411764705885, "fast_rcnn/fg_cls_accuracy": 0.5266106442577031, "iteration": 45579, "loss_box_reg": 0.01370763557497412, "loss_cls": 0.049459671950899065, "loss_rpn_cls": 0.001583795629130691, "loss_rpn_loc": 0.004065105800691526, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409957219380885, "total_loss": 0.07228730145089912}
{"data_time": 0.0037957553286105394, "eta_seconds": 104686.3100040215, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37142857142857144, "fast_rcnn/fg_cls_accuracy": 0.6285714285714286, "iteration": 45599, "loss_box_reg": 0.013958600116893649, "loss_cls": 0.051950816879980266, "loss_rpn_cls": 0.0008302017037635778, "loss_rpn_loc": 0.0036134025103820022, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376237705349922, "total_loss": 0.0731363850437674}
{"data_time": 0.0036398067604750395, "eta_seconds": 104638.05875703273, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3090909090909091, "fast_rcnn/fg_cls_accuracy": 0.6909090909090909, "iteration": 45619, "loss_box_reg": 0.01368022634414956, "loss_cls": 0.050005083438009024, "loss_rpn_cls": 0.0011752129692013114, "loss_rpn_loc": 0.0031624467446818016, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.535377339925617, "total_loss": 0.06840191860646883}
{"data_time": 0.00355135858990252, "eta_seconds": 104664.76972182048, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44642042863657094, "fast_rcnn/fg_cls_accuracy": 0.5535795713634291, "iteration": 45639, "loss_box_reg": 0.013407372636720538, "loss_cls": 0.04964786203345284, "loss_rpn_cls": 0.0012040844835610187, "loss_rpn_loc": 0.003109546083578607, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5443538795225322, "total_loss": 0.07057774611257628}
{"data_time": 0.0036393930204212666, "eta_seconds": 104618.97956359247, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3190743338008415, "fast_rcnn/fg_cls_accuracy": 0.6809256661991585, "iteration": 45659, "loss_box_reg": 0.014816976967267692, "loss_cls": 0.05167347122915089, "loss_rpn_cls": 0.0013928083994869667, "loss_rpn_loc": 0.0036810096498811617, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5296617473941296, "total_loss": 0.07342800455836596}
{"data_time": 0.003406438510864973, "eta_seconds": 104625.9160532062, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46338383838383834, "fast_rcnn/fg_cls_accuracy": 0.5134680134680134, "iteration": 45679, "loss_box_reg": 0.013843989494489506, "loss_cls": 0.04995144158601761, "loss_rpn_cls": 0.0018677784744340897, "loss_rpn_loc": 0.0034720377807389013, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5425868928432465, "total_loss": 0.07011291773142148}
{"data_time": 0.003500458551570773, "eta_seconds": 104632.45929851895, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48958333333333337, "fast_rcnn/fg_cls_accuracy": 0.5104166666666667, "iteration": 45699, "loss_box_reg": 0.01350356952752918, "loss_cls": 0.05025999736972153, "loss_rpn_cls": 0.0017983296602324117, "loss_rpn_loc": 0.004205838522466365, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5418024421669543, "total_loss": 0.07217478848815517}
{"data_time": 0.003870883025228977, "eta_seconds": 104671.40122640273, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.471875, "fast_rcnn/fg_cls_accuracy": 0.528125, "iteration": 45719, "loss_box_reg": 0.014027309138327837, "loss_cls": 0.05113976605935022, "loss_rpn_cls": 0.001424429587132181, "loss_rpn_loc": 0.003253670405683806, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5340035918634385, "total_loss": 0.07148603444647961}
{"data_time": 0.004196505760774016, "eta_seconds": 104683.31786067574, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.34888438133874244, "fast_rcnn/fg_cls_accuracy": 0.6511156186612577, "iteration": 45739, "loss_box_reg": 0.014108585251960903, "loss_cls": 0.05321351782185957, "loss_rpn_cls": 0.0012395726625982206, "loss_rpn_loc": 0.0028233734774403274, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5380420759320259, "total_loss": 0.07039668803008681}
{"data_time": 0.004093170631676912, "eta_seconds": 104582.84261655109, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4720066518847007, "fast_rcnn/fg_cls_accuracy": 0.5279933481152994, "iteration": 45759, "loss_box_reg": 0.013548629794968292, "loss_cls": 0.0485643555293791, "loss_rpn_cls": 0.0012974650393289267, "loss_rpn_loc": 0.004380756159662269, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5383699554949999, "total_loss": 0.06974170247804068}
{"data_time": 0.003895948873832822, "eta_seconds": 104570.33100324031, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.43050193050193053, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 45779, "loss_box_reg": 0.013221992703620344, "loss_cls": 0.05265590199269354, "loss_rpn_cls": 0.001593673214131286, "loss_rpn_loc": 0.0025488310784567147, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401500253938138, "total_loss": 0.07106689921386078}
{"data_time": 0.00391287449747324, "eta_seconds": 104551.98372708447, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.542997542997543, "fast_rcnn/fg_cls_accuracy": 0.457002457002457, "iteration": 45799, "loss_box_reg": 0.014654296450316906, "loss_cls": 0.04954802169231698, "loss_rpn_cls": 0.0010824747737387952, "loss_rpn_loc": 0.003011400556715671, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358759628143162, "total_loss": 0.07057725953086447}
{"data_time": 0.0043038849253207445, "eta_seconds": 104541.21632797457, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4451219512195122, "fast_rcnn/fg_cls_accuracy": 0.5548780487804879, "iteration": 45819, "loss_box_reg": 0.013691240572370589, "loss_cls": 0.05419330426957458, "loss_rpn_cls": 0.0016116691620027268, "loss_rpn_loc": 0.003805401262070518, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.539411909179762, "total_loss": 0.07443510382529439}
{"data_time": 0.003968850709497929, "eta_seconds": 104530.44892886467, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5048984034833092, "fast_rcnn/fg_cls_accuracy": 0.49510159651669083, "iteration": 45839, "loss_box_reg": 0.013500645785825327, "loss_cls": 0.052292270585894585, "loss_rpn_cls": 0.0014884220270232618, "loss_rpn_loc": 0.003478963884845143, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375583991408348, "total_loss": 0.07038202657054171}
{"data_time": 0.003876665374264121, "eta_seconds": 104497.26085343421, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4121212121212121, "fast_rcnn/fg_cls_accuracy": 0.5795454545454546, "iteration": 45859, "loss_box_reg": 0.014530333690345287, "loss_cls": 0.050408476730808616, "loss_rpn_cls": 0.0016285269558693471, "loss_rpn_loc": 0.0028910049768455792, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5345153955277056, "total_loss": 0.07030450738875516}
{"data_time": 0.0037299611140042543, "eta_seconds": 104501.3236479673, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.20758218451749735, "fast_rcnn/fg_cls_accuracy": 0.7503875968992249, "iteration": 45879, "loss_box_reg": 0.01411421166267246, "loss_cls": 0.04926385363796726, "loss_rpn_cls": 0.0013090575178011932, "loss_rpn_loc": 0.0038136723123898264, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.542183555662632, "total_loss": 0.06916303964732151}
{"data_time": 0.00397565052844584, "eta_seconds": 104505.72192533221, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5561342592592593, "fast_rcnn/fg_cls_accuracy": 0.4253472222222222, "iteration": 45899, "loss_box_reg": 0.013416095345746726, "loss_cls": 0.05283159972168505, "loss_rpn_cls": 0.0011708398365044559, "loss_rpn_loc": 0.003315037467473303, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5467464006505907, "total_loss": 0.07120996104185906}
{"data_time": 0.004119555000215769, "eta_seconds": 104479.79041381995, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.29401993355481726, "fast_rcnn/fg_cls_accuracy": 0.6777845777233782, "iteration": 45919, "loss_box_reg": 0.014502940874081105, "loss_cls": 0.05067659844644368, "loss_rpn_cls": 0.0017134447556372834, "loss_rpn_loc": 0.0037447554041136755, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384947825223207, "total_loss": 0.06941572435351873}
{"data_time": 0.003903942881152034, "eta_seconds": 104476.61193331517, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.43813131313131315, "fast_rcnn/fg_cls_accuracy": 0.5433501683501684, "iteration": 45939, "loss_box_reg": 0.013165360025595874, "loss_cls": 0.04914121108595282, "loss_rpn_cls": 0.0011850216080233622, "loss_rpn_loc": 0.003016524948179722, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5418666859623045, "total_loss": 0.06810167628037789}
{"data_time": 0.0037987716495990753, "eta_seconds": 104473.41738637816, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 45959, "loss_box_reg": 0.013364770042244345, "loss_cls": 0.04845848772674799, "loss_rpn_cls": 0.0015584345732122529, "loss_rpn_loc": 0.0034430344894644804, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372307533398271, "total_loss": 0.06672911721904029}
{"data_time": 0.004139337921515107, "eta_seconds": 104476.0789502135, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41729581331503085, "fast_rcnn/fg_cls_accuracy": 0.5741935483870968, "iteration": 45979, "loss_box_reg": 0.013036646298132837, "loss_cls": 0.050002901116386056, "loss_rpn_cls": 0.0014858156449690796, "loss_rpn_loc": 0.0038263723872660194, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5439418130554259, "total_loss": 0.06760837784202067}
{"data_time": 0.0038393449503928423, "eta_seconds": 104483.999706815, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1634920634920635, "fast_rcnn/fg_cls_accuracy": 0.8365079365079365, "iteration": 45999, "loss_box_reg": 0.014831269450951368, "loss_cls": 0.05362042679917067, "loss_rpn_cls": 0.001433645936629091, "loss_rpn_loc": 0.0047749467521498445, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5431017514783889, "total_loss": 0.07382768006573315}
{"data_time": 0.0037955581210553646, "eta_seconds": 104473.22821597662, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3992914979757085, "fast_rcnn/fg_cls_accuracy": 0.6007085020242915, "iteration": 46019, "loss_box_reg": 0.014265097852330655, "loss_cls": 0.05097499769181013, "loss_rpn_cls": 0.0007977716861660156, "loss_rpn_loc": 0.00228896405769774, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53702636458911, "total_loss": 0.06855641908691723}
{"data_time": 0.00371777405962348, "eta_seconds": 104521.65393761243, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.33718487394957986, "fast_rcnn/fg_cls_accuracy": 0.6628151260504203, "iteration": 46039, "loss_box_reg": 0.014188563218340278, "loss_cls": 0.053446134785190225, "loss_rpn_cls": 0.001510845092980162, "loss_rpn_loc": 0.0042294278646295425, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5420536606106907, "total_loss": 0.07620986634515248}
{"data_time": 0.004000805085524917, "eta_seconds": 104451.68523429986, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3975972540045767, "fast_rcnn/fg_cls_accuracy": 0.6024027459954233, "iteration": 46059, "loss_box_reg": 0.014036124281119555, "loss_cls": 0.051975775335449725, "loss_rpn_cls": 0.0011646244543044304, "loss_rpn_loc": 0.0037973273647367023, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5369903137907386, "total_loss": 0.07047979784650238}
{"data_time": 0.004044335102662444, "eta_seconds": 104574.81235985504, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5683111954459203, "fast_rcnn/fg_cls_accuracy": 0.4110105580693816, "iteration": 46079, "loss_box_reg": 0.014444827917031944, "loss_cls": 0.05600819468963891, "loss_rpn_cls": 0.0015490479970594606, "loss_rpn_loc": 0.0036045977067260537, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5488319818396121, "total_loss": 0.07617399075206777}
{"data_time": 0.004055778495967388, "eta_seconds": 104569.90684163128, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2527821939586645, "fast_rcnn/fg_cls_accuracy": 0.7472178060413355, "iteration": 46099, "loss_box_reg": 0.013982372649479657, "loss_cls": 0.05018599715549499, "loss_rpn_cls": 0.0013947711202035862, "loss_rpn_loc": 0.0030107667807897087, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411235245410353, "total_loss": 0.07002329949000341}
{"data_time": 0.0041243815794587135, "eta_seconds": 104575.76011391217, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.41025641025641024, "fast_rcnn/fg_cls_accuracy": 0.5627289377289377, "iteration": 46119, "loss_box_reg": 0.013984279707074165, "loss_cls": 0.0510742167243734, "loss_rpn_cls": 0.001725301936176038, "loss_rpn_loc": 0.0034273893943463918, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5396983784157783, "total_loss": 0.0703022265864206}
{"data_time": 0.004462529439479113, "eta_seconds": 104591.7585523976, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.44565217391304346, "fast_rcnn/fg_cls_accuracy": 0.5543478260869565, "iteration": 46139, "loss_box_reg": 0.014061432622838765, "loss_cls": 0.05079267453402281, "loss_rpn_cls": 0.001220690495870258, "loss_rpn_loc": 0.003539064397045877, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5418200015556067, "total_loss": 0.07223984597692379}
{"data_time": 0.0037627608980983496, "eta_seconds": 104619.59178669984, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3285365853658537, "fast_rcnn/fg_cls_accuracy": 0.6085858585858586, "iteration": 46159, "loss_box_reg": 0.013536352955270559, "loss_cls": 0.04795196087798104, "loss_rpn_cls": 0.0009908714366702043, "loss_rpn_loc": 0.003757991456950549, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5418381111230701, "total_loss": 0.0667988112797957}
{"data_time": 0.003899768926203251, "eta_seconds": 104651.68119043275, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4382488479262673, "fast_rcnn/fg_cls_accuracy": 0.5617511520737327, "iteration": 46179, "loss_box_reg": 0.013859187893103808, "loss_cls": 0.049817437247838825, "loss_rpn_cls": 0.0019446970972012423, "loss_rpn_loc": 0.003331768262796686, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5421428368426859, "total_loss": 0.07156539165109166}
{"data_time": 0.0038972129113972187, "eta_seconds": 104659.05307896459, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4941860465116279, "fast_rcnn/fg_cls_accuracy": 0.48214285714285715, "iteration": 46199, "loss_box_reg": 0.013116138055920601, "loss_cls": 0.0523457937524654, "loss_rpn_cls": 0.0011883162915182766, "loss_rpn_loc": 0.0042279771478206385, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5403514835052192, "total_loss": 0.07284763966481478}
{"data_time": 0.003666102420538664, "eta_seconds": 104648.25240682368, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2654798761609907, "fast_rcnn/fg_cls_accuracy": 0.6798642533936652, "iteration": 46219, "loss_box_reg": 0.013688177365111187, "loss_cls": 0.051575350342318416, "loss_rpn_cls": 0.0016281900271906125, "loss_rpn_loc": 0.0035074118823104072, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377727362792939, "total_loss": 0.0707056697769417}
{"data_time": 0.003936766181141138, "eta_seconds": 104650.35130794556, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44345238095238093, "fast_rcnn/fg_cls_accuracy": 0.5565476190476191, "iteration": 46239, "loss_box_reg": 0.013422160118352622, "loss_cls": 0.05192759243072942, "loss_rpn_cls": 0.0011904247944585222, "loss_rpn_loc": 0.003880481937812874, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5479100095108151, "total_loss": 0.07138553829645389}
{"data_time": 0.004061219980940223, "eta_seconds": 104708.6694020622, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5637837837837838, "fast_rcnn/fg_cls_accuracy": 0.4185971685971686, "iteration": 46259, "loss_box_reg": 0.01427186094224453, "loss_cls": 0.05110930372029543, "loss_rpn_cls": 0.0012507935992971397, "loss_rpn_loc": 0.0034205068222945556, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5440854777116328, "total_loss": 0.073006601475754}
{"data_time": 0.00392148969694972, "eta_seconds": 104717.90677309083, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3646739130434783, "fast_rcnn/fg_cls_accuracy": 0.6164473684210526, "iteration": 46279, "loss_box_reg": 0.012092227465473115, "loss_cls": 0.04731338727287948, "loss_rpn_cls": 0.001190393898241382, "loss_rpn_loc": 0.003083269964918145, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5443857698701322, "total_loss": 0.06564460803883776}
{"data_time": 0.00391942891292274, "eta_seconds": 104756.1511785679, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4660823170731707, "fast_rcnn/fg_cls_accuracy": 0.5339176829268293, "iteration": 46299, "loss_box_reg": 0.013623574515804648, "loss_cls": 0.04925521631957963, "loss_rpn_cls": 0.0009285585103953053, "loss_rpn_loc": 0.0036171102183288895, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5422954603563994, "total_loss": 0.06889408789083973}
{"data_time": 0.0038809783291071653, "eta_seconds": 104749.42645282787, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.446360153256705, "fast_rcnn/fg_cls_accuracy": 0.553639846743295, "iteration": 46319, "loss_box_reg": 0.014259809046052396, "loss_cls": 0.0520534161478281, "loss_rpn_cls": 0.001367269071465671, "loss_rpn_loc": 0.0035808988723147195, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5436772019602358, "total_loss": 0.07219302867167698}
{"data_time": 0.004065194865688682, "eta_seconds": 104738.6097566674, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3853669127225358, "fast_rcnn/fg_cls_accuracy": 0.6146330872774641, "iteration": 46339, "loss_box_reg": 0.013400046329479665, "loss_cls": 0.05011735262814909, "loss_rpn_cls": 0.0007554406242888945, "loss_rpn_loc": 0.003561059489584295, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411845480557531, "total_loss": 0.06835176262563891}
{"data_time": 0.003718504449352622, "eta_seconds": 104735.77613495244, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.38799283154121866, "fast_rcnn/fg_cls_accuracy": 0.6034278959810875, "iteration": 46359, "loss_box_reg": 0.014503947168122977, "loss_cls": 0.05337095179129392, "loss_rpn_cls": 0.001501540166373161, "loss_rpn_loc": 0.004294431098969653, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387153078336269, "total_loss": 0.07280110140118268}
{"data_time": 0.003799139056354761, "eta_seconds": 104713.5002661508, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.42824730572887126, "fast_rcnn/fg_cls_accuracy": 0.5668764752163651, "iteration": 46379, "loss_box_reg": 0.013265976507682353, "loss_cls": 0.050471379596274346, "loss_rpn_cls": 0.0010024268763118016, "loss_rpn_loc": 0.0028936149683431722, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5337054736446589, "total_loss": 0.06765459723357026}
{"data_time": 0.004258879227563739, "eta_seconds": 104702.68392905244, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.41423611111111114, "fast_rcnn/fg_cls_accuracy": 0.5857638888888889, "iteration": 46399, "loss_box_reg": 0.013447166653349996, "loss_cls": 0.04932064306922257, "loss_rpn_cls": 0.0014843436324554204, "loss_rpn_loc": 0.003997261519543827, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5346280236262828, "total_loss": 0.06999778730823891}
{"data_time": 0.0043136985041201115, "eta_seconds": 104673.42317101546, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39588452088452086, "fast_rcnn/fg_cls_accuracy": 0.6041154791154791, "iteration": 46419, "loss_box_reg": 0.013488303840858862, "loss_cls": 0.04841580893844366, "loss_rpn_cls": 0.0006636910305815036, "loss_rpn_loc": 0.0032301381543220486, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5471112539526075, "total_loss": 0.06550962844153219}
{"data_time": 0.0039579232688993216, "eta_seconds": 104634.67224397487, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.38402457757296465, "fast_rcnn/fg_cls_accuracy": 0.6159754224270353, "iteration": 46439, "loss_box_reg": 0.014289648388512433, "loss_cls": 0.047728664183523506, "loss_rpn_cls": 0.0010434982666538417, "loss_rpn_loc": 0.004449443382327445, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418289878871292, "total_loss": 0.07040013425120151}
{"data_time": 0.00426531583070755, "eta_seconds": 104600.57801262778, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.48500749625187406, "fast_rcnn/fg_cls_accuracy": 0.44079555966697503, "iteration": 46459, "loss_box_reg": 0.012457670934963971, "loss_cls": 0.05119433160871267, "loss_rpn_cls": 0.0015518165828325436, "loss_rpn_loc": 0.003113899198069703, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431093284860253, "total_loss": 0.06967311651987984}
{"data_time": 0.0038152369670569897, "eta_seconds": 104583.25133415498, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.44155844155844154, "fast_rcnn/fg_cls_accuracy": 0.5584415584415584, "iteration": 46479, "loss_box_reg": 0.013964132318506017, "loss_cls": 0.051639833021909, "loss_rpn_cls": 0.001392852218941698, "loss_rpn_loc": 0.002840071843820624, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5383583845105022, "total_loss": 0.0697138408915805}
{"data_time": 0.004304334055632353, "eta_seconds": 104584.85581592727, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3717948717948718, "fast_rcnn/fg_cls_accuracy": 0.6073717948717949, "iteration": 46499, "loss_box_reg": 0.01327513816067949, "loss_cls": 0.051965233171358705, "loss_rpn_cls": 0.0014329119870808427, "loss_rpn_loc": 0.0041172902019752655, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5433843901846558, "total_loss": 0.07321985269618381}
{"data_time": 0.003974412800744176, "eta_seconds": 104574.0460675729, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3973717146433041, "fast_rcnn/fg_cls_accuracy": 0.6026282853566959, "iteration": 46519, "loss_box_reg": 0.013957312447018921, "loss_cls": 0.05110304825939238, "loss_rpn_cls": 0.0009475214879159921, "loss_rpn_loc": 0.0036998329997004475, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5416581290774047, "total_loss": 0.07014686185132746}
{"data_time": 0.004397263051941991, "eta_seconds": 104563.23631921853, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4270833333333333, "fast_rcnn/fg_cls_accuracy": 0.5592948717948718, "iteration": 46539, "loss_box_reg": 0.01334392634453252, "loss_cls": 0.049900764075573534, "loss_rpn_cls": 0.0015613077746365889, "loss_rpn_loc": 0.0030370279964699876, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5407165640499443, "total_loss": 0.07018533105065217}
{"data_time": 0.0039041275158524513, "eta_seconds": 104555.7362612309, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5013805798435342, "fast_rcnn/fg_cls_accuracy": 0.4986194201564657, "iteration": 46559, "loss_box_reg": 0.014178426354192197, "loss_cls": 0.05095462524332106, "loss_rpn_cls": 0.0014137571119618997, "loss_rpn_loc": 0.003102305439824704, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5403717965818942, "total_loss": 0.07088234622915479}
{"data_time": 0.0038342264015227556, "eta_seconds": 104570.02042852179, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32499999999999996, "fast_rcnn/fg_cls_accuracy": 0.675, "iteration": 46579, "loss_box_reg": 0.013625068066176027, "loss_cls": 0.04989498120266944, "loss_rpn_cls": 0.0015457205407756192, "loss_rpn_loc": 0.003598534003685927, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426701279357076, "total_loss": 0.06898714988193433}
{"data_time": 0.004570371471345425, "eta_seconds": 104599.22998707974, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.35912698412698413, "fast_rcnn/fg_cls_accuracy": 0.6408730158730158, "iteration": 46599, "loss_box_reg": 0.01419427280779928, "loss_cls": 0.05107307224534452, "loss_rpn_cls": 0.0012004816478565772, "loss_rpn_loc": 0.0038867123948875815, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.545799633488059, "total_loss": 0.0711486159764263}
{"data_time": 0.00436897249892354, "eta_seconds": 104596.20465309778, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.48806451612903223, "fast_rcnn/fg_cls_accuracy": 0.5075000000000001, "iteration": 46619, "loss_box_reg": 0.014609070727601647, "loss_cls": 0.05257821746636182, "loss_rpn_cls": 0.0014036020493222168, "loss_rpn_loc": 0.0029335423023439944, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378314589615911, "total_loss": 0.07503739079311345}
{"data_time": 0.003893524408340454, "eta_seconds": 104554.46442455985, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.3857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6142857142857143, "iteration": 46639, "loss_box_reg": 0.013639764569234103, "loss_cls": 0.05193847214104608, "loss_rpn_cls": 0.001532175520196688, "loss_rpn_loc": 0.0027877742431883235, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5337592626456171, "total_loss": 0.0693876567507914}
{"data_time": 0.003959266003221273, "eta_seconds": 104562.07154677366, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.38562953197099537, "fast_rcnn/fg_cls_accuracy": 0.575075075075075, "iteration": 46659, "loss_box_reg": 0.013718129834160209, "loss_cls": 0.050762978731654584, "loss_rpn_cls": 0.0015151036241149995, "loss_rpn_loc": 0.0035663221242430154, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537987232208252, "total_loss": 0.06977037883314097}
{"data_time": 0.0037635224871337414, "eta_seconds": 104551.25520967529, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3944444444444445, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 46679, "loss_box_reg": 0.013490080076735467, "loss_cls": 0.05125325464177877, "loss_rpn_cls": 0.0020051972555847897, "loss_rpn_loc": 0.0031225065322360024, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415103558916599, "total_loss": 0.07086759688149868}
{"data_time": 0.003942485665902495, "eta_seconds": 104522.02113007195, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4594594594594595, "fast_rcnn/fg_cls_accuracy": 0.5405405405405406, "iteration": 46699, "loss_box_reg": 0.013926450104918331, "loss_cls": 0.05196316022193059, "loss_rpn_cls": 0.001785551233069782, "loss_rpn_loc": 0.00374777615070343, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5333775884937495, "total_loss": 0.07062636983903303}
{"data_time": 0.003852483816444874, "eta_seconds": 104542.11650345894, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4884353741496599, "fast_rcnn/fg_cls_accuracy": 0.5115646258503401, "iteration": 46719, "loss_box_reg": 0.013863806496374309, "loss_cls": 0.05109860474476591, "loss_rpn_cls": 0.0015127947392556962, "loss_rpn_loc": 0.0027852134553540964, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5472096048761159, "total_loss": 0.06851602967572035}
{"data_time": 0.0037399425636976957, "eta_seconds": 104531.29887353117, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4796238244514106, "fast_rcnn/fg_cls_accuracy": 0.5203761755485893, "iteration": 46739, "loss_box_reg": 0.014375588827533647, "loss_cls": 0.049769653007388115, "loss_rpn_cls": 0.001065708608280147, "loss_rpn_loc": 0.004448792104085442, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.541672937804833, "total_loss": 0.07124516131034397}
{"data_time": 0.004178241128101945, "eta_seconds": 104520.4812436034, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48497386759581884, "fast_rcnn/fg_cls_accuracy": 0.5150261324041812, "iteration": 46759, "loss_box_reg": 0.013359258882701397, "loss_cls": 0.04869109112769365, "loss_rpn_cls": 0.0011453884002321502, "loss_rpn_loc": 0.003567525898688473, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5328322548884898, "total_loss": 0.0681391368389086}
{"data_time": 0.0038245345931500196, "eta_seconds": 104509.66361367563, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4535024154589372, "fast_rcnn/fg_cls_accuracy": 0.5464975845410628, "iteration": 46779, "loss_box_reg": 0.01336197042837739, "loss_cls": 0.050294400192797184, "loss_rpn_cls": 0.0009371750098807752, "loss_rpn_loc": 0.0032565796063863672, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376483779400587, "total_loss": 0.06843309041141765}
{"data_time": 0.00371986604295671, "eta_seconds": 104515.63188226381, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39743589743589747, "fast_rcnn/fg_cls_accuracy": 0.6025641025641026, "iteration": 46799, "loss_box_reg": 0.013432404637569562, "loss_cls": 0.04982933832798153, "loss_rpn_cls": 0.0011433835645675572, "loss_rpn_loc": 0.0028863435836683493, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.546078089857474, "total_loss": 0.07018988976005858}
{"data_time": 0.004094004863873124, "eta_seconds": 104517.83292326122, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3548076923076923, "fast_rcnn/fg_cls_accuracy": 0.6451923076923077, "iteration": 46819, "loss_box_reg": 0.012772039801348, "loss_cls": 0.050518292118795216, "loss_rpn_cls": 0.0015635549139005889, "loss_rpn_loc": 0.0029436618024192285, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5450418195687234, "total_loss": 0.07108444889900056}
{"data_time": 0.004063588101416826, "eta_seconds": 104518.01554254256, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4146079484425349, "fast_rcnn/fg_cls_accuracy": 0.5853920515574651, "iteration": 46839, "loss_box_reg": 0.013949779444374144, "loss_cls": 0.05209585512056947, "loss_rpn_cls": 0.0013284371246982118, "loss_rpn_loc": 0.0030831286785542034, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5419679165352136, "total_loss": 0.07133366097377802}
{"data_time": 0.003908492857590318, "eta_seconds": 104543.66910418053, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.37412587412587417, "fast_rcnn/fg_cls_accuracy": 0.6258741258741258, "iteration": 46859, "loss_box_reg": 0.013323086430318654, "loss_cls": 0.052516947442200035, "loss_rpn_cls": 0.0008935780287799844, "loss_rpn_loc": 0.0037634166637872113, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5437624559272081, "total_loss": 0.07040330042229925}
{"data_time": 0.004056701669469476, "eta_seconds": 104578.97235930362, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.42813852813852815, "fast_rcnn/fg_cls_accuracy": 0.5718614718614718, "iteration": 46879, "loss_box_reg": 0.014200344972778112, "loss_cls": 0.05307357176207006, "loss_rpn_cls": 0.0014779681341678952, "loss_rpn_loc": 0.0040334527257073205, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543261343613267, "total_loss": 0.07378699547757606}
{"data_time": 0.004075638251379132, "eta_seconds": 104531.4819294638, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.44555984555984557, "fast_rcnn/fg_cls_accuracy": 0.5132404181184669, "iteration": 46899, "loss_box_reg": 0.014341039524879307, "loss_cls": 0.05420939298346639, "loss_rpn_cls": 0.001603142649628353, "loss_rpn_loc": 0.0031459168349101674, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404569418169558, "total_loss": 0.07199692489371046}
{"data_time": 0.004390072310343385, "eta_seconds": 104557.31154098571, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5194117647058824, "fast_rcnn/fg_cls_accuracy": 0.48058823529411765, "iteration": 46919, "loss_box_reg": 0.014165888540446758, "loss_cls": 0.05205832701176405, "loss_rpn_cls": 0.0014973368322444003, "loss_rpn_loc": 0.0034614808537298813, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.544377850368619, "total_loss": 0.07070407187131877}
{"data_time": 0.0038620384875684977, "eta_seconds": 104546.48113182676, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2426470588235294, "fast_rcnn/fg_cls_accuracy": 0.7573529411764706, "iteration": 46939, "loss_box_reg": 0.013619132805615664, "loss_cls": 0.050959171960130334, "loss_rpn_cls": 0.001371414759205436, "loss_rpn_loc": 0.0034097679636033718, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417186233680695, "total_loss": 0.07018066108457788}
{"data_time": 0.0038179594557732344, "eta_seconds": 104546.26805851283, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4615942028985507, "fast_rcnn/fg_cls_accuracy": 0.5384057971014493, "iteration": 46959, "loss_box_reg": 0.012937657505972311, "loss_cls": 0.04999191896058619, "loss_rpn_cls": 0.0017649387409051087, "loss_rpn_loc": 0.0038386916421586648, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402247339952737, "total_loss": 0.06915561945947957}
{"data_time": 0.004197835689410567, "eta_seconds": 104472.15151481051, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.35021888680425267, "fast_rcnn/fg_cls_accuracy": 0.6136162687886826, "iteration": 46979, "loss_box_reg": 0.01350268448004499, "loss_cls": 0.05052117386367172, "loss_rpn_cls": 0.001263913134152972, "loss_rpn_loc": 0.0025794812027015723, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5394217425491661, "total_loss": 0.06843048141504937}
{"data_time": 0.004144459031522274, "eta_seconds": 104452.26101902477, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40029761904761907, "fast_rcnn/fg_cls_accuracy": 0.5997023809523809, "iteration": 46999, "loss_box_reg": 0.014454647956881672, "loss_cls": 0.04867931624175981, "loss_rpn_cls": 0.0010967868565785466, "loss_rpn_loc": 0.0029458239005180076, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425733111333102, "total_loss": 0.07030756523886339}
{"data_time": 0.00414285296574235, "eta_seconds": 104513.77353101084, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.37142857142857144, "fast_rcnn/fg_cls_accuracy": 0.6285714285714286, "iteration": 47019, "loss_box_reg": 0.014245055615901947, "loss_cls": 0.051510005607269704, "loss_rpn_cls": 0.0016609758524737117, "loss_rpn_loc": 0.0031892846291157184, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5437015991192311, "total_loss": 0.07238851841702854}
{"data_time": 0.0042680539190769196, "eta_seconds": 104524.03558276291, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.386046511627907, "fast_rcnn/fg_cls_accuracy": 0.6023255813953488, "iteration": 47039, "loss_box_reg": 0.013555373385315761, "loss_cls": 0.05142619682010263, "loss_rpn_cls": 0.0016409417576142005, "loss_rpn_loc": 0.0036699758456961717, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5460574391763657, "total_loss": 0.0712840438350213}
{"data_time": 0.004006803501397371, "eta_seconds": 104492.11051267618, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3555555555555555, "fast_rcnn/fg_cls_accuracy": 0.5683006535947712, "iteration": 47059, "loss_box_reg": 0.013544075773097575, "loss_cls": 0.04885093146003783, "loss_rpn_cls": 0.0010934389274552814, "loss_rpn_loc": 0.0025715680349094328, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379757299087942, "total_loss": 0.06771766942006252}
{"data_time": 0.00426443899050355, "eta_seconds": 104430.62079724087, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.41789416257501366, "fast_rcnn/fg_cls_accuracy": 0.5651260504201681, "iteration": 47079, "loss_box_reg": 0.012883960735052824, "loss_cls": 0.04881149705033749, "loss_rpn_cls": 0.0017859647956584013, "loss_rpn_loc": 0.003641643917944748, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537820512894541, "total_loss": 0.06678419450202}
{"data_time": 0.00364156742580235, "eta_seconds": 104411.67404199555, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.46944444444444444, "fast_rcnn/fg_cls_accuracy": 0.5305555555555556, "iteration": 47099, "loss_box_reg": 0.014426669920794666, "loss_cls": 0.05143804312683642, "loss_rpn_cls": 0.0007137741899896355, "loss_rpn_loc": 0.003713075988343917, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537656466010958, "total_loss": 0.07013431824685767}
{"data_time": 0.004356855526566505, "eta_seconds": 104459.6159851742, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4613142554319025, "fast_rcnn/fg_cls_accuracy": 0.5276292335115864, "iteration": 47119, "loss_box_reg": 0.014207230822648853, "loss_cls": 0.05097865662537515, "loss_rpn_cls": 0.0018494246897944322, "loss_rpn_loc": 0.0032588887534075184, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5501389040146023, "total_loss": 0.07142629412692258}
{"data_time": 0.004345041001215577, "eta_seconds": 104418.87646902306, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3426067073170732, "fast_rcnn/fg_cls_accuracy": 0.6573932926829269, "iteration": 47139, "loss_box_reg": 0.013739642454311252, "loss_cls": 0.052977523882873356, "loss_rpn_cls": 0.0011877819008532242, "loss_rpn_loc": 0.0033819757372839376, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5407148329541087, "total_loss": 0.07101196228165918}
{"data_time": 0.0036716649774461985, "eta_seconds": 104408.0480613648, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4588963963963964, "fast_rcnn/fg_cls_accuracy": 0.5411036036036037, "iteration": 47159, "loss_box_reg": 0.013689729443285614, "loss_cls": 0.04948584525845945, "loss_rpn_cls": 0.0006441925424951478, "loss_rpn_loc": 0.0032762242735770997, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5493511985987425, "total_loss": 0.07034559398096007}
{"data_time": 0.004189605126157403, "eta_seconds": 104414.79114547186, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.19507575757575757, "fast_rcnn/fg_cls_accuracy": 0.7059312638580931, "iteration": 47179, "loss_box_reg": 0.013597740500699729, "loss_cls": 0.04800427018199116, "loss_rpn_cls": 0.0018120860719363918, "loss_rpn_loc": 0.002761759162240196, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5419509310740978, "total_loss": 0.06836680907440496}
{"data_time": 0.0041312165558338165, "eta_seconds": 104370.64271848951, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3215909090909091, "fast_rcnn/fg_cls_accuracy": 0.6556818181818183, "iteration": 47199, "loss_box_reg": 0.01453741078148596, "loss_cls": 0.04875991877634078, "loss_rpn_cls": 0.0012970069005859841, "loss_rpn_loc": 0.0037254202834446914, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.535368217388168, "total_loss": 0.07214115454121384}
{"data_time": 0.0039056269451975822, "eta_seconds": 104393.13068501465, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4288931788931789, "fast_rcnn/fg_cls_accuracy": 0.5651544401544402, "iteration": 47219, "loss_box_reg": 0.014342000300530344, "loss_cls": 0.05016077251639217, "loss_rpn_cls": 0.0016584321328991791, "loss_rpn_loc": 0.0036963540260330774, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414746035821736, "total_loss": 0.06918874330330027}
{"data_time": 0.003956728847697377, "eta_seconds": 104370.16171523486, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.36292682926829267, "fast_rcnn/fg_cls_accuracy": 0.6370731707317073, "iteration": 47239, "loss_box_reg": 0.01383894559694454, "loss_cls": 0.05287223751656711, "loss_rpn_cls": 0.0013451167592393176, "loss_rpn_loc": 0.0023836285836296156, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431296876631677, "total_loss": 0.07081683271439942}
{"data_time": 0.004510906524956226, "eta_seconds": 104357.8115374425, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 47259, "loss_box_reg": 0.013728601450566202, "loss_cls": 0.05075260123703629, "loss_rpn_cls": 0.0013792997448831557, "loss_rpn_loc": 0.003657040389953181, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417093874420971, "total_loss": 0.07046839814938721}
{"data_time": 0.0037830788642168045, "eta_seconds": 104332.49048855482, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4736842105263158, "fast_rcnn/fg_cls_accuracy": 0.5241935483870968, "iteration": 47279, "loss_box_reg": 0.012836433947086334, "loss_cls": 0.05137817078502849, "loss_rpn_cls": 0.0015073289182510052, "loss_rpn_loc": 0.004476207697734935, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5471011665649712, "total_loss": 0.06887212927438213}
{"data_time": 0.003982753027230501, "eta_seconds": 104303.41988671175, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.44620958751393536, "fast_rcnn/fg_cls_accuracy": 0.5537904124860646, "iteration": 47299, "loss_box_reg": 0.013538144063204527, "loss_cls": 0.05135862156748772, "loss_rpn_cls": 0.0015193931415069528, "loss_rpn_loc": 0.003489657581667416, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5361471290234476, "total_loss": 0.06928756828801852}
{"data_time": 0.004024761961773038, "eta_seconds": 104254.94158051419, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2666880616174583, "fast_rcnn/fg_cls_accuracy": 0.7333119383825417, "iteration": 47319, "loss_box_reg": 0.013105330057442188, "loss_cls": 0.050415990757755935, "loss_rpn_cls": 0.0012771090020464726, "loss_rpn_loc": 0.0029465990446624346, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538458323571831, "total_loss": 0.06778580014372437}
{"data_time": 0.004099211422726512, "eta_seconds": 104260.73291598517, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43333333333333335, "fast_rcnn/fg_cls_accuracy": 0.5666666666666667, "iteration": 47339, "loss_box_reg": 0.013866032240912318, "loss_cls": 0.05002381437225267, "loss_rpn_cls": 0.0008778015391044391, "loss_rpn_loc": 0.003577852528906078, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5441597637254745, "total_loss": 0.0726317340328535}
{"data_time": 0.0037971283309161663, "eta_seconds": 104279.05319276429, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4472934472934473, "fast_rcnn/fg_cls_accuracy": 0.5122242098986285, "iteration": 47359, "loss_box_reg": 0.01333924412028864, "loss_cls": 0.04993627592921257, "loss_rpn_cls": 0.0015848737405690372, "loss_rpn_loc": 0.0032576939156570006, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5408560445066541, "total_loss": 0.06914792797203972}
{"data_time": 0.003827898297458887, "eta_seconds": 104274.93764192308, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34808946877912395, "fast_rcnn/fg_cls_accuracy": 0.651910531220876, "iteration": 47379, "loss_box_reg": 0.013585789914941415, "loss_cls": 0.049525980139151216, "loss_rpn_cls": 0.0015068665077251353, "loss_rpn_loc": 0.0037337589637900237, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405944753438234, "total_loss": 0.0708167392077712}
{"data_time": 0.004282657755538821, "eta_seconds": 104296.27745208144, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4838709677419355, "fast_rcnn/fg_cls_accuracy": 0.5161290322580645, "iteration": 47399, "loss_box_reg": 0.013405626639723778, "loss_cls": 0.04852693458087742, "loss_rpn_cls": 0.001563398173971109, "loss_rpn_loc": 0.004205752433335874, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5427851960994303, "total_loss": 0.0709169057715826}
{"data_time": 0.004103689454495907, "eta_seconds": 104246.57442037645, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3920454545454546, "fast_rcnn/fg_cls_accuracy": 0.5720502901353965, "iteration": 47419, "loss_box_reg": 0.013580481638200581, "loss_cls": 0.054114217637106776, "loss_rpn_cls": 0.0011607364692736155, "loss_rpn_loc": 0.002970971145259682, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5337198311462998, "total_loss": 0.07368692474142335}
{"data_time": 0.003883196972310543, "eta_seconds": 104206.616757076, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2915057915057915, "fast_rcnn/fg_cls_accuracy": 0.7084942084942085, "iteration": 47439, "loss_box_reg": 0.014252161665353924, "loss_cls": 0.053580617532134056, "loss_rpn_cls": 0.0010351090825224674, "loss_rpn_loc": 0.003713493628310971, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5386664958205074, "total_loss": 0.0726416133238672}
{"data_time": 0.0041200227569788694, "eta_seconds": 104122.51786984131, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3849206349206349, "fast_rcnn/fg_cls_accuracy": 0.6150793650793651, "iteration": 47459, "loss_box_reg": 0.013059084885753691, "loss_cls": 0.05140602577012032, "loss_rpn_cls": 0.0009897066609028116, "loss_rpn_loc": 0.002602249620395014, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382295472081751, "total_loss": 0.06857678032349668}
{"data_time": 0.0039513250812888145, "eta_seconds": 104140.67582723638, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4409722222222222, "fast_rcnn/fg_cls_accuracy": 0.5590277777777778, "iteration": 47479, "loss_box_reg": 0.0143294429872185, "loss_cls": 0.05401229066774249, "loss_rpn_cls": 0.0013742648036441096, "loss_rpn_loc": 0.004127491458348231, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5406500739045441, "total_loss": 0.07364438193576461}
{"data_time": 0.0037968119140714407, "eta_seconds": 104100.88662914559, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28609986504723345, "fast_rcnn/fg_cls_accuracy": 0.7139001349527665, "iteration": 47499, "loss_box_reg": 0.013669809413840994, "loss_cls": 0.04901326313847676, "loss_rpn_cls": 0.0012635360960189246, "loss_rpn_loc": 0.0036285922287788708, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375009165145457, "total_loss": 0.07103919192604735}
{"data_time": 0.0039151194505393505, "eta_seconds": 104090.07100879773, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35836798336798337, "fast_rcnn/fg_cls_accuracy": 0.6354895104895104, "iteration": 47519, "loss_box_reg": 0.014739960082806647, "loss_cls": 0.049656201736070216, "loss_rpn_cls": 0.0012840112678418336, "loss_rpn_loc": 0.0031514088113908656, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540713666472584, "total_loss": 0.06968816954181989}
{"data_time": 0.004006667993962765, "eta_seconds": 104107.84599017189, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.4029268292682927, "fast_rcnn/fg_cls_accuracy": 0.56, "iteration": 47539, "loss_box_reg": 0.013595236581750214, "loss_cls": 0.05195446475408971, "loss_rpn_cls": 0.0011345064373244895, "loss_rpn_loc": 0.004087694655027008, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5428747111000121, "total_loss": 0.07144585289597671}
{"data_time": 0.003936833003535867, "eta_seconds": 104138.10084893019, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.32982261640798227, "fast_rcnn/fg_cls_accuracy": 0.6701773835920177, "iteration": 47559, "loss_box_reg": 0.012318852270254865, "loss_cls": 0.05003587156534195, "loss_rpn_cls": 0.0012728734301390432, "loss_rpn_loc": 0.002983219026646111, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5486375140026212, "total_loss": 0.06942983274927883}
{"data_time": 0.003790996503084898, "eta_seconds": 104127.27798884851, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42160278745644597, "fast_rcnn/fg_cls_accuracy": 0.5783972125435539, "iteration": 47579, "loss_box_reg": 0.013280688202939928, "loss_cls": 0.050293678999878466, "loss_rpn_cls": 0.0011364042997001889, "loss_rpn_loc": 0.003085374577494804, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416846061125398, "total_loss": 0.06924544151024747}
{"data_time": 0.00382024934515357, "eta_seconds": 104044.74384065112, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.46590909090909094, "fast_rcnn/fg_cls_accuracy": 0.5340909090909092, "iteration": 47599, "loss_box_reg": 0.013328485190868378, "loss_cls": 0.05149484961293638, "loss_rpn_cls": 0.0013640310419305024, "loss_rpn_loc": 0.0031524437144980766, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5360032494645566, "total_loss": 0.07094538795934113}
{"data_time": 0.004058560356497765, "eta_seconds": 104063.03301276709, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3692434210526316, "fast_rcnn/fg_cls_accuracy": 0.6307565789473684, "iteration": 47619, "loss_box_reg": 0.01418530713999644, "loss_cls": 0.052341066766530275, "loss_rpn_cls": 0.0011607568088720654, "loss_rpn_loc": 0.0035403978981776163, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366822020150721, "total_loss": 0.07105934143601189}
{"data_time": 0.004016251768916845, "eta_seconds": 104077.0992078255, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4221774193548387, "fast_rcnn/fg_cls_accuracy": 0.5778225806451613, "iteration": 47639, "loss_box_reg": 0.013003464147914201, "loss_cls": 0.04906414553988725, "loss_rpn_cls": 0.0012579467802424915, "loss_rpn_loc": 0.003093777020694688, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404263203963637, "total_loss": 0.06763268731435801}
{"data_time": 0.004173988476395607, "eta_seconds": 104155.48362371325, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.29901960784313725, "fast_rcnn/fg_cls_accuracy": 0.7009803921568627, "iteration": 47659, "loss_box_reg": 0.014273470733314753, "loss_cls": 0.05007768818177283, "loss_rpn_cls": 0.0011371152068022639, "loss_rpn_loc": 0.003063582018512534, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5450073245447129, "total_loss": 0.06714084781458496}
{"data_time": 0.004417686956003308, "eta_seconds": 104161.60564770363, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3924903722721438, "fast_rcnn/fg_cls_accuracy": 0.5644736842105263, "iteration": 47679, "loss_box_reg": 0.013699586590519175, "loss_cls": 0.04896408331114799, "loss_rpn_cls": 0.001002160283064768, "loss_rpn_loc": 0.003288279698608676, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436115912161767, "total_loss": 0.06870794230530919}
{"data_time": 0.004021813394501805, "eta_seconds": 104150.77359029464, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45789779326364694, "fast_rcnn/fg_cls_accuracy": 0.5421022067363531, "iteration": 47699, "loss_box_reg": 0.014003515883814543, "loss_cls": 0.05107251286972314, "loss_rpn_cls": 0.0013895151315637122, "loss_rpn_loc": 0.004221849816531176, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390875630546361, "total_loss": 0.07085579720455826}
{"data_time": 0.003794549498707056, "eta_seconds": 104106.7788292428, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.36172218730358263, "fast_rcnn/fg_cls_accuracy": 0.6382778126964174, "iteration": 47719, "loss_box_reg": 0.01334762544138357, "loss_cls": 0.051554334233514965, "loss_rpn_cls": 0.0011768406344572213, "loss_rpn_loc": 0.0033953783713513985, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380385264288634, "total_loss": 0.06936262078670552}
{"data_time": 0.003900863928720355, "eta_seconds": 104108.67522096494, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4341432225063938, "fast_rcnn/fg_cls_accuracy": 0.5658567774936061, "iteration": 47739, "loss_box_reg": 0.014139262086246163, "loss_cls": 0.04750890738796443, "loss_rpn_cls": 0.0011393077547836583, "loss_rpn_loc": 0.004029762669233605, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5459155945573002, "total_loss": 0.06890775105574676}
{"data_time": 0.004086846020072699, "eta_seconds": 104085.12161322474, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26794258373205737, "fast_rcnn/fg_cls_accuracy": 0.7320574162679425, "iteration": 47759, "loss_box_reg": 0.013942439632955939, "loss_cls": 0.0516566276201047, "loss_rpn_cls": 0.0013948757912203291, "loss_rpn_loc": 0.00423483808117453, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386978341266513, "total_loss": 0.07122920969959523}
{"data_time": 0.004046728136017919, "eta_seconds": 104087.01535750413, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43223443223443225, "fast_rcnn/fg_cls_accuracy": 0.5482142857142858, "iteration": 47779, "loss_box_reg": 0.014405460358830169, "loss_cls": 0.05263274488970637, "loss_rpn_cls": 0.0011681158671308367, "loss_rpn_loc": 0.003113774655503221, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5421759511809796, "total_loss": 0.06990841799643022}
{"data_time": 0.004020782420411706, "eta_seconds": 104066.19197167782, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3395744680851064, "fast_rcnn/fg_cls_accuracy": 0.6586073500967118, "iteration": 47799, "loss_box_reg": 0.013840475410688668, "loss_cls": 0.05433774646371603, "loss_rpn_cls": 0.0011921273390385068, "loss_rpn_loc": 0.003926211298676208, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416439559776336, "total_loss": 0.07583081045606832}
{"data_time": 0.0039709631819278, "eta_seconds": 104022.54471372603, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3560855263157895, "fast_rcnn/fg_cls_accuracy": 0.6234817813765182, "iteration": 47819, "loss_box_reg": 0.014008367783389986, "loss_cls": 0.052379044936969876, "loss_rpn_cls": 0.0009145057056798578, "loss_rpn_loc": 0.0026724452236521756, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367740201763809, "total_loss": 0.07184802744728813}
{"data_time": 0.0039015288930386305, "eta_seconds": 104011.7192372519, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3901098901098901, "fast_rcnn/fg_cls_accuracy": 0.6098901098901099, "iteration": 47839, "loss_box_reg": 0.013342198682948947, "loss_cls": 0.048777580668684095, "loss_rpn_cls": 0.00124121643352737, "loss_rpn_loc": 0.002973164966533659, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5456513294484466, "total_loss": 0.06799197101327081}
{"data_time": 0.0040086444932967424, "eta_seconds": 103989.14251562976, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41711229946524064, "fast_rcnn/fg_cls_accuracy": 0.5828877005347594, "iteration": 47859, "loss_box_reg": 0.013560064369812608, "loss_cls": 0.05196037807036191, "loss_rpn_cls": 0.001254375239568617, "loss_rpn_loc": 0.0032777813030406833, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398821346461773, "total_loss": 0.07103528963156691}
{"data_time": 0.004201444797217846, "eta_seconds": 103934.24952939921, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3403361344537815, "fast_rcnn/fg_cls_accuracy": 0.6596638655462186, "iteration": 47879, "loss_box_reg": 0.01263197633670643, "loss_cls": 0.04930712137138471, "loss_rpn_cls": 0.0012415346185434828, "loss_rpn_loc": 0.0028591327645699494, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5359046314842999, "total_loss": 0.06673043269677237}
{"data_time": 0.0038774653803557158, "eta_seconds": 103936.42596431961, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45050685748360164, "fast_rcnn/fg_cls_accuracy": 0.5494931425163982, "iteration": 47899, "loss_box_reg": 0.013538485392928123, "loss_cls": 0.05043337307870388, "loss_rpn_cls": 0.0009385150773368878, "loss_rpn_loc": 0.003776090408791788, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5435498375445604, "total_loss": 0.06909867554099947}
{"data_time": 0.0037662640679627657, "eta_seconds": 103936.17860438931, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3487841945288754, "fast_rcnn/fg_cls_accuracy": 0.6512158054711246, "iteration": 47919, "loss_box_reg": 0.013467380253132433, "loss_cls": 0.04947665799409151, "loss_rpn_cls": 0.001847824098149431, "loss_rpn_loc": 0.003529599191097077, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.543916787719354, "total_loss": 0.0690788149177024}
{"data_time": 0.0041017113253474236, "eta_seconds": 103901.7905323517, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.42974708952228025, "fast_rcnn/fg_cls_accuracy": 0.5702529104777199, "iteration": 47939, "loss_box_reg": 0.013495341263478622, "loss_cls": 0.051979479496367276, "loss_rpn_cls": 0.0011029732571614659, "loss_rpn_loc": 0.003029236711881822, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395633345469832, "total_loss": 0.07016697542212569}
{"data_time": 0.003905436024069786, "eta_seconds": 103903.96290812595, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.44237588652482274, "fast_rcnn/fg_cls_accuracy": 0.5576241134751774, "iteration": 47959, "loss_box_reg": 0.01405343454098329, "loss_cls": 0.051863595959730446, "loss_rpn_cls": 0.0016551651540339662, "loss_rpn_loc": 0.0032411639476777054, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53524653846398, "total_loss": 0.06964632685713923}
{"data_time": 0.0042742108926177025, "eta_seconds": 103920.12017351249, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3826121794871795, "fast_rcnn/fg_cls_accuracy": 0.6173878205128205, "iteration": 47979, "loss_box_reg": 0.013705909310374409, "loss_cls": 0.04781533603090793, "loss_rpn_cls": 0.0016509386562120199, "loss_rpn_loc": 0.004556198444333859, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5419283360242844, "total_loss": 0.06879010855982415}
{"data_time": 0.0038678969722241163, "eta_seconds": 103909.29634485068, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.642156862745098, "iteration": 47999, "loss_box_reg": 0.014442917774431407, "loss_cls": 0.052165470784530044, "loss_rpn_cls": 0.0015005514763970496, "loss_rpn_loc": 0.0034474192943889648, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5410181740298867, "total_loss": 0.07251982036711979}
{"data_time": 0.004221692448481917, "eta_seconds": 103891.36545507889, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.47063492063492063, "fast_rcnn/fg_cls_accuracy": 0.5293650793650794, "iteration": 48019, "loss_box_reg": 0.013498173153493553, "loss_cls": 0.05348918156232685, "loss_rpn_cls": 0.00149913090535847, "loss_rpn_loc": 0.003173506829625694, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5439300541765988, "total_loss": 0.06958881302659847}
{"data_time": 0.004069338086992502, "eta_seconds": 103871.24588625203, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4176798378926039, "fast_rcnn/fg_cls_accuracy": 0.5716818642350557, "iteration": 48039, "loss_box_reg": 0.01395732062519528, "loss_cls": 0.04928412951994687, "loss_rpn_cls": 0.000979438293200019, "loss_rpn_loc": 0.00388928107713582, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5469652540050447, "total_loss": 0.07122580056898187}
{"data_time": 0.003994304919615388, "eta_seconds": 103876.82485886524, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3550420168067227, "fast_rcnn/fg_cls_accuracy": 0.6449579831932774, "iteration": 48059, "loss_box_reg": 0.013855889847036451, "loss_cls": 0.05008613772224635, "loss_rpn_cls": 0.0013768806309144566, "loss_rpn_loc": 0.002802860635711113, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.544746815925464, "total_loss": 0.06846440514686947}
{"data_time": 0.003652171464636922, "eta_seconds": 103885.47657981189, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.4546938775510204, "fast_rcnn/fg_cls_accuracy": 0.5430839002267573, "iteration": 48079, "loss_box_reg": 0.013359803328057751, "loss_cls": 0.04951397445984185, "loss_rpn_cls": 0.0016261400107850932, "loss_rpn_loc": 0.0036151241256447975, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5411114182788879, "total_loss": 0.06811119871531446}
{"data_time": 0.0038061176892369986, "eta_seconds": 103893.02353920671, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.49, "fast_rcnn/fg_cls_accuracy": 0.51, "iteration": 48099, "loss_box_reg": 0.013780090463114902, "loss_cls": 0.05042697937460616, "loss_rpn_cls": 0.001086138723167096, "loss_rpn_loc": 0.003975028197601205, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.546350363176316, "total_loss": 0.07071266589434089}
{"data_time": 0.004349802853539586, "eta_seconds": 103873.82884204155, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5298701298701298, "fast_rcnn/fg_cls_accuracy": 0.4701298701298701, "iteration": 48119, "loss_box_reg": 0.012722319981548935, "loss_cls": 0.05272078386042267, "loss_rpn_cls": 0.0010901467361463801, "loss_rpn_loc": 0.0034745334523904603, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438473664689809, "total_loss": 0.06974940815052832}
{"data_time": 0.004028425784781575, "eta_seconds": 103863.0019411142, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.37595907928388744, "fast_rcnn/fg_cls_accuracy": 0.6240409207161126, "iteration": 48139, "loss_box_reg": 0.013867912668501958, "loss_cls": 0.05144191603176296, "loss_rpn_cls": 0.0011360146854713093, "loss_rpn_loc": 0.0025503128454147372, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397651151288301, "total_loss": 0.0688522772229021}
{"data_time": 0.003977558109909296, "eta_seconds": 103852.17504018685, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.36397058823529416, "fast_rcnn/fg_cls_accuracy": 0.5738636363636364, "iteration": 48159, "loss_box_reg": 0.013824554451275617, "loss_cls": 0.051251396944280714, "loss_rpn_cls": 0.0016399070049146758, "loss_rpn_loc": 0.0036283870867919177, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544517180416733, "total_loss": 0.07288057117301605}
{"data_time": 0.004435038892552257, "eta_seconds": 103844.75288744643, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4661854103343465, "fast_rcnn/fg_cls_accuracy": 0.4283374283374284, "iteration": 48179, "loss_box_reg": 0.0127783450006973, "loss_cls": 0.05441750818863511, "loss_rpn_cls": 0.0014956429806716187, "loss_rpn_loc": 0.004072824154718546, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.549456353764981, "total_loss": 0.0730820686098923}
{"data_time": 0.004650722024962306, "eta_seconds": 103833.92563152686, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31771771771771773, "fast_rcnn/fg_cls_accuracy": 0.6777777777777778, "iteration": 48199, "loss_box_reg": 0.013998154550790787, "loss_cls": 0.05430554784834385, "loss_rpn_cls": 0.0011497195124547943, "loss_rpn_loc": 0.0033308159654552583, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361270741559565, "total_loss": 0.07275512475996493}
{"data_time": 0.004212081898003817, "eta_seconds": 103823.09837560728, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.27248677248677244, "fast_rcnn/fg_cls_accuracy": 0.7275132275132274, "iteration": 48219, "loss_box_reg": 0.01300811892724596, "loss_cls": 0.04699040704872459, "loss_rpn_cls": 0.0014826516461425854, "loss_rpn_loc": 0.0036568698778864928, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414986570831388, "total_loss": 0.06529387342266091}
{"data_time": 0.0037955495063215494, "eta_seconds": 103779.4104009089, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.209375, "fast_rcnn/fg_cls_accuracy": 0.790625, "iteration": 48239, "loss_box_reg": 0.01367470365948975, "loss_cls": 0.050613411935046315, "loss_rpn_cls": 0.0011447758098483973, "loss_rpn_loc": 0.003059676539123757, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364156465511769, "total_loss": 0.06943056043326123}
{"data_time": 0.004568471107631922, "eta_seconds": 103761.48839584272, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2938099389712293, "fast_rcnn/fg_cls_accuracy": 0.7061900610287708, "iteration": 48259, "loss_box_reg": 0.013393976376391947, "loss_cls": 0.04882902908138931, "loss_rpn_cls": 0.0016011015887897884, "loss_rpn_loc": 0.003791232727962779, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5393886645324528, "total_loss": 0.07008551445170497}
{"data_time": 0.004001500550657511, "eta_seconds": 103750.66530757304, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.28106060606060607, "fast_rcnn/fg_cls_accuracy": 0.718939393939394, "iteration": 48279, "loss_box_reg": 0.014243115088902414, "loss_cls": 0.05221761157736182, "loss_rpn_cls": 0.0007750736551770387, "loss_rpn_loc": 0.002612033800687641, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5448012806009501, "total_loss": 0.07181302928734112}
{"data_time": 0.0040032216347754, "eta_seconds": 103751.00894337357, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4825581395348837, "fast_rcnn/fg_cls_accuracy": 0.5174418604651163, "iteration": 48299, "loss_box_reg": 0.014631354482844472, "loss_cls": 0.05214335711207241, "loss_rpn_cls": 0.0015692722947733273, "loss_rpn_loc": 0.004264541072188877, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5413987375795841, "total_loss": 0.07351711795831761}
{"data_time": 0.004053736105561256, "eta_seconds": 103752.8654108448, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4376114081996435, "fast_rcnn/fg_cls_accuracy": 0.5309503051438536, "iteration": 48319, "loss_box_reg": 0.013985814264742658, "loss_cls": 0.0508651930722408, "loss_rpn_cls": 0.0016656217219406244, "loss_rpn_loc": 0.004703253816842334, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5416102507151663, "total_loss": 0.07246795534456396}
{"data_time": 0.0039005025755614042, "eta_seconds": 103754.7329318407, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21583850931677018, "fast_rcnn/fg_cls_accuracy": 0.7663043478260869, "iteration": 48339, "loss_box_reg": 0.012510401604231447, "loss_cls": 0.04934695502743125, "loss_rpn_cls": 0.0013434024701837188, "loss_rpn_loc": 0.0032611589740554336, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5505661200731993, "total_loss": 0.06813458089447977}
{"data_time": 0.00401023356243968, "eta_seconds": 103743.90603091335, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.47068511198945984, "fast_rcnn/fg_cls_accuracy": 0.5293148880105402, "iteration": 48359, "loss_box_reg": 0.012942650733748451, "loss_cls": 0.049061719328165054, "loss_rpn_cls": 0.0013528305890986303, "loss_rpn_loc": 0.004223384235956473, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5393842633347958, "total_loss": 0.06805644233691055}
{"data_time": 0.004003079608082771, "eta_seconds": 103720.0247105374, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.45340425531914896, "fast_rcnn/fg_cls_accuracy": 0.5374418604651163, "iteration": 48379, "loss_box_reg": 0.013904970925068483, "loss_cls": 0.051471351995132864, "loss_rpn_cls": 0.0012774621643529827, "loss_rpn_loc": 0.0036707813342218287, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5311177980620414, "total_loss": 0.07195186689170896}
{"data_time": 0.0039073205552995205, "eta_seconds": 103696.88767695171, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4570175438596491, "fast_rcnn/fg_cls_accuracy": 0.5429824561403509, "iteration": 48399, "loss_box_reg": 0.014313498744741082, "loss_cls": 0.0513385278172791, "loss_rpn_cls": 0.0013992192009482096, "loss_rpn_loc": 0.003723765374161303, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.540908808587119, "total_loss": 0.07337100982465472}
{"data_time": 0.004286366514861584, "eta_seconds": 103708.36197145144, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41395663956639567, "fast_rcnn/fg_cls_accuracy": 0.5219534050179211, "iteration": 48419, "loss_box_reg": 0.012935351056512445, "loss_cls": 0.05022078496403992, "loss_rpn_cls": 0.0016432374841315323, "loss_rpn_loc": 0.005078742491605226, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5405507704708725, "total_loss": 0.0708385900486519}
{"data_time": 0.0037787200417369604, "eta_seconds": 103708.18470197753, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5535714285714286, "iteration": 48439, "loss_box_reg": 0.013460439658956602, "loss_cls": 0.04898359742946923, "loss_rpn_cls": 0.0016599043455016727, "loss_rpn_loc": 0.003926053697796306, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5442049016710371, "total_loss": 0.06876392684023358}
{"data_time": 0.004278003005310893, "eta_seconds": 103708.83854114776, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3870235934664247, "fast_rcnn/fg_cls_accuracy": 0.6129764065335753, "iteration": 48459, "loss_box_reg": 0.014165636734105647, "loss_cls": 0.05036322242813185, "loss_rpn_cls": 0.0017564560432674625, "loss_rpn_loc": 0.0026168120457441546, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396161954849958, "total_loss": 0.07028453133420953}
{"data_time": 0.004104677587747574, "eta_seconds": 103721.68120087637, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36622073578595316, "fast_rcnn/fg_cls_accuracy": 0.6337792642140468, "iteration": 48479, "loss_box_reg": 0.014671577722765505, "loss_cls": 0.0507569017354399, "loss_rpn_cls": 0.0017360479873218537, "loss_rpn_loc": 0.003821490579866804, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5524481504689902, "total_loss": 0.07245687466229356}
{"data_time": 0.003795146942138672, "eta_seconds": 103738.51456309762, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37236842105263157, "fast_rcnn/fg_cls_accuracy": 0.5910931174089069, "iteration": 48499, "loss_box_reg": 0.01441478991182521, "loss_cls": 0.0517728558043018, "loss_rpn_cls": 0.001874433812645293, "loss_rpn_loc": 0.0037101828929735348, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418934731278569, "total_loss": 0.07216152221553784}
{"data_time": 0.004222351824864745, "eta_seconds": 103727.68031005841, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.35144927536231885, "fast_rcnn/fg_cls_accuracy": 0.626328502415459, "iteration": 48519, "loss_box_reg": 0.012828407867345959, "loss_cls": 0.05075232242234051, "loss_rpn_cls": 0.001314324838972425, "loss_rpn_loc": 0.003088907771598315, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405832172837108, "total_loss": 0.06826442357737506}
{"data_time": 0.004485541954636574, "eta_seconds": 103716.8460570192, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3376984126984127, "fast_rcnn/fg_cls_accuracy": 0.6623015873015873, "iteration": 48539, "loss_box_reg": 0.012608775054104626, "loss_cls": 0.04783043795032427, "loss_rpn_cls": 0.0009569431368277037, "loss_rpn_loc": 0.0030432505081989802, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5479784170165658, "total_loss": 0.0651963920217895}
{"data_time": 0.004066326888278127, "eta_seconds": 103664.30342359445, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4336961900049481, "fast_rcnn/fg_cls_accuracy": 0.5663038099950519, "iteration": 48559, "loss_box_reg": 0.013583780964836478, "loss_cls": 0.05092561594210565, "loss_rpn_cls": 0.00132934543535157, "loss_rpn_loc": 0.003055424780541216, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5360951949842274, "total_loss": 0.06882219212513974}
{"data_time": 0.004455967107787728, "eta_seconds": 103632.3908511505, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.4625850340136054, "fast_rcnn/fg_cls_accuracy": 0.5374149659863945, "iteration": 48579, "loss_box_reg": 0.014372209669090807, "loss_cls": 0.05208262335509062, "loss_rpn_cls": 0.0016635718251336584, "loss_rpn_loc": 0.004241881295456551, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.537977010011673, "total_loss": 0.07152339007257069}
{"data_time": 0.0042849513702094555, "eta_seconds": 103634.65276893391, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.303030303030303, "fast_rcnn/fg_cls_accuracy": 0.6954022988505747, "iteration": 48599, "loss_box_reg": 0.013759036432020366, "loss_cls": 0.051272734301164746, "loss_rpn_cls": 0.0008286775288866011, "loss_rpn_loc": 0.003538606793881627, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422281550709158, "total_loss": 0.07154233459216641}
{"data_time": 0.00397468451410532, "eta_seconds": 103623.82370819035, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.42080745341614906, "fast_rcnn/fg_cls_accuracy": 0.579192546583851, "iteration": 48619, "loss_box_reg": 0.013877155259251595, "loss_cls": 0.054000166011974216, "loss_rpn_cls": 0.001613127110658752, "loss_rpn_loc": 0.0030564257176592946, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390132460743189, "total_loss": 0.07377581407138223}
{"data_time": 0.0038397121243178844, "eta_seconds": 103599.90777222463, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24151643690349947, "fast_rcnn/fg_cls_accuracy": 0.7584835630965006, "iteration": 48639, "loss_box_reg": 0.013288463756907731, "loss_cls": 0.04855639301240444, "loss_rpn_cls": 0.0015376098816659578, "loss_rpn_loc": 0.003749309467821149, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5395055278204381, "total_loss": 0.06798483510283404}
{"data_time": 0.004059308674186468, "eta_seconds": 103556.2981490409, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4403820816864295, "fast_rcnn/fg_cls_accuracy": 0.5596179183135706, "iteration": 48659, "loss_box_reg": 0.014418186794500798, "loss_cls": 0.05098712811013684, "loss_rpn_cls": 0.00208437229412084, "loss_rpn_loc": 0.0032925404666457325, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5358626188244671, "total_loss": 0.06968067329808036}
{"data_time": 0.003792072646319866, "eta_seconds": 103545.47388261091, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4530791788856305, "fast_rcnn/fg_cls_accuracy": 0.5469208211143695, "iteration": 48679, "loss_box_reg": 0.012631927616894245, "loss_cls": 0.04876427387353033, "loss_rpn_cls": 0.0012655125813125778, "loss_rpn_loc": 0.003047933991183527, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.546190625987947, "total_loss": 0.06673240085206089}
{"data_time": 0.0038359479513019323, "eta_seconds": 103546.81609609863, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5358974358974359, "fast_rcnn/fg_cls_accuracy": 0.4641025641025641, "iteration": 48699, "loss_box_reg": 0.013939024531282485, "loss_cls": 0.052178212092258036, "loss_rpn_cls": 0.0010784456271721865, "loss_rpn_loc": 0.004501899315073388, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5449766309466213, "total_loss": 0.07259249781668586}
{"data_time": 0.00374038890004158, "eta_seconds": 103523.82534975093, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.44999999999999996, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 48719, "loss_box_reg": 0.014252414926886559, "loss_cls": 0.05489198898430914, "loss_rpn_cls": 0.0008083233465754347, "loss_rpn_loc": 0.0022821922502771486, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380031915847212, "total_loss": 0.07452205567528836}
{"data_time": 0.003675437532365322, "eta_seconds": 103508.94039656711, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36034618410700237, "fast_rcnn/fg_cls_accuracy": 0.6313588850174217, "iteration": 48739, "loss_box_reg": 0.012870229926193133, "loss_cls": 0.0510687583591789, "loss_rpn_cls": 0.0014771492876661796, "loss_rpn_loc": 0.0038850867822475266, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5410094417165965, "total_loss": 0.07174332723229782}
{"data_time": 0.0038434474263340235, "eta_seconds": 103524.31009224476, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 48759, "loss_box_reg": 0.01420372404390946, "loss_cls": 0.05167068028822541, "loss_rpn_cls": 0.0016720955022719863, "loss_rpn_loc": 0.0038597897146246396, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5459818784147501, "total_loss": 0.07132890924958701}
{"data_time": 0.003651121398434043, "eta_seconds": 103502.85986819281, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5189909297052154, "fast_rcnn/fg_cls_accuracy": 0.48100907029478457, "iteration": 48779, "loss_box_reg": 0.014965716138249263, "loss_cls": 0.05008321872446686, "loss_rpn_cls": 0.0014100937385137513, "loss_rpn_loc": 0.003442905526753748, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410174140706658, "total_loss": 0.06897029344577277}
{"data_time": 0.003981446381658316, "eta_seconds": 103479.87427814514, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.32027649769585254, "fast_rcnn/fg_cls_accuracy": 0.6797235023041475, "iteration": 48799, "loss_box_reg": 0.014093868783675134, "loss_cls": 0.04546874773222953, "loss_rpn_cls": 0.0010248902714238284, "loss_rpn_loc": 0.0032152300082088914, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401127419900149, "total_loss": 0.06570967925449622}
{"data_time": 0.0039104875177145, "eta_seconds": 103494.2416960015, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29634146341463413, "fast_rcnn/fg_cls_accuracy": 0.7036585365853658, "iteration": 48819, "loss_box_reg": 0.013509561191312969, "loss_cls": 0.05079774430487305, "loss_rpn_cls": 0.0016776146244410484, "loss_rpn_loc": 0.0033820267672126647, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417984465602785, "total_loss": 0.06995502532527098}
{"data_time": 0.004819053923711181, "eta_seconds": 103486.10840614978, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3475177304964539, "fast_rcnn/fg_cls_accuracy": 0.6524822695035462, "iteration": 48839, "loss_box_reg": 0.01374200830468908, "loss_cls": 0.051888368325307965, "loss_rpn_cls": 0.0013378812851669863, "loss_rpn_loc": 0.0037694867642130703, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5426609851419926, "total_loss": 0.07051639049120695}
{"data_time": 0.004366073291748762, "eta_seconds": 103490.31585779344, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3709608843537415, "fast_rcnn/fg_cls_accuracy": 0.6037414965986394, "iteration": 48859, "loss_box_reg": 0.013050398032646626, "loss_cls": 0.05085237603634596, "loss_rpn_cls": 0.0009905793160669418, "loss_rpn_loc": 0.0025402185165148694, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436228136532009, "total_loss": 0.07021357997155064}
{"data_time": 0.004044611006975174, "eta_seconds": 103469.53878954705, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5867709815078237, "fast_rcnn/fg_cls_accuracy": 0.4132290184921764, "iteration": 48879, "loss_box_reg": 0.013306309294421226, "loss_cls": 0.0463386052288115, "loss_rpn_cls": 0.0011423128812566574, "loss_rpn_loc": 0.0031364155147457495, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392281175591052, "total_loss": 0.06432704753285634}
{"data_time": 0.004663863684982061, "eta_seconds": 103453.62706055958, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.44902073732718895, "fast_rcnn/fg_cls_accuracy": 0.550979262672811, "iteration": 48899, "loss_box_reg": 0.012901522684842348, "loss_cls": 0.047804042347706854, "loss_rpn_cls": 0.0010566128073605796, "loss_rpn_loc": 0.0035779231038759463, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417854599654675, "total_loss": 0.07028035093264862}
{"data_time": 0.003687443444505334, "eta_seconds": 103414.929090027, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.46343085106382975, "fast_rcnn/fg_cls_accuracy": 0.5365691489361701, "iteration": 48919, "loss_box_reg": 0.013706837315112352, "loss_cls": 0.05477453407365829, "loss_rpn_cls": 0.0007082917793468368, "loss_rpn_loc": 0.0034621004451764748, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384364060591906, "total_loss": 0.0725764925907697}
{"data_time": 0.004098993958905339, "eta_seconds": 103400.70197849278, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4238310708898944, "fast_rcnn/fg_cls_accuracy": 0.5305944055944056, "iteration": 48939, "loss_box_reg": 0.013543901382945478, "loss_cls": 0.048047593678347766, "loss_rpn_cls": 0.001797069575104615, "loss_rpn_loc": 0.0034411140040901955, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5353483043145388, "total_loss": 0.06786580183188562}
{"data_time": 0.0038601448759436607, "eta_seconds": 103405.4306382637, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42967914438502675, "fast_rcnn/fg_cls_accuracy": 0.5703208556149733, "iteration": 48959, "loss_box_reg": 0.014370398654136807, "loss_cls": 0.05061745282728225, "loss_rpn_cls": 0.0013996193747516372, "loss_rpn_loc": 0.003821676586085232, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5451083935331553, "total_loss": 0.07031600649816028}
{"data_time": 0.004044797504320741, "eta_seconds": 103359.02958220057, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3726851851851852, "fast_rcnn/fg_cls_accuracy": 0.6273148148148149, "iteration": 48979, "loss_box_reg": 0.013726160512305796, "loss_cls": 0.0490675987675786, "loss_rpn_cls": 0.0018469031352879028, "loss_rpn_loc": 0.002780977309157606, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377268665470183, "total_loss": 0.06779757432809674}
{"data_time": 0.004031075164675713, "eta_seconds": 103371.63229794824, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3929539295392954, "fast_rcnn/fg_cls_accuracy": 0.6070460704607046, "iteration": 48999, "loss_box_reg": 0.013413017150014639, "loss_cls": 0.0505901092546992, "loss_rpn_cls": 0.0014270486857412834, "loss_rpn_loc": 0.004048486440296983, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5474360194057226, "total_loss": 0.0706604732578171}
{"data_time": 0.0041092748288065195, "eta_seconds": 103337.38609178178, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4464052287581699, "fast_rcnn/fg_cls_accuracy": 0.5535947712418301, "iteration": 49019, "loss_box_reg": 0.013447984238155186, "loss_cls": 0.050997818005271256, "loss_rpn_cls": 0.0010443825011350327, "loss_rpn_loc": 0.003409749951970298, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5375532472971827, "total_loss": 0.07054794979615053}
{"data_time": 0.004080511163920164, "eta_seconds": 103340.29834848456, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4807692307692308, "fast_rcnn/fg_cls_accuracy": 0.4928571428571429, "iteration": 49039, "loss_box_reg": 0.012935886508785188, "loss_cls": 0.04877849854528904, "loss_rpn_cls": 0.000923735067999587, "loss_rpn_loc": 0.0027534457185538486, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5454264266882092, "total_loss": 0.06675123092782087}
{"data_time": 0.0043264206033200026, "eta_seconds": 103300.73252392374, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.29569892473118276, "fast_rcnn/fg_cls_accuracy": 0.6476190476190475, "iteration": 49059, "loss_box_reg": 0.01299998041940853, "loss_cls": 0.05179045128170401, "loss_rpn_cls": 0.0012867858056324621, "loss_rpn_loc": 0.002944183550425805, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538996844086796, "total_loss": 0.07090651314399565}
{"data_time": 0.004007960669696331, "eta_seconds": 103289.91235093586, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.37074829931972786, "fast_rcnn/fg_cls_accuracy": 0.5834183673469387, "iteration": 49079, "loss_box_reg": 0.013355008268263191, "loss_cls": 0.04944295628229156, "loss_rpn_cls": 0.0016525186010767356, "loss_rpn_loc": 0.0030751232952752616, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541455609491095, "total_loss": 0.0698735834580475}
{"data_time": 0.0037109849508851767, "eta_seconds": 103259.95246240473, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2550925925925926, "fast_rcnn/fg_cls_accuracy": 0.74375, "iteration": 49099, "loss_box_reg": 0.013626867497805506, "loss_cls": 0.051651224319357425, "loss_rpn_cls": 0.0014164521659267848, "loss_rpn_loc": 0.0028382146992953494, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5435328434687108, "total_loss": 0.06959649654757527}
{"data_time": 0.003967976896092296, "eta_seconds": 103227.91265452746, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2761627906976744, "fast_rcnn/fg_cls_accuracy": 0.7238372093023255, "iteration": 49119, "loss_box_reg": 0.013924874481745064, "loss_cls": 0.05117778934072703, "loss_rpn_cls": 0.0010610536942294857, "loss_rpn_loc": 0.0028050100117980037, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408920079935342, "total_loss": 0.06818012502208148}
{"data_time": 0.004036647966131568, "eta_seconds": 103207.17839514068, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.43796992481203006, "fast_rcnn/fg_cls_accuracy": 0.5620300751879699, "iteration": 49139, "loss_box_reg": 0.013340030185645446, "loss_cls": 0.04773117060540244, "loss_rpn_cls": 0.0014081181766982809, "loss_rpn_loc": 0.0030432940111495554, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384891841094941, "total_loss": 0.06658463926601144}
{"data_time": 0.004347370937466621, "eta_seconds": 103186.4176880084, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35151515151515156, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 49159, "loss_box_reg": 0.012696255987975746, "loss_cls": 0.05287936935201287, "loss_rpn_cls": 0.0011146844240954579, "loss_rpn_loc": 0.00342074718355434, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.540696308715269, "total_loss": 0.07033908789060206}
{"data_time": 0.004231541650369763, "eta_seconds": 103175.60382540151, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33421926910299005, "fast_rcnn/fg_cls_accuracy": 0.6545092838196287, "iteration": 49179, "loss_box_reg": 0.01264599384739995, "loss_cls": 0.04901664506178349, "loss_rpn_cls": 0.0011772760226449464, "loss_rpn_loc": 0.004301055691030342, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5530337849631906, "total_loss": 0.0663207009628195}
{"data_time": 0.0038570526521652937, "eta_seconds": 103184.64887755457, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4156200941915228, "fast_rcnn/fg_cls_accuracy": 0.5843799058084772, "iteration": 49199, "loss_box_reg": 0.014145308959996328, "loss_cls": 0.05084506003186107, "loss_rpn_cls": 0.0017345843639304803, "loss_rpn_loc": 0.003414311693632044, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408146150875837, "total_loss": 0.06993265123514902}
{"data_time": 0.004006068920716643, "eta_seconds": 103153.97610018775, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.33871662360034455, "fast_rcnn/fg_cls_accuracy": 0.5816498316498316, "iteration": 49219, "loss_box_reg": 0.013752476021181792, "loss_cls": 0.05285296146757901, "loss_rpn_cls": 0.001261301914496471, "loss_rpn_loc": 0.004165640868450282, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5345561720896512, "total_loss": 0.0728260189411003}
{"data_time": 0.0037896535359323025, "eta_seconds": 103163.01698906813, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4342105263157895, "fast_rcnn/fg_cls_accuracy": 0.5657894736842106, "iteration": 49239, "loss_box_reg": 0.012840702867833897, "loss_cls": 0.048036116757430136, "loss_rpn_cls": 0.0011572641742532142, "loss_rpn_loc": 0.003184178007359151, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5423303779680282, "total_loss": 0.06592627266115869}
{"data_time": 0.004068546462804079, "eta_seconds": 103187.00827822648, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.31285714285714283, "fast_rcnn/fg_cls_accuracy": 0.6633333333333333, "iteration": 49259, "loss_box_reg": 0.012805615639081225, "loss_cls": 0.046776122180745006, "loss_rpn_cls": 0.0011649881736275347, "loss_rpn_loc": 0.0033444421424064785, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5463231333997101, "total_loss": 0.066051262720066}
{"data_time": 0.004340518964454532, "eta_seconds": 103210.42014506273, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25170068027210885, "fast_rcnn/fg_cls_accuracy": 0.7210054753608761, "iteration": 49279, "loss_box_reg": 0.013342969847144559, "loss_cls": 0.051181572140194476, "loss_rpn_cls": 0.001397921617353859, "loss_rpn_loc": 0.0027155699135619216, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5461048276629299, "total_loss": 0.06856215151020706}
{"data_time": 0.004351350478827953, "eta_seconds": 103221.3976483976, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4178486997635934, "fast_rcnn/fg_cls_accuracy": 0.5821513002364067, "iteration": 49299, "loss_box_reg": 0.013137905043549836, "loss_cls": 0.05258415127173066, "loss_rpn_cls": 0.0011166813860654656, "loss_rpn_loc": 0.0028924234393343795, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5487685753032565, "total_loss": 0.07060367002793555}
{"data_time": 0.004497368121519685, "eta_seconds": 103244.46011281642, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4650406504065041, "fast_rcnn/fg_cls_accuracy": 0.5349593495934959, "iteration": 49319, "loss_box_reg": 0.013625189603772014, "loss_cls": 0.05033967539202422, "loss_rpn_cls": 0.001870908223565948, "loss_rpn_loc": 0.004067470574227627, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5459212795831263, "total_loss": 0.07264288556771703}
{"data_time": 0.004180567804723978, "eta_seconds": 103216.2841346797, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.42358803986710963, "fast_rcnn/fg_cls_accuracy": 0.5662020905923345, "iteration": 49339, "loss_box_reg": 0.013695677800569683, "loss_cls": 0.05316918471362442, "loss_rpn_cls": 0.000718411116849893, "loss_rpn_loc": 0.0029366793314693496, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5361895796377212, "total_loss": 0.07283958271239044}
{"data_time": 0.004434417467564344, "eta_seconds": 103201.08755586552, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.46683673469387754, "fast_rcnn/fg_cls_accuracy": 0.5153061224489797, "iteration": 49359, "loss_box_reg": 0.013279846694786102, "loss_cls": 0.05132739833788946, "loss_rpn_cls": 0.0013577753554727678, "loss_rpn_loc": 0.0032319176170858555, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5353859111201018, "total_loss": 0.0705176434342718}
{"data_time": 0.004118399694561958, "eta_seconds": 103206.47827532096, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2915322580645161, "fast_rcnn/fg_cls_accuracy": 0.7084677419354839, "iteration": 49379, "loss_box_reg": 0.01371188260964118, "loss_cls": 0.05275003146380186, "loss_rpn_cls": 0.0010389324029347335, "loss_rpn_loc": 0.003206577355740592, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5438296925276518, "total_loss": 0.07133040847702432}
{"data_time": 0.004207021323964, "eta_seconds": 103188.87330009066, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4225563909774436, "fast_rcnn/fg_cls_accuracy": 0.5774436090225563, "iteration": 49399, "loss_box_reg": 0.014394723228178918, "loss_cls": 0.05157112918095663, "loss_rpn_cls": 0.0012906763549835887, "loss_rpn_loc": 0.003796514982241206, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5373158536385745, "total_loss": 0.07116945355346616}
{"data_time": 0.0040513279382139444, "eta_seconds": 103184.82137953816, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42414529914529914, "fast_rcnn/fg_cls_accuracy": 0.5146198830409356, "iteration": 49419, "loss_box_reg": 0.013688039500266314, "loss_cls": 0.05124951066682115, "loss_rpn_cls": 0.0014377473024751453, "loss_rpn_loc": 0.003262813581386581, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5422927895560861, "total_loss": 0.0708878549696692}
{"data_time": 0.004210093291476369, "eta_seconds": 103167.21782644675, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4214586255259467, "fast_rcnn/fg_cls_accuracy": 0.5785413744740533, "iteration": 49439, "loss_box_reg": 0.013469135214108974, "loss_cls": 0.04726544441655278, "loss_rpn_cls": 0.0009531579543136104, "loss_rpn_loc": 0.00440000086746295, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5424678213894367, "total_loss": 0.06908927955134914}
{"data_time": 0.004319250816479325, "eta_seconds": 103163.16448375536, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3222222222222222, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 49459, "loss_box_reg": 0.013525738060707226, "loss_cls": 0.049109244893770665, "loss_rpn_cls": 0.0011348858918154292, "loss_rpn_loc": 0.002991359586303588, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5414761265274137, "total_loss": 0.06755506256098442}
{"data_time": 0.003873394336551428, "eta_seconds": 103140.4937015085, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3401360544217687, "fast_rcnn/fg_cls_accuracy": 0.6598639455782312, "iteration": 49479, "loss_box_reg": 0.013032083923462778, "loss_cls": 0.050096986000426114, "loss_rpn_cls": 0.0010499181298655458, "loss_rpn_loc": 0.0030289656770037254, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413264574017376, "total_loss": 0.06671403745713178}
{"data_time": 0.00424594059586525, "eta_seconds": 103134.73461598088, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4883468834688347, "fast_rcnn/fg_cls_accuracy": 0.5116531165311653, "iteration": 49499, "loss_box_reg": 0.01348645644611679, "loss_cls": 0.051528786309063435, "loss_rpn_cls": 0.001156303997845498, "loss_rpn_loc": 0.0030147974102874286, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5445287749171257, "total_loss": 0.07119015979969845}
{"data_time": 0.004356819204986095, "eta_seconds": 103114.47358505684, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4825581395348837, "fast_rcnn/fg_cls_accuracy": 0.5174418604651163, "iteration": 49519, "loss_box_reg": 0.013449633494019508, "loss_cls": 0.05045802390668541, "loss_rpn_cls": 0.0012455756209419633, "loss_rpn_loc": 0.0029182005164329894, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360907185822725, "total_loss": 0.0689282295807061}
{"data_time": 0.003743658307939768, "eta_seconds": 103079.37895141658, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.20465116279069767, "fast_rcnn/fg_cls_accuracy": 0.7953488372093023, "iteration": 49539, "loss_box_reg": 0.013688102888409048, "loss_cls": 0.04934028099523857, "loss_rpn_cls": 0.001306791243337102, "loss_rpn_loc": 0.004299094242014689, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5403110873885453, "total_loss": 0.07106869757944878}
{"data_time": 0.0038904184475541115, "eta_seconds": 103097.18488255353, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5380102040816326, "fast_rcnn/fg_cls_accuracy": 0.4619897959183673, "iteration": 49559, "loss_box_reg": 0.013512177742086351, "loss_cls": 0.046987118024844676, "loss_rpn_cls": 0.0008429061646211267, "loss_rpn_loc": 0.0034888274676632136, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5424883982632309, "total_loss": 0.06645166637338207}
{"data_time": 0.004102101316675544, "eta_seconds": 103120.57009687135, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3933982683982684, "fast_rcnn/fg_cls_accuracy": 0.6066017316017316, "iteration": 49579, "loss_box_reg": 0.013223456684499979, "loss_cls": 0.047706004697829485, "loss_rpn_cls": 0.0011938977193040046, "loss_rpn_loc": 0.0038747021681047045, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5455845969263464, "total_loss": 0.06726991326797815}
{"data_time": 0.003944132011383772, "eta_seconds": 103132.60098078288, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.291025641025641, "fast_rcnn/fg_cls_accuracy": 0.7, "iteration": 49599, "loss_box_reg": 0.013021413469687104, "loss_cls": 0.04844099888578057, "loss_rpn_cls": 0.0015965169322953443, "loss_rpn_loc": 0.0032669187676219735, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5494274264201522, "total_loss": 0.06775971485717491}
{"data_time": 0.003760764840990305, "eta_seconds": 103121.7677812744, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.22474747474747475, "fast_rcnn/fg_cls_accuracy": 0.7547846889952152, "iteration": 49619, "loss_box_reg": 0.013938378950115293, "loss_cls": 0.0524372129002586, "loss_rpn_cls": 0.0013666492364450278, "loss_rpn_loc": 0.0029760073011857457, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388171109370887, "total_loss": 0.07269430507398056}
{"data_time": 0.004350426374003291, "eta_seconds": 103103.25134055899, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5290697674418605, "fast_rcnn/fg_cls_accuracy": 0.47093023255813954, "iteration": 49639, "loss_box_reg": 0.01370950450655073, "loss_cls": 0.04944122734013945, "loss_rpn_cls": 0.0010583178021192907, "loss_rpn_loc": 0.00317165529486374, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377767051104456, "total_loss": 0.06936811397940801}
{"data_time": 0.003681038971990347, "eta_seconds": 103074.91874382924, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.41891891891891897, "fast_rcnn/fg_cls_accuracy": 0.5533948582729071, "iteration": 49659, "loss_box_reg": 0.013754845247603953, "loss_cls": 0.05198278068564832, "loss_rpn_cls": 0.0010872774107610894, "loss_rpn_loc": 0.0027353905170457438, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5334044173359871, "total_loss": 0.06903502617433332}
{"data_time": 0.003952977946028113, "eta_seconds": 103078.67854418792, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.38980509745127434, "fast_rcnn/fg_cls_accuracy": 0.5951086956521738, "iteration": 49679, "loss_box_reg": 0.012823868251871318, "loss_cls": 0.05190645810216665, "loss_rpn_cls": 0.0013108594205277768, "loss_rpn_loc": 0.0033439324506616686, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432216704357415, "total_loss": 0.07061521432797235}
{"data_time": 0.003895724890753627, "eta_seconds": 103067.84645749815, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5086206896551724, "fast_rcnn/fg_cls_accuracy": 0.4913793103448276, "iteration": 49699, "loss_box_reg": 0.012617822329048067, "loss_cls": 0.05119548412039876, "loss_rpn_cls": 0.0013089654758005054, "loss_rpn_loc": 0.0038755744571972173, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395625145174563, "total_loss": 0.07085450896261136}
{"data_time": 0.003771488554775715, "eta_seconds": 103059.92177143903, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46232057416267947, "fast_rcnn/fg_cls_accuracy": 0.5376794258373205, "iteration": 49719, "loss_box_reg": 0.013301095721544698, "loss_cls": 0.049888270325027406, "loss_rpn_cls": 0.0015553167185089478, "loss_rpn_loc": 0.00421441510115983, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394320564810187, "total_loss": 0.07048097780898388}
{"data_time": 0.00411429931409657, "eta_seconds": 103073.79417182808, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.47364280094413846, "fast_rcnn/fg_cls_accuracy": 0.5263571990558615, "iteration": 49739, "loss_box_reg": 0.013262021529953927, "loss_cls": 0.04849308537086472, "loss_rpn_cls": 0.0012591989082864075, "loss_rpn_loc": 0.0033548026149219368, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5428458391688764, "total_loss": 0.06738450065211055}
{"data_time": 0.004479094408452511, "eta_seconds": 103006.22157594259, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.407218992248062, "fast_rcnn/fg_cls_accuracy": 0.592781007751938, "iteration": 49759, "loss_box_reg": 0.013270530849695206, "loss_cls": 0.04950561869191006, "loss_rpn_cls": 0.001102415396815104, "loss_rpn_loc": 0.0033499287492304575, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383173669688404, "total_loss": 0.06892339480555165}
{"data_time": 0.004538911860436201, "eta_seconds": 103027.42459459906, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3783783783783784, "fast_rcnn/fg_cls_accuracy": 0.6216216216216216, "iteration": 49779, "loss_box_reg": 0.013155255117453635, "loss_cls": 0.052059589070267975, "loss_rpn_cls": 0.001153683254756288, "loss_rpn_loc": 0.003120008685073117, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5443275657016784, "total_loss": 0.07054727060290134}
{"data_time": 0.004005972063168883, "eta_seconds": 103002.9684814366, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2609393817743878, "fast_rcnn/fg_cls_accuracy": 0.7390606182256123, "iteration": 49799, "loss_box_reg": 0.013243710855022073, "loss_cls": 0.051571123069152236, "loss_rpn_cls": 0.0012308529991287287, "loss_rpn_loc": 0.003000514167069923, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5323332715779543, "total_loss": 0.0719482025074285}
{"data_time": 0.004585398826748133, "eta_seconds": 102979.88410422183, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4204244031830239, "fast_rcnn/fg_cls_accuracy": 0.5492307692307692, "iteration": 49819, "loss_box_reg": 0.013888026063796133, "loss_cls": 0.05168710969155654, "loss_rpn_cls": 0.001708561859686597, "loss_rpn_loc": 0.003051082843740005, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5395430289208889, "total_loss": 0.07038975525438218}
{"data_time": 0.003792006755247712, "eta_seconds": 102992.02185066976, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.44017094017094016, "fast_rcnn/fg_cls_accuracy": 0.5146198830409356, "iteration": 49839, "loss_box_reg": 0.013444691721815616, "loss_cls": 0.04995939432410523, "loss_rpn_cls": 0.0015550455650554795, "loss_rpn_loc": 0.004238419318426168, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5461791988927871, "total_loss": 0.06968338096748994}
{"data_time": 0.003944981377571821, "eta_seconds": 102955.93884690851, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3848684210526316, "fast_rcnn/fg_cls_accuracy": 0.609375, "iteration": 49859, "loss_box_reg": 0.012867527198977768, "loss_cls": 0.04751946707256138, "loss_rpn_cls": 0.0012734260114939389, "loss_rpn_loc": 0.004282057587261079, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5403879794757813, "total_loss": 0.06521538798222082}
{"data_time": 0.004095420707017183, "eta_seconds": 102980.93618766405, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.32520564042303174, "fast_rcnn/fg_cls_accuracy": 0.6464803312629399, "iteration": 49879, "loss_box_reg": 0.013314325507963076, "loss_cls": 0.05078299716114998, "loss_rpn_cls": 0.0012623398010873643, "loss_rpn_loc": 0.0031999397033359855, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437959700357169, "total_loss": 0.0683111927378377}
{"data_time": 0.0038821189664304256, "eta_seconds": 102997.24142931425, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 49899, "loss_box_reg": 0.013756490021478385, "loss_cls": 0.051347048254683614, "loss_rpn_cls": 0.0010725815029672958, "loss_rpn_loc": 0.003247275100875413, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.548775929491967, "total_loss": 0.0709692085754341}
{"data_time": 0.0037777735851705074, "eta_seconds": 103007.1536150754, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4142300194931774, "fast_rcnn/fg_cls_accuracy": 0.5857699805068226, "iteration": 49919, "loss_box_reg": 0.014041990099940449, "loss_cls": 0.048936186474747956, "loss_rpn_cls": 0.0011202312630302913, "loss_rpn_loc": 0.002779859556540032, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440545487217605, "total_loss": 0.06701243136259905}
{"data_time": 0.004105621483176947, "eta_seconds": 103006.26168370293, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4316993464052288, "fast_rcnn/fg_cls_accuracy": 0.5683006535947712, "iteration": 49939, "loss_box_reg": 0.013273325719637796, "loss_cls": 0.051853437966201454, "loss_rpn_cls": 0.0014745730224490217, "loss_rpn_loc": 0.003132135432679206, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5378611995838583, "total_loss": 0.07437411435535068}
{"data_time": 0.00426899828016758, "eta_seconds": 102985.47713954863, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.603030303030303, "iteration": 49959, "loss_box_reg": 0.012919719913043082, "loss_cls": 0.05200055008754134, "loss_rpn_cls": 0.0012767466008654083, "loss_rpn_loc": 0.00283173255957081, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400728965178132, "total_loss": 0.07235228357512824}
{"data_time": 0.0036760231014341116, "eta_seconds": 103006.5391357441, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2916149068322981, "fast_rcnn/fg_cls_accuracy": 0.7083850931677018, "iteration": 49979, "loss_box_reg": 0.012967508169822395, "loss_cls": 0.05136016150936484, "loss_rpn_cls": 0.0009641498531891557, "loss_rpn_loc": 0.0026929590130748693, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5496423407457769, "total_loss": 0.06975882434699088}
{"data_time": 0.004358927486464381, "eta_seconds": 102973.74383048201, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3816964285714286, "fast_rcnn/fg_cls_accuracy": 0.6004464285714286, "iteration": 49999, "loss_box_reg": 0.013140403549186885, "loss_cls": 0.04993503703735769, "loss_rpn_cls": 0.0011698119153606967, "loss_rpn_loc": 0.0034344418927503284, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5400300701148808, "total_loss": 0.06625118991269119}
{"data_time": 0.004260588437318802, "eta_seconds": 102979.84164706548, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.37898936170212766, "fast_rcnn/fg_cls_accuracy": 0.6210106382978724, "iteration": 50019, "loss_box_reg": 0.013100119191221893, "loss_cls": 0.047715996857732534, "loss_rpn_cls": 0.0006254851718949794, "loss_rpn_loc": 0.0032646778963680845, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5419040063861758, "total_loss": 0.06614755798364058}
{"data_time": 0.0045493533834815025, "eta_seconds": 102974.01434980915, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38675213675213677, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 50039, "loss_box_reg": 0.013251092284917831, "loss_cls": 0.04837272991426289, "loss_rpn_cls": 0.0017172403336189745, "loss_rpn_loc": 0.0033049091944121756, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5437602223828435, "total_loss": 0.06682047672325098}
{"data_time": 0.004111142596229911, "eta_seconds": 102981.42633414757, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43253968253968256, "fast_rcnn/fg_cls_accuracy": 0.5269607843137255, "iteration": 50059, "loss_box_reg": 0.013057825533905998, "loss_cls": 0.0496158279129304, "loss_rpn_cls": 0.0011500126190640003, "loss_rpn_loc": 0.0033589411141292658, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5437358161434531, "total_loss": 0.07038505680776552}
{"data_time": 0.00394668965600431, "eta_seconds": 102970.58281680965, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.542483660130719, "fast_rcnn/fg_cls_accuracy": 0.45751633986928103, "iteration": 50079, "loss_box_reg": 0.012948598043294623, "loss_cls": 0.053014884470030665, "loss_rpn_cls": 0.0014405706049274158, "loss_rpn_loc": 0.00283801576733822, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.542811471503228, "total_loss": 0.07164857866632701}
{"data_time": 0.003975311294198036, "eta_seconds": 102952.31838055863, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4708377518557795, "fast_rcnn/fg_cls_accuracy": 0.5108695652173914, "iteration": 50099, "loss_box_reg": 0.013784722366835922, "loss_cls": 0.05246041307691485, "loss_rpn_cls": 0.0011041779783056427, "loss_rpn_loc": 0.003255771782278316, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406297745648772, "total_loss": 0.0731110385224838}
{"data_time": 0.004483189433813095, "eta_seconds": 102921.84542510612, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.42107371794871795, "fast_rcnn/fg_cls_accuracy": 0.578926282051282, "iteration": 50119, "loss_box_reg": 0.013284892338560894, "loss_cls": 0.0524132726714015, "loss_rpn_cls": 0.0013498306400379079, "loss_rpn_loc": 0.00408043362403987, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5372912418097258, "total_loss": 0.06964760191544883}
{"data_time": 0.0038768774829804897, "eta_seconds": 102904.86125911167, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4158909574468085, "fast_rcnn/fg_cls_accuracy": 0.5841090425531915, "iteration": 50139, "loss_box_reg": 0.013471998507156968, "loss_cls": 0.052451648749411106, "loss_rpn_cls": 0.0018669122903247626, "loss_rpn_loc": 0.002879172116081463, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357824875973165, "total_loss": 0.07139738585817668}
{"data_time": 0.0042142237070947886, "eta_seconds": 102894.02123812167, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38409961685823757, "fast_rcnn/fg_cls_accuracy": 0.6159003831417624, "iteration": 50159, "loss_box_reg": 0.012381670239847153, "loss_cls": 0.05084243090823293, "loss_rpn_cls": 0.0011473179533822986, "loss_rpn_loc": 0.0031521205564786214, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370498006232083, "total_loss": 0.06810640019216407}
{"data_time": 0.004077220801264048, "eta_seconds": 102853.87329450552, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.42251950947603123, "fast_rcnn/fg_cls_accuracy": 0.5774804905239688, "iteration": 50179, "loss_box_reg": 0.013590758084319532, "loss_cls": 0.04975917818956077, "loss_rpn_cls": 0.0009864436174211733, "loss_rpn_loc": 0.0031457552868232597, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.540087858447805, "total_loss": 0.06953242964254969}
{"data_time": 0.003875721711665392, "eta_seconds": 102843.03636146919, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3717948717948718, "fast_rcnn/fg_cls_accuracy": 0.6282051282051282, "iteration": 50199, "loss_box_reg": 0.013592062110546976, "loss_cls": 0.05162415362428874, "loss_rpn_cls": 0.000756636689629886, "loss_rpn_loc": 0.0024916651600506157, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414236844517291, "total_loss": 0.06832516677678768}
{"data_time": 0.0040270627941936255, "eta_seconds": 102850.73969305889, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3931788931788932, "fast_rcnn/fg_cls_accuracy": 0.5952380952380952, "iteration": 50219, "loss_box_reg": 0.013584968401119113, "loss_cls": 0.04995810810942203, "loss_rpn_cls": 0.0011040102494348503, "loss_rpn_loc": 0.0030516102888213936, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5420340865384787, "total_loss": 0.0674337753242753}
{"data_time": 0.004071862204000354, "eta_seconds": 102833.74181086128, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4097222222222222, "fast_rcnn/fg_cls_accuracy": 0.5902777777777778, "iteration": 50239, "loss_box_reg": 0.01271838287357241, "loss_cls": 0.04961951414588839, "loss_rpn_cls": 0.0014257519121656514, "loss_rpn_loc": 0.004098869754670886, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5380278369411826, "total_loss": 0.06739197284787224}
{"data_time": 0.0037618305068463087, "eta_seconds": 102829.06191926845, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.508891928864569, "fast_rcnn/fg_cls_accuracy": 0.48914728682170544, "iteration": 50259, "loss_box_reg": 0.012819484283681959, "loss_cls": 0.05293584184255451, "loss_rpn_cls": 0.0016324120541071352, "loss_rpn_loc": 0.003470178802672308, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5441226400434971, "total_loss": 0.07218684305262002}
{"data_time": 0.004219884285703301, "eta_seconds": 102821.99384878436, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40212765957446805, "fast_rcnn/fg_cls_accuracy": 0.597872340425532, "iteration": 50279, "loss_box_reg": 0.013594328076578677, "loss_cls": 0.052144372719340026, "loss_rpn_cls": 0.0011320942593044947, "loss_rpn_loc": 0.003636790437667514, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5489251876715571, "total_loss": 0.0713944912555462}
{"data_time": 0.0037160927895456553, "eta_seconds": 102818.14109119168, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5365957446808511, "fast_rcnn/fg_cls_accuracy": 0.4245495495495496, "iteration": 50299, "loss_box_reg": 0.014693112490931526, "loss_cls": 0.050124100234825164, "loss_rpn_cls": 0.001186163457987277, "loss_rpn_loc": 0.0029157119715819135, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.544233555207029, "total_loss": 0.06927089382850227}
{"data_time": 0.0038759345188736916, "eta_seconds": 102744.47616895451, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.28787878787878785, "fast_rcnn/fg_cls_accuracy": 0.6933124346917451, "iteration": 50319, "loss_box_reg": 0.013625724124722183, "loss_cls": 0.04650215042056516, "loss_rpn_cls": 0.0013631354828476105, "loss_rpn_loc": 0.0025868357115541585, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395723555702716, "total_loss": 0.06550490237918893}
{"data_time": 0.003928317688405514, "eta_seconds": 102767.17783021485, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.4075091575091575, "fast_rcnn/fg_cls_accuracy": 0.5351882160392798, "iteration": 50339, "loss_box_reg": 0.012863584444858134, "loss_cls": 0.050567251397296786, "loss_rpn_cls": 0.0014550698608672974, "loss_rpn_loc": 0.004175100188149372, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5460083384532481, "total_loss": 0.06904997213825936}
{"data_time": 0.0036952518858015537, "eta_seconds": 102785.62102822168, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33071428571428574, "fast_rcnn/fg_cls_accuracy": 0.6592682926829269, "iteration": 50359, "loss_box_reg": 0.012426469591446221, "loss_cls": 0.05034577794140205, "loss_rpn_cls": 0.001167213681355861, "loss_rpn_loc": 0.0038608653649134794, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5497166628483683, "total_loss": 0.06891989828613987}
{"data_time": 0.004197320435196161, "eta_seconds": 102757.88416847214, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5050556117290192, "fast_rcnn/fg_cls_accuracy": 0.4949443882709808, "iteration": 50379, "loss_box_reg": 0.012861884199082851, "loss_cls": 0.051552041491959244, "loss_rpn_cls": 0.0012973020959634596, "loss_rpn_loc": 0.0033562170319783036, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371914743445814, "total_loss": 0.0692587489302241}
{"data_time": 0.0038099843077361584, "eta_seconds": 102752.47438667179, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4537467700258398, "fast_rcnn/fg_cls_accuracy": 0.5462532299741603, "iteration": 50399, "loss_box_reg": 0.013519110274501145, "loss_cls": 0.0505480885040015, "loss_rpn_cls": 0.0014461118630606506, "loss_rpn_loc": 0.002812626429658849, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5417677613440901, "total_loss": 0.06935686605311275}
{"data_time": 0.0037898679729551077, "eta_seconds": 102710.17062783544, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3446313706086096, "fast_rcnn/fg_cls_accuracy": 0.6450258397932817, "iteration": 50419, "loss_box_reg": 0.013244974659755826, "loss_cls": 0.05169739143457264, "loss_rpn_cls": 0.001123373639188685, "loss_rpn_loc": 0.0042718870245153084, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5356919739861041, "total_loss": 0.07044778807164676}
{"data_time": 0.0037539005279541016, "eta_seconds": 102656.37777040922, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.33906810035842294, "fast_rcnn/fg_cls_accuracy": 0.6609318996415771, "iteration": 50439, "loss_box_reg": 0.013388809195021167, "loss_cls": 0.04917461075820029, "loss_rpn_cls": 0.001022995806806648, "loss_rpn_loc": 0.0037321933996281587, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334000790026039, "total_loss": 0.06722580923326404}
{"data_time": 0.004705734550952911, "eta_seconds": 102669.27483259747, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3641891891891892, "fast_rcnn/fg_cls_accuracy": 0.6358108108108108, "iteration": 50459, "loss_box_reg": 0.013344960258109495, "loss_cls": 0.04948067606892437, "loss_rpn_cls": 0.0018813948904607969, "loss_rpn_loc": 0.002564586637163302, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5473630609922111, "total_loss": 0.0687682919301551}
{"data_time": 0.004125657491385937, "eta_seconds": 102708.16596878506, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44455810147299507, "fast_rcnn/fg_cls_accuracy": 0.5554418985270049, "iteration": 50479, "loss_box_reg": 0.0147561079938896, "loss_cls": 0.04835890204412863, "loss_rpn_cls": 0.0009076367200577806, "loss_rpn_loc": 0.003307384511572309, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5515173769090325, "total_loss": 0.06585172541105067}
{"data_time": 0.004126255167648196, "eta_seconds": 102697.3272579331, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 50499, "loss_box_reg": 0.013407057733274996, "loss_cls": 0.04778172844089568, "loss_rpn_cls": 0.0010586386223963018, "loss_rpn_loc": 0.0034117555478587747, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540930391754955, "total_loss": 0.06748035476653058}
{"data_time": 0.003915159497410059, "eta_seconds": 102695.14482858684, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5075757575757576, "fast_rcnn/fg_cls_accuracy": 0.46212121212121215, "iteration": 50519, "loss_box_reg": 0.012596507382113487, "loss_cls": 0.05416115885600448, "loss_rpn_cls": 0.001296918414936954, "loss_rpn_loc": 0.0038050861476222053, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5398241621442139, "total_loss": 0.07014671081697088}
{"data_time": 0.0039574995171278715, "eta_seconds": 102696.64580386085, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3983859134262656, "fast_rcnn/fg_cls_accuracy": 0.6016140865737344, "iteration": 50539, "loss_box_reg": 0.013716781628318131, "loss_cls": 0.05094754137098789, "loss_rpn_cls": 0.0012523640307335882, "loss_rpn_loc": 0.0028024519560858607, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423052737023681, "total_loss": 0.0685623135088349}
{"data_time": 0.004120033700019121, "eta_seconds": 102685.80487661948, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.26406926406926406, "fast_rcnn/fg_cls_accuracy": 0.6986062717770035, "iteration": 50559, "loss_box_reg": 0.013153821462765336, "loss_cls": 0.04877229535486549, "loss_rpn_cls": 0.001651091638223079, "loss_rpn_loc": 0.003703573496750323, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418064119294286, "total_loss": 0.06931091685282809}
{"data_time": 0.0043596073519438505, "eta_seconds": 102653.97241452523, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44522144522144524, "fast_rcnn/fg_cls_accuracy": 0.5547785547785548, "iteration": 50579, "loss_box_reg": 0.013111849315464497, "loss_cls": 0.052137553109787405, "loss_rpn_cls": 0.0010520382279537444, "loss_rpn_loc": 0.0035959976794401882, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400158022530377, "total_loss": 0.06995119401562988}
{"data_time": 0.0042354336474090815, "eta_seconds": 102593.44058841513, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.45704134366925064, "fast_rcnn/fg_cls_accuracy": 0.521031746031746, "iteration": 50599, "loss_box_reg": 0.013405634555965662, "loss_cls": 0.048976810183376074, "loss_rpn_cls": 0.00134076021186047, "loss_rpn_loc": 0.002844710397766903, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5385793172754347, "total_loss": 0.06801789289329463}
{"data_time": 0.004009001422673464, "eta_seconds": 102582.60712496052, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46826923076923077, "fast_rcnn/fg_cls_accuracy": 0.5125, "iteration": 50619, "loss_box_reg": 0.013351492758374661, "loss_cls": 0.049087046179920435, "loss_rpn_cls": 0.0011467378496945457, "loss_rpn_loc": 0.003131642786684097, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5400220786686987, "total_loss": 0.0680719531660543}
{"data_time": 0.003770556766539812, "eta_seconds": 102592.13402588922, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.34168632075471694, "fast_rcnn/fg_cls_accuracy": 0.6583136792452831, "iteration": 50639, "loss_box_reg": 0.011943176330532879, "loss_cls": 0.05116572469705716, "loss_rpn_cls": 0.0011014100008424066, "loss_rpn_loc": 0.0032942342659225687, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399519000202417, "total_loss": 0.06898481053508476}
{"data_time": 0.004130680346861482, "eta_seconds": 102610.61757111736, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29516129032258065, "fast_rcnn/fg_cls_accuracy": 0.7048387096774194, "iteration": 50659, "loss_box_reg": 0.014194675371982157, "loss_cls": 0.047431558603420854, "loss_rpn_cls": 0.0013155074976225478, "loss_rpn_loc": 0.0035748852096730843, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5364060474094003, "total_loss": 0.06698371900256461}
{"data_time": 0.00416619423776865, "eta_seconds": 102570.46279812302, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3593974175035868, "fast_rcnn/fg_cls_accuracy": 0.6258967001434721, "iteration": 50679, "loss_box_reg": 0.013666403770912439, "loss_cls": 0.049437306239269674, "loss_rpn_cls": 0.00147056866433104, "loss_rpn_loc": 0.004025538550195051, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420157785993069, "total_loss": 0.0687343772327722}
{"data_time": 0.0040128405671566725, "eta_seconds": 102539.27327114204, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42206477732793524, "fast_rcnn/fg_cls_accuracy": 0.5634615384615385, "iteration": 50699, "loss_box_reg": 0.012896570784505457, "loss_cls": 0.04949433379806578, "loss_rpn_cls": 0.0014558572761416144, "loss_rpn_loc": 0.0038599885665462352, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5395636160392314, "total_loss": 0.06821827299199867}
{"data_time": 0.003957359818741679, "eta_seconds": 102583.45220417855, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.40922619047619047, "fast_rcnn/fg_cls_accuracy": 0.5907738095238095, "iteration": 50719, "loss_box_reg": 0.014159228652715683, "loss_cls": 0.05113463185261935, "loss_rpn_cls": 0.0017976054524524443, "loss_rpn_loc": 0.003718969463079702, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5484124114736915, "total_loss": 0.07125076606132552}
{"data_time": 0.0036961084697395563, "eta_seconds": 102537.95595647371, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3548387096774194, "fast_rcnn/fg_cls_accuracy": 0.6368663594470045, "iteration": 50739, "loss_box_reg": 0.012370578129775822, "loss_cls": 0.047643846715800464, "loss_rpn_cls": 0.00117040509024946, "loss_rpn_loc": 0.0029136423781892518, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375281714368612, "total_loss": 0.06656046181987563}
{"data_time": 0.0037873222026973963, "eta_seconds": 102574.49047938548, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.325, "fast_rcnn/fg_cls_accuracy": 0.6708333333333334, "iteration": 50759, "loss_box_reg": 0.013204386399593204, "loss_cls": 0.04732366441749036, "loss_rpn_cls": 0.0013486936254594184, "loss_rpn_loc": 0.003768657312321011, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5449694627895951, "total_loss": 0.06818835143738511}
{"data_time": 0.00408937456086278, "eta_seconds": 102516.28472870751, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.541019955654102, "fast_rcnn/fg_cls_accuracy": 0.458980044345898, "iteration": 50779, "loss_box_reg": 0.013411883264780045, "loss_cls": 0.0546488759573549, "loss_rpn_cls": 0.0010877922810550444, "loss_rpn_loc": 0.003061557454202557, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5359297574032098, "total_loss": 0.07192006152581598}
{"data_time": 0.004253387451171875, "eta_seconds": 102540.0950992587, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4382621951219512, "fast_rcnn/fg_cls_accuracy": 0.5617378048780488, "iteration": 50799, "loss_box_reg": 0.013186842494178563, "loss_cls": 0.05024247756227851, "loss_rpn_cls": 0.0015958689698436501, "loss_rpn_loc": 0.00327956601176993, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5420984020456672, "total_loss": 0.06983438448219204}
{"data_time": 0.004134069895371795, "eta_seconds": 102529.25582302874, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4098522167487685, "fast_rcnn/fg_cls_accuracy": 0.5866728797763281, "iteration": 50819, "loss_box_reg": 0.01259873464005068, "loss_cls": 0.05298729590140283, "loss_rpn_cls": 0.0008394288763611257, "loss_rpn_loc": 0.00356370482040802, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364367170259356, "total_loss": 0.0712040690378899}
{"data_time": 0.0039010869804769754, "eta_seconds": 102463.4390269597, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3943014705882353, "fast_rcnn/fg_cls_accuracy": 0.6056985294117647, "iteration": 50839, "loss_box_reg": 0.012704333756119013, "loss_cls": 0.05143928085453808, "loss_rpn_cls": 0.0016107788947010704, "loss_rpn_loc": 0.002636580593389226, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5383845511823893, "total_loss": 0.06892926294250401}
{"data_time": 0.004041646141558886, "eta_seconds": 102472.94227317511, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.42239467849223944, "fast_rcnn/fg_cls_accuracy": 0.5160975609756098, "iteration": 50859, "loss_box_reg": 0.013831883028615266, "loss_cls": 0.05113766161957756, "loss_rpn_cls": 0.0010128407034244447, "loss_rpn_loc": 0.0032169609039556235, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5475231271702796, "total_loss": 0.0674345075402698}
{"data_time": 0.0036959913559257984, "eta_seconds": 102479.76770093851, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 50879, "loss_box_reg": 0.01385533541906625, "loss_cls": 0.05248968885280192, "loss_rpn_cls": 0.0012025406314251086, "loss_rpn_loc": 0.0034758755355142057, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5501350390259176, "total_loss": 0.07060576009052966}
{"data_time": 0.003820240031927824, "eta_seconds": 102468.93021935783, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2899159663865546, "fast_rcnn/fg_cls_accuracy": 0.6862745098039216, "iteration": 50899, "loss_box_reg": 0.013204360322561115, "loss_cls": 0.0472452063113451, "loss_rpn_cls": 0.0012218593526540644, "loss_rpn_loc": 0.004068556703714421, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5477916365489364, "total_loss": 0.06692947836324947}
{"data_time": 0.003911258187144995, "eta_seconds": 102420.10517314123, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.40193050193050195, "fast_rcnn/fg_cls_accuracy": 0.598069498069498, "iteration": 50919, "loss_box_reg": 0.013115653506247327, "loss_cls": 0.049249742878600955, "loss_rpn_cls": 0.0010967595203510427, "loss_rpn_loc": 0.002842945894371951, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348114829976112, "total_loss": 0.0662844782116565}
{"data_time": 0.003982757218182087, "eta_seconds": 102429.59981764271, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4182692307692308, "fast_rcnn/fg_cls_accuracy": 0.5817307692307692, "iteration": 50939, "loss_box_reg": 0.013205375522375107, "loss_cls": 0.04919038311345503, "loss_rpn_cls": 0.000936174751359431, "loss_rpn_loc": 0.003231521630368661, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5408727880567312, "total_loss": 0.06867098629140855}
{"data_time": 0.0043659210205078125, "eta_seconds": 102430.6149859936, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.409024211298606, "fast_rcnn/fg_cls_accuracy": 0.590975788701394, "iteration": 50959, "loss_box_reg": 0.013927746447734535, "loss_cls": 0.0524397041881457, "loss_rpn_cls": 0.0012171915308272219, "loss_rpn_loc": 0.0038096826428954955, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5403619159478694, "total_loss": 0.07265042695979673}
{"data_time": 0.0036866983864456415, "eta_seconds": 102368.31943283253, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26041666666666663, "fast_rcnn/fg_cls_accuracy": 0.6609195402298851, "iteration": 50979, "loss_box_reg": 0.013884735672036186, "loss_cls": 0.053501883056014776, "loss_rpn_cls": 0.0012290207284877397, "loss_rpn_loc": 0.003599150193622336, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5533431568183005, "total_loss": 0.07230700973047988}
{"data_time": 0.003853448899462819, "eta_seconds": 102408.9412506693, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4521594684385382, "fast_rcnn/fg_cls_accuracy": 0.524031007751938, "iteration": 50999, "loss_box_reg": 0.013488196942489594, "loss_cls": 0.05249502882361412, "loss_rpn_cls": 0.0011056811222260876, "loss_rpn_loc": 0.0032106391809065826, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457527413964272, "total_loss": 0.06990882960542422}
{"data_time": 0.003942793933674693, "eta_seconds": 102398.10438300716, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3220744680851064, "fast_rcnn/fg_cls_accuracy": 0.6625000000000001, "iteration": 51019, "loss_box_reg": 0.012684738467214629, "loss_cls": 0.050218588730785996, "loss_rpn_cls": 0.0011889288558677436, "loss_rpn_loc": 0.004275665865861811, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5415497284848243, "total_loss": 0.06945590091550002}
{"data_time": 0.0041616850066930056, "eta_seconds": 102375.4217482272, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.48282828282828283, "fast_rcnn/fg_cls_accuracy": 0.5171717171717172, "iteration": 51039, "loss_box_reg": 0.013374221307458356, "loss_cls": 0.04788877908140421, "loss_rpn_cls": 0.0009206014638181159, "loss_rpn_loc": 0.0035206088359700516, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5446962562855333, "total_loss": 0.06827506068930234}
{"data_time": 0.004316843580454588, "eta_seconds": 102311.22038732842, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4392857142857143, "fast_rcnn/fg_cls_accuracy": 0.5607142857142857, "iteration": 51059, "loss_box_reg": 0.012924905400723219, "loss_cls": 0.050280430587008595, "loss_rpn_cls": 0.0015596628334719753, "loss_rpn_loc": 0.0029703242325922474, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5337770225014538, "total_loss": 0.06903611074397986}
{"data_time": 0.004518765024840832, "eta_seconds": 102273.54447788163, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5172239108409321, "fast_rcnn/fg_cls_accuracy": 0.4827760891590679, "iteration": 51079, "loss_box_reg": 0.013904599472880363, "loss_cls": 0.05048732797149569, "loss_rpn_cls": 0.0017534874662032962, "loss_rpn_loc": 0.0032599628284515347, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5338722825981677, "total_loss": 0.07017902806933307}
{"data_time": 0.0040408524218946695, "eta_seconds": 102262.71735495958, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 51099, "loss_box_reg": 0.01262696465710178, "loss_cls": 0.04768438433529809, "loss_rpn_cls": 0.0010977547661923381, "loss_rpn_loc": 0.0032959830823529046, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538233746541664, "total_loss": 0.06515330637580519}
{"data_time": 0.0038782015908509493, "eta_seconds": 102292.49947250751, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.428921568627451, "fast_rcnn/fg_cls_accuracy": 0.48863636363636365, "iteration": 51119, "loss_box_reg": 0.012766424508299679, "loss_cls": 0.05106270470423624, "loss_rpn_cls": 0.0018327971719145353, "loss_rpn_loc": 0.003783250751439482, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5483709794934839, "total_loss": 0.07087889974246764}
{"data_time": 0.003953112987801433, "eta_seconds": 102355.82740334934, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4087635054021609, "fast_rcnn/fg_cls_accuracy": 0.5610021786492374, "iteration": 51139, "loss_box_reg": 0.014029689249582589, "loss_cls": 0.05202124291099608, "loss_rpn_cls": 0.0012845160791812305, "loss_rpn_loc": 0.002768918129731901, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5446689266245812, "total_loss": 0.07095770845444349}
{"data_time": 0.0039629044476896524, "eta_seconds": 102355.11179654323, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36278195488721804, "fast_rcnn/fg_cls_accuracy": 0.6282894736842105, "iteration": 51159, "loss_box_reg": 0.011935188784264028, "loss_cls": 0.0503606793936342, "loss_rpn_cls": 0.0016211368609333476, "loss_rpn_loc": 0.004137195988732856, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5415367290843278, "total_loss": 0.06935538201764757}
{"data_time": 0.00422795582562685, "eta_seconds": 102364.58500554645, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.334472049689441, "fast_rcnn/fg_cls_accuracy": 0.6452380952380952, "iteration": 51179, "loss_box_reg": 0.013755161315202713, "loss_cls": 0.04965609440114349, "loss_rpn_cls": 0.0010592856579023646, "loss_rpn_loc": 0.00308450781085412, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5452138190157712, "total_loss": 0.06971298030998696}
{"data_time": 0.0043994199950248, "eta_seconds": 102342.18990633916, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.49838969404186795, "fast_rcnn/fg_cls_accuracy": 0.48913043478260865, "iteration": 51199, "loss_box_reg": 0.012575350294355303, "loss_cls": 0.051411405846010894, "loss_rpn_cls": 0.0014271002412442613, "loss_rpn_loc": 0.002805226315103937, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5373751486185938, "total_loss": 0.069060090990547}
{"data_time": 0.003972064005210996, "eta_seconds": 102322.59075128403, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38165266106442575, "fast_rcnn/fg_cls_accuracy": 0.6183473389355743, "iteration": 51219, "loss_box_reg": 0.012016416469123214, "loss_cls": 0.04654162155929953, "loss_rpn_cls": 0.0007238984039759089, "loss_rpn_loc": 0.0025351001750095747, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5391880495008081, "total_loss": 0.06235148164921611}
{"data_time": 0.003954741870984435, "eta_seconds": 102311.7504028643, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4166666666666667, "fast_rcnn/fg_cls_accuracy": 0.5833333333333334, "iteration": 51239, "loss_box_reg": 0.013199204578995705, "loss_cls": 0.05102658621035516, "loss_rpn_cls": 0.0014836002801530412, "loss_rpn_loc": 0.0031954654805304017, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.540868820855394, "total_loss": 0.07086059642779219}
{"data_time": 0.003942612325772643, "eta_seconds": 102277.74443611572, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.26868521549372615, "fast_rcnn/fg_cls_accuracy": 0.7313147845062739, "iteration": 51259, "loss_box_reg": 0.013075518712867051, "loss_cls": 0.050363928894512355, "loss_rpn_cls": 0.001310668548953231, "loss_rpn_loc": 0.0034922929844469763, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5408661719411612, "total_loss": 0.0665737189199831}
{"data_time": 0.003730603028088808, "eta_seconds": 102225.99564846628, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4695121951219512, "fast_rcnn/fg_cls_accuracy": 0.5304878048780488, "iteration": 51279, "loss_box_reg": 0.012513207620941103, "loss_cls": 0.05065400848980062, "loss_rpn_cls": 0.0014395944360785506, "loss_rpn_loc": 0.0034755876768031158, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5420341310091317, "total_loss": 0.07035174292940383}
{"data_time": 0.00436182483099401, "eta_seconds": 102159.33239850169, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5718641114982579, "fast_rcnn/fg_cls_accuracy": 0.39155052264808365, "iteration": 51299, "loss_box_reg": 0.013172050297725946, "loss_cls": 0.050842140102759004, "loss_rpn_cls": 0.0014552606503457355, "loss_rpn_loc": 0.004162730088864919, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391510135959834, "total_loss": 0.07103022169212636}
{"data_time": 0.004525518976151943, "eta_seconds": 102166.37845382537, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45701219512195124, "fast_rcnn/fg_cls_accuracy": 0.5429878048780488, "iteration": 51319, "loss_box_reg": 0.01305298792431131, "loss_cls": 0.052020611707121134, "loss_rpn_cls": 0.00079919496988623, "loss_rpn_loc": 0.003861352590320166, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5429122291970998, "total_loss": 0.07069098774240956}
{"data_time": 0.003840634599328041, "eta_seconds": 102141.9649594354, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.33964646464646464, "fast_rcnn/fg_cls_accuracy": 0.6603535353535352, "iteration": 51339, "loss_box_reg": 0.013335994386579841, "loss_cls": 0.051206849748268723, "loss_rpn_cls": 0.001093825718385233, "loss_rpn_loc": 0.0033427978778490797, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5418848684057593, "total_loss": 0.07071144377658811}
{"data_time": 0.004044543020427227, "eta_seconds": 102121.96475697285, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5666109253065774, "fast_rcnn/fg_cls_accuracy": 0.4116499442586399, "iteration": 51359, "loss_box_reg": 0.011887767643202096, "loss_cls": 0.04832051042467356, "loss_rpn_cls": 0.0012357348704199467, "loss_rpn_loc": 0.003866975148412166, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540753687499091, "total_loss": 0.06678684967164372}
{"data_time": 0.004143519559875131, "eta_seconds": 102110.1107726295, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2864661654135338, "fast_rcnn/fg_cls_accuracy": 0.7135338345864661, "iteration": 51379, "loss_box_reg": 0.012927614530781284, "loss_cls": 0.05224014213308692, "loss_rpn_cls": 0.0009633214722271077, "loss_rpn_loc": 0.0028696320459857816, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379800556693226, "total_loss": 0.06942121668350865}
{"data_time": 0.003782090963795781, "eta_seconds": 102091.54359365255, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3488372093023256, "fast_rcnn/fg_cls_accuracy": 0.6511627906976745, "iteration": 51399, "loss_box_reg": 0.012691827199887484, "loss_cls": 0.04934690264053643, "loss_rpn_cls": 0.0012873542179931974, "loss_rpn_loc": 0.003899757630279055, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386282263789326, "total_loss": 0.06917812408175905}
{"data_time": 0.003990107448771596, "eta_seconds": 102089.9290047707, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3709150326797386, "fast_rcnn/fg_cls_accuracy": 0.6290849673202614, "iteration": 51419, "loss_box_reg": 0.012783454760210589, "loss_cls": 0.05054695927537978, "loss_rpn_cls": 0.0013860783582231306, "loss_rpn_loc": 0.003507991186779691, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5486493443604559, "total_loss": 0.06788415182137442}
{"data_time": 0.003645627060905099, "eta_seconds": 102134.11702159, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41349206349206347, "fast_rcnn/fg_cls_accuracy": 0.5865079365079364, "iteration": 51439, "loss_box_reg": 0.013575473625678569, "loss_cls": 0.051420210977084935, "loss_rpn_cls": 0.0008371481675339965, "loss_rpn_loc": 0.002900584091548808, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5453193674329668, "total_loss": 0.0679530477237904}
{"data_time": 0.004084557993337512, "eta_seconds": 102072.71127204364, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44562647754137114, "fast_rcnn/fg_cls_accuracy": 0.5543735224586288, "iteration": 51459, "loss_box_reg": 0.013330461049918085, "loss_cls": 0.05184630467556417, "loss_rpn_cls": 0.0013586864475882976, "loss_rpn_loc": 0.002712565787078347, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391095529776067, "total_loss": 0.07115748108810749}
{"data_time": 0.004091782961040735, "eta_seconds": 102042.59811528656, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.43496621621621623, "fast_rcnn/fg_cls_accuracy": 0.5515202702702703, "iteration": 51479, "loss_box_reg": 0.01254377281293273, "loss_cls": 0.048791320354212075, "loss_rpn_cls": 0.001672660678423199, "loss_rpn_loc": 0.00402759866847191, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384629005566239, "total_loss": 0.06810283441922138}
{"data_time": 0.004230893915519118, "eta_seconds": 102023.58014756464, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3881756756756757, "fast_rcnn/fg_cls_accuracy": 0.6118243243243243, "iteration": 51499, "loss_box_reg": 0.013540390529669821, "loss_cls": 0.05237017059698701, "loss_rpn_cls": 0.0015911837238036242, "loss_rpn_loc": 0.003595550329919206, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5392566497903317, "total_loss": 0.07276932025558835}
{"data_time": 0.004059916594997048, "eta_seconds": 102031.05915090465, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.35599078341013823, "fast_rcnn/fg_cls_accuracy": 0.6172624237140366, "iteration": 51519, "loss_box_reg": 0.011759022250771523, "loss_cls": 0.046044266957324, "loss_rpn_cls": 0.0011758151161984642, "loss_rpn_loc": 0.003469054750894429, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5446414907928556, "total_loss": 0.06422518113879505}
{"data_time": 0.004271848127245903, "eta_seconds": 102015.76024094969, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.45467032967032966, "fast_rcnn/fg_cls_accuracy": 0.5260989010989011, "iteration": 51539, "loss_box_reg": 0.013336434960365295, "loss_cls": 0.0529984449967742, "loss_rpn_cls": 0.00178429127504387, "loss_rpn_loc": 0.0029710057278862223, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438554030843079, "total_loss": 0.07371967398557899}
{"data_time": 0.0038875264581292868, "eta_seconds": 102004.93404770643, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4288194444444444, "fast_rcnn/fg_cls_accuracy": 0.5711805555555556, "iteration": 51559, "loss_box_reg": 0.014389233430847526, "loss_cls": 0.0504738874733448, "loss_rpn_cls": 0.0015663810624459984, "loss_rpn_loc": 0.004204189888696419, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5389088741503656, "total_loss": 0.07311906298525628}
{"data_time": 0.003996890736743808, "eta_seconds": 101980.28124510893, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.22077922077922077, "fast_rcnn/fg_cls_accuracy": 0.7792207792207793, "iteration": 51579, "loss_box_reg": 0.013639863929711282, "loss_cls": 0.05201097525423393, "loss_rpn_cls": 0.001572549952868485, "loss_rpn_loc": 0.0031493824935751036, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378870705608279, "total_loss": 0.06957688696729747}
{"data_time": 0.003976356470957398, "eta_seconds": 101983.2816612199, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3686612576064909, "fast_rcnn/fg_cls_accuracy": 0.6178362573099415, "iteration": 51599, "loss_box_reg": 0.01231108995852992, "loss_cls": 0.04736327659338713, "loss_rpn_cls": 0.0015638813740679325, "loss_rpn_loc": 0.0027952592317888048, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457377524580806, "total_loss": 0.06610417659464929}
{"data_time": 0.003931035054847598, "eta_seconds": 101980.1866041359, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2705882352941177, "fast_rcnn/fg_cls_accuracy": 0.728598756575801, "iteration": 51619, "loss_box_reg": 0.013362553087063134, "loss_cls": 0.0510069559677504, "loss_rpn_cls": 0.0007012498634821895, "loss_rpn_loc": 0.00262761170961312, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5445132197346538, "total_loss": 0.06927089980968049}
{"data_time": 0.004323106026276946, "eta_seconds": 101992.17363588559, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4027777777777778, "fast_rcnn/fg_cls_accuracy": 0.5972222222222223, "iteration": 51639, "loss_box_reg": 0.012671870674239472, "loss_cls": 0.04785503901075572, "loss_rpn_cls": 0.0010992840005314974, "loss_rpn_loc": 0.0039244833169505, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5475927221123129, "total_loss": 0.06786071481337785}
{"data_time": 0.004243488889187574, "eta_seconds": 101998.80374044483, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.44771241830065356, "fast_rcnn/fg_cls_accuracy": 0.5522875816993464, "iteration": 51659, "loss_box_reg": 0.014017209236044437, "loss_cls": 0.04769108921755105, "loss_rpn_cls": 0.0008778958574566786, "loss_rpn_loc": 0.003263302001869306, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379818801302463, "total_loss": 0.06569328626073911}
{"data_time": 0.0036423131823539734, "eta_seconds": 101952.58199495636, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3312078019504876, "fast_rcnn/fg_cls_accuracy": 0.6687921980495124, "iteration": 51679, "loss_box_reg": 0.012524093530373648, "loss_cls": 0.04994057567091659, "loss_rpn_cls": 0.0013512824170902604, "loss_rpn_loc": 0.0025889639582601376, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367939551360905, "total_loss": 0.0665304768850774}
{"data_time": 0.004189800005406141, "eta_seconds": 102014.83807921037, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.471042471042471, "fast_rcnn/fg_cls_accuracy": 0.48008534850640117, "iteration": 51699, "loss_box_reg": 0.012960199383087456, "loss_cls": 0.04892239440232515, "loss_rpn_cls": 0.0011787937673375382, "loss_rpn_loc": 0.0029708215879509225, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5455544835422188, "total_loss": 0.06672743920609037}
{"data_time": 0.004556633764877915, "eta_seconds": 101948.85589022236, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4013104013104013, "fast_rcnn/fg_cls_accuracy": 0.5986895986895987, "iteration": 51719, "loss_box_reg": 0.013957973860669881, "loss_cls": 0.0510770509717986, "loss_rpn_cls": 0.0013607669610564699, "loss_rpn_loc": 0.003453209235885879, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5412025395780802, "total_loss": 0.06850124296477134}
{"data_time": 0.00419380166567862, "eta_seconds": 101955.47857864131, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3897306397306397, "fast_rcnn/fg_cls_accuracy": 0.6102693602693603, "iteration": 51739, "loss_box_reg": 0.01339711551554501, "loss_cls": 0.04980996693484485, "loss_rpn_cls": 0.00107510502296293, "loss_rpn_loc": 0.003582200952223502, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5407019895501435, "total_loss": 0.06970804844127088}
{"data_time": 0.004178560571745038, "eta_seconds": 101901.5839498504, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.46853146853146854, "fast_rcnn/fg_cls_accuracy": 0.5314685314685315, "iteration": 51759, "loss_box_reg": 0.013477620377670974, "loss_cls": 0.051883115724194795, "loss_rpn_cls": 0.0015823591234038759, "loss_rpn_loc": 0.0033679658463370288, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5303133081179112, "total_loss": 0.0725834682048685}
{"data_time": 0.0044174883514642715, "eta_seconds": 101953.9101777079, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.40007012622720894, "fast_rcnn/fg_cls_accuracy": 0.5999298737727911, "iteration": 51779, "loss_box_reg": 0.01285714324330911, "loss_cls": 0.05347402463667095, "loss_rpn_cls": 0.0018868765992010594, "loss_rpn_loc": 0.002718853258556919, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5449216004926711, "total_loss": 0.07031507417411831}
{"data_time": 0.0042496174573898315, "eta_seconds": 101909.49197313585, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33687943262411346, "fast_rcnn/fg_cls_accuracy": 0.6593326885880078, "iteration": 51799, "loss_box_reg": 0.012214093818329275, "loss_cls": 0.04904090706259012, "loss_rpn_cls": 0.0008990479993826739, "loss_rpn_loc": 0.003411372694245074, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5407786353025585, "total_loss": 0.06628206750110621}
{"data_time": 0.004044475266709924, "eta_seconds": 101949.82631310448, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.26403326403326405, "fast_rcnn/fg_cls_accuracy": 0.735966735966736, "iteration": 51819, "loss_box_reg": 0.01223211587057449, "loss_cls": 0.05026130098849535, "loss_rpn_cls": 0.0008132609568747284, "loss_rpn_loc": 0.0027038462212658487, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423316401429474, "total_loss": 0.06792003630683041}
{"data_time": 0.004127766704186797, "eta_seconds": 101944.09488640842, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3454268292682927, "fast_rcnn/fg_cls_accuracy": 0.6545731707317073, "iteration": 51839, "loss_box_reg": 0.013805530150420964, "loss_cls": 0.05244824691908434, "loss_rpn_cls": 0.0017354496094981187, "loss_rpn_loc": 0.002857691471945145, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5410875310190022, "total_loss": 0.07134927895720011}
{"data_time": 0.004010969307273626, "eta_seconds": 101910.57647522935, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33720930232558144, "fast_rcnn/fg_cls_accuracy": 0.6627906976744187, "iteration": 51859, "loss_box_reg": 0.013959210336906835, "loss_cls": 0.05118014814797789, "loss_rpn_cls": 0.0018459902140364193, "loss_rpn_loc": 0.0038455205503851175, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404659633059055, "total_loss": 0.070870208862857}
{"data_time": 0.004066040040925145, "eta_seconds": 101852.94042223413, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48863636363636365, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 51879, "loss_box_reg": 0.012501102144597098, "loss_cls": 0.05193250649608672, "loss_rpn_cls": 0.0016278166084475743, "loss_rpn_loc": 0.00333147273704526, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5455845745746046, "total_loss": 0.07029683749397009}
{"data_time": 0.0039000588003546, "eta_seconds": 101833.47914376669, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21222410865874364, "fast_rcnn/fg_cls_accuracy": 0.76497277676951, "iteration": 51899, "loss_box_reg": 0.012979338585864753, "loss_cls": 0.04887391277588904, "loss_rpn_cls": 0.0009286558122312272, "loss_rpn_loc": 0.0031236128124874085, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5445546149276197, "total_loss": 0.06675117906547712}
{"data_time": 0.004013196332380176, "eta_seconds": 101878.07619837043, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33814589665653494, "fast_rcnn/fg_cls_accuracy": 0.6618541033434651, "iteration": 51919, "loss_box_reg": 0.013479163812007755, "loss_cls": 0.05056532588787377, "loss_rpn_cls": 0.0018674663770070765, "loss_rpn_loc": 0.0032733882253523916, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5428787295240909, "total_loss": 0.07003741839662325}
{"data_time": 0.004361748928204179, "eta_seconds": 101884.81454699859, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4380863039399625, "fast_rcnn/fg_cls_accuracy": 0.5619136960600375, "iteration": 51939, "loss_box_reg": 0.012394654680974782, "loss_cls": 0.052950110752135515, "loss_rpn_cls": 0.0010089573866025603, "loss_rpn_loc": 0.002523426985135302, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5461458349600434, "total_loss": 0.06906065912221493}
{"data_time": 0.0043354155495762825, "eta_seconds": 101836.77741077542, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.56125, "fast_rcnn/fg_cls_accuracy": 0.43875, "iteration": 51959, "loss_box_reg": 0.012781285564415157, "loss_cls": 0.048479548655450344, "loss_rpn_cls": 0.001456392450563726, "loss_rpn_loc": 0.0026115935143025126, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537621725583449, "total_loss": 0.06667778651950584}
{"data_time": 0.004355852026492357, "eta_seconds": 101790.16901606135, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4089068825910931, "fast_rcnn/fg_cls_accuracy": 0.5684840425531915, "iteration": 51979, "loss_box_reg": 0.012919688422698528, "loss_cls": 0.04957528109662235, "loss_rpn_cls": 0.0008894936172509915, "loss_rpn_loc": 0.003619316303229425, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5371286969166249, "total_loss": 0.06723764786738684}
{"data_time": 0.004082022001966834, "eta_seconds": 101770.74734364613, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.47058823529411764, "fast_rcnn/fg_cls_accuracy": 0.5294117647058824, "iteration": 51999, "loss_box_reg": 0.013733350322581828, "loss_cls": 0.04981822881381959, "loss_rpn_cls": 0.0011165396047090326, "loss_rpn_loc": 0.0029274935186549556, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400413570459932, "total_loss": 0.06721764552969489}
{"data_time": 0.003868355415761471, "eta_seconds": 101736.43228835845, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5102990033222591, "fast_rcnn/fg_cls_accuracy": 0.4897009966777408, "iteration": 52019, "loss_box_reg": 0.01318594894837588, "loss_cls": 0.05203768331557512, "loss_rpn_cls": 0.001403216084554515, "loss_rpn_loc": 0.0033026562341547105, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5341513094026595, "total_loss": 0.07173539696918851}
{"data_time": 0.003989881137385964, "eta_seconds": 101725.60816972004, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4105263157894737, "fast_rcnn/fg_cls_accuracy": 0.5587044534412955, "iteration": 52039, "loss_box_reg": 0.012784236168954521, "loss_cls": 0.0508952890522778, "loss_rpn_cls": 0.0012538276010332083, "loss_rpn_loc": 0.00337949759705225, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.545876040821895, "total_loss": 0.06751893204341286}
{"data_time": 0.003952785395085812, "eta_seconds": 101730.3066956189, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46621621621621623, "fast_rcnn/fg_cls_accuracy": 0.5337837837837838, "iteration": 52059, "loss_box_reg": 0.012604034272953868, "loss_cls": 0.048485633451491594, "loss_rpn_cls": 0.001214757637171715, "loss_rpn_loc": 0.002568249405157985, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412886154372245, "total_loss": 0.06772438193667085}
{"data_time": 0.003995501436293125, "eta_seconds": 101743.72961303242, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.32666666666666666, "fast_rcnn/fg_cls_accuracy": 0.6733333333333333, "iteration": 52079, "loss_box_reg": 0.01354860485298559, "loss_cls": 0.04838826530613005, "loss_rpn_cls": 0.0015797241653672245, "loss_rpn_loc": 0.003388945056940429, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5466258365195245, "total_loss": 0.07300091051922664}
{"data_time": 0.004077776568010449, "eta_seconds": 101760.95804777741, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3520833333333333, "fast_rcnn/fg_cls_accuracy": 0.6423611111111112, "iteration": 52099, "loss_box_reg": 0.013226256764028221, "loss_cls": 0.04940920992521569, "loss_rpn_cls": 0.0015430091036705562, "loss_rpn_loc": 0.0033380601635144558, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5433321050368249, "total_loss": 0.06729246072404749}
{"data_time": 0.003987394971773028, "eta_seconds": 101708.5483501826, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3642697881828316, "fast_rcnn/fg_cls_accuracy": 0.6357302118171684, "iteration": 52119, "loss_box_reg": 0.013179021480027586, "loss_cls": 0.04817323130555451, "loss_rpn_cls": 0.001050662018087678, "loss_rpn_loc": 0.0030111624182609376, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378017525654286, "total_loss": 0.06713542061811495}
{"data_time": 0.0047433278523385525, "eta_seconds": 101677.1889279189, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5513211382113821, "fast_rcnn/fg_cls_accuracy": 0.4486788617886179, "iteration": 52139, "loss_box_reg": 0.013243608002085239, "loss_cls": 0.0520733647281304, "loss_rpn_cls": 0.000563892851687342, "loss_rpn_loc": 0.0029923007932666223, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396163614932448, "total_loss": 0.0700700703849293}
{"data_time": 0.00409710081294179, "eta_seconds": 101656.57116075233, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.46785714285714286, "fast_rcnn/fg_cls_accuracy": 0.5321428571428571, "iteration": 52159, "loss_box_reg": 0.012557710957480595, "loss_cls": 0.04928919964004308, "loss_rpn_cls": 0.0013499469022235644, "loss_rpn_loc": 0.00271297641666024, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5383916033897549, "total_loss": 0.0683745054652718}
{"data_time": 0.00391663215123117, "eta_seconds": 101640.51932351058, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.446360153256705, "fast_rcnn/fg_cls_accuracy": 0.550055617352614, "iteration": 52179, "loss_box_reg": 0.012321028887527063, "loss_cls": 0.04785060667200014, "loss_rpn_cls": 0.0011572569090958496, "loss_rpn_loc": 0.0034608459172886796, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396622528787702, "total_loss": 0.06671828852222461}
{"data_time": 0.00409090006724, "eta_seconds": 101629.69619730813, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4775, "fast_rcnn/fg_cls_accuracy": 0.5044444444444445, "iteration": 52199, "loss_box_reg": 0.013303463230840862, "loss_cls": 0.05181863973848522, "loss_rpn_cls": 0.0013585552230779285, "loss_rpn_loc": 0.002769223307041102, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385868125595152, "total_loss": 0.07201472128429032}
{"data_time": 0.0040430191438645124, "eta_seconds": 101624.10011199489, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3137254901960784, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 52219, "loss_box_reg": 0.012638223066460341, "loss_cls": 0.04909492190927267, "loss_rpn_cls": 0.0014774339567793504, "loss_rpn_loc": 0.003365299318829784, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417997722979635, "total_loss": 0.07009559631336515}
{"data_time": 0.003805989632382989, "eta_seconds": 101623.06529984926, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.39704502814258913, "fast_rcnn/fg_cls_accuracy": 0.5931588902900378, "iteration": 52239, "loss_box_reg": 0.013556313759181648, "loss_cls": 0.049940338532906026, "loss_rpn_cls": 0.0008260771197683425, "loss_rpn_loc": 0.0028559839411173016, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5455689749214798, "total_loss": 0.07005906586596211}
{"data_time": 0.0044460969511419535, "eta_seconds": 101633.67472745385, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35412801484230055, "fast_rcnn/fg_cls_accuracy": 0.6458719851576995, "iteration": 52259, "loss_box_reg": 0.013172322593163699, "loss_cls": 0.04717253358103335, "loss_rpn_cls": 0.0009500654001612929, "loss_rpn_loc": 0.0034224537084810436, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5491692719515413, "total_loss": 0.06535679617488199}
{"data_time": 0.004166710888966918, "eta_seconds": 101621.93305786443, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 52279, "loss_box_reg": 0.012781806639395654, "loss_cls": 0.04897268861532211, "loss_rpn_cls": 0.0011493295173750084, "loss_rpn_loc": 0.002895176901802188, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5409959864336997, "total_loss": 0.06806789910706357}
{"data_time": 0.0047239321283996105, "eta_seconds": 101652.64467206597, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.525062656641604, "fast_rcnn/fg_cls_accuracy": 0.474937343358396, "iteration": 52299, "loss_box_reg": 0.014072883466724306, "loss_cls": 0.05074027681257576, "loss_rpn_cls": 0.0013375948078646616, "loss_rpn_loc": 0.0030776933999732137, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5438901234883815, "total_loss": 0.07073615722174509}
{"data_time": 0.004682998405769467, "eta_seconds": 101628.6121588226, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4037037037037037, "fast_rcnn/fg_cls_accuracy": 0.5962962962962963, "iteration": 52319, "loss_box_reg": 0.012409596936777234, "loss_cls": 0.05064032133668661, "loss_rpn_cls": 0.0016384786719640942, "loss_rpn_loc": 0.0029069132287986577, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376191064715385, "total_loss": 0.068311707839257}
{"data_time": 0.003971172031015158, "eta_seconds": 101652.01674870006, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3836336336336337, "fast_rcnn/fg_cls_accuracy": 0.6163663663663663, "iteration": 52339, "loss_box_reg": 0.01249645571806468, "loss_cls": 0.05161386635154486, "loss_rpn_cls": 0.0016669543292664457, "loss_rpn_loc": 0.0034328761794313323, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.551381942583248, "total_loss": 0.06989608575304374}
{"data_time": 0.004108626861125231, "eta_seconds": 101620.15065935254, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4023809523809524, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 52359, "loss_box_reg": 0.013048564840573817, "loss_cls": 0.04861736355815083, "loss_rpn_cls": 0.0009844070905273838, "loss_rpn_loc": 0.00383967886591563, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360415405593812, "total_loss": 0.06835079703978408}
{"data_time": 0.003959535388275981, "eta_seconds": 101665.34704842209, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.2737691001697793, "fast_rcnn/fg_cls_accuracy": 0.7262308998302207, "iteration": 52379, "loss_box_reg": 0.01348166132811457, "loss_cls": 0.05179658398265019, "loss_rpn_cls": 0.0014422957745381382, "loss_rpn_loc": 0.0036173523221805226, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5478391195647418, "total_loss": 0.07207264339680819}
{"data_time": 0.004090489353984594, "eta_seconds": 101656.1053855191, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4260312944523471, "fast_rcnn/fg_cls_accuracy": 0.5739687055476529, "iteration": 52399, "loss_box_reg": 0.013274691271362826, "loss_cls": 0.051533434772863984, "loss_rpn_cls": 0.0015609342342486343, "loss_rpn_loc": 0.0030891882634023204, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417502205818892, "total_loss": 0.0715801860526426}
{"data_time": 0.004041445441544056, "eta_seconds": 101638.0254766827, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3382994186046512, "fast_rcnn/fg_cls_accuracy": 0.6053558844256519, "iteration": 52419, "loss_box_reg": 0.01192557081230916, "loss_cls": 0.0514611640246585, "loss_rpn_cls": 0.0015607240379722498, "loss_rpn_loc": 0.0029752423397439998, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351224369369447, "total_loss": 0.06813597556146078}
{"data_time": 0.004125786479562521, "eta_seconds": 101620.04506392474, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3317448680351906, "fast_rcnn/fg_cls_accuracy": 0.6682551319648093, "iteration": 52439, "loss_box_reg": 0.012534722249256447, "loss_cls": 0.04846935992827639, "loss_rpn_cls": 0.001134537503332922, "loss_rpn_loc": 0.0033564362820470706, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.545512265060097, "total_loss": 0.06756158225948639}
{"data_time": 0.004277990665286779, "eta_seconds": 101605.56363353413, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4373913043478261, "fast_rcnn/fg_cls_accuracy": 0.5473145780051151, "iteration": 52459, "loss_box_reg": 0.01343282696325332, "loss_cls": 0.05173160694539547, "loss_rpn_cls": 0.0013643785722479151, "loss_rpn_loc": 0.002645012311404571, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5332686915062368, "total_loss": 0.07115474058605287}
{"data_time": 0.004024876514449716, "eta_seconds": 101605.51535290363, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.254875283446712, "fast_rcnn/fg_cls_accuracy": 0.7224999999999999, "iteration": 52479, "loss_box_reg": 0.012682368425885215, "loss_cls": 0.049155401124153286, "loss_rpn_cls": 0.0011370780692914195, "loss_rpn_loc": 0.0027032931429857854, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5433955646585673, "total_loss": 0.06822800253758032}
{"data_time": 0.004221661714836955, "eta_seconds": 101603.50247866684, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4388440860215054, "fast_rcnn/fg_cls_accuracy": 0.5467328370554176, "iteration": 52499, "loss_box_reg": 0.013251696596853435, "loss_cls": 0.04882673127576709, "loss_rpn_cls": 0.001139510610414618, "loss_rpn_loc": 0.0043571159349085065, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5452821224462241, "total_loss": 0.06719074033492234}
{"data_time": 0.0037746781017631292, "eta_seconds": 101592.66482953657, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3752587991718426, "fast_rcnn/fg_cls_accuracy": 0.6247412008281574, "iteration": 52519, "loss_box_reg": 0.013597883458714932, "loss_cls": 0.05281066079623997, "loss_rpn_cls": 0.0017053832752935705, "loss_rpn_loc": 0.003658037843706552, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5427036858163774, "total_loss": 0.07454028291817849}
{"data_time": 0.003962291171774268, "eta_seconds": 101580.24302468961, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4223426212590299, "fast_rcnn/fg_cls_accuracy": 0.57765737874097, "iteration": 52539, "loss_box_reg": 0.013878117228159681, "loss_cls": 0.050002839881926775, "loss_rpn_cls": 0.0014908357070453349, "loss_rpn_loc": 0.0033945408613362815, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5377738187089562, "total_loss": 0.06710524687287034}
{"data_time": 0.004346499918028712, "eta_seconds": 101570.98953127605, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.40168918918918917, "fast_rcnn/fg_cls_accuracy": 0.5602272727272727, "iteration": 52559, "loss_box_reg": 0.012590668658958748, "loss_cls": 0.049565565190277994, "loss_rpn_cls": 0.0007624027435895186, "loss_rpn_loc": 0.0037264719321683515, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5431108111515641, "total_loss": 0.06584685996904227}
{"data_time": 0.004024209687486291, "eta_seconds": 101558.56806445261, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4064625850340136, "fast_rcnn/fg_cls_accuracy": 0.5935374149659864, "iteration": 52579, "loss_box_reg": 0.012680158775765449, "loss_cls": 0.05087183741852641, "loss_rpn_cls": 0.0012662632752835634, "loss_rpn_loc": 0.0032653519738232717, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5373135469853878, "total_loss": 0.06911031574247772}
{"data_time": 0.004126286134123802, "eta_seconds": 101540.4951053455, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3646179401993356, "fast_rcnn/fg_cls_accuracy": 0.6353820598006645, "iteration": 52599, "loss_box_reg": 0.012718337471596897, "loss_cls": 0.05057957279495895, "loss_rpn_cls": 0.0014250249057567999, "loss_rpn_loc": 0.0031468737361137755, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5441765272989869, "total_loss": 0.06915254917677771}
{"data_time": 0.004071963485330343, "eta_seconds": 101522.52154831379, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3621721122871606, "fast_rcnn/fg_cls_accuracy": 0.6318879855465221, "iteration": 52619, "loss_box_reg": 0.012755369010847062, "loss_cls": 0.049589649541303515, "loss_rpn_cls": 0.0013586205770934612, "loss_rpn_loc": 0.0033961698791245, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5399726314935833, "total_loss": 0.06976681675001828}
{"data_time": 0.003959963796660304, "eta_seconds": 101470.31855210802, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3117573483427142, "fast_rcnn/fg_cls_accuracy": 0.6183862433862434, "iteration": 52639, "loss_box_reg": 0.013297167199198157, "loss_cls": 0.04889681946951896, "loss_rpn_cls": 0.0011482960598243608, "loss_rpn_loc": 0.003981417805334786, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358970649540424, "total_loss": 0.06902457870626222}
{"data_time": 0.004162096651270986, "eta_seconds": 101481.50998539361, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4268707482993197, "fast_rcnn/fg_cls_accuracy": 0.570964749536178, "iteration": 52659, "loss_box_reg": 0.012935937731526792, "loss_cls": 0.048711380804888904, "loss_rpn_cls": 0.0012202943555053025, "loss_rpn_loc": 0.0027759731783589814, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5420651447493583, "total_loss": 0.06696106368917754}
{"data_time": 0.004371935501694679, "eta_seconds": 101504.18239430245, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3737745098039216, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 52679, "loss_box_reg": 0.013667430088389665, "loss_cls": 0.05091327684931457, "loss_rpn_cls": 0.0017975940749010988, "loss_rpn_loc": 0.004171940363448812, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5448982573579997, "total_loss": 0.06951603628613157}
{"data_time": 0.004227635450661182, "eta_seconds": 101459.84222233365, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3963893249607535, "fast_rcnn/fg_cls_accuracy": 0.5350488021295474, "iteration": 52699, "loss_box_reg": 0.012569812388392165, "loss_cls": 0.04998398548923433, "loss_rpn_cls": 0.0015477520448712312, "loss_rpn_loc": 0.003029850875464035, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5338966592680663, "total_loss": 0.06585846263419626}
{"data_time": 0.004016617313027382, "eta_seconds": 101449.00834080367, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3090339892665474, "fast_rcnn/fg_cls_accuracy": 0.6909660107334525, "iteration": 52719, "loss_box_reg": 0.012217360723298043, "loss_cls": 0.04736819746904075, "loss_rpn_cls": 0.0016323444571071377, "loss_rpn_loc": 0.003599974010285223, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5441610065754503, "total_loss": 0.06592677530773017}
{"data_time": 0.003744531888514757, "eta_seconds": 101464.63814986101, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4653679653679653, "fast_rcnn/fg_cls_accuracy": 0.5219047619047619, "iteration": 52739, "loss_box_reg": 0.012995967583265156, "loss_cls": 0.04930099495686591, "loss_rpn_cls": 0.0009326827279210193, "loss_rpn_loc": 0.003676852720673196, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423295837827027, "total_loss": 0.06839851750885373}
{"data_time": 0.004127515479922295, "eta_seconds": 101453.80144193466, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3920361247947455, "fast_rcnn/fg_cls_accuracy": 0.5903019744483159, "iteration": 52759, "loss_box_reg": 0.013108990620821714, "loss_cls": 0.04953960655257106, "loss_rpn_cls": 0.0010163892998207302, "loss_rpn_loc": 0.0034843727880797815, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5370885785669088, "total_loss": 0.06633046933393416}
{"data_time": 0.00431792507879436, "eta_seconds": 101442.9647340083, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.30069444444444443, "fast_rcnn/fg_cls_accuracy": 0.6504524886877828, "iteration": 52779, "loss_box_reg": 0.012750277935992926, "loss_cls": 0.05227330303750932, "loss_rpn_cls": 0.0016932692097952895, "loss_rpn_loc": 0.0032828701732796617, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5433586512226611, "total_loss": 0.07305776656534135}
{"data_time": 0.003924986347556114, "eta_seconds": 101439.15764060523, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5017942583732058, "fast_rcnn/fg_cls_accuracy": 0.4982057416267942, "iteration": 52799, "loss_box_reg": 0.012249437597347423, "loss_cls": 0.051291594514623284, "loss_rpn_cls": 0.0015972534708907915, "loss_rpn_loc": 0.0033855398032756057, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415482437238097, "total_loss": 0.06853710201880858}
{"data_time": 0.003857367904856801, "eta_seconds": 101418.67603755975, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3419642857142857, "fast_rcnn/fg_cls_accuracy": 0.6580357142857143, "iteration": 52819, "loss_box_reg": 0.013783746806439012, "loss_cls": 0.05358216830063611, "loss_rpn_cls": 0.0008919094063344346, "loss_rpn_loc": 0.0031373359051940497, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.541021510027349, "total_loss": 0.07360732629013}
{"data_time": 0.004491204395890236, "eta_seconds": 101417.48272270616, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5238636363636364, "fast_rcnn/fg_cls_accuracy": 0.47613636363636364, "iteration": 52839, "loss_box_reg": 0.013255990284960717, "loss_cls": 0.05001977877691388, "loss_rpn_cls": 0.0012609800241989433, "loss_rpn_loc": 0.004141280089243082, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5497130351141095, "total_loss": 0.0680150710027192}
{"data_time": 0.003899678820744157, "eta_seconds": 101408.30902309436, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2074978204010462, "fast_rcnn/fg_cls_accuracy": 0.7491657397107898, "iteration": 52859, "loss_box_reg": 0.013193481136113405, "loss_cls": 0.04502350674010813, "loss_rpn_cls": 0.0010566705900600937, "loss_rpn_loc": 0.0030475533931166865, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5413406109437346, "total_loss": 0.06365238837884135}
{"data_time": 0.003732171840965748, "eta_seconds": 101397.47138633672, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4131994261119082, "fast_rcnn/fg_cls_accuracy": 0.5868005738880918, "iteration": 52879, "loss_box_reg": 0.012580701557453722, "loss_cls": 0.05139495001640171, "loss_rpn_cls": 0.0016369398940696556, "loss_rpn_loc": 0.0039010954769764794, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5525405965745449, "total_loss": 0.07006228249485957}
{"data_time": 0.004255537176504731, "eta_seconds": 101386.63374957908, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.488487702773417, "fast_rcnn/fg_cls_accuracy": 0.5115122972265829, "iteration": 52899, "loss_box_reg": 0.012523456360213459, "loss_cls": 0.05038377916207537, "loss_rpn_cls": 0.0012711899584019193, "loss_rpn_loc": 0.003108468918071594, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5438655896577984, "total_loss": 0.06918497536048562}
{"data_time": 0.003986825235188007, "eta_seconds": 101406.74607956666, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3765182186234818, "fast_rcnn/fg_cls_accuracy": 0.6112637362637363, "iteration": 52919, "loss_box_reg": 0.013887019158573821, "loss_cls": 0.04976325237657875, "loss_rpn_cls": 0.0015069283135744627, "loss_rpn_loc": 0.003491675859550014, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5495496799703687, "total_loss": 0.06727954405153014}
{"data_time": 0.004482839489355683, "eta_seconds": 101418.57514001057, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32, "fast_rcnn/fg_cls_accuracy": 0.6799999999999999, "iteration": 52939, "loss_box_reg": 0.012190788111183792, "loss_cls": 0.053374344715848565, "loss_rpn_cls": 0.0009649752797145084, "loss_rpn_loc": 0.0029617743275593966, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.547883223509416, "total_loss": 0.0720492131812307}
{"data_time": 0.00400564051233232, "eta_seconds": 101480.8895717666, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6164473684210526, "iteration": 52959, "loss_box_reg": 0.012447072716895491, "loss_cls": 0.050670347874984145, "loss_rpn_cls": 0.0009092985073948512, "loss_rpn_loc": 0.004131881520152092, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5481509808450937, "total_loss": 0.06982054496756973}
{"data_time": 0.00436751707457006, "eta_seconds": 101470.03837982775, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4226371951219512, "fast_rcnn/fg_cls_accuracy": 0.5648015303682449, "iteration": 52979, "loss_box_reg": 0.012622005364391953, "loss_cls": 0.050421788764651865, "loss_rpn_cls": 0.0009973511598673213, "loss_rpn_loc": 0.0035106421128148213, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5396453780122101, "total_loss": 0.06800899011523143}
{"data_time": 0.0037018763832747936, "eta_seconds": 101498.35864440538, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.39057002111189304, "fast_rcnn/fg_cls_accuracy": 0.609429978888107, "iteration": 52999, "loss_box_reg": 0.013007676519919187, "loss_cls": 0.050177128228824586, "loss_rpn_cls": 0.0010348547311878065, "loss_rpn_loc": 0.0039569287255289964, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5470719661097974, "total_loss": 0.06998937495211521}
{"data_time": 0.004785013385117054, "eta_seconds": 101530.45654325746, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5064935064935066, "fast_rcnn/fg_cls_accuracy": 0.44805194805194803, "iteration": 53019, "loss_box_reg": 0.01200256688753143, "loss_cls": 0.04901061113923788, "loss_rpn_cls": 0.0008589026260779065, "loss_rpn_loc": 0.003302825956779998, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5442700060084462, "total_loss": 0.06683312549625953}
{"data_time": 0.003938818583264947, "eta_seconds": 101484.1601580698, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.26216216216216215, "fast_rcnn/fg_cls_accuracy": 0.7054848966613673, "iteration": 53039, "loss_box_reg": 0.013066827959846705, "loss_cls": 0.050663265166804194, "loss_rpn_cls": 0.0010504362851406768, "loss_rpn_loc": 0.00320675314469554, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5383525604847819, "total_loss": 0.0680106345303102}
{"data_time": 0.004091738956049085, "eta_seconds": 101508.73659170233, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.41044037605145967, "fast_rcnn/fg_cls_accuracy": 0.5895596239485403, "iteration": 53059, "loss_box_reg": 0.011754450300941244, "loss_cls": 0.053205301985144615, "loss_rpn_cls": 0.001036730578107381, "loss_rpn_loc": 0.003004780741321156, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544496844522655, "total_loss": 0.06845731431781132}
{"data_time": 0.0038822744973003864, "eta_seconds": 101462.44778807648, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.43050193050193053, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 53079, "loss_box_reg": 0.012829879560740665, "loss_cls": 0.04810537351295352, "loss_rpn_cls": 0.0008613021403789389, "loss_rpn_loc": 0.002729268977418542, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346477513667196, "total_loss": 0.0646696802821225}
{"data_time": 0.003988495795056224, "eta_seconds": 101436.67095853039, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.45408467501490757, "fast_rcnn/fg_cls_accuracy": 0.5352564102564102, "iteration": 53099, "loss_box_reg": 0.012165131629444659, "loss_cls": 0.051935248426161706, "loss_rpn_cls": 0.0016222778981500596, "loss_rpn_loc": 0.0030954019421187695, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5307404964696616, "total_loss": 0.0707692522017851}
{"data_time": 0.004284263588488102, "eta_seconds": 101433.25859825616, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4335075493612079, "fast_rcnn/fg_cls_accuracy": 0.5664924506387921, "iteration": 53119, "loss_box_reg": 0.012888065743027255, "loss_cls": 0.05158552946522832, "loss_rpn_cls": 0.0017053816970928892, "loss_rpn_loc": 0.0031840077972447034, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416482810396701, "total_loss": 0.07078518048899696}
{"data_time": 0.004357138415798545, "eta_seconds": 101414.96178180934, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3813664596273292, "fast_rcnn/fg_cls_accuracy": 0.6069794050343249, "iteration": 53139, "loss_box_reg": 0.013209264870965853, "loss_cls": 0.04865200869971886, "loss_rpn_cls": 0.0015550868405398433, "loss_rpn_loc": 0.0029525433128583245, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5404511590022594, "total_loss": 0.06870027955505975}
{"data_time": 0.0036795821506530046, "eta_seconds": 101419.02304808982, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3289650537634409, "fast_rcnn/fg_cls_accuracy": 0.6710349462365591, "iteration": 53159, "loss_box_reg": 0.012251004402060062, "loss_cls": 0.04787896323250607, "loss_rpn_cls": 0.0016605544601588917, "loss_rpn_loc": 0.0039019530740915798, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5341241352725774, "total_loss": 0.06703383753807657}
{"data_time": 0.004112647380679846, "eta_seconds": 101443.57673703693, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4482029598308668, "fast_rcnn/fg_cls_accuracy": 0.5517970401691332, "iteration": 53179, "loss_box_reg": 0.013819754938594997, "loss_cls": 0.04840692429570481, "loss_rpn_cls": 0.0008600008158055061, "loss_rpn_loc": 0.003066820827370975, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5509893465787172, "total_loss": 0.0673031647857556}
{"data_time": 0.004178785486146808, "eta_seconds": 101476.52638734318, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45539152759948653, "fast_rcnn/fg_cls_accuracy": 0.5446084724005136, "iteration": 53199, "loss_box_reg": 0.01216166652739048, "loss_cls": 0.05129250092431903, "loss_rpn_cls": 0.0010499550368194832, "loss_rpn_loc": 0.0026964664066326804, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5454600586090237, "total_loss": 0.06903898838413625}
{"data_time": 0.003849511034786701, "eta_seconds": 101470.66892508394, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42058823529411765, "fast_rcnn/fg_cls_accuracy": 0.5794117647058823, "iteration": 53219, "loss_box_reg": 0.012770478671882302, "loss_cls": 0.05136023156228475, "loss_rpn_cls": 0.0009632511814743339, "loss_rpn_loc": 0.003280201151937945, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5453521753661335, "total_loss": 0.06942147913218832}
{"data_time": 0.004121268633753061, "eta_seconds": 101448.73021119274, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.27163120567375887, "fast_rcnn/fg_cls_accuracy": 0.7031655422937209, "iteration": 53239, "loss_box_reg": 0.012679350154940039, "loss_cls": 0.04898464982397854, "loss_rpn_cls": 0.0012134645211290263, "loss_rpn_loc": 0.0023438050229742657, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5424660011194646, "total_loss": 0.0667658786900347}
{"data_time": 0.003658114466816187, "eta_seconds": 101382.76387553872, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4570175438596491, "fast_rcnn/fg_cls_accuracy": 0.5429824561403509, "iteration": 53259, "loss_box_reg": 0.012928469863254577, "loss_cls": 0.050232700537890196, "loss_rpn_cls": 0.0010195695579113817, "loss_rpn_loc": 0.0033559981238795444, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420777816325426, "total_loss": 0.0679302572327174}
{"data_time": 0.004077109042555094, "eta_seconds": 101386.92772053299, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23452484742807322, "fast_rcnn/fg_cls_accuracy": 0.7654751525719268, "iteration": 53279, "loss_box_reg": 0.013201466528698802, "loss_cls": 0.0481327279121615, "loss_rpn_cls": 0.0008956400831721112, "loss_rpn_loc": 0.0033406040056433994, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433041162323207, "total_loss": 0.06655060728985518}
{"data_time": 0.003995863953605294, "eta_seconds": 101335.56013480783, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3566053511705686, "fast_rcnn/fg_cls_accuracy": 0.6433946488294314, "iteration": 53299, "loss_box_reg": 0.011558065423741937, "loss_cls": 0.04593243182171136, "loss_rpn_cls": 0.0011550497986831942, "loss_rpn_loc": 0.002449948908179067, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390910964924842, "total_loss": 0.06272261989931849}
{"data_time": 0.004132102942094207, "eta_seconds": 101338.85258269496, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39951219512195124, "fast_rcnn/fg_cls_accuracy": 0.5948592411260709, "iteration": 53319, "loss_box_reg": 0.012468497006921098, "loss_cls": 0.050145133631303906, "loss_rpn_cls": 0.0016269200145870855, "loss_rpn_loc": 0.0026843388986890204, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5477350244764239, "total_loss": 0.06815021939519283}
{"data_time": 0.00406694202683866, "eta_seconds": 101286.83372812485, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.47166521360069746, "fast_rcnn/fg_cls_accuracy": 0.5283347863993025, "iteration": 53339, "loss_box_reg": 0.012955390615388751, "loss_cls": 0.05148258281406015, "loss_rpn_cls": 0.0011473655031295493, "loss_rpn_loc": 0.002741176536801504, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5314975606743246, "total_loss": 0.06818792347314684}
{"data_time": 0.003898829687386751, "eta_seconds": 101283.29140665638, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5692640692640694, "fast_rcnn/fg_cls_accuracy": 0.4226190476190476, "iteration": 53359, "loss_box_reg": 0.01318679898395203, "loss_cls": 0.0529253706918098, "loss_rpn_cls": 0.001817301274854799, "loss_rpn_loc": 0.004034772009617882, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5397281853947788, "total_loss": 0.06990218719965924}
{"data_time": 0.003720999928191304, "eta_seconds": 101178.1722587524, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.25595238095238093, "fast_rcnn/fg_cls_accuracy": 0.7440476190476191, "iteration": 53379, "loss_box_reg": 0.012049977580318227, "loss_cls": 0.048038502456620336, "loss_rpn_cls": 0.0013051848269469701, "loss_rpn_loc": 0.003228479692552355, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381378307938576, "total_loss": 0.06678547675198843}
{"data_time": 0.004059496568515897, "eta_seconds": 101157.09189196303, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21279761904761904, "fast_rcnn/fg_cls_accuracy": 0.7738095238095237, "iteration": 53399, "loss_box_reg": 0.01335149974329397, "loss_cls": 0.04903739539440721, "loss_rpn_cls": 0.001448176292115022, "loss_rpn_loc": 0.003732840188604314, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415880207438022, "total_loss": 0.06901433566599735}
{"data_time": 0.004253263818100095, "eta_seconds": 101208.40213832259, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.26334026334026334, "fast_rcnn/fg_cls_accuracy": 0.7366597366597367, "iteration": 53419, "loss_box_reg": 0.014255240967031568, "loss_cls": 0.0505363880074583, "loss_rpn_cls": 0.0015129719085393845, "loss_rpn_loc": 0.0028938077157363296, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5467140704859048, "total_loss": 0.07166681881835757}
{"data_time": 0.004019505577161908, "eta_seconds": 101212.53833902348, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4451536643026005, "fast_rcnn/fg_cls_accuracy": 0.5548463356973995, "iteration": 53439, "loss_box_reg": 0.012763795064529404, "loss_cls": 0.04911165329394862, "loss_rpn_cls": 0.001068690715669618, "loss_rpn_loc": 0.0036427347040444147, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5460411685053259, "total_loss": 0.06663980856035323}
{"data_time": 0.004058401798829436, "eta_seconds": 101255.51349799708, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44727891156462585, "fast_rcnn/fg_cls_accuracy": 0.4855653568564555, "iteration": 53459, "loss_box_reg": 0.013433851941954345, "loss_cls": 0.04974927648436278, "loss_rpn_cls": 0.0012899995392103847, "loss_rpn_loc": 0.003201453080691863, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414935520384461, "total_loss": 0.06869670169703568}
{"data_time": 0.004108253866434097, "eta_seconds": 101218.2941883537, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2695970695970696, "fast_rcnn/fg_cls_accuracy": 0.7161172161172161, "iteration": 53479, "loss_box_reg": 0.013299225305672735, "loss_cls": 0.05106630269438028, "loss_rpn_cls": 0.001533247965312512, "loss_rpn_loc": 0.0036689642001874745, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5446180861908942, "total_loss": 0.06995047433053969}
{"data_time": 0.0035098493099212646, "eta_seconds": 101139.34289741423, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4494949494949495, "fast_rcnn/fg_cls_accuracy": 0.5505050505050505, "iteration": 53499, "loss_box_reg": 0.012085773720173165, "loss_cls": 0.049053821014240384, "loss_rpn_cls": 0.0012786624013187975, "loss_rpn_loc": 0.0033004001816152595, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5349450311623514, "total_loss": 0.06673856318957405}
{"data_time": 0.004441051045432687, "eta_seconds": 101083.49499321892, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.37966537966537967, "fast_rcnn/fg_cls_accuracy": 0.5575043128234618, "iteration": 53519, "loss_box_reg": 0.013425664918031543, "loss_cls": 0.04952536302153021, "loss_rpn_cls": 0.0014388207414413046, "loss_rpn_loc": 0.0029786089799017645, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5370907695032656, "total_loss": 0.06764351735972696}
{"data_time": 0.004311124328523874, "eta_seconds": 101117.65092945751, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.46212121212121215, "fast_rcnn/fg_cls_accuracy": 0.5378787878787878, "iteration": 53539, "loss_box_reg": 0.012603711569681764, "loss_cls": 0.049061702098697424, "loss_rpn_cls": 0.001410150206538674, "loss_rpn_loc": 0.0031350522294815164, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5445927134715021, "total_loss": 0.06671088301209238}
{"data_time": 0.004403512924909592, "eta_seconds": 101080.58371830638, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.46887796887796884, "fast_rcnn/fg_cls_accuracy": 0.5286195286195287, "iteration": 53559, "loss_box_reg": 0.012317830143729225, "loss_cls": 0.05043364083394408, "loss_rpn_cls": 0.0013565955114245298, "loss_rpn_loc": 0.0030470314195554238, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542066604597494, "total_loss": 0.07088110321353724}
{"data_time": 0.004729722393676639, "eta_seconds": 101095.95896150079, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3691215616681455, "fast_rcnn/fg_cls_accuracy": 0.6308784383318544, "iteration": 53579, "loss_box_reg": 0.013072674802970141, "loss_cls": 0.04967702808789909, "loss_rpn_cls": 0.0014963149104119111, "loss_rpn_loc": 0.003966062202380272, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387236829847097, "total_loss": 0.06822608102538652}
{"data_time": 0.004147518426179886, "eta_seconds": 101110.76351282, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4364501679731243, "fast_rcnn/fg_cls_accuracy": 0.5635498320268757, "iteration": 53599, "loss_box_reg": 0.013152270199498162, "loss_cls": 0.050305621000006795, "loss_rpn_cls": 0.0012891490476931722, "loss_rpn_loc": 0.0031282875352189876, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5437182416208088, "total_loss": 0.06914339203979125}
{"data_time": 0.004262264119461179, "eta_seconds": 101099.91477665305, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46111111111111114, "fast_rcnn/fg_cls_accuracy": 0.5388888888888889, "iteration": 53619, "loss_box_reg": 0.013188223354518414, "loss_cls": 0.04888283851323649, "loss_rpn_cls": 0.0013262252432468813, "loss_rpn_loc": 0.002740367028309265, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542618369916454, "total_loss": 0.06763517271360797}
{"data_time": 0.003917980473488569, "eta_seconds": 101141.80612777965, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4458333333333333, "fast_rcnn/fg_cls_accuracy": 0.5541666666666667, "iteration": 53639, "loss_box_reg": 0.013933301263023168, "loss_cls": 0.04817559104412794, "loss_rpn_cls": 0.0015773489980119848, "loss_rpn_loc": 0.0032080776345537743, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5452994834631681, "total_loss": 0.06901497145963731}
{"data_time": 0.003863310907036066, "eta_seconds": 101104.42273196764, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3684210526315789, "fast_rcnn/fg_cls_accuracy": 0.631578947368421, "iteration": 53659, "loss_box_reg": 0.011743642360670492, "loss_cls": 0.05316731403581798, "loss_rpn_cls": 0.0011333484178521758, "loss_rpn_loc": 0.003970839523390168, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357137974351645, "total_loss": 0.0689883879572335}
{"data_time": 0.004110177978873253, "eta_seconds": 101093.57118316926, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.41060337178349604, "fast_rcnn/fg_cls_accuracy": 0.589396628216504, "iteration": 53679, "loss_box_reg": 0.013763433031272143, "loss_cls": 0.04877721442608163, "loss_rpn_cls": 0.001238757656750522, "loss_rpn_loc": 0.003095604603004176, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5437781508080661, "total_loss": 0.06853252791879072}
{"data_time": 0.0037158597260713577, "eta_seconds": 101070.994597313, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41657397107897665, "fast_rcnn/fg_cls_accuracy": 0.5834260289210234, "iteration": 53699, "loss_box_reg": 0.0124042249226477, "loss_cls": 0.04989440634381026, "loss_rpn_cls": 0.001258267535035884, "loss_rpn_loc": 0.0033174521158798598, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.533605275908485, "total_loss": 0.06567213504695246}
{"data_time": 0.004190820502117276, "eta_seconds": 101071.8680855725, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4264354066985646, "fast_rcnn/fg_cls_accuracy": 0.5735645933014355, "iteration": 53719, "loss_box_reg": 0.01249014725908637, "loss_cls": 0.04952932638116181, "loss_rpn_cls": 0.00160221016790274, "loss_rpn_loc": 0.002706350107473554, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5445527960546315, "total_loss": 0.06854944351005088}
{"data_time": 0.00378439505584538, "eta_seconds": 101071.83840496, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31180555555555556, "fast_rcnn/fg_cls_accuracy": 0.671875, "iteration": 53739, "loss_box_reg": 0.012303294555749744, "loss_cls": 0.04927976487670094, "loss_rpn_cls": 0.0009000206412110856, "loss_rpn_loc": 0.0031062561793078203, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5491428903769702, "total_loss": 0.06759881748575935}
{"data_time": 0.004133244277909398, "eta_seconds": 101038.44372707698, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3963585434173669, "fast_rcnn/fg_cls_accuracy": 0.6036414565826331, "iteration": 53759, "loss_box_reg": 0.012742641469230875, "loss_cls": 0.04889259673655033, "loss_rpn_cls": 0.0015878736190302334, "loss_rpn_loc": 0.003188303111528512, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5407476304098964, "total_loss": 0.06780961016606568}
{"data_time": 0.0040400950238108635, "eta_seconds": 101019.78601334686, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.49468085106382975, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 53779, "loss_box_reg": 0.013921195903094485, "loss_cls": 0.047758406144566834, "loss_rpn_cls": 0.0011297883557688237, "loss_rpn_loc": 0.002788239791698288, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5357098546810448, "total_loss": 0.06665283299412295}
{"data_time": 0.00412565260194242, "eta_seconds": 101013.07051557535, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.6048780487804878, "fast_rcnn/fg_cls_accuracy": 0.3951219512195122, "iteration": 53799, "loss_box_reg": 0.012209675769554451, "loss_cls": 0.05116257746703923, "loss_rpn_cls": 0.0018063530486642776, "loss_rpn_loc": 0.004187190941593144, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431933833751827, "total_loss": 0.06733002329110604}
{"data_time": 0.00416372949257493, "eta_seconds": 101002.22061997699, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 53819, "loss_box_reg": 0.012647655501496047, "loss_cls": 0.04941328871063888, "loss_rpn_cls": 0.0010095432694470219, "loss_rpn_loc": 0.003856941850244766, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5393739610444754, "total_loss": 0.06974235117388616}
{"data_time": 0.004111238056793809, "eta_seconds": 100980.03648890252, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3106060606060606, "fast_rcnn/fg_cls_accuracy": 0.6275546159267089, "iteration": 53839, "loss_box_reg": 0.012632678408408538, "loss_cls": 0.05214330949820578, "loss_rpn_cls": 0.0010640679731750424, "loss_rpn_loc": 0.0035442253265500767, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5410641757771373, "total_loss": 0.06912982744006513}
{"data_time": 0.004029453033581376, "eta_seconds": 100969.18781098514, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.456575682382134, "fast_rcnn/fg_cls_accuracy": 0.5434243176178659, "iteration": 53859, "loss_box_reg": 0.01273070540628396, "loss_cls": 0.04886409250320867, "loss_rpn_cls": 0.0014770692541787867, "loss_rpn_loc": 0.002816280142724281, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431732074357569, "total_loss": 0.06746593141065205}
{"data_time": 0.003944124560803175, "eta_seconds": 100976.93209086033, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4594594594594595, "fast_rcnn/fg_cls_accuracy": 0.5405405405405406, "iteration": 53879, "loss_box_reg": 0.01339661079691723, "loss_cls": 0.04927786358166486, "loss_rpn_cls": 0.0015374806901036209, "loss_rpn_loc": 0.003329719438625034, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5503713476937264, "total_loss": 0.06853515858696824}
{"data_time": 0.004056193633005023, "eta_seconds": 100947.49045515037, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.47777777777777775, "fast_rcnn/fg_cls_accuracy": 0.5222222222222223, "iteration": 53899, "loss_box_reg": 0.012905149022117257, "loss_cls": 0.05269918031990528, "loss_rpn_cls": 0.0012456976246539853, "loss_rpn_loc": 0.00287047949314001, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5401821588166058, "total_loss": 0.06979521306982406}
{"data_time": 0.004277118016034365, "eta_seconds": 100854.544727762, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.40118577075098816, "fast_rcnn/fg_cls_accuracy": 0.5988142292490118, "iteration": 53919, "loss_box_reg": 0.012794214359018952, "loss_cls": 0.04950965638272464, "loss_rpn_cls": 0.0011351793609719607, "loss_rpn_loc": 0.002575660906586563, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.529597906395793, "total_loss": 0.06789829021013816}
{"data_time": 0.004341769963502884, "eta_seconds": 100824.53641589009, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2681063122923588, "fast_rcnn/fg_cls_accuracy": 0.7318936877076412, "iteration": 53939, "loss_box_reg": 0.012234760506544262, "loss_cls": 0.04881812259554863, "loss_rpn_cls": 0.0016181673397568375, "loss_rpn_loc": 0.0034118609655706678, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5443154373206198, "total_loss": 0.06805679809076537}
{"data_time": 0.004453655565157533, "eta_seconds": 100783.60605558101, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 53959, "loss_box_reg": 0.01242788418312557, "loss_cls": 0.049552113632671535, "loss_rpn_cls": 0.0014404470006184056, "loss_rpn_loc": 0.0031942350688041188, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5421984503045678, "total_loss": 0.06743411036637781}
{"data_time": 0.0042835024651139975, "eta_seconds": 100778.24956476898, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25582479030754895, "fast_rcnn/fg_cls_accuracy": 0.722007722007722, "iteration": 53979, "loss_box_reg": 0.01335943175945431, "loss_cls": 0.050331264501437545, "loss_rpn_cls": 0.0017854328564226307, "loss_rpn_loc": 0.0032383227517129853, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5393998899962753, "total_loss": 0.06805090142665904}
{"data_time": 0.003986466908827424, "eta_seconds": 100754.61965957284, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4238770685579196, "fast_rcnn/fg_cls_accuracy": 0.5663038099950519, "iteration": 53999, "loss_box_reg": 0.013869760325178504, "loss_cls": 0.05123674776405096, "loss_rpn_cls": 0.0016430474986464105, "loss_rpn_loc": 0.003059524180571316, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405123375821859, "total_loss": 0.07118074344714387}
{"data_time": 0.0038715761620551348, "eta_seconds": 100745.9581363874, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3888888888888889, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 54019, "loss_box_reg": 0.013540906918933615, "loss_cls": 0.049506634939461946, "loss_rpn_cls": 0.0013180622622144256, "loss_rpn_loc": 0.002464449018589221, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.546275150263682, "total_loss": 0.06638396064795415}
{"data_time": 0.0037164767272770405, "eta_seconds": 100740.26782108191, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 54039, "loss_box_reg": 0.013296028919285163, "loss_cls": 0.048009940481279045, "loss_rpn_cls": 0.0012831932695007708, "loss_rpn_loc": 0.002867052284273086, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356840332970023, "total_loss": 0.06575852541300264}
{"data_time": 0.003990971017628908, "eta_seconds": 100717.75542935054, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4897058823529412, "fast_rcnn/fg_cls_accuracy": 0.5102941176470588, "iteration": 54059, "loss_box_reg": 0.01318636687938124, "loss_cls": 0.04991243302356452, "loss_rpn_cls": 0.0009369669322722984, "loss_rpn_loc": 0.00266940426081419, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403690994717181, "total_loss": 0.0694220694484784}
{"data_time": 0.004275814397260547, "eta_seconds": 100719.51896567992, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3038461538461539, "fast_rcnn/fg_cls_accuracy": 0.5993589743589745, "iteration": 54079, "loss_box_reg": 0.013149746402632445, "loss_cls": 0.04837196646258235, "loss_rpn_cls": 0.0011943058942733842, "loss_rpn_loc": 0.0031981682186597027, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440601040609181, "total_loss": 0.06796354108098512}
{"data_time": 0.004029108909890056, "eta_seconds": 100708.68430806021, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.26235146966854284, "fast_rcnn/fg_cls_accuracy": 0.7376485303314572, "iteration": 54099, "loss_box_reg": 0.01126019304501824, "loss_cls": 0.05108406918589026, "loss_rpn_cls": 0.001650294011369624, "loss_rpn_loc": 0.0032512280959053896, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360646871849895, "total_loss": 0.06813414923340133}
{"data_time": 0.003961597103625536, "eta_seconds": 100717.09936504974, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.31140988372093026, "fast_rcnn/fg_cls_accuracy": 0.6885901162790697, "iteration": 54119, "loss_box_reg": 0.012357868457911536, "loss_cls": 0.04992137767840177, "loss_rpn_cls": 0.001400742497878582, "loss_rpn_loc": 0.002952913202534546, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5435461224988103, "total_loss": 0.06719869494725117}
{"data_time": 0.004204437835142016, "eta_seconds": 100741.38743043691, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18333333333333335, "fast_rcnn/fg_cls_accuracy": 0.8166666666666667, "iteration": 54139, "loss_box_reg": 0.013434375607175753, "loss_cls": 0.055230789992492646, "loss_rpn_cls": 0.0009450398929402581, "loss_rpn_loc": 0.003363856845680857, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5539706537965685, "total_loss": 0.072973007960627}
{"data_time": 0.004240445559844375, "eta_seconds": 100730.54692194611, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.33419324577861165, "fast_rcnn/fg_cls_accuracy": 0.6055347091932457, "iteration": 54159, "loss_box_reg": 0.012945473863510415, "loss_cls": 0.052167972549796104, "loss_rpn_cls": 0.001968646420436926, "loss_rpn_loc": 0.004150125865635346, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5406306451186538, "total_loss": 0.0731126130112898}
{"data_time": 0.003980963956564665, "eta_seconds": 100701.55149861914, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 54179, "loss_box_reg": 0.012798547861166298, "loss_cls": 0.05117122130468488, "loss_rpn_cls": 0.0013426918443428804, "loss_rpn_loc": 0.0024655336928844918, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423124018125236, "total_loss": 0.06873961195350375}
{"data_time": 0.004081741441041231, "eta_seconds": 100673.75244982331, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2254273504273504, "fast_rcnn/fg_cls_accuracy": 0.7745726495726496, "iteration": 54199, "loss_box_reg": 0.011973295331699774, "loss_cls": 0.04603923752438277, "loss_rpn_cls": 0.0011321586878239032, "loss_rpn_loc": 0.0033153099539049435, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420677524525672, "total_loss": 0.06392086307369027}
{"data_time": 0.004167597042396665, "eta_seconds": 100655.84863582416, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6633333333333333, "iteration": 54219, "loss_box_reg": 0.013001357670873404, "loss_cls": 0.050806883024051785, "loss_rpn_cls": 0.0013289413468555722, "loss_rpn_loc": 0.002870363932743203, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428155399858952, "total_loss": 0.06863765284538204}
{"data_time": 0.004090829053893685, "eta_seconds": 100650.94927992462, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34408602150537637, "fast_rcnn/fg_cls_accuracy": 0.6559139784946236, "iteration": 54239, "loss_box_reg": 0.012666659691603854, "loss_cls": 0.05080844578333199, "loss_rpn_cls": 0.0007236874406544302, "loss_rpn_loc": 0.0029777122508676257, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425616349093616, "total_loss": 0.06648699751394815}
{"data_time": 0.004114315612241626, "eta_seconds": 100647.09178719949, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5195681511470984, "fast_rcnn/fg_cls_accuracy": 0.4658119658119658, "iteration": 54259, "loss_box_reg": 0.01286029937909916, "loss_cls": 0.051240623521152884, "loss_rpn_cls": 0.0011331692437579477, "loss_rpn_loc": 0.0033441867544752313, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5462989616207778, "total_loss": 0.06937224517179175}
{"data_time": 0.004317066399380565, "eta_seconds": 100629.27606557286, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4227941176470588, "fast_rcnn/fg_cls_accuracy": 0.5772058823529411, "iteration": 54279, "loss_box_reg": 0.012823556520743296, "loss_cls": 0.05153090110979974, "loss_rpn_cls": 0.0014130880022094061, "loss_rpn_loc": 0.003780804927373538, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5422419169917703, "total_loss": 0.07138893291198656}
{"data_time": 0.0039896860253065825, "eta_seconds": 100648.58749947674, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3232265446224256, "fast_rcnn/fg_cls_accuracy": 0.6767734553775744, "iteration": 54299, "loss_box_reg": 0.012920802488224581, "loss_cls": 0.049940750817768276, "loss_rpn_cls": 0.0014011793881536505, "loss_rpn_loc": 0.0028603764512808993, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395599221810699, "total_loss": 0.06886704044319458}
{"data_time": 0.004203052027150989, "eta_seconds": 100625.68161733658, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6254464285714285, "iteration": 54319, "loss_box_reg": 0.011737736844224855, "loss_cls": 0.04875754553359002, "loss_rpn_cls": 0.0009250476734905533, "loss_rpn_loc": 0.003237599144995329, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406961406115443, "total_loss": 0.0653138583112991}
{"data_time": 0.004213336389511824, "eta_seconds": 100634.93307608622, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.37012012012012013, "fast_rcnn/fg_cls_accuracy": 0.602852852852853, "iteration": 54339, "loss_box_reg": 0.012720491853542626, "loss_cls": 0.04949323495384306, "loss_rpn_cls": 0.0012829375376952612, "loss_rpn_loc": 0.002368423101870576, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5467371740378439, "total_loss": 0.06412532609945742}
{"data_time": 0.003838954260572791, "eta_seconds": 100635.80676114699, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3633540372670807, "fast_rcnn/fg_cls_accuracy": 0.6366459627329193, "iteration": 54359, "loss_box_reg": 0.011955952417338267, "loss_cls": 0.04961935285246, "loss_rpn_cls": 0.0013169441098170864, "loss_rpn_loc": 0.0028106631434638985, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5497436809819192, "total_loss": 0.0667288805809676}
{"data_time": 0.004000958055257797, "eta_seconds": 100680.89620626159, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4428904428904429, "fast_rcnn/fg_cls_accuracy": 0.5571095571095571, "iteration": 54379, "loss_box_reg": 0.013597412587841973, "loss_cls": 0.04823762539308518, "loss_rpn_cls": 0.0012122007900643439, "loss_rpn_loc": 0.003838276825263165, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5555983709637076, "total_loss": 0.06548153939775148}
{"data_time": 0.004454457899555564, "eta_seconds": 100670.0481991712, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.29261363636363635, "fast_rcnn/fg_cls_accuracy": 0.6589673913043479, "iteration": 54399, "loss_box_reg": 0.011978731432463974, "loss_cls": 0.04759875498712063, "loss_rpn_cls": 0.0011936449777749658, "loss_rpn_loc": 0.0030645006081613246, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5409968048334122, "total_loss": 0.0656822509840822}
{"data_time": 0.003828681306913495, "eta_seconds": 100638.67780181742, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38354978354978353, "fast_rcnn/fg_cls_accuracy": 0.5549318364073776, "iteration": 54419, "loss_box_reg": 0.013571893679909408, "loss_cls": 0.05297435843385756, "loss_rpn_cls": 0.0009750882734920197, "loss_rpn_loc": 0.0034211861366202356, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5434221755713224, "total_loss": 0.07214311558698228}
{"data_time": 0.004136690404266119, "eta_seconds": 100610.94932638644, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.41641337386018235, "fast_rcnn/fg_cls_accuracy": 0.5835866261398176, "iteration": 54439, "loss_box_reg": 0.012456422147806734, "loss_cls": 0.05052206595428288, "loss_rpn_cls": 0.0011391360409334084, "loss_rpn_loc": 0.003379426079845871, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5424911940935999, "total_loss": 0.06807971655678102}
{"data_time": 0.003968165023252368, "eta_seconds": 100589.17722650687, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.34106280193236715, "fast_rcnn/fg_cls_accuracy": 0.6589371980676328, "iteration": 54459, "loss_box_reg": 0.012989727372769266, "loss_cls": 0.05195875791832805, "loss_rpn_cls": 0.001541189938336629, "loss_rpn_loc": 0.0032284300068567973, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5401954208500683, "total_loss": 0.07088352740993287}
{"data_time": 0.0044463458471000195, "eta_seconds": 100590.59795693634, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.50625, "fast_rcnn/fg_cls_accuracy": 0.49375, "iteration": 54479, "loss_box_reg": 0.013401153264567256, "loss_cls": 0.04893138509942219, "loss_rpn_cls": 0.0010920723548224487, "loss_rpn_loc": 0.003927736936020665, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5440631348174065, "total_loss": 0.066707065086689}
{"data_time": 0.004095350159332156, "eta_seconds": 100615.80816371925, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.40544871794871795, "fast_rcnn/fg_cls_accuracy": 0.594551282051282, "iteration": 54499, "loss_box_reg": 0.012789054831955582, "loss_cls": 0.04934470128500834, "loss_rpn_cls": 0.0011772460749170932, "loss_rpn_loc": 0.0028566408655024134, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.545903084333986, "total_loss": 0.06785217650406139}
{"data_time": 0.003969400888308883, "eta_seconds": 100622.06271468848, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3129370629370629, "fast_rcnn/fg_cls_accuracy": 0.6870629370629371, "iteration": 54519, "loss_box_reg": 0.01210658357013017, "loss_cls": 0.047469137876760215, "loss_rpn_cls": 0.0012435234535814743, "loss_rpn_loc": 0.003138569380098488, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543566906824708, "total_loss": 0.0662721749697539}
{"data_time": 0.004098754609003663, "eta_seconds": 100607.09533883096, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.458980044345898, "fast_rcnn/fg_cls_accuracy": 0.5182926829268293, "iteration": 54539, "loss_box_reg": 0.013225026050349697, "loss_cls": 0.05046388471964747, "loss_rpn_cls": 0.0015761540907988092, "loss_rpn_loc": 0.0030815641439403407, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447756934445351, "total_loss": 0.07145578943845976}
{"data_time": 0.0038544924464076757, "eta_seconds": 100595.453170727, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32015306122448983, "fast_rcnn/fg_cls_accuracy": 0.6798469387755102, "iteration": 54559, "loss_box_reg": 0.012952289369422942, "loss_cls": 0.048898926470428705, "loss_rpn_cls": 0.0011503284905529654, "loss_rpn_loc": 0.004024071309686406, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5420193758327514, "total_loss": 0.06726761682995175}
{"data_time": 0.004296188475564122, "eta_seconds": 100584.60384903755, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2938099389712293, "fast_rcnn/fg_cls_accuracy": 0.678409090909091, "iteration": 54579, "loss_box_reg": 0.012633420119527727, "loss_cls": 0.05032362916972488, "loss_rpn_cls": 0.0006616898649554059, "loss_rpn_loc": 0.002101032881910214, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387963331304491, "total_loss": 0.06695615080286643}
{"data_time": 0.004221761832013726, "eta_seconds": 100573.7545273481, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.542486231313926, "fast_rcnn/fg_cls_accuracy": 0.45751376868607396, "iteration": 54599, "loss_box_reg": 0.012899235414806753, "loss_cls": 0.05189554952085018, "loss_rpn_cls": 0.0009842502212222826, "loss_rpn_loc": 0.003436342300119577, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5440363290254027, "total_loss": 0.06912652945220543}
{"data_time": 0.004243871429935098, "eta_seconds": 100563.69771007285, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 54619, "loss_box_reg": 0.013446987170027569, "loss_cls": 0.05071003083139658, "loss_rpn_cls": 0.0013223033649865101, "loss_rpn_loc": 0.003310644082375802, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5487071520183235, "total_loss": 0.06942578753120188}
{"data_time": 0.00443746498785913, "eta_seconds": 100519.37405242282, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5096938775510205, "fast_rcnn/fg_cls_accuracy": 0.4035714285714286, "iteration": 54639, "loss_box_reg": 0.01309210539329797, "loss_cls": 0.05302649096120149, "loss_rpn_cls": 0.002107549108814055, "loss_rpn_loc": 0.0035727239956031553, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5354857051279396, "total_loss": 0.07245551446862919}
{"data_time": 0.004061903338879347, "eta_seconds": 100508.52825702331, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4445121951219512, "fast_rcnn/fg_cls_accuracy": 0.5554878048780488, "iteration": 54659, "loss_box_reg": 0.012024691910482943, "loss_cls": 0.05148296966217458, "loss_rpn_cls": 0.0012390996794238163, "loss_rpn_loc": 0.0027470100540085696, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389380629640073, "total_loss": 0.066289083008229}
{"data_time": 0.0040609564166516066, "eta_seconds": 100469.90645083017, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4939091915836102, "fast_rcnn/fg_cls_accuracy": 0.5060908084163898, "iteration": 54679, "loss_box_reg": 0.012500229815486819, "loss_cls": 0.04957740200916305, "loss_rpn_cls": 0.0014788302758006466, "loss_rpn_loc": 0.003267434389272239, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5360472064930946, "total_loss": 0.06821278729125879}
{"data_time": 0.004151011584326625, "eta_seconds": 100459.06365304138, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4421188630490956, "fast_rcnn/fg_cls_accuracy": 0.5578811369509044, "iteration": 54699, "loss_box_reg": 0.013203494541812688, "loss_cls": 0.04906420421320945, "loss_rpn_cls": 0.0015529443777495544, "loss_rpn_loc": 0.0034938059725391213, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398137483280152, "total_loss": 0.06974872333171334}
{"data_time": 0.0036806962452828884, "eta_seconds": 100440.6511089257, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3492647058823529, "fast_rcnn/fg_cls_accuracy": 0.6507352941176471, "iteration": 54719, "loss_box_reg": 0.013695233676116914, "loss_cls": 0.05490748421289027, "loss_rpn_cls": 0.001188677708682917, "loss_rpn_loc": 0.0036032370808243286, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542229329701513, "total_loss": 0.07315816736030456}
{"data_time": 0.003933432279154658, "eta_seconds": 100422.07809981215, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.49645748987854255, "fast_rcnn/fg_cls_accuracy": 0.4903846153846154, "iteration": 54739, "loss_box_reg": 0.012979739054571837, "loss_cls": 0.05092894297558814, "loss_rpn_cls": 0.001450487780630283, "loss_rpn_loc": 0.0030978062204667367, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395065704360604, "total_loss": 0.07074879914421217}
{"data_time": 0.003747415030375123, "eta_seconds": 100405.13029427337, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4211822660098522, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 54759, "loss_box_reg": 0.012277971574803814, "loss_cls": 0.0467588052561041, "loss_rpn_cls": 0.0016255040843589086, "loss_rpn_loc": 0.003407591284485534, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.533711705589667, "total_loss": 0.06390294732204893}
{"data_time": 0.004339727573096752, "eta_seconds": 100396.43726623128, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3631336405529954, "fast_rcnn/fg_cls_accuracy": 0.6368663594470045, "iteration": 54779, "loss_box_reg": 0.012252154701855034, "loss_cls": 0.04680826829280704, "loss_rpn_cls": 0.0010702202570058716, "loss_rpn_loc": 0.0030220069384085946, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448804197367281, "total_loss": 0.06493498681493293}
{"data_time": 0.004282665206119418, "eta_seconds": 100376.62641223846, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35890151515151514, "fast_rcnn/fg_cls_accuracy": 0.6410984848484849, "iteration": 54799, "loss_box_reg": 0.012693763826973736, "loss_cls": 0.05060917709488422, "loss_rpn_cls": 0.0014111433742982626, "loss_rpn_loc": 0.0037215712072793394, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.535655789077282, "total_loss": 0.06995100716574143}
{"data_time": 0.004410570720210671, "eta_seconds": 100372.60883402615, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4891304347826087, "fast_rcnn/fg_cls_accuracy": 0.5108695652173914, "iteration": 54819, "loss_box_reg": 0.012785529368557036, "loss_cls": 0.04727758327499032, "loss_rpn_cls": 0.0012971692245855593, "loss_rpn_loc": 0.0027511247026268393, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5455270980019122, "total_loss": 0.0688531009924418}
{"data_time": 0.004588825395330787, "eta_seconds": 100367.87236946425, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4342948717948718, "fast_rcnn/fg_cls_accuracy": 0.5565476190476191, "iteration": 54839, "loss_box_reg": 0.012761965102981776, "loss_cls": 0.05033546360209584, "loss_rpn_cls": 0.0007842063602936378, "loss_rpn_loc": 0.0027560542439459823, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.549759638030082, "total_loss": 0.06788923358237753}
{"data_time": 0.0034928994718939066, "eta_seconds": 100357.03122339468, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.48749218261413385, "fast_rcnn/fg_cls_accuracy": 0.5125078173858661, "iteration": 54859, "loss_box_reg": 0.012497761868871748, "loss_cls": 0.0523824798874557, "loss_rpn_cls": 0.0012950602222190355, "loss_rpn_loc": 0.003477880687569268, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5393328815698624, "total_loss": 0.07085195151034895}
{"data_time": 0.0038627313915640116, "eta_seconds": 100315.08403857797, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5166666666666666, "fast_rcnn/fg_cls_accuracy": 0.48333333333333334, "iteration": 54879, "loss_box_reg": 0.013065925595583394, "loss_cls": 0.049315188836771995, "loss_rpn_cls": 0.0013174123232602142, "loss_rpn_loc": 0.0029962654662085697, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346775555517524, "total_loss": 0.06888253926388188}
{"data_time": 0.004148655338212848, "eta_seconds": 100338.56910981936, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.32999999999999996, "fast_rcnn/fg_cls_accuracy": 0.6699999999999999, "iteration": 54899, "loss_box_reg": 0.012623752292711288, "loss_cls": 0.051931093039456755, "loss_rpn_cls": 0.0012644328807027705, "loss_rpn_loc": 0.003984071488957852, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5493484055623412, "total_loss": 0.07127505691528313}
{"data_time": 0.004041220992803574, "eta_seconds": 100327.72761581233, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4357142857142857, "fast_rcnn/fg_cls_accuracy": 0.5642857142857143, "iteration": 54919, "loss_box_reg": 0.012169367459136993, "loss_cls": 0.05195601825835183, "loss_rpn_cls": 0.001329093647711943, "loss_rpn_loc": 0.0037123051633898285, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5396463517099619, "total_loss": 0.06960639194386431}
{"data_time": 0.0044923280365765095, "eta_seconds": 100316.88612180529, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3194444444444444, "fast_rcnn/fg_cls_accuracy": 0.6805555555555556, "iteration": 54939, "loss_box_reg": 0.013305006868904456, "loss_cls": 0.05044495058245957, "loss_rpn_cls": 0.0014183405215248968, "loss_rpn_loc": 0.0042060724954353645, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5426484639756382, "total_loss": 0.06937922211955083}
{"data_time": 0.004052905831485987, "eta_seconds": 100306.04462779826, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32924836601307195, "fast_rcnn/fg_cls_accuracy": 0.6707516339869282, "iteration": 54959, "loss_box_reg": 0.012178473407402635, "loss_cls": 0.04911361914128065, "loss_rpn_cls": 0.0008037854204303585, "loss_rpn_loc": 0.0033355247433064505, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5416630953550339, "total_loss": 0.06651908062337952}
{"data_time": 0.003915688488632441, "eta_seconds": 100285.88494003355, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3853174603174603, "fast_rcnn/fg_cls_accuracy": 0.6146825396825397, "iteration": 54979, "loss_box_reg": 0.012244950397871435, "loss_cls": 0.04970183479599655, "loss_rpn_cls": 0.0011694814291445255, "loss_rpn_loc": 0.004306000868382398, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5274533680640161, "total_loss": 0.06730254231638355}
{"data_time": 0.004160626092925668, "eta_seconds": 100288.86337942025, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39779326364692214, "fast_rcnn/fg_cls_accuracy": 0.6022067363530779, "iteration": 54999, "loss_box_reg": 0.013706872094189748, "loss_cls": 0.05155623867176473, "loss_rpn_cls": 0.0014271086508870212, "loss_rpn_loc": 0.0033852572087198496, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5481297865044326, "total_loss": 0.06997375917944737}
{"data_time": 0.003999413922429085, "eta_seconds": 100264.2039665354, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46944444444444444, "fast_rcnn/fg_cls_accuracy": 0.5138888888888888, "iteration": 55019, "loss_box_reg": 0.012827006634324789, "loss_cls": 0.05002239753957838, "loss_rpn_cls": 0.0013844849567874462, "loss_rpn_loc": 0.0031414217919518705, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378566756844521, "total_loss": 0.06588494308800819}
{"data_time": 0.0039000129327178, "eta_seconds": 100263.10232119355, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3558558558558559, "fast_rcnn/fg_cls_accuracy": 0.6193214491086831, "iteration": 55039, "loss_box_reg": 0.012181245430838317, "loss_cls": 0.051061284029856324, "loss_rpn_cls": 0.0011662007461268331, "loss_rpn_loc": 0.003075646895013051, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5446042115800083, "total_loss": 0.06762823716871935}
{"data_time": 0.004215057473629713, "eta_seconds": 100263.89329284313, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3014112903225806, "fast_rcnn/fg_cls_accuracy": 0.6985887096774194, "iteration": 55059, "loss_box_reg": 0.012393518059980124, "loss_cls": 0.05111870833206922, "loss_rpn_cls": 0.0011063359049785504, "loss_rpn_loc": 0.0032354052273149136, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431675042491406, "total_loss": 0.06908052830885936}
{"data_time": 0.003690956858918071, "eta_seconds": 100266.3573307076, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3905982905982906, "fast_rcnn/fg_cls_accuracy": 0.6094017094017095, "iteration": 55079, "loss_box_reg": 0.012293951585888863, "loss_cls": 0.04894625977613032, "loss_rpn_cls": 0.0008181370792499365, "loss_rpn_loc": 0.0028172309648653027, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5472442046739161, "total_loss": 0.06515433212388189}
{"data_time": 0.00392500963062048, "eta_seconds": 100277.15494117374, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3482142857142857, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 55099, "loss_box_reg": 0.011814548837719485, "loss_cls": 0.04821254499256611, "loss_rpn_cls": 0.0016275637176477176, "loss_rpn_loc": 0.0035683836649695877, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5456541064195335, "total_loss": 0.06566553681477671}
{"data_time": 0.004142371937632561, "eta_seconds": 100262.38769399584, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.3702127659574468, "fast_rcnn/fg_cls_accuracy": 0.6297872340425532, "iteration": 55119, "loss_box_reg": 0.013213800266385078, "loss_cls": 0.050061721820384264, "loss_rpn_cls": 0.001154478716784979, "loss_rpn_loc": 0.0036371143360156566, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540330154588446, "total_loss": 0.06725110833576764}
{"data_time": 0.004123267717659473, "eta_seconds": 100221.85392880766, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4328231292517007, "fast_rcnn/fg_cls_accuracy": 0.5671768707482994, "iteration": 55139, "loss_box_reg": 0.012305375596042722, "loss_cls": 0.05052260588854551, "loss_rpn_cls": 0.0014490332409877738, "loss_rpn_loc": 0.0032936356001300737, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5372000795323402, "total_loss": 0.06920956410931467}
{"data_time": 0.004147418541833758, "eta_seconds": 100240.6953864696, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.3755081300813008, "fast_rcnn/fg_cls_accuracy": 0.49390243902439024, "iteration": 55159, "loss_box_reg": 0.012674904544837773, "loss_cls": 0.04857226030435413, "loss_rpn_cls": 0.0012574938720035789, "loss_rpn_loc": 0.004022598895971896, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5448536714538932, "total_loss": 0.06855348458225308}
{"data_time": 0.004133541136980057, "eta_seconds": 100212.13614580664, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5194281524926686, "fast_rcnn/fg_cls_accuracy": 0.4805718475073314, "iteration": 55179, "loss_box_reg": 0.013240471831522882, "loss_cls": 0.048955694772303104, "loss_rpn_cls": 0.001444570559215208, "loss_rpn_loc": 0.00372753352712607, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5394368954002857, "total_loss": 0.06919245408965935}
{"data_time": 0.003964727511629462, "eta_seconds": 100194.08254963486, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.23385093167701865, "fast_rcnn/fg_cls_accuracy": 0.7608695652173914, "iteration": 55199, "loss_box_reg": 0.012627489340957254, "loss_cls": 0.04889398894738406, "loss_rpn_cls": 0.00153779966149159, "loss_rpn_loc": 0.003144799149595201, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.53623067564331, "total_loss": 0.06611168772008114}
{"data_time": 0.003930525155737996, "eta_seconds": 100190.44767184625, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3223866790009251, "fast_rcnn/fg_cls_accuracy": 0.6776133209990749, "iteration": 55219, "loss_box_reg": 0.01325945951975882, "loss_cls": 0.04570432071341202, "loss_rpn_cls": 0.0014483077593467897, "loss_rpn_loc": 0.003161231601552572, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5457918518222868, "total_loss": 0.06628687849945436}
{"data_time": 0.004168673884123564, "eta_seconds": 100179.60343486606, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.30098684210526316, "fast_rcnn/fg_cls_accuracy": 0.6990131578947368, "iteration": 55239, "loss_box_reg": 0.013226940121967345, "loss_cls": 0.04819827975006774, "loss_rpn_cls": 0.0011607012763761304, "loss_rpn_loc": 0.0027720496873371303, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.549326912034303, "total_loss": 0.06697277954413039}
{"data_time": 0.004480598261579871, "eta_seconds": 100179.23669465492, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.47804659498207885, "fast_rcnn/fg_cls_accuracy": 0.5219534050179211, "iteration": 55259, "loss_box_reg": 0.012594904168508947, "loss_cls": 0.04956420941744, "loss_rpn_cls": 0.0011488572296798338, "loss_rpn_loc": 0.002988219683174975, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5453656713943928, "total_loss": 0.06600517035701614}
{"data_time": 0.00406063231639564, "eta_seconds": 100157.91496090568, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.7064393939393939, "iteration": 55279, "loss_box_reg": 0.012468346540117636, "loss_cls": 0.050168062560260296, "loss_rpn_cls": 0.0012105859582334233, "loss_rpn_loc": 0.003329485381982522, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541306656319648, "total_loss": 0.06921784057112745}
{"data_time": 0.0037839512806385756, "eta_seconds": 100164.77231012774, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.379041248606466, "fast_rcnn/fg_cls_accuracy": 0.620958751393534, "iteration": 55299, "loss_box_reg": 0.012318142864387482, "loss_cls": 0.046825259807519615, "loss_rpn_cls": 0.0011163818874138087, "loss_rpn_loc": 0.00309153526177397, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5478770551271737, "total_loss": 0.06387756833771618}
{"data_time": 0.0037244174163788557, "eta_seconds": 100153.92615636461, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3915701415701416, "fast_rcnn/fg_cls_accuracy": 0.6084298584298584, "iteration": 55319, "loss_box_reg": 0.013126507663400844, "loss_cls": 0.052842758130282164, "loss_rpn_cls": 0.0015178328028468968, "loss_rpn_loc": 0.004396937780256849, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419948236085474, "total_loss": 0.06971762907983248}
{"data_time": 0.004878761945292354, "eta_seconds": 100143.08000260149, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.37397179788484136, "fast_rcnn/fg_cls_accuracy": 0.6233108108108107, "iteration": 55339, "loss_box_reg": 0.012609928264282644, "loss_cls": 0.05171758483629674, "loss_rpn_cls": 0.001218447056999139, "loss_rpn_loc": 0.003118018892564578, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454173458274454, "total_loss": 0.07101713195061166}
{"data_time": 0.004052045289427042, "eta_seconds": 100114.5380129849, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.3955910852713178, "fast_rcnn/fg_cls_accuracy": 0.6044089147286822, "iteration": 55359, "loss_box_reg": 0.012050245830323547, "loss_cls": 0.04900231980718672, "loss_rpn_cls": 0.0012063972249052313, "loss_rpn_loc": 0.0027373585908208042, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.541354137705639, "total_loss": 0.06559247432099369}
{"data_time": 0.0044718110002577305, "eta_seconds": 100062.19053022563, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49193548387096775, "fast_rcnn/fg_cls_accuracy": 0.47093023255813954, "iteration": 55379, "loss_box_reg": 0.012588783167302608, "loss_cls": 0.04959631129167974, "loss_rpn_cls": 0.0010761242638182011, "loss_rpn_loc": 0.00274925906342105, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398449648637325, "total_loss": 0.06649174321000828}
{"data_time": 0.004275555722415447, "eta_seconds": 100063.53093768144, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.26679586563307495, "fast_rcnn/fg_cls_accuracy": 0.7222222222222222, "iteration": 55399, "loss_box_reg": 0.012533157540019602, "loss_cls": 0.0481528730597347, "loss_rpn_cls": 0.0018134205462274622, "loss_rpn_loc": 0.00294986598964897, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5469469265080988, "total_loss": 0.06503563989946315}
{"data_time": 0.00418428611010313, "eta_seconds": 100064.22561134398, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4096774193548387, "fast_rcnn/fg_cls_accuracy": 0.5792114695340502, "iteration": 55419, "loss_box_reg": 0.012478837568778545, "loss_cls": 0.05116338888183236, "loss_rpn_cls": 0.001975831240201842, "loss_rpn_loc": 0.0041697578089952, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5523737568873912, "total_loss": 0.06975318661852725}
{"data_time": 0.0037177689373493195, "eta_seconds": 100063.96106862603, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.48333333333333334, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 55439, "loss_box_reg": 0.012499345932155848, "loss_cls": 0.04927251429762691, "loss_rpn_cls": 0.001436437010482905, "loss_rpn_loc": 0.003214955399016617, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544582512229681, "total_loss": 0.066259694167627}
{"data_time": 0.004131787456572056, "eta_seconds": 100092.47580203693, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4880952380952381, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 55459, "loss_box_reg": 0.012478592339903116, "loss_cls": 0.05128830252215266, "loss_rpn_cls": 0.0009569954116273038, "loss_rpn_loc": 0.0024351229112653527, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5479297062847763, "total_loss": 0.06939105684796232}
{"data_time": 0.004050876013934612, "eta_seconds": 100067.15692625963, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3697478991596639, "fast_rcnn/fg_cls_accuracy": 0.6302521008403361, "iteration": 55479, "loss_box_reg": 0.011702507908921689, "loss_cls": 0.04561718733748421, "loss_rpn_cls": 0.0009842179883889912, "loss_rpn_loc": 0.003624589320679661, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.541457382729277, "total_loss": 0.063028396242089}
{"data_time": 0.00387941743247211, "eta_seconds": 100023.80505718524, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3375, "fast_rcnn/fg_cls_accuracy": 0.5763888888888888, "iteration": 55499, "loss_box_reg": 0.012206816434627399, "loss_cls": 0.04804575932212174, "loss_rpn_cls": 0.0012731609215848039, "loss_rpn_loc": 0.0039049833721946925, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5427885758690536, "total_loss": 0.06432286272843157}
{"data_time": 0.0037577685434371233, "eta_seconds": 99998.48457437614, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41023936170212766, "fast_rcnn/fg_cls_accuracy": 0.58125, "iteration": 55519, "loss_box_reg": 0.012113553762901574, "loss_cls": 0.04928355279844254, "loss_rpn_cls": 0.0013541579839397855, "loss_rpn_loc": 0.0032921067395363934, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5408073461148888, "total_loss": 0.06796501525241183}
{"data_time": 0.004112638998776674, "eta_seconds": 99965.59452289715, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34330357142857143, "fast_rcnn/fg_cls_accuracy": 0.6566964285714285, "iteration": 55539, "loss_box_reg": 0.013483730086591095, "loss_cls": 0.04819420352578163, "loss_rpn_cls": 0.0010901839747248232, "loss_rpn_loc": 0.0032516267183382297, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5403846120461822, "total_loss": 0.06712931272852529}
{"data_time": 0.003986477619037032, "eta_seconds": 99947.28887723782, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3787878787878788, "fast_rcnn/fg_cls_accuracy": 0.6212121212121212, "iteration": 55559, "loss_box_reg": 0.013132094754837453, "loss_cls": 0.049577704281546175, "loss_rpn_cls": 0.001844928034415716, "loss_rpn_loc": 0.003153733407089021, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5421347240917385, "total_loss": 0.06648412741992615}
{"data_time": 0.004272641148418188, "eta_seconds": 99959.9992031774, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45906432748538006, "fast_rcnn/fg_cls_accuracy": 0.5055821371610845, "iteration": 55579, "loss_box_reg": 0.011732137820217758, "loss_cls": 0.050235597300343215, "loss_rpn_cls": 0.001584898882242669, "loss_rpn_loc": 0.002842126526957145, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5416166067589074, "total_loss": 0.06796435375599685}
{"data_time": 0.0038118455559015274, "eta_seconds": 99949.15878921119, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3479905437352246, "fast_rcnn/fg_cls_accuracy": 0.6520094562647754, "iteration": 55599, "loss_box_reg": 0.012577937653986737, "loss_cls": 0.05133833672152832, "loss_rpn_cls": 0.001626891956647114, "loss_rpn_loc": 0.002812283935782034, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5505381801631302, "total_loss": 0.06943400595861249}
{"data_time": 0.0038161571137607098, "eta_seconds": 99938.31837524497, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3482142857142857, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 55619, "loss_box_reg": 0.01259200437925756, "loss_cls": 0.04952163784764707, "loss_rpn_cls": 0.0011063749880122487, "loss_rpn_loc": 0.002420389244434773, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5446995610836893, "total_loss": 0.06603159599865194}
{"data_time": 0.004139187978580594, "eta_seconds": 99936.38466139045, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 55639, "loss_box_reg": 0.011826680391095579, "loss_cls": 0.04969980154419318, "loss_rpn_cls": 0.0013721504104751148, "loss_rpn_loc": 0.002576173130364623, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432236650958657, "total_loss": 0.06525309129438028}
{"data_time": 0.004056686768308282, "eta_seconds": 99969.54154239153, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4714587737843552, "fast_rcnn/fg_cls_accuracy": 0.49445031712473575, "iteration": 55659, "loss_box_reg": 0.011840214719995856, "loss_cls": 0.05110457120463252, "loss_rpn_cls": 0.0013813581139174858, "loss_rpn_loc": 0.003625975481554633, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5436974996700883, "total_loss": 0.0672990362861583}
{"data_time": 0.004112176364287734, "eta_seconds": 99958.6953886284, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4117867867867868, "fast_rcnn/fg_cls_accuracy": 0.5882132132132132, "iteration": 55679, "loss_box_reg": 0.012687761714914814, "loss_cls": 0.04766688996460289, "loss_rpn_cls": 0.0014899914017405536, "loss_rpn_loc": 0.003128740117972484, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538953643059358, "total_loss": 0.06690892678898308}
{"data_time": 0.00416871253401041, "eta_seconds": 99953.00802863343, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.33796296296296297, "fast_rcnn/fg_cls_accuracy": 0.662037037037037, "iteration": 55699, "loss_box_reg": 0.01258715003496036, "loss_cls": 0.04664739978034049, "loss_rpn_cls": 0.0012941250847688934, "loss_rpn_loc": 0.003145380072965054, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53865243983455, "total_loss": 0.0641808636347605}
{"data_time": 0.003958080429583788, "eta_seconds": 99937.00308110216, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3454268292682927, "fast_rcnn/fg_cls_accuracy": 0.5996818663838812, "iteration": 55719, "loss_box_reg": 0.013670873129740357, "loss_cls": 0.050627765245735645, "loss_rpn_cls": 0.0012488117320117453, "loss_rpn_loc": 0.003454320194578031, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380239961668849, "total_loss": 0.06911893745564157}
{"data_time": 0.004300256259739399, "eta_seconds": 99940.12659158697, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30476673427991885, "fast_rcnn/fg_cls_accuracy": 0.6658215010141988, "iteration": 55739, "loss_box_reg": 0.011681972071528435, "loss_cls": 0.051258418534416705, "loss_rpn_cls": 0.001049804251124442, "loss_rpn_loc": 0.0035632016879389994, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5484149907715619, "total_loss": 0.06957889041837007}
{"data_time": 0.004157659597694874, "eta_seconds": 100012.67715676664, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4020979020979021, "fast_rcnn/fg_cls_accuracy": 0.5641945773524721, "iteration": 55759, "loss_box_reg": 0.013201972586102784, "loss_cls": 0.05152861191891134, "loss_rpn_cls": 0.0017538592139771936, "loss_rpn_loc": 0.003074379448662512, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5475921514444053, "total_loss": 0.07005766155270976}
{"data_time": 0.0041807780507951975, "eta_seconds": 99996.42291015945, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4178321678321678, "fast_rcnn/fg_cls_accuracy": 0.5746726677577741, "iteration": 55779, "loss_box_reg": 0.012614796927664429, "loss_cls": 0.04897362494375557, "loss_rpn_cls": 0.0007259324505639597, "loss_rpn_loc": 0.0022282738354988396, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5427122469991446, "total_loss": 0.06677803133834459}
{"data_time": 0.0038565665017813444, "eta_seconds": 99996.12811095454, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4368355222013759, "fast_rcnn/fg_cls_accuracy": 0.5615384615384615, "iteration": 55799, "loss_box_reg": 0.012110330426367, "loss_cls": 0.049061170197092, "loss_rpn_cls": 0.0016359221478978725, "loss_rpn_loc": 0.002420355154754361, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5439238324761391, "total_loss": 0.06760193301454365}
{"data_time": 0.0043826529290527105, "eta_seconds": 99974.71063568257, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.4883412824589295, "fast_rcnn/fg_cls_accuracy": 0.5116587175410705, "iteration": 55819, "loss_box_reg": 0.012014099425869063, "loss_cls": 0.049089990206994116, "loss_rpn_cls": 0.0011607518963501207, "loss_rpn_loc": 0.002875077334465459, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5388532273937017, "total_loss": 0.07023681050634423}
{"data_time": 0.004333059536293149, "eta_seconds": 99963.85449844413, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3112745098039216, "fast_rcnn/fg_cls_accuracy": 0.6666666666666667, "iteration": 55839, "loss_box_reg": 0.012907804193673655, "loss_cls": 0.049654602946247905, "loss_rpn_cls": 0.0017059366832654632, "loss_rpn_loc": 0.0033528598833072465, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5451753628440201, "total_loss": 0.06917212857115373}
{"data_time": 0.004345750901848078, "eta_seconds": 99941.75508487923, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4359042553191489, "fast_rcnn/fg_cls_accuracy": 0.564095744680851, "iteration": 55859, "loss_box_reg": 0.012809533218387514, "loss_cls": 0.04584826878271997, "loss_rpn_cls": 0.0013214114032962243, "loss_rpn_loc": 0.0030331852212839294, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350208538584411, "total_loss": 0.06548953644670519}
{"data_time": 0.004531502490863204, "eta_seconds": 99930.90016880026, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4004267425320057, "fast_rcnn/fg_cls_accuracy": 0.5995732574679943, "iteration": 55879, "loss_box_reg": 0.011661198193905875, "loss_cls": 0.050220228848047554, "loss_rpn_cls": 0.0010898669253265325, "loss_rpn_loc": 0.003245321840950055, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5360524239949882, "total_loss": 0.06615726578081649}
{"data_time": 0.004097410943359137, "eta_seconds": 99859.66695185937, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 55899, "loss_box_reg": 0.011913772206753492, "loss_cls": 0.04557235166430473, "loss_rpn_cls": 0.0010573416797114987, "loss_rpn_loc": 0.00437303676517331, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5405988236889243, "total_loss": 0.06524239797931841}
{"data_time": 0.004081237828359008, "eta_seconds": 99842.4975611004, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5053191489361701, "fast_rcnn/fg_cls_accuracy": 0.49468085106382975, "iteration": 55919, "loss_box_reg": 0.012339274457190186, "loss_cls": 0.051249740296043456, "loss_rpn_cls": 0.001236864488930678, "loss_rpn_loc": 0.0033984629008045886, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403972316998988, "total_loss": 0.06594300507003936}
{"data_time": 0.003973555518314242, "eta_seconds": 99837.97023821808, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3854166666666667, "fast_rcnn/fg_cls_accuracy": 0.6145833333333334, "iteration": 55939, "loss_box_reg": 0.012206386454636231, "loss_cls": 0.048625856172293425, "loss_rpn_cls": 0.0013448733091934173, "loss_rpn_loc": 0.002605652261991054, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5436606828588992, "total_loss": 0.06671810936231282}
{"data_time": 0.0041001180652529, "eta_seconds": 99871.23712353548, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.433125, "fast_rcnn/fg_cls_accuracy": 0.566875, "iteration": 55959, "loss_box_reg": 0.013208135613240302, "loss_cls": 0.050546344253234565, "loss_rpn_cls": 0.0014920398804179058, "loss_rpn_loc": 0.0031527303435723297, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5467920717783272, "total_loss": 0.0691727026333524}
{"data_time": 0.0038536780048161745, "eta_seconds": 99891.34810888092, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.29107830551989733, "fast_rcnn/fg_cls_accuracy": 0.7089216944801027, "iteration": 55979, "loss_box_reg": 0.01378730614669621, "loss_cls": 0.049916244635824114, "loss_rpn_cls": 0.0014943983194513066, "loss_rpn_loc": 0.0037471329706022516, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.537818206474185, "total_loss": 0.06957036502365099}
{"data_time": 0.00459650531411171, "eta_seconds": 99838.6968289311, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2922779922779923, "fast_rcnn/fg_cls_accuracy": 0.7077220077220077, "iteration": 55999, "loss_box_reg": 0.01336995285237208, "loss_cls": 0.0497010312974453, "loss_rpn_cls": 0.0014935364188204403, "loss_rpn_loc": 0.002947593178760144, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418118061497808, "total_loss": 0.06850746426448495}
{"data_time": 0.003881277749314904, "eta_seconds": 99854.91575624747, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19940623453735773, "fast_rcnn/fg_cls_accuracy": 0.8005937654626423, "iteration": 56019, "loss_box_reg": 0.01291101984679699, "loss_cls": 0.04759850839036517, "loss_rpn_cls": 0.001884436854084015, "loss_rpn_loc": 0.0028062900546501623, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442839157767594, "total_loss": 0.06582516357298118}
{"data_time": 0.004293759120628238, "eta_seconds": 99815.39817034407, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4043040293040293, "fast_rcnn/fg_cls_accuracy": 0.5956959706959707, "iteration": 56039, "loss_box_reg": 0.012740082980599254, "loss_cls": 0.049129879276733845, "loss_rpn_cls": 0.0020358114034024766, "loss_rpn_loc": 0.003817181888734922, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405464693903923, "total_loss": 0.06761253661250066}
{"data_time": 0.00407768739387393, "eta_seconds": 99772.88009729423, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4377659574468085, "fast_rcnn/fg_cls_accuracy": 0.5622340425531915, "iteration": 56059, "loss_box_reg": 0.011811466421931982, "loss_cls": 0.048097935039550066, "loss_rpn_cls": 0.001278081391546948, "loss_rpn_loc": 0.00448731977303396, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5382200758904219, "total_loss": 0.06725794333942758}
{"data_time": 0.0038367544766515493, "eta_seconds": 99762.03174047358, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 56079, "loss_box_reg": 0.01383430787245743, "loss_cls": 0.04800020164111629, "loss_rpn_cls": 0.0010715454743603914, "loss_rpn_loc": 0.003156876366119832, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5478433438111097, "total_loss": 0.06558978890916478}
{"data_time": 0.00398472766391933, "eta_seconds": 99751.18338365294, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3658730158730159, "fast_rcnn/fg_cls_accuracy": 0.6341269841269841, "iteration": 56099, "loss_box_reg": 0.011801714455941692, "loss_cls": 0.04963828902691603, "loss_rpn_cls": 0.0013536686828388156, "loss_rpn_loc": 0.0022320104799291585, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5551292370073497, "total_loss": 0.06667188169905103}
{"data_time": 0.00405331258662045, "eta_seconds": 99734.02086055977, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.45751376868607396, "fast_rcnn/fg_cls_accuracy": 0.542486231313926, "iteration": 56119, "loss_box_reg": 0.012759925506543368, "loss_cls": 0.047784630791284144, "loss_rpn_cls": 0.0010008331479411936, "loss_rpn_loc": 0.004052798023622017, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5371624254621565, "total_loss": 0.06742286872508885}
{"data_time": 0.004118491895496845, "eta_seconds": 99763.545178317, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39446002805049085, "fast_rcnn/fg_cls_accuracy": 0.6055399719495091, "iteration": 56139, "loss_box_reg": 0.012519970681751147, "loss_cls": 0.04812288418179378, "loss_rpn_cls": 0.0013181743490804365, "loss_rpn_loc": 0.0031824082871025894, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5453511679079384, "total_loss": 0.06483457879789967}
{"data_time": 0.004249963676556945, "eta_seconds": 99749.63135955855, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24014336917562723, "fast_rcnn/fg_cls_accuracy": 0.7598566308243728, "iteration": 56159, "loss_box_reg": 0.012326769734499976, "loss_cls": 0.048950486234389246, "loss_rpn_cls": 0.001259194471685987, "loss_rpn_loc": 0.0028784114438167308, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5470552826300263, "total_loss": 0.06819083444759144}
{"data_time": 0.0038797669112682343, "eta_seconds": 99747.36368768988, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.26013513513513514, "fast_rcnn/fg_cls_accuracy": 0.7344300822561691, "iteration": 56179, "loss_box_reg": 0.012468873406760395, "loss_cls": 0.04894143505953252, "loss_rpn_cls": 0.0010927947402024074, "loss_rpn_loc": 0.0029707685389439575, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5429410238284618, "total_loss": 0.06659823794757358}
{"data_time": 0.003813928458839655, "eta_seconds": 99754.48689986416, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.33095238095238094, "fast_rcnn/fg_cls_accuracy": 0.6261904761904762, "iteration": 56199, "loss_box_reg": 0.012267493148101494, "loss_cls": 0.050943348091095686, "loss_rpn_cls": 0.001197459958575564, "loss_rpn_loc": 0.002754257302512997, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420593922026455, "total_loss": 0.06867447423502426}
{"data_time": 0.003983250819146633, "eta_seconds": 99725.65836268617, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.45445344129554655, "fast_rcnn/fg_cls_accuracy": 0.5455465587044535, "iteration": 56219, "loss_box_reg": 0.013328584405826405, "loss_cls": 0.04839358478784561, "loss_rpn_cls": 0.0013662263384048856, "loss_rpn_loc": 0.002733163313678233, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378023132216185, "total_loss": 0.06627754176247436}
{"data_time": 0.004308455158025026, "eta_seconds": 99720.97215875331, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5107159142726858, "fast_rcnn/fg_cls_accuracy": 0.4892840857273142, "iteration": 56239, "loss_box_reg": 0.011843764979857951, "loss_cls": 0.05306680779904127, "loss_rpn_cls": 0.0013618583232073433, "loss_rpn_loc": 0.003650517486676108, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5489345923997462, "total_loss": 0.07042334036552234}
{"data_time": 0.004051344236359, "eta_seconds": 99700.68126790412, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3898809523809524, "fast_rcnn/fg_cls_accuracy": 0.6101190476190477, "iteration": 56259, "loss_box_reg": 0.013032487739110366, "loss_cls": 0.04909869364928454, "loss_rpn_cls": 0.0009711850339044759, "loss_rpn_loc": 0.002925468721514335, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5412123801652342, "total_loss": 0.06648188805854716}
{"data_time": 0.004358392674475908, "eta_seconds": 99693.1003751806, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39126984126984127, "fast_rcnn/fg_cls_accuracy": 0.6087301587301588, "iteration": 56279, "loss_box_reg": 0.012038379529258236, "loss_cls": 0.04841168690472841, "loss_rpn_cls": 0.001710980071038648, "loss_rpn_loc": 0.004072767802426824, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418601438868791, "total_loss": 0.06527087418726296}
{"data_time": 0.00398982921615243, "eta_seconds": 99676.72868526774, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.39055023923444976, "fast_rcnn/fg_cls_accuracy": 0.6094497607655502, "iteration": 56299, "loss_box_reg": 0.012837473244871944, "loss_cls": 0.050309490878134966, "loss_rpn_cls": 0.0012247019165556594, "loss_rpn_loc": 0.002511498498279252, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.534004483371973, "total_loss": 0.06853649573918119}
{"data_time": 0.0036682728677988052, "eta_seconds": 99668.12434878387, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 56319, "loss_box_reg": 0.013123638142133132, "loss_cls": 0.04810811945935711, "loss_rpn_cls": 0.0014561398549517435, "loss_rpn_loc": 0.003000099673954537, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5492310279514641, "total_loss": 0.06775811485397298}
{"data_time": 0.0042915979865938425, "eta_seconds": 99657.27204241045, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42206828302820387, "fast_rcnn/fg_cls_accuracy": 0.5779317169717961, "iteration": 56339, "loss_box_reg": 0.012353281141258776, "loss_cls": 0.051771966100204736, "loss_rpn_cls": 0.0015692843871875084, "loss_rpn_loc": 0.0031394367033499293, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5476864173542708, "total_loss": 0.06966279614175619}
{"data_time": 0.0042814447078853846, "eta_seconds": 99644.17250037426, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.416969696969697, "fast_rcnn/fg_cls_accuracy": 0.583030303030303, "iteration": 56359, "loss_box_reg": 0.011759074172005057, "loss_cls": 0.04960386350285262, "loss_rpn_cls": 0.0009758729308373404, "loss_rpn_loc": 0.003056456866033841, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538955989992246, "total_loss": 0.06755675271392647}
{"data_time": 0.004512375686317682, "eta_seconds": 99630.26234557852, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.25798525798525795, "fast_rcnn/fg_cls_accuracy": 0.7247474747474747, "iteration": 56379, "loss_box_reg": 0.013591287977760658, "loss_cls": 0.05218710354529321, "loss_rpn_cls": 0.0016064941780769004, "loss_rpn_loc": 0.0028673157139564864, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373780145309865, "total_loss": 0.06985313707497198}
{"data_time": 0.003889686893671751, "eta_seconds": 99622.46837711195, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3951219512195122, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 56399, "loss_box_reg": 0.012569100363180041, "loss_cls": 0.04817205370636657, "loss_rpn_cls": 0.0008518157350181355, "loss_rpn_loc": 0.0025588882599549834, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449239434674382, "total_loss": 0.07075259567307057}
{"data_time": 0.004507367732003331, "eta_seconds": 99591.64344820078, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2770034843205575, "fast_rcnn/fg_cls_accuracy": 0.6904761904761905, "iteration": 56419, "loss_box_reg": 0.012579319416545331, "loss_cls": 0.04973809188231826, "loss_rpn_cls": 0.0012651546248036993, "loss_rpn_loc": 0.0028031420115439687, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5409546161536127, "total_loss": 0.06822886511827164}
{"data_time": 0.004081872990354896, "eta_seconds": 99580.7935624884, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2595238095238095, "fast_rcnn/fg_cls_accuracy": 0.7404761904761905, "iteration": 56439, "loss_box_reg": 0.012358622858300805, "loss_cls": 0.044501823373138905, "loss_rpn_cls": 0.001053712692737463, "loss_rpn_loc": 0.002819907818775391, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440911964979023, "total_loss": 0.06141176512619495}
{"data_time": 0.003845102619379759, "eta_seconds": 99488.03787117614, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4198717948717949, "fast_rcnn/fg_cls_accuracy": 0.5801282051282051, "iteration": 56459, "loss_box_reg": 0.012382768909446895, "loss_cls": 0.04520655202213675, "loss_rpn_cls": 0.001262541849655463, "loss_rpn_loc": 0.0025499893199594226, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389016130939126, "total_loss": 0.06329842569448374}
{"data_time": 0.003920503193512559, "eta_seconds": 99453.5072669012, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.24953095684803003, "fast_rcnn/fg_cls_accuracy": 0.6151315789473684, "iteration": 56479, "loss_box_reg": 0.012498825701186433, "loss_cls": 0.05110599345061928, "loss_rpn_cls": 0.001721398272593433, "loss_rpn_loc": 0.0030715659813722596, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368479604367167, "total_loss": 0.06892930849858203}
{"data_time": 0.0043200659565627575, "eta_seconds": 99459.98074762872, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.40009469696969696, "fast_rcnn/fg_cls_accuracy": 0.5819964349376114, "iteration": 56499, "loss_box_reg": 0.013313231989741325, "loss_cls": 0.052508253895211965, "loss_rpn_cls": 0.0014297257139901376, "loss_rpn_loc": 0.0031279253780667204, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5441315935458988, "total_loss": 0.07007806480609702}
{"data_time": 0.0037985576782375574, "eta_seconds": 99455.51498924638, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5337837837837838, "fast_rcnn/fg_cls_accuracy": 0.46621621621621623, "iteration": 56519, "loss_box_reg": 0.012559031194541603, "loss_cls": 0.049931941321119666, "loss_rpn_cls": 0.001635740103210992, "loss_rpn_loc": 0.0036689937041956, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5436343515757471, "total_loss": 0.0675521070643299}
{"data_time": 0.0035344187635928392, "eta_seconds": 99546.50394569384, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.35534062237174097, "fast_rcnn/fg_cls_accuracy": 0.644659377628259, "iteration": 56539, "loss_box_reg": 0.012592320766998455, "loss_cls": 0.05264280643314123, "loss_rpn_cls": 0.0012579357246522704, "loss_rpn_loc": 0.0028618582036870066, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5495658018626273, "total_loss": 0.0714328622608491}
{"data_time": 0.004205425968393683, "eta_seconds": 99532.59678868577, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35301668806161746, "fast_rcnn/fg_cls_accuracy": 0.6382113821138211, "iteration": 56559, "loss_box_reg": 0.012853508407715708, "loss_cls": 0.04849567008204758, "loss_rpn_cls": 0.0010909966679264471, "loss_rpn_loc": 0.0033106925038737245, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5380572471767664, "total_loss": 0.06614473364720652}
{"data_time": 0.0036826611030846834, "eta_seconds": 99499.12585432897, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.34444444444444444, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 56579, "loss_box_reg": 0.011938197741983458, "loss_cls": 0.04759659385308623, "loss_rpn_cls": 0.0009499636780674336, "loss_rpn_loc": 0.0031844524492044, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5382127240300179, "total_loss": 0.06495794418651712}
{"data_time": 0.004211173625662923, "eta_seconds": 99412.15114667336, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42669362992922144, "fast_rcnn/fg_cls_accuracy": 0.5539772727272727, "iteration": 56599, "loss_box_reg": 0.012627495860215276, "loss_cls": 0.049882318009622395, "loss_rpn_cls": 0.0013361447919919556, "loss_rpn_loc": 0.003574821173970122, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5365049766842276, "total_loss": 0.0691976807759147}
{"data_time": 0.003540475619956851, "eta_seconds": 99377.11784232454, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3564705882352941, "fast_rcnn/fg_cls_accuracy": 0.6435294117647059, "iteration": 56619, "loss_box_reg": 0.012808636936824769, "loss_cls": 0.04926040582358837, "loss_rpn_cls": 0.0009977480315228604, "loss_rpn_loc": 0.0024448469648632454, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540546220028773, "total_loss": 0.0659211423042052}
{"data_time": 0.003917156718671322, "eta_seconds": 99381.34725569328, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.306687565308255, "fast_rcnn/fg_cls_accuracy": 0.6896551724137931, "iteration": 56639, "loss_box_reg": 0.012915649043861777, "loss_cls": 0.049651643726974726, "loss_rpn_cls": 0.0008649259774529128, "loss_rpn_loc": 0.0031011137434688862, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.544207185972482, "total_loss": 0.06842675265744447}
{"data_time": 0.004194306675344706, "eta_seconds": 99370.50729002384, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33202202989771834, "fast_rcnn/fg_cls_accuracy": 0.6195908733280882, "iteration": 56659, "loss_box_reg": 0.01195419963914901, "loss_cls": 0.047543626569677144, "loss_rpn_cls": 0.0009540125279272615, "loss_rpn_loc": 0.003573855525246472, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450282834935933, "total_loss": 0.06760391342436378}
{"data_time": 0.0038603099528700113, "eta_seconds": 99365.09584409301, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 56679, "loss_box_reg": 0.012926043651532382, "loss_cls": 0.05184438114520162, "loss_rpn_cls": 0.001446937076764243, "loss_rpn_loc": 0.003724475325725507, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422354452311993, "total_loss": 0.06847561404515545}
{"data_time": 0.004176289075985551, "eta_seconds": 99374.88361285813, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43487394957983194, "fast_rcnn/fg_cls_accuracy": 0.5651260504201681, "iteration": 56699, "loss_box_reg": 0.012399337807437405, "loss_cls": 0.04880340688396245, "loss_rpn_cls": 0.001498264680549255, "loss_rpn_loc": 0.004154066660703393, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5452152858488262, "total_loss": 0.06795652866810542}
{"data_time": 0.004207618068903685, "eta_seconds": 99347.10538281384, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.33896103896103896, "fast_rcnn/fg_cls_accuracy": 0.6610389610389611, "iteration": 56719, "loss_box_reg": 0.011670044565107673, "loss_cls": 0.04949843947542831, "loss_rpn_cls": 0.001410190805614775, "loss_rpn_loc": 0.0023369150039798114, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368948034010828, "total_loss": 0.06519292465918625}
{"data_time": 0.0039462901186198, "eta_seconds": 99332.57417035871, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3020833333333333, "fast_rcnn/fg_cls_accuracy": 0.6979166666666666, "iteration": 56739, "loss_box_reg": 0.012227912608068436, "loss_cls": 0.04635614764993079, "loss_rpn_cls": 0.0014353315845028192, "loss_rpn_loc": 0.003188061480614124, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5418082026299089, "total_loss": 0.06493010749113637}
{"data_time": 0.0041804928332567215, "eta_seconds": 99321.73361244728, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28829787234042553, "fast_rcnn/fg_cls_accuracy": 0.6797872340425531, "iteration": 56759, "loss_box_reg": 0.012313873507082462, "loss_cls": 0.04453532403567806, "loss_rpn_cls": 0.0014972140634199604, "loss_rpn_loc": 0.0037140140229894314, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420324930455536, "total_loss": 0.06032395714441918}
{"data_time": 0.004342315951362252, "eta_seconds": 99305.46749600722, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.468796992481203, "fast_rcnn/fg_cls_accuracy": 0.5261904761904762, "iteration": 56779, "loss_box_reg": 0.011981812946032733, "loss_cls": 0.04967466794187203, "loss_rpn_cls": 0.0011711263946381223, "loss_rpn_loc": 0.0032054123548732605, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5419362797401845, "total_loss": 0.06630512402574595}
{"data_time": 0.004242004826664925, "eta_seconds": 99300.05249662441, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4236329352608422, "fast_rcnn/fg_cls_accuracy": 0.5271646859083192, "iteration": 56799, "loss_box_reg": 0.01211131562013179, "loss_cls": 0.050014337815809995, "loss_rpn_cls": 0.001318054789692269, "loss_rpn_loc": 0.0025489855179330334, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5522207922767848, "total_loss": 0.06730272731164177}
{"data_time": 0.004002229310572147, "eta_seconds": 99308.88705007243, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3614982578397212, "fast_rcnn/fg_cls_accuracy": 0.6265969802555169, "iteration": 56819, "loss_box_reg": 0.0128911450447049, "loss_cls": 0.05130848754197359, "loss_rpn_cls": 0.001383079259085207, "loss_rpn_loc": 0.0033271279971813783, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5437444315757602, "total_loss": 0.07015530177091023}
{"data_time": 0.0041983542032539845, "eta_seconds": 99278.37138080155, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5244047619047619, "fast_rcnn/fg_cls_accuracy": 0.47559523809523807, "iteration": 56839, "loss_box_reg": 0.012553758395370096, "loss_cls": 0.049875355209223926, "loss_rpn_cls": 0.0015690410468494065, "loss_rpn_loc": 0.0030137802423269022, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.543698220513761, "total_loss": 0.06628556924988516}
{"data_time": 0.0036291363649070263, "eta_seconds": 99274.81664948864, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.30627705627705626, "fast_rcnn/fg_cls_accuracy": 0.6937229437229437, "iteration": 56859, "loss_box_reg": 0.013324508385267109, "loss_cls": 0.053663323051296175, "loss_rpn_cls": 0.001964942720746876, "loss_rpn_loc": 0.004093756841029972, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396077914629132, "total_loss": 0.0727523616126291}
{"data_time": 0.0038528121076524258, "eta_seconds": 99300.95463572838, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4105263157894737, "fast_rcnn/fg_cls_accuracy": 0.5837837837837838, "iteration": 56879, "loss_box_reg": 0.012798851123079658, "loss_cls": 0.04729254904668778, "loss_rpn_cls": 0.0013721375049726703, "loss_rpn_loc": 0.004434632232005242, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5485780055169016, "total_loss": 0.06725877331496122}
{"data_time": 0.003681611968204379, "eta_seconds": 99350.18678023503, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.21816638370118846, "fast_rcnn/fg_cls_accuracy": 0.7818336162988115, "iteration": 56899, "loss_box_reg": 0.012272898340597749, "loss_cls": 0.04613842157414183, "loss_rpn_cls": 0.001240118126361267, "loss_rpn_loc": 0.002958123903226806, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5501542733982205, "total_loss": 0.0638724738031442}
{"data_time": 0.0043504994828253984, "eta_seconds": 99340.31477470184, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2803921568627451, "fast_rcnn/fg_cls_accuracy": 0.6862745098039216, "iteration": 56919, "loss_box_reg": 0.012385998328682035, "loss_cls": 0.04887284094002098, "loss_rpn_cls": 0.0011752648840683833, "loss_rpn_loc": 0.0028867649507446913, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408882144838572, "total_loss": 0.06583259027911481}
{"data_time": 0.004283748334273696, "eta_seconds": 99328.48287107446, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6228070175438596, "iteration": 56939, "loss_box_reg": 0.01312564013642259, "loss_cls": 0.05058865621685982, "loss_rpn_cls": 0.0015433422627779692, "loss_rpn_loc": 0.0034912166884168983, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5432632637675852, "total_loss": 0.07012635327606631}
{"data_time": 0.0037300181575119495, "eta_seconds": 99269.02879265044, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.40993788819875776, "fast_rcnn/fg_cls_accuracy": 0.5900621118012422, "iteration": 56959, "loss_box_reg": 0.012590900238137692, "loss_cls": 0.050862309930380434, "loss_rpn_cls": 0.001299791834867392, "loss_rpn_loc": 0.0032178461115108803, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5371062739286572, "total_loss": 0.06933823176535725}
{"data_time": 0.003907294943928719, "eta_seconds": 99282.14061086322, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3749034749034749, "fast_rcnn/fg_cls_accuracy": 0.6173160173160173, "iteration": 56979, "loss_box_reg": 0.012760244077071548, "loss_cls": 0.05318239936605096, "loss_rpn_cls": 0.001332307680854683, "loss_rpn_loc": 0.0024873461406969, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5447591654956341, "total_loss": 0.0720683622262186}
{"data_time": 0.00423912238329649, "eta_seconds": 99273.35959529784, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3985562310030395, "fast_rcnn/fg_cls_accuracy": 0.6014437689969605, "iteration": 56999, "loss_box_reg": 0.012299311580136418, "loss_cls": 0.05110023554880172, "loss_rpn_cls": 0.0011445385262049967, "loss_rpn_loc": 0.002590508491266519, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5411244800779969, "total_loss": 0.06921870949088316}
{"data_time": 0.003934533568099141, "eta_seconds": 99236.48886046279, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2795138888888889, "fast_rcnn/fg_cls_accuracy": 0.7204861111111112, "iteration": 57019, "loss_box_reg": 0.012653426238102838, "loss_cls": 0.046087963273748755, "loss_rpn_cls": 0.0012266972971701762, "loss_rpn_loc": 0.0034678941956372, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5382383954711258, "total_loss": 0.06404456517532253}
{"data_time": 0.00396681809797883, "eta_seconds": 99251.66061887797, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.260858189429618, "fast_rcnn/fg_cls_accuracy": 0.739141810570382, "iteration": 57039, "loss_box_reg": 0.011075070186052471, "loss_cls": 0.046902280184440315, "loss_rpn_cls": 0.0013829405376100112, "loss_rpn_loc": 0.002812503051245585, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5423420020379126, "total_loss": 0.06323828614014815}
{"data_time": 0.004329842748120427, "eta_seconds": 99280.36084816186, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.35531309297912717, "fast_rcnn/fg_cls_accuracy": 0.644686907020873, "iteration": 57059, "loss_box_reg": 0.011998675763607025, "loss_cls": 0.04958882968639955, "loss_rpn_cls": 0.0016671565081196604, "loss_rpn_loc": 0.0031963675410224823, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5476346304640174, "total_loss": 0.06835727540919834}
{"data_time": 0.004066684283316135, "eta_seconds": 99252.51918901247, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49, "fast_rcnn/fg_cls_accuracy": 0.51, "iteration": 57079, "loss_box_reg": 0.012809434672817588, "loss_cls": 0.049391284643206745, "loss_rpn_cls": 0.001335068283651708, "loss_rpn_loc": 0.0037035472232673783, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5403884775005281, "total_loss": 0.06884836308950071}
{"data_time": 0.00427745096385479, "eta_seconds": 99219.11215424817, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.30627705627705626, "fast_rcnn/fg_cls_accuracy": 0.6589900110987792, "iteration": 57099, "loss_box_reg": 0.013155821361579001, "loss_cls": 0.050307767232879996, "loss_rpn_cls": 0.0009210234611600754, "loss_rpn_loc": 0.0036162402320769615, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541349737206474, "total_loss": 0.07048787825078762}
{"data_time": 0.004252535989508033, "eta_seconds": 99208.26266603824, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4924924924924925, "fast_rcnn/fg_cls_accuracy": 0.49870801033591733, "iteration": 57119, "loss_box_reg": 0.012814423651434481, "loss_cls": 0.05076810182072222, "loss_rpn_cls": 0.0011313352053434755, "loss_rpn_loc": 0.003995881281298352, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5389430609066039, "total_loss": 0.06941397791717918}
{"data_time": 0.004090999253094196, "eta_seconds": 99147.59848184511, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32432432432432434, "fast_rcnn/fg_cls_accuracy": 0.6351351351351351, "iteration": 57139, "loss_box_reg": 0.013284231186844409, "loss_cls": 0.051272264681756496, "loss_rpn_cls": 0.0014447791602378857, "loss_rpn_loc": 0.003298689945950173, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5439632129855454, "total_loss": 0.06851231788573386}
{"data_time": 0.0038783084601163864, "eta_seconds": 99137.34626387386, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4249471458773784, "fast_rcnn/fg_cls_accuracy": 0.5750528541226215, "iteration": 57159, "loss_box_reg": 0.012410543102305382, "loss_cls": 0.052198289427906275, "loss_rpn_cls": 0.0012201969635157184, "loss_rpn_loc": 0.002468334827426588, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457228852901608, "total_loss": 0.06969158712331591}
{"data_time": 0.003948557423427701, "eta_seconds": 99126.50215929514, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3879598662207358, "fast_rcnn/fg_cls_accuracy": 0.6120401337792643, "iteration": 57179, "loss_box_reg": 0.01173959975130856, "loss_cls": 0.049978097435086966, "loss_rpn_cls": 0.0014906051258094521, "loss_rpn_loc": 0.0025371912997798063, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454296332318336, "total_loss": 0.06686217606920764}
{"data_time": 0.003831944428384304, "eta_seconds": 99200.15068224329, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42521141649048627, "fast_rcnn/fg_cls_accuracy": 0.5582844574780059, "iteration": 57199, "loss_box_reg": 0.012506223487434909, "loss_cls": 0.049795373051892966, "loss_rpn_cls": 0.0008108043722359071, "loss_rpn_loc": 0.003471219299171935, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5496610663831234, "total_loss": 0.06639943147558824}
{"data_time": 0.003957880428060889, "eta_seconds": 99154.01522498857, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39913127413127414, "fast_rcnn/fg_cls_accuracy": 0.5484234234234234, "iteration": 57219, "loss_box_reg": 0.012461574573535472, "loss_cls": 0.04993986210320145, "loss_rpn_cls": 0.0016341985517556168, "loss_rpn_loc": 0.003554223038008786, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5335764992050827, "total_loss": 0.06596611931695406}
{"data_time": 0.003861300880089402, "eta_seconds": 99093.96984555898, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21689895470383275, "fast_rcnn/fg_cls_accuracy": 0.7274532047646058, "iteration": 57239, "loss_box_reg": 0.012461956444894895, "loss_cls": 0.049006465589627624, "loss_rpn_cls": 0.001029501177072234, "loss_rpn_loc": 0.002894798068155069, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5421838669572026, "total_loss": 0.06634395766340617}
{"data_time": 0.004114382667466998, "eta_seconds": 99055.24725100887, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4482029598308668, "fast_rcnn/fg_cls_accuracy": 0.5517970401691332, "iteration": 57259, "loss_box_reg": 0.012832210690248758, "loss_cls": 0.04821517085656524, "loss_rpn_cls": 0.001550852276977821, "loss_rpn_loc": 0.003380377500434406, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5344390165992081, "total_loss": 0.06651148572854026}
{"data_time": 0.00461819302290678, "eta_seconds": 99044.40619757795, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.47058823529411764, "fast_rcnn/fg_cls_accuracy": 0.5294117647058824, "iteration": 57279, "loss_box_reg": 0.012845338671468198, "loss_cls": 0.05149308795807883, "loss_rpn_cls": 0.0008065174740181646, "loss_rpn_loc": 0.0035925222091464093, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410332719329745, "total_loss": 0.06913633048554857}
{"data_time": 0.004259478533640504, "eta_seconds": 99033.56514414703, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 57299, "loss_box_reg": 0.0115621158038266, "loss_cls": 0.04964555328479037, "loss_rpn_cls": 0.0012874092086576638, "loss_rpn_loc": 0.0027397510966693517, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385341830551624, "total_loss": 0.06508378656940295}
{"data_time": 0.00395103869959712, "eta_seconds": 98992.69727302343, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.49444444444444446, "fast_rcnn/fg_cls_accuracy": 0.5055555555555555, "iteration": 57319, "loss_box_reg": 0.012395246070809662, "loss_cls": 0.04774593870388344, "loss_rpn_cls": 0.001269143430818076, "loss_rpn_loc": 0.003381553600775078, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5363917485810816, "total_loss": 0.06671855436070473}
{"data_time": 0.004325328627601266, "eta_seconds": 98976.80560646346, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.31238273921200754, "fast_rcnn/fg_cls_accuracy": 0.6876172607879925, "iteration": 57339, "loss_box_reg": 0.011538443650351837, "loss_cls": 0.04560469920397736, "loss_rpn_cls": 0.001137912673016217, "loss_rpn_loc": 0.003953333969548112, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5458689932711422, "total_loss": 0.06395616018232886}
{"data_time": 0.0036477800458669662, "eta_seconds": 98993.09123527445, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4199134199134199, "fast_rcnn/fg_cls_accuracy": 0.5800865800865801, "iteration": 57359, "loss_box_reg": 0.012712938158074394, "loss_cls": 0.05025572644080967, "loss_rpn_cls": 0.0012608867650669708, "loss_rpn_loc": 0.0024666127537784632, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.548373736673966, "total_loss": 0.06827892539365621}
{"data_time": 0.004119246965274215, "eta_seconds": 99102.47054306022, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2972972972972973, "fast_rcnn/fg_cls_accuracy": 0.6843093093093093, "iteration": 57379, "loss_box_reg": 0.012738729506963864, "loss_cls": 0.049043563776649535, "loss_rpn_cls": 0.00118802898003878, "loss_rpn_loc": 0.0032728115838835947, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.548037793720141, "total_loss": 0.06731273866795107}
{"data_time": 0.004203002201393247, "eta_seconds": 99007.21700892923, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.41440217391304346, "fast_rcnn/fg_cls_accuracy": 0.5606617647058824, "iteration": 57399, "loss_box_reg": 0.013477345695719123, "loss_cls": 0.05432280420791358, "loss_rpn_cls": 0.0012196869180058911, "loss_rpn_loc": 0.0026676639245124534, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408297625835985, "total_loss": 0.07256996415401318}
{"data_time": 0.004360364517197013, "eta_seconds": 98976.3733521998, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.37142857142857144, "fast_rcnn/fg_cls_accuracy": 0.4735221674876847, "iteration": 57419, "loss_box_reg": 0.011986479279585183, "loss_cls": 0.04793246410554275, "loss_rpn_cls": 0.000896097102213389, "loss_rpn_loc": 0.0028402508069120813, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5344300069846213, "total_loss": 0.0644875727651879}
{"data_time": 0.0038349160458892584, "eta_seconds": 98949.73050411977, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 57439, "loss_box_reg": 0.01214759741560556, "loss_cls": 0.048184109618887305, "loss_rpn_cls": 0.001485331003777901, "loss_rpn_loc": 0.0031012951949378476, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374809755012393, "total_loss": 0.06682547804211936}
{"data_time": 0.0038694078102707863, "eta_seconds": 99000.09349084552, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32863247863247863, "fast_rcnn/fg_cls_accuracy": 0.6357466063348416, "iteration": 57459, "loss_box_reg": 0.013549786701332778, "loss_cls": 0.047112905187532306, "loss_rpn_cls": 0.0009224253626598511, "loss_rpn_loc": 0.0032484138646395877, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.54485226678662, "total_loss": 0.06617286569496628}
{"data_time": 0.004029089352115989, "eta_seconds": 99016.16434147, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3683574879227053, "fast_rcnn/fg_cls_accuracy": 0.5881642512077294, "iteration": 57479, "loss_box_reg": 0.012335115403402597, "loss_cls": 0.04973976337350905, "loss_rpn_cls": 0.0015133059631295964, "loss_rpn_loc": 0.0029608399381686468, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5396883639041334, "total_loss": 0.0662046580932838}
{"data_time": 0.004024479305371642, "eta_seconds": 99016.4220365414, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4736842105263158, "fast_rcnn/fg_cls_accuracy": 0.5263157894736843, "iteration": 57499, "loss_box_reg": 0.013504843518603593, "loss_cls": 0.05135698919184506, "loss_rpn_cls": 0.001417036602447297, "loss_rpn_loc": 0.0030089092906564474, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5440840229857713, "total_loss": 0.07137634920297842}
{"data_time": 0.004265262046828866, "eta_seconds": 98986.58503759559, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6594202898550725, "iteration": 57519, "loss_box_reg": 0.012222471821587533, "loss_cls": 0.048017247405368835, "loss_rpn_cls": 0.0016610684269835474, "loss_rpn_loc": 0.0037006857673986815, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5383724775165319, "total_loss": 0.06726856892487376}
{"data_time": 0.004403138533234596, "eta_seconds": 98943.79562895908, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5129568106312292, "fast_rcnn/fg_cls_accuracy": 0.4870431893687708, "iteration": 57539, "loss_box_reg": 0.012481705140089616, "loss_cls": 0.052253755275160074, "loss_rpn_cls": 0.0020944172422332485, "loss_rpn_loc": 0.0031021685117593734, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5437152900267392, "total_loss": 0.07111173888733902}
{"data_time": 0.0040625911206007, "eta_seconds": 98952.82172117312, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32430069930069927, "fast_rcnn/fg_cls_accuracy": 0.6576704545454546, "iteration": 57559, "loss_box_reg": 0.012318492808844894, "loss_cls": 0.047046383609995246, "loss_rpn_cls": 0.0009085667196586655, "loss_rpn_loc": 0.0025282350816269172, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424463180825114, "total_loss": 0.06400240233392651}
{"data_time": 0.003723738482221961, "eta_seconds": 98993.93705507903, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.30786240786240787, "fast_rcnn/fg_cls_accuracy": 0.6921375921375921, "iteration": 57579, "loss_box_reg": 0.011963007971644402, "loss_cls": 0.048370156495366246, "loss_rpn_cls": 0.0014487821196098594, "loss_rpn_loc": 0.004121941434277687, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5488245335873216, "total_loss": 0.06598835246222734}
{"data_time": 0.0038776714354753494, "eta_seconds": 99064.6065322943, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.42760180995475117, "fast_rcnn/fg_cls_accuracy": 0.5255754475703325, "iteration": 57599, "loss_box_reg": 0.012435208394890651, "loss_cls": 0.04853613511659205, "loss_rpn_cls": 0.0014580928097984724, "loss_rpn_loc": 0.0029698128782911226, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5458426133263856, "total_loss": 0.06580363459852379}
{"data_time": 0.004668839508667588, "eta_seconds": 99063.4784109951, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45701219512195124, "fast_rcnn/fg_cls_accuracy": 0.5429878048780488, "iteration": 57619, "loss_box_reg": 0.012227660656208172, "loss_cls": 0.048730933864135295, "loss_rpn_cls": 0.0012460629848192184, "loss_rpn_loc": 0.003342059557326138, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427373414859176, "total_loss": 0.0681436550916601}
{"data_time": 0.003918560454621911, "eta_seconds": 99059.1302547399, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.45783898305084747, "fast_rcnn/fg_cls_accuracy": 0.5421610169491525, "iteration": 57639, "loss_box_reg": 0.013607148895971477, "loss_cls": 0.05331227439455688, "loss_rpn_cls": 0.0016260515542398934, "loss_rpn_loc": 0.0031569972707075067, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5457073939032853, "total_loss": 0.07016188296319115}
{"data_time": 0.004401623969897628, "eta_seconds": 99032.01966932788, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3294871794871795, "fast_rcnn/fg_cls_accuracy": 0.6455128205128206, "iteration": 57659, "loss_box_reg": 0.01171720220008865, "loss_cls": 0.046320828958414495, "loss_rpn_cls": 0.0012216751059952458, "loss_rpn_loc": 0.0031975597084965557, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5383512484841049, "total_loss": 0.06459926718252973}
{"data_time": 0.0038543646223843098, "eta_seconds": 99030.8883456667, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3491978609625669, "fast_rcnn/fg_cls_accuracy": 0.6308108108108108, "iteration": 57679, "loss_box_reg": 0.012847856618463993, "loss_cls": 0.0484590478008613, "loss_rpn_cls": 0.001843801889435781, "loss_rpn_loc": 0.003214452739484841, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5421743609476835, "total_loss": 0.06553705922965491}
{"data_time": 0.0037848015781491995, "eta_seconds": 98978.6482483428, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4118773946360153, "fast_rcnn/fg_cls_accuracy": 0.5349761526232115, "iteration": 57699, "loss_box_reg": 0.01253798307152465, "loss_cls": 0.0469853300601244, "loss_rpn_cls": 0.0012354390564723872, "loss_rpn_loc": 0.0028044478167430498, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5435532929841429, "total_loss": 0.06410485781032094}
{"data_time": 0.0035696590784937143, "eta_seconds": 99009.16163544776, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4230578921326076, "fast_rcnn/fg_cls_accuracy": 0.5769421078673924, "iteration": 57719, "loss_box_reg": 0.011645318882074207, "loss_cls": 0.048480581608600914, "loss_rpn_cls": 0.0011416445062195635, "loss_rpn_loc": 0.0033230955959879793, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414438510779291, "total_loss": 0.06772050548079278}
{"data_time": 0.004256194923073053, "eta_seconds": 98998.29828033829, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.47916666666666663, "fast_rcnn/fg_cls_accuracy": 0.5208333333333333, "iteration": 57739, "loss_box_reg": 0.013124449964379892, "loss_cls": 0.04831940238364041, "loss_rpn_cls": 0.0011765099195031326, "loss_rpn_loc": 0.003796843739110045, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.53931027604267, "total_loss": 0.06641510875357426}
{"data_time": 0.0036270390264689922, "eta_seconds": 98987.43492522882, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.34328968903436985, "fast_rcnn/fg_cls_accuracy": 0.65671031096563, "iteration": 57759, "loss_box_reg": 0.011819702835055068, "loss_cls": 0.04907497583189979, "loss_rpn_cls": 0.00098510571172028, "loss_rpn_loc": 0.0027227602404309437, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5357593984808773, "total_loss": 0.06605232224592328}
{"data_time": 0.004485295154154301, "eta_seconds": 98976.57157011935, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41798941798941797, "fast_rcnn/fg_cls_accuracy": 0.582010582010582, "iteration": 57779, "loss_box_reg": 0.01312522913212888, "loss_cls": 0.05114084540400654, "loss_rpn_cls": 0.000670776601509715, "loss_rpn_loc": 0.0025140012257907074, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5427923295646906, "total_loss": 0.07091846452215123}
{"data_time": 0.004155834903940558, "eta_seconds": 98853.65620725299, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2588126159554731, "fast_rcnn/fg_cls_accuracy": 0.7411873840445269, "iteration": 57799, "loss_box_reg": 0.013037708180490881, "loss_cls": 0.05061349831521511, "loss_rpn_cls": 0.0011931559847653261, "loss_rpn_loc": 0.0032235498547379393, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5420108169782907, "total_loss": 0.06958272211215899}
{"data_time": 0.004357385216280818, "eta_seconds": 98842.8051519671, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.45, "fast_rcnn/fg_cls_accuracy": 0.49242424242424243, "iteration": 57819, "loss_box_reg": 0.012147279543569311, "loss_cls": 0.04811759851872921, "loss_rpn_cls": 0.0014621929774421005, "loss_rpn_loc": 0.0033005339064402506, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376285649836063, "total_loss": 0.0681082372311721}
{"data_time": 0.004213070264086127, "eta_seconds": 98831.9540966812, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4101343784994401, "fast_rcnn/fg_cls_accuracy": 0.5599613152804642, "iteration": 57839, "loss_box_reg": 0.011685699049849063, "loss_cls": 0.04912487091496587, "loss_rpn_cls": 0.0009655408557591727, "loss_rpn_loc": 0.003459401137661189, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5438377519603819, "total_loss": 0.06601689670617361}
{"data_time": 0.004037728998810053, "eta_seconds": 98878.75553848944, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3951219512195122, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 57859, "loss_box_reg": 0.012551903608255088, "loss_cls": 0.050573824904859066, "loss_rpn_cls": 0.001093389011657564, "loss_rpn_loc": 0.002924910731962882, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367563620675355, "total_loss": 0.06925326686405242}
{"data_time": 0.004409317160025239, "eta_seconds": 98903.81378982472, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.39722222222222225, "fast_rcnn/fg_cls_accuracy": 0.6027777777777779, "iteration": 57879, "loss_box_reg": 0.01311003987211734, "loss_cls": 0.045899087097495794, "loss_rpn_cls": 0.0011099599336716892, "loss_rpn_loc": 0.003702617181261303, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5527796759270132, "total_loss": 0.06421488593139202}
{"data_time": 0.004065030487254262, "eta_seconds": 98892.95245985291, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.603030303030303, "iteration": 57899, "loss_box_reg": 0.011732653132639825, "loss_cls": 0.04984492249786854, "loss_rpn_cls": 0.0008609824720906545, "loss_rpn_loc": 0.002659479996509617, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5503557119518518, "total_loss": 0.06518127075560187}
{"data_time": 0.003919410053640604, "eta_seconds": 98900.25460042409, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.45314637482900133, "fast_rcnn/fg_cls_accuracy": 0.5180645161290323, "iteration": 57919, "loss_box_reg": 0.012345244700554758, "loss_cls": 0.048596456297673285, "loss_rpn_cls": 0.0010697249000486408, "loss_rpn_loc": 0.002341479001188418, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5418074754998088, "total_loss": 0.0660787548576991}
{"data_time": 0.004274936392903328, "eta_seconds": 98889.39127535443, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.36549165120593696, "fast_rcnn/fg_cls_accuracy": 0.6306122448979592, "iteration": 57939, "loss_box_reg": 0.012220506643643603, "loss_cls": 0.047715294058434665, "loss_rpn_cls": 0.0014209719543032406, "loss_rpn_loc": 0.0038633371150353923, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417952076531947, "total_loss": 0.0678334679123509}
{"data_time": 0.004161630989983678, "eta_seconds": 98878.52795028477, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43962047153536515, "fast_rcnn/fg_cls_accuracy": 0.5603795284646349, "iteration": 57959, "loss_box_reg": 0.012779673852492124, "loss_cls": 0.049666715844068676, "loss_rpn_cls": 0.0010078804044724166, "loss_rpn_loc": 0.0022712482095812447, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5375938038341701, "total_loss": 0.06656640880532905}
{"data_time": 0.004086565226316452, "eta_seconds": 98791.89262608043, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43452380952380953, "fast_rcnn/fg_cls_accuracy": 0.5416666666666667, "iteration": 57979, "loss_box_reg": 0.012168600806035101, "loss_cls": 0.04827966063749045, "loss_rpn_cls": 0.0014764208958695235, "loss_rpn_loc": 0.003002422014105832, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5339999147690833, "total_loss": 0.06485297440485738}
{"data_time": 0.003962907940149307, "eta_seconds": 98708.00856547337, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44261119081779055, "fast_rcnn/fg_cls_accuracy": 0.5573888091822095, "iteration": 57999, "loss_box_reg": 0.012104156106943265, "loss_cls": 0.04888627404579893, "loss_rpn_cls": 0.001218495398234154, "loss_rpn_loc": 0.0035623329677036963, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5325869638472795, "total_loss": 0.06588860978172306}
{"data_time": 0.0043000285513699055, "eta_seconds": 98703.3257307338, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4284090909090909, "fast_rcnn/fg_cls_accuracy": 0.5543611793611793, "iteration": 58019, "loss_box_reg": 0.012262201926205307, "loss_cls": 0.0496249120333232, "loss_rpn_cls": 0.0010648912638089314, "loss_rpn_loc": 0.002737413586146431, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414378915447742, "total_loss": 0.06700231663197087}
{"data_time": 0.0038336487486958504, "eta_seconds": 98673.4396871503, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.43842364532019706, "fast_rcnn/fg_cls_accuracy": 0.5367316341829085, "iteration": 58039, "loss_box_reg": 0.012387430237140507, "loss_cls": 0.04982752841897309, "loss_rpn_cls": 0.0010829478148934868, "loss_rpn_loc": 0.002848841144441394, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390129676088691, "total_loss": 0.06770902581774862}
{"data_time": 0.004085079533979297, "eta_seconds": 98662.59412797145, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3254067584480601, "fast_rcnn/fg_cls_accuracy": 0.67459324155194, "iteration": 58059, "loss_box_reg": 0.011428636935306713, "loss_cls": 0.048013965133577585, "loss_rpn_cls": 0.000994397732483776, "loss_rpn_loc": 0.003240220008592587, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5488787519279867, "total_loss": 0.06512547372108202}
{"data_time": 0.004348927643150091, "eta_seconds": 98664.62066823523, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.35935143288084465, "fast_rcnn/fg_cls_accuracy": 0.6406485671191553, "iteration": 58079, "loss_box_reg": 0.012334090250078589, "loss_cls": 0.04963504150509834, "loss_rpn_cls": 0.0008940990917380987, "loss_rpn_loc": 0.003408221513382159, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5427836317103356, "total_loss": 0.0656242970724179}
{"data_time": 0.00400633062236011, "eta_seconds": 98659.93512370088, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22144522144522144, "fast_rcnn/fg_cls_accuracy": 0.6963021243115657, "iteration": 58099, "loss_box_reg": 0.012211332796141505, "loss_cls": 0.04804175440222025, "loss_rpn_cls": 0.0015427766435323065, "loss_rpn_loc": 0.0033691604457999347, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5438495520502329, "total_loss": 0.0661392730788748}
{"data_time": 0.004731882596388459, "eta_seconds": 98642.92671961617, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.36859133897461427, "fast_rcnn/fg_cls_accuracy": 0.6314086610253857, "iteration": 58119, "loss_box_reg": 0.012109871313441545, "loss_cls": 0.05123508162796497, "loss_rpn_cls": 0.0011274659275386512, "loss_rpn_loc": 0.0029714759584749117, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379646664950997, "total_loss": 0.06660838777656863}
{"data_time": 0.004035306395962834, "eta_seconds": 98576.78608565568, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4162245800176835, "fast_rcnn/fg_cls_accuracy": 0.517797552836485, "iteration": 58139, "loss_box_reg": 0.011806591384811327, "loss_cls": 0.05032262625172734, "loss_rpn_cls": 0.0013512385446574626, "loss_rpn_loc": 0.0032268085014948156, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5316856384743005, "total_loss": 0.06889726564548937}
{"data_time": 0.0044571885373443365, "eta_seconds": 98546.58031190583, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2552845528455284, "fast_rcnn/fg_cls_accuracy": 0.6611111111111111, "iteration": 58159, "loss_box_reg": 0.011966089718043804, "loss_cls": 0.05072839115746319, "loss_rpn_cls": 0.0015922675956971943, "loss_rpn_loc": 0.0025371266092406586, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5382325074169785, "total_loss": 0.06765374088138287}
{"data_time": 0.003983559552580118, "eta_seconds": 98535.74154833634, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3966175668303328, "fast_rcnn/fg_cls_accuracy": 0.6033824331696672, "iteration": 58179, "loss_box_reg": 0.013573941978393123, "loss_cls": 0.04968081397237256, "loss_rpn_cls": 0.0012236857390917066, "loss_rpn_loc": 0.0031673443190811668, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5435762375127524, "total_loss": 0.06634193812419653}
{"data_time": 0.0037266130093485117, "eta_seconds": 98461.20900726318, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40280262373285625, "fast_rcnn/fg_cls_accuracy": 0.5971973762671436, "iteration": 58199, "loss_box_reg": 0.012223211029777303, "loss_cls": 0.048630960925947875, "loss_rpn_cls": 0.0009654293758103449, "loss_rpn_loc": 0.003113080958428327, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410960195586085, "total_loss": 0.06634013496216085}
{"data_time": 0.004139195661991835, "eta_seconds": 98514.06402119738, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41113053613053613, "fast_rcnn/fg_cls_accuracy": 0.5547785547785548, "iteration": 58219, "loss_box_reg": 0.012104160210583359, "loss_cls": 0.04799443547381088, "loss_rpn_cls": 0.0011436854006205976, "loss_rpn_loc": 0.0034796222462318838, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5473662496078759, "total_loss": 0.06819125660820191}
{"data_time": 0.004195397486910224, "eta_seconds": 98534.59702191409, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.373546511627907, "fast_rcnn/fg_cls_accuracy": 0.626453488372093, "iteration": 58239, "loss_box_reg": 0.012749578629154712, "loss_cls": 0.04913172638043761, "loss_rpn_cls": 0.001287312438535082, "loss_rpn_loc": 0.004179294923233101, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5475941624026746, "total_loss": 0.06715813651419467}
{"data_time": 0.004183630459010601, "eta_seconds": 98523.75480636489, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38311688311688313, "fast_rcnn/fg_cls_accuracy": 0.6057993730407524, "iteration": 58259, "loss_box_reg": 0.011740905814804137, "loss_cls": 0.04834020300768316, "loss_rpn_cls": 0.0010827162943769508, "loss_rpn_loc": 0.00288967794040218, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369182368740439, "total_loss": 0.06336913634743269}
{"data_time": 0.003747497219592333, "eta_seconds": 98512.91259081569, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21884384384384387, "fast_rcnn/fg_cls_accuracy": 0.6848290598290598, "iteration": 58279, "loss_box_reg": 0.012058649299433455, "loss_cls": 0.04759243346052244, "loss_rpn_cls": 0.0016699189682185533, "loss_rpn_loc": 0.0030028052678972017, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5424637380056083, "total_loss": 0.06885708956315284}
{"data_time": 0.00416111689992249, "eta_seconds": 98553.74940992938, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4807692307692308, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 58299, "loss_box_reg": 0.01201491549727507, "loss_cls": 0.05070977099239826, "loss_rpn_cls": 0.0010616210643092927, "loss_rpn_loc": 0.0026205523136013653, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5460746656171978, "total_loss": 0.06826824294523703}
{"data_time": 0.004162779310718179, "eta_seconds": 98536.74752818071, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 58319, "loss_box_reg": 0.01323980395682156, "loss_cls": 0.0486329632694833, "loss_rpn_cls": 0.0015451361481382264, "loss_rpn_loc": 0.0035131462645949796, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5385697679594159, "total_loss": 0.06771430285175484}
{"data_time": 0.003951142076402903, "eta_seconds": 98543.1100104074, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.44562647754137114, "fast_rcnn/fg_cls_accuracy": 0.5543735224586288, "iteration": 58339, "loss_box_reg": 0.012096463877242059, "loss_cls": 0.05220804875716567, "loss_rpn_cls": 0.002210167079738312, "loss_rpn_loc": 0.0027633786921796855, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449594566598535, "total_loss": 0.06913722396774347}
{"data_time": 0.004367138259112835, "eta_seconds": 98469.54372861888, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.425, "fast_rcnn/fg_cls_accuracy": 0.5708333333333333, "iteration": 58359, "loss_box_reg": 0.012778723408700898, "loss_cls": 0.05102462106151506, "loss_rpn_cls": 0.0008959663709902088, "loss_rpn_loc": 0.0031162281993601937, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537674643099308, "total_loss": 0.06751451067901826}
{"data_time": 0.004072221694514155, "eta_seconds": 98384.69531844463, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3555691554467564, "fast_rcnn/fg_cls_accuracy": 0.6444308445532436, "iteration": 58379, "loss_box_reg": 0.011926542967557907, "loss_cls": 0.04861399938818067, "loss_rpn_cls": 0.0012181615009012603, "loss_rpn_loc": 0.002670251331437612, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405231977347285, "total_loss": 0.0660070729270501}
{"data_time": 0.004053086042404175, "eta_seconds": 98408.34511367767, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4171497584541063, "fast_rcnn/fg_cls_accuracy": 0.5719806763285025, "iteration": 58399, "loss_box_reg": 0.012345108378212899, "loss_cls": 0.049059913551900536, "loss_rpn_cls": 0.0010209032983539146, "loss_rpn_loc": 0.0038579072715947405, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.548217553878203, "total_loss": 0.0669935272519524}
{"data_time": 0.003732207929715514, "eta_seconds": 98381.18035133556, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3821428571428571, "fast_rcnn/fg_cls_accuracy": 0.6178571428571429, "iteration": 58419, "loss_box_reg": 0.012148308189352974, "loss_cls": 0.048192237911280245, "loss_rpn_cls": 0.0006334200674018575, "loss_rpn_loc": 0.002682867201656336, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5363583760336041, "total_loss": 0.0650338661259866}
{"data_time": 0.0038509860169142485, "eta_seconds": 98399.43751229136, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39588452088452086, "fast_rcnn/fg_cls_accuracy": 0.6041154791154791, "iteration": 58439, "loss_box_reg": 0.011901446676347405, "loss_cls": 0.04820088506676257, "loss_rpn_cls": 0.0012958898978467914, "loss_rpn_loc": 0.002967853855807334, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5430505932308733, "total_loss": 0.06827730970394441}
{"data_time": 0.004509294172748923, "eta_seconds": 98328.70806524111, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3221024258760108, "fast_rcnn/fg_cls_accuracy": 0.6265969802555169, "iteration": 58459, "loss_box_reg": 0.012803667632397264, "loss_cls": 0.05173836916219443, "loss_rpn_cls": 0.0013947241276355271, "loss_rpn_loc": 0.0025426359170523938, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335201849229634, "total_loss": 0.06793727124113502}
{"data_time": 0.00387178105302155, "eta_seconds": 98330.52498829644, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3930205949656751, "fast_rcnn/fg_cls_accuracy": 0.6069794050343249, "iteration": 58479, "loss_box_reg": 0.012865497323218733, "loss_cls": 0.04919890203746036, "loss_rpn_cls": 0.001275195741072821, "loss_rpn_loc": 0.0027187729283468798, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5452889511361718, "total_loss": 0.06861316358299518}
{"data_time": 0.00379249663092196, "eta_seconds": 98302.27269436838, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.43408826945412315, "fast_rcnn/fg_cls_accuracy": 0.5114167099117799, "iteration": 58499, "loss_box_reg": 0.012250981497345492, "loss_cls": 0.04951190925203264, "loss_rpn_cls": 0.0011734651950519037, "loss_rpn_loc": 0.0036483768817561213, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.546070080017671, "total_loss": 0.06747316810424309}
{"data_time": 0.0042023141868412495, "eta_seconds": 98291.44054769212, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40930232558139534, "fast_rcnn/fg_cls_accuracy": 0.5906976744186047, "iteration": 58519, "loss_box_reg": 0.012336435727775097, "loss_cls": 0.04869283741572872, "loss_rpn_cls": 0.0009388118037350068, "loss_rpn_loc": 0.002938668472779682, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5410720489453524, "total_loss": 0.06590271352911259}
{"data_time": 0.0041032659355551004, "eta_seconds": 98263.78128239606, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3943181818181818, "fast_rcnn/fg_cls_accuracy": 0.6056818181818182, "iteration": 58539, "loss_box_reg": 0.01263923427904956, "loss_cls": 0.048149552661925554, "loss_rpn_cls": 0.0009650395161315828, "loss_rpn_loc": 0.003382507504284149, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402411289978772, "total_loss": 0.06824311095442681}
{"data_time": 0.00408738711848855, "eta_seconds": 98268.91175215179, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3704968944099379, "fast_rcnn/fg_cls_accuracy": 0.6295031055900622, "iteration": 58559, "loss_box_reg": 0.011504180991323665, "loss_cls": 0.045515847217757255, "loss_rpn_cls": 0.0012270862794139248, "loss_rpn_loc": 0.0032816185084811877, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5424764032941312, "total_loss": 0.06234585242103208}
{"data_time": 0.0041071411687880754, "eta_seconds": 98224.81156693562, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.525, "fast_rcnn/fg_cls_accuracy": 0.3883040935672515, "iteration": 58579, "loss_box_reg": 0.0120744010200724, "loss_cls": 0.04929561004973948, "loss_rpn_cls": 0.001247617382205135, "loss_rpn_loc": 0.0034421484597260132, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5409751324914396, "total_loss": 0.06803547708136648}
{"data_time": 0.003985341405496001, "eta_seconds": 98201.03806416364, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3371212121212121, "fast_rcnn/fg_cls_accuracy": 0.648989898989899, "iteration": 58599, "loss_box_reg": 0.01226765668252483, "loss_cls": 0.0506032818229869, "loss_rpn_cls": 0.001252748601359599, "loss_rpn_loc": 0.0022916259040357545, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385730681009591, "total_loss": 0.06704852063501221}
{"data_time": 0.0037827470805495977, "eta_seconds": 98179.38754152041, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.30714285714285716, "fast_rcnn/fg_cls_accuracy": 0.6928571428571428, "iteration": 58619, "loss_box_reg": 0.011443518596934155, "loss_cls": 0.05060390254948288, "loss_rpn_cls": 0.0012321496683398436, "loss_rpn_loc": 0.003913121225195937, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5400687688961625, "total_loss": 0.06767004869061566}
{"data_time": 0.0036520888097584248, "eta_seconds": 98134.17479528859, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4807407407407407, "fast_rcnn/fg_cls_accuracy": 0.5007407407407407, "iteration": 58639, "loss_box_reg": 0.012850086553953588, "loss_cls": 0.0512764782179147, "loss_rpn_cls": 0.0009595001693583072, "loss_rpn_loc": 0.0026794578952831216, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381350710522383, "total_loss": 0.06749012217397876}
{"data_time": 0.00401341775432229, "eta_seconds": 98176.02752923616, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3669871794871795, "fast_rcnn/fg_cls_accuracy": 0.6330128205128205, "iteration": 58659, "loss_box_reg": 0.01164726450224407, "loss_cls": 0.04782286228146404, "loss_rpn_cls": 0.001268421178110657, "loss_rpn_loc": 0.003105652351223398, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5455076259095222, "total_loss": 0.06645576720882218}
{"data_time": 0.00409774505533278, "eta_seconds": 98165.19974869792, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3811764705882353, "fast_rcnn/fg_cls_accuracy": 0.6188235294117648, "iteration": 58679, "loss_box_reg": 0.01275589075521566, "loss_cls": 0.04842170490883291, "loss_rpn_cls": 0.0013297341399720608, "loss_rpn_loc": 0.004327297010604525, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5395787046290934, "total_loss": 0.06791526097663336}
{"data_time": 0.00381479668430984, "eta_seconds": 98154.37196815968, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.2770034843205575, "fast_rcnn/fg_cls_accuracy": 0.7102981029810298, "iteration": 58699, "loss_box_reg": 0.012515931681264192, "loss_cls": 0.0488905735546723, "loss_rpn_cls": 0.0007340160364037729, "loss_rpn_loc": 0.002833212183759315, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392905911430717, "total_loss": 0.06578723766671146}
{"data_time": 0.0043916108552366495, "eta_seconds": 98125.25872563478, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.26013513513513514, "fast_rcnn/fg_cls_accuracy": 0.7398648648648649, "iteration": 58719, "loss_box_reg": 0.012033589067868888, "loss_cls": 0.05048384563997388, "loss_rpn_cls": 0.0011066612229342354, "loss_rpn_loc": 0.0028319099073996767, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377298614475876, "total_loss": 0.06655372669234794}
{"data_time": 0.003984801005572081, "eta_seconds": 98123.95660186233, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2586618876941458, "fast_rcnn/fg_cls_accuracy": 0.6512474012474012, "iteration": 58739, "loss_box_reg": 0.012596871936693788, "loss_cls": 0.04878880304750055, "loss_rpn_cls": 0.0013000718431612768, "loss_rpn_loc": 0.003399876870389562, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5421527058351785, "total_loss": 0.06690223063594658}
{"data_time": 0.004450391046702862, "eta_seconds": 98127.35611204314, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34022556390977443, "fast_rcnn/fg_cls_accuracy": 0.6208133971291866, "iteration": 58759, "loss_box_reg": 0.012608751247171313, "loss_cls": 0.05117408820660785, "loss_rpn_cls": 0.0014828724015387706, "loss_rpn_loc": 0.002623671854962595, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5444246975239366, "total_loss": 0.06833687777293562}
{"data_time": 0.00398220750503242, "eta_seconds": 98088.62332129665, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3920138888888889, "fast_rcnn/fg_cls_accuracy": 0.5917467948717949, "iteration": 58779, "loss_box_reg": 0.013562214968260378, "loss_cls": 0.05116897984407842, "loss_rpn_cls": 0.001193829641749744, "loss_rpn_loc": 0.002722468190768268, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5352004838641733, "total_loss": 0.06921773443951906}
{"data_time": 0.003908570855855942, "eta_seconds": 98077.7980170194, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41216216216216217, "fast_rcnn/fg_cls_accuracy": 0.5878378378378378, "iteration": 58799, "loss_box_reg": 0.012221317854709923, "loss_cls": 0.047050725552253425, "loss_rpn_cls": 0.0018682065333734954, "loss_rpn_loc": 0.0028622674581129104, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409777285531163, "total_loss": 0.0650476906566837}
{"data_time": 0.004013149533420801, "eta_seconds": 98069.54828670877, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2564102564102564, "fast_rcnn/fg_cls_accuracy": 0.717670011148272, "iteration": 58819, "loss_box_reg": 0.012320181995164603, "loss_cls": 0.04719180939719081, "loss_rpn_cls": 0.0013784066424022967, "loss_rpn_loc": 0.003282668567408109, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.541790361283347, "total_loss": 0.06662610151795434}
{"data_time": 0.004225473618134856, "eta_seconds": 98058.72269812203, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38006535947712417, "fast_rcnn/fg_cls_accuracy": 0.6199346405228758, "iteration": 58839, "loss_box_reg": 0.011738337459973991, "loss_cls": 0.05076592124532908, "loss_rpn_cls": 0.001962326567308992, "loss_rpn_loc": 0.0028215336533321533, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5438957114238292, "total_loss": 0.06751943675419625}
{"data_time": 0.003906230442225933, "eta_seconds": 98067.74972385378, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41658163265306125, "fast_rcnn/fg_cls_accuracy": 0.5834183673469387, "iteration": 58859, "loss_box_reg": 0.012633186270250008, "loss_cls": 0.0500236542429775, "loss_rpn_cls": 0.0009734688317166729, "loss_rpn_loc": 0.003026194270205451, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5457229341845959, "total_loss": 0.06810152882826515}
{"data_time": 0.004218413028866053, "eta_seconds": 98056.92194331554, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.43843843843843844, "fast_rcnn/fg_cls_accuracy": 0.5615615615615616, "iteration": 58879, "loss_box_reg": 0.012312391278101131, "loss_cls": 0.04851064539980143, "loss_rpn_cls": 0.0013891059029447206, "loss_rpn_loc": 0.0041118593526334735, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5461485732812434, "total_loss": 0.06661731682075356}
{"data_time": 0.004296962171792984, "eta_seconds": 98023.6714956332, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3687270501835985, "fast_rcnn/fg_cls_accuracy": 0.6312729498164015, "iteration": 58899, "loss_box_reg": 0.012618896929780021, "loss_cls": 0.04824065417051315, "loss_rpn_cls": 0.001231154448532834, "loss_rpn_loc": 0.0029098344493831974, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5342316541355103, "total_loss": 0.06627849844460343}
{"data_time": 0.003745299531146884, "eta_seconds": 98012.84619135596, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37566137566137564, "fast_rcnn/fg_cls_accuracy": 0.6243386243386244, "iteration": 58919, "loss_box_reg": 0.012695630313828588, "loss_cls": 0.0500782944727689, "loss_rpn_cls": 0.0011883515782642462, "loss_rpn_loc": 0.0025917554485204164, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5386796183884144, "total_loss": 0.06732237766800608}
{"data_time": 0.004099797457456589, "eta_seconds": 97995.85595548456, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4574303405572755, "fast_rcnn/fg_cls_accuracy": 0.5425696594427245, "iteration": 58939, "loss_box_reg": 0.012859171198215336, "loss_cls": 0.050568443606607616, "loss_rpn_cls": 0.0012467506876419066, "loss_rpn_loc": 0.0027022748472518288, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5401679738424718, "total_loss": 0.06866881593487051}
{"data_time": 0.004236715380102396, "eta_seconds": 97985.03133218572, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3621848739495799, "fast_rcnn/fg_cls_accuracy": 0.6378151260504201, "iteration": 58959, "loss_box_reg": 0.012518313305918127, "loss_cls": 0.05418803193606436, "loss_rpn_cls": 0.0006535889216365831, "loss_rpn_loc": 0.002989468444866361, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5407267280388623, "total_loss": 0.06935523185552483}
{"data_time": 0.003803774481639266, "eta_seconds": 97994.03483388992, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32350498338870437, "fast_rcnn/fg_cls_accuracy": 0.6764950166112957, "iteration": 58979, "loss_box_reg": 0.013179558533011004, "loss_cls": 0.046695720055140555, "loss_rpn_cls": 0.0009288129449487315, "loss_rpn_loc": 0.0029330387187656015, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.546967457048595, "total_loss": 0.06565177200536709}
{"data_time": 0.003903888398781419, "eta_seconds": 98005.42044632137, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3218390804597701, "fast_rcnn/fg_cls_accuracy": 0.6781609195402298, "iteration": 58999, "loss_box_reg": 0.01185096357949078, "loss_cls": 0.049722867901436985, "loss_rpn_cls": 0.001577570716676746, "loss_rpn_loc": 0.00283447006586357, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5450466824695468, "total_loss": 0.06681225574408245}
{"data_time": 0.004174062050879002, "eta_seconds": 97994.59117792547, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42735042735042733, "fast_rcnn/fg_cls_accuracy": 0.5726495726495726, "iteration": 59019, "loss_box_reg": 0.012509990949183702, "loss_cls": 0.05059924512170255, "loss_rpn_cls": 0.0012729077277526812, "loss_rpn_loc": 0.0035475486984068993, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400800197385252, "total_loss": 0.06762924830539419}
{"data_time": 0.004115694900974631, "eta_seconds": 98014.56056865444, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7279411764705883, "iteration": 59039, "loss_box_reg": 0.012253192777279764, "loss_cls": 0.0504832798615098, "loss_rpn_cls": 0.001363354833330277, "loss_rpn_loc": 0.0027269804686511634, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5468233725987375, "total_loss": 0.06680094802612757}
{"data_time": 0.0038855744060128927, "eta_seconds": 98003.72789635835, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4395933014354067, "fast_rcnn/fg_cls_accuracy": 0.5604066985645934, "iteration": 59059, "loss_box_reg": 0.012280361697776243, "loss_cls": 0.04774399637244642, "loss_rpn_cls": 0.0013128297021012258, "loss_rpn_loc": 0.003192094918631483, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5465594136621803, "total_loss": 0.06584849678682758}
{"data_time": 0.004001113120466471, "eta_seconds": 97971.90966047253, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3180147058823529, "fast_rcnn/fg_cls_accuracy": 0.6583850931677019, "iteration": 59079, "loss_box_reg": 0.01144758309237659, "loss_cls": 0.04852844454580918, "loss_rpn_cls": 0.0011329553385621693, "loss_rpn_loc": 0.0028657069960900117, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5371470130048692, "total_loss": 0.06665703074543217}
{"data_time": 0.003955991705879569, "eta_seconds": 97947.7438755252, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4344444444444444, "fast_rcnn/fg_cls_accuracy": 0.5655555555555556, "iteration": 59099, "loss_box_reg": 0.013723304902669042, "loss_cls": 0.05230430467054248, "loss_rpn_cls": 0.0009303095193899935, "loss_rpn_loc": 0.003256815334680141, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5345148539636284, "total_loss": 0.06981546182828424}
{"data_time": 0.0040654344484210014, "eta_seconds": 97936.9149974233, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42635024549918166, "fast_rcnn/fg_cls_accuracy": 0.5736497545008183, "iteration": 59119, "loss_box_reg": 0.012213416688609868, "loss_cls": 0.04810113084386103, "loss_rpn_cls": 0.0008893787309602885, "loss_rpn_loc": 0.0036933101146132685, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380362740252167, "total_loss": 0.0650585498322016}
{"data_time": 0.004360227612778544, "eta_seconds": 97927.45195662137, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.31785714285714284, "fast_rcnn/fg_cls_accuracy": 0.6821428571428572, "iteration": 59139, "loss_box_reg": 0.011670789099298418, "loss_cls": 0.04638844868168235, "loss_rpn_cls": 0.001549669980249746, "loss_rpn_loc": 0.003523961469909409, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379011214245111, "total_loss": 0.06315342755897291}
{"data_time": 0.0039560983423143625, "eta_seconds": 97918.78629915416, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.49444444444444446, "fast_rcnn/fg_cls_accuracy": 0.5055555555555555, "iteration": 59159, "loss_box_reg": 0.01220123958773911, "loss_cls": 0.04876899369992316, "loss_rpn_cls": 0.001098258649960826, "loss_rpn_loc": 0.002694382890695124, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5416361959651113, "total_loss": 0.06586401649178697}
{"data_time": 0.0038108460139483213, "eta_seconds": 97907.95703075826, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3617886178861789, "fast_rcnn/fg_cls_accuracy": 0.6382113821138211, "iteration": 59179, "loss_box_reg": 0.011437966633820906, "loss_cls": 0.051289020804688334, "loss_rpn_cls": 0.0012943672547862661, "loss_rpn_loc": 0.002658717792655807, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.545036255614832, "total_loss": 0.0666206139179053}
{"data_time": 0.004128623520955443, "eta_seconds": 97920.66911582602, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27337858220211164, "fast_rcnn/fg_cls_accuracy": 0.7266214177978885, "iteration": 59199, "loss_box_reg": 0.012151907954830676, "loss_cls": 0.049385380814783275, "loss_rpn_cls": 0.0018053251122864822, "loss_rpn_loc": 0.0028801385560655035, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.544205742655322, "total_loss": 0.0667858970835482}
{"data_time": 0.0035582040436565876, "eta_seconds": 97917.06651798962, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22715572715572716, "fast_rcnn/fg_cls_accuracy": 0.7722567287784678, "iteration": 59219, "loss_box_reg": 0.01183604760444723, "loss_cls": 0.04850227915449068, "loss_rpn_cls": 0.001042144470261519, "loss_rpn_loc": 0.003064771713980008, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5475737124215811, "total_loss": 0.06468107038449489}
{"data_time": 0.0041113984771072865, "eta_seconds": 97875.46922557056, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18210955710955712, "fast_rcnn/fg_cls_accuracy": 0.8178904428904429, "iteration": 59239, "loss_box_reg": 0.012059868138749152, "loss_cls": 0.0501221336890012, "loss_rpn_cls": 0.0012551240242828499, "loss_rpn_loc": 0.0024543086510675494, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5409402118530124, "total_loss": 0.06779981927320478}
{"data_time": 0.0038377754390239716, "eta_seconds": 97874.43648854177, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.42105263157894735, "fast_rcnn/fg_cls_accuracy": 0.5191729323308271, "iteration": 59259, "loss_box_reg": 0.012258486589416862, "loss_cls": 0.05279893311671913, "loss_rpn_cls": 0.0009601136696346657, "loss_rpn_loc": 0.0035162310596206225, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396532958839089, "total_loss": 0.06879077109329046}
{"data_time": 0.0038573690690100193, "eta_seconds": 97877.3455810463, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43227815256875973, "fast_rcnn/fg_cls_accuracy": 0.5677218474312403, "iteration": 59279, "loss_box_reg": 0.012159525882452726, "loss_cls": 0.048342333640903234, "loss_rpn_cls": 0.0012811266119570064, "loss_rpn_loc": 0.003175087858835468, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5466822786256671, "total_loss": 0.06546557881227955}
{"data_time": 0.0043625005055218935, "eta_seconds": 97852.77578366827, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4708377518557795, "fast_rcnn/fg_cls_accuracy": 0.5291622481442206, "iteration": 59299, "loss_box_reg": 0.012771968846209347, "loss_cls": 0.05077999201603234, "loss_rpn_cls": 0.0014272971127411438, "loss_rpn_loc": 0.0032664836217008997, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5426513554994017, "total_loss": 0.0681498954604649}
{"data_time": 0.0038201187271624804, "eta_seconds": 97855.68183514383, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32976190476190476, "fast_rcnn/fg_cls_accuracy": 0.6629464285714286, "iteration": 59319, "loss_box_reg": 0.012346195406280458, "loss_cls": 0.05008676409488544, "loss_rpn_cls": 0.0016933560568759276, "loss_rpn_loc": 0.003031555806956021, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401412716601044, "total_loss": 0.06861751190638188}
{"data_time": 0.004040376516059041, "eta_seconds": 97831.11507879477, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24871794871794872, "fast_rcnn/fg_cls_accuracy": 0.7512820512820513, "iteration": 59339, "loss_box_reg": 0.01177276493399404, "loss_cls": 0.04721233039163053, "loss_rpn_cls": 0.0013379128009773922, "loss_rpn_loc": 0.0029396125028142706, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5444402524735779, "total_loss": 0.06520871250233995}
{"data_time": 0.004115257412195206, "eta_seconds": 97804.39728200715, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3843223736968725, "fast_rcnn/fg_cls_accuracy": 0.5433039294306334, "iteration": 59359, "loss_box_reg": 0.011601528996834531, "loss_cls": 0.05098943703342229, "loss_rpn_cls": 0.0011002549531440309, "loss_rpn_loc": 0.0038932121169636957, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5331779865082353, "total_loss": 0.07045028477807591}
{"data_time": 0.004074341617524624, "eta_seconds": 97793.56868857797, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3307543520309478, "fast_rcnn/fg_cls_accuracy": 0.6478578892371996, "iteration": 59379, "loss_box_reg": 0.011907768901437521, "loss_cls": 0.047991235041990876, "loss_rpn_cls": 0.0005891261207011667, "loss_rpn_loc": 0.002990668283018749, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539980836911127, "total_loss": 0.06731654962754874}
{"data_time": 0.0039043505676090717, "eta_seconds": 97777.29191648914, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.36585365853658536, "fast_rcnn/fg_cls_accuracy": 0.6341463414634146, "iteration": 59399, "loss_box_reg": 0.012614054081495851, "loss_cls": 0.050480164180044085, "loss_rpn_cls": 0.0014408597319288674, "loss_rpn_loc": 0.0031352855166915106, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5418239000719041, "total_loss": 0.06736845050937745}
{"data_time": 0.003908426500856876, "eta_seconds": 97778.00581000745, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4608739837398374, "fast_rcnn/fg_cls_accuracy": 0.5391260162601625, "iteration": 59419, "loss_box_reg": 0.012175211042631418, "loss_cls": 0.04714262066408992, "loss_rpn_cls": 0.0010996645250997972, "loss_rpn_loc": 0.002746498201304348, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5445078571792692, "total_loss": 0.06350884352787034}
{"data_time": 0.00370946922339499, "eta_seconds": 97776.96331661101, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.37468671679197996, "fast_rcnn/fg_cls_accuracy": 0.62531328320802, "iteration": 59439, "loss_box_reg": 0.012468313478166237, "loss_cls": 0.04741043294779956, "loss_rpn_cls": 0.0013319003119249828, "loss_rpn_loc": 0.003853227823128691, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5480072281789035, "total_loss": 0.06401818650965652}
{"data_time": 0.004233888583257794, "eta_seconds": 97774.72274580551, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4664082687338501, "fast_rcnn/fg_cls_accuracy": 0.5335917312661499, "iteration": 59459, "loss_box_reg": 0.011673518049065024, "loss_cls": 0.05112937360536307, "loss_rpn_cls": 0.001470540221362171, "loss_rpn_loc": 0.0029457005257427227, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5421580551192164, "total_loss": 0.06621716523386567}
{"data_time": 0.004278845153748989, "eta_seconds": 97763.89144180855, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4327485380116959, "fast_rcnn/fg_cls_accuracy": 0.5256410256410255, "iteration": 59479, "loss_box_reg": 0.012190052511868998, "loss_cls": 0.04944131907541305, "loss_rpn_cls": 0.0010554125942690007, "loss_rpn_loc": 0.0029183434962760657, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5408234782516956, "total_loss": 0.06639637880562077}
{"data_time": 0.004192610504105687, "eta_seconds": 97744.47225930076, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6422222222222222, "iteration": 59499, "loss_box_reg": 0.012658830091822892, "loss_cls": 0.05062965827528387, "loss_rpn_cls": 0.0008449830816061876, "loss_rpn_loc": 0.0031000815743027488, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404841280542314, "total_loss": 0.06774639670391025}
{"data_time": 0.004226895747706294, "eta_seconds": 97733.64190686401, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32147742818057456, "fast_rcnn/fg_cls_accuracy": 0.6785225718194254, "iteration": 59519, "loss_box_reg": 0.011498264328110963, "loss_cls": 0.05154242995195091, "loss_rpn_cls": 0.0010057869715183188, "loss_rpn_loc": 0.0029851425169908907, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5342341244686395, "total_loss": 0.06812419321829566}
{"data_time": 0.003994676982983947, "eta_seconds": 97737.49035133305, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.42391304347826086, "fast_rcnn/fg_cls_accuracy": 0.5482336956521738, "iteration": 59539, "loss_box_reg": 0.013710599858313799, "loss_cls": 0.05435869307257235, "loss_rpn_cls": 0.0011714861907421437, "loss_rpn_loc": 0.002639672333316412, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425787169951946, "total_loss": 0.07286597504196379}
{"data_time": 0.004017102066427469, "eta_seconds": 97702.20093123615, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3174962292609351, "fast_rcnn/fg_cls_accuracy": 0.6825037707390649, "iteration": 59559, "loss_box_reg": 0.012730739021208137, "loss_cls": 0.049378009513020515, "loss_rpn_cls": 0.00123241493866999, "loss_rpn_loc": 0.0028197824940434657, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5358270462602377, "total_loss": 0.06616848608308601}
{"data_time": 0.0040874904952943325, "eta_seconds": 97725.10148910037, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38060897435897434, "fast_rcnn/fg_cls_accuracy": 0.6193910256410255, "iteration": 59579, "loss_box_reg": 0.01186638223589398, "loss_cls": 0.04809886508155614, "loss_rpn_cls": 0.0013566030825131747, "loss_rpn_loc": 0.002970673329400597, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.546747664688155, "total_loss": 0.06535730399630779}
{"data_time": 0.004371857037767768, "eta_seconds": 97714.26848169114, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3226284584980237, "fast_rcnn/fg_cls_accuracy": 0.6673832923832923, "iteration": 59599, "loss_box_reg": 0.013239182822871953, "loss_cls": 0.04776221507927403, "loss_rpn_cls": 0.001449061044240807, "loss_rpn_loc": 0.0028873882656625938, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398638318292797, "total_loss": 0.0657992630277704}
{"data_time": 0.004103437531739473, "eta_seconds": 97703.4354742819, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5127371273712737, "fast_rcnn/fg_cls_accuracy": 0.48726287262872625, "iteration": 59619, "loss_box_reg": 0.011779723223298788, "loss_cls": 0.047124000440817326, "loss_rpn_cls": 0.000920063107059832, "loss_rpn_loc": 0.002899929924751632, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399801316671073, "total_loss": 0.06472258574922307}
{"data_time": 0.004040682688355446, "eta_seconds": 97698.62778795627, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38784461152882205, "fast_rcnn/fg_cls_accuracy": 0.6026315789473684, "iteration": 59639, "loss_box_reg": 0.01176816035876982, "loss_cls": 0.052729078801348805, "loss_rpn_cls": 0.0011079484713718557, "loss_rpn_loc": 0.0031617851855116896, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542461795732379, "total_loss": 0.0707383109361217}
{"data_time": 0.00445886398665607, "eta_seconds": 97666.40970583586, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.47291666666666665, "fast_rcnn/fg_cls_accuracy": 0.47291666666666665, "iteration": 59659, "loss_box_reg": 0.01140448491787538, "loss_cls": 0.052268014987930655, "loss_rpn_cls": 0.001216506995092459, "loss_rpn_loc": 0.003639275804744102, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406060295645148, "total_loss": 0.07013663070898701}
{"data_time": 0.0037429011426866055, "eta_seconds": 97646.99908737, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.48333333333333334, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 59679, "loss_box_reg": 0.012326133088208735, "loss_cls": 0.049369177053449675, "loss_rpn_cls": 0.0014413392648293666, "loss_rpn_loc": 0.003703045706060948, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5347270832862705, "total_loss": 0.06871947921092669}
{"data_time": 0.004193859174847603, "eta_seconds": 97636.16873493325, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3845208845208845, "fast_rcnn/fg_cls_accuracy": 0.6154791154791155, "iteration": 59699, "loss_box_reg": 0.011678391514578834, "loss_cls": 0.050698183942586184, "loss_rpn_cls": 0.0014143208623522696, "loss_rpn_loc": 0.002996146140503697, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415254191029817, "total_loss": 0.06602425063175588}
{"data_time": 0.004157428164035082, "eta_seconds": 97668.16986441659, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5480480480480481, "fast_rcnn/fg_cls_accuracy": 0.4519519519519519, "iteration": 59719, "loss_box_reg": 0.012380051164655015, "loss_cls": 0.04821773187723011, "loss_rpn_cls": 0.0012533614450376263, "loss_rpn_loc": 0.0033912534709088504, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5471931570209563, "total_loss": 0.0653872728864826}
{"data_time": 0.004072769545018673, "eta_seconds": 97629.17055885564, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4077055779183439, "fast_rcnn/fg_cls_accuracy": 0.5922944220816562, "iteration": 59739, "loss_box_reg": 0.011639729986200109, "loss_cls": 0.04413696413394064, "loss_rpn_cls": 0.0009285392920901359, "loss_rpn_loc": 0.0037693323974963278, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5378886684775352, "total_loss": 0.060435434230385}
{"data_time": 0.004052274394780397, "eta_seconds": 97604.28437470761, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.474375, "fast_rcnn/fg_cls_accuracy": 0.525625, "iteration": 59759, "loss_box_reg": 0.013041835656622425, "loss_cls": 0.049611865484621376, "loss_rpn_cls": 0.0012352198516509816, "loss_rpn_loc": 0.0039015003203530796, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.537824485450983, "total_loss": 0.06934453786089989}
{"data_time": 0.004198290873318911, "eta_seconds": 97622.79205911071, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 59779, "loss_box_reg": 0.010983805026626214, "loss_cls": 0.04824437270872295, "loss_rpn_cls": 0.0014794230372103812, "loss_rpn_loc": 0.002583156958280597, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5449841523077339, "total_loss": 0.0648695137631421}
{"data_time": 0.0038948163855820894, "eta_seconds": 97611.95838356134, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3944444444444445, "fast_rcnn/fg_cls_accuracy": 0.5374331550802138, "iteration": 59799, "loss_box_reg": 0.013629646302433684, "loss_cls": 0.04889892553910613, "loss_rpn_cls": 0.0008908774422593524, "loss_rpn_loc": 0.003416662286326755, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5371882612816989, "total_loss": 0.06930028559759194}
{"data_time": 0.004143275320529938, "eta_seconds": 97627.4492896318, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 59819, "loss_box_reg": 0.01226664736168459, "loss_cls": 0.05349846906028688, "loss_rpn_cls": 0.0012429146728436535, "loss_rpn_loc": 0.0026247204696119297, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5476243973243982, "total_loss": 0.06987698337889015}
{"data_time": 0.003895691828802228, "eta_seconds": 97616.61269206717, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.5529891304347826, "fast_rcnn/fg_cls_accuracy": 0.4470108695652174, "iteration": 59839, "loss_box_reg": 0.01210051542147994, "loss_cls": 0.051464726217091084, "loss_rpn_cls": 0.0016904851619301553, "loss_rpn_loc": 0.0029965340781927807, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5470682065933943, "total_loss": 0.07016180418202111}
{"data_time": 0.003973514074459672, "eta_seconds": 97564.17868336919, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3613899613899614, "fast_rcnn/fg_cls_accuracy": 0.6386100386100386, "iteration": 59859, "loss_box_reg": 0.01186094165313989, "loss_cls": 0.05001892754808068, "loss_rpn_cls": 0.001402553673415241, "loss_rpn_loc": 0.0023490613311878406, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5330936484970152, "total_loss": 0.06604197597448547}
{"data_time": 0.004519816022366285, "eta_seconds": 97547.26536186924, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45178571428571423, "fast_rcnn/fg_cls_accuracy": 0.5482142857142858, "iteration": 59879, "loss_box_reg": 0.01239737548166886, "loss_cls": 0.04809056775411591, "loss_rpn_cls": 0.0012507239916885737, "loss_rpn_loc": 0.0038728481194993947, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419558114372194, "total_loss": 0.06694889755260647}
{"data_time": 0.004352421499788761, "eta_seconds": 97551.77337055258, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3431372549019608, "fast_rcnn/fg_cls_accuracy": 0.6568627450980392, "iteration": 59899, "loss_box_reg": 0.01164818776305765, "loss_cls": 0.04793730250094086, "loss_rpn_cls": 0.0012368924952852467, "loss_rpn_loc": 0.0029751703168585664, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542946383357048, "total_loss": 0.0661536825651865}
{"data_time": 0.003772932570427656, "eta_seconds": 97573.26630180865, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3923578751164958, "fast_rcnn/fg_cls_accuracy": 0.5777851021753462, "iteration": 59919, "loss_box_reg": 0.013210220291512087, "loss_cls": 0.04839821613859385, "loss_rpn_cls": 0.0011649849429886672, "loss_rpn_loc": 0.003825588537438307, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5489292640704662, "total_loss": 0.06917903015425964}
{"data_time": 0.004383366322144866, "eta_seconds": 97562.42970424402, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4277027027027027, "fast_rcnn/fg_cls_accuracy": 0.5722972972972973, "iteration": 59939, "loss_box_reg": 0.011915046139620245, "loss_cls": 0.048159667174331844, "loss_rpn_cls": 0.0017680721101669405, "loss_rpn_loc": 0.0026350483094574884, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541708815144375, "total_loss": 0.06503883629238771}
{"data_time": 0.003910127794370055, "eta_seconds": 97557.6316733053, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.271264367816092, "fast_rcnn/fg_cls_accuracy": 0.728735632183908, "iteration": 59959, "loss_box_reg": 0.012800324853742495, "loss_cls": 0.04666546871885657, "loss_rpn_cls": 0.0015129476141737541, "loss_rpn_loc": 0.0034819463035091758, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5425872306805104, "total_loss": 0.06590744321937336}
{"data_time": 0.003939672140404582, "eta_seconds": 97538.42007442005, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.41531713900134953, "fast_rcnn/fg_cls_accuracy": 0.5846828609986505, "iteration": 59979, "loss_box_reg": 0.013304843887453899, "loss_cls": 0.05276324669830501, "loss_rpn_cls": 0.001216475496903513, "loss_rpn_loc": 0.002836642674083123, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5405294951051474, "total_loss": 0.07193798433195298}
{"data_time": 0.004409072455018759, "eta_seconds": 97497.60833350639, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40426497277676954, "fast_rcnn/fg_cls_accuracy": 0.5859649122807018, "iteration": 59999, "loss_box_reg": 0.012062983587384224, "loss_cls": 0.05165718786884099, "loss_rpn_cls": 0.0010121442583113094, "loss_rpn_loc": 0.00282066563522676, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389134339056909, "total_loss": 0.0673074540432026}
{"data_time": 0.003993603400886059, "eta_seconds": 97489.48009026516, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34085106382978725, "fast_rcnn/fg_cls_accuracy": 0.6591489361702128, "iteration": 60019, "loss_box_reg": 0.012636555708013475, "loss_cls": 0.04942578391637653, "loss_rpn_cls": 0.0010257864197456001, "loss_rpn_loc": 0.0035595490371633787, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5432344300206751, "total_loss": 0.06587867892574195}
{"data_time": 0.0037951795384287834, "eta_seconds": 97475.46733535151, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38885088919288646, "fast_rcnn/fg_cls_accuracy": 0.585139318885449, "iteration": 60039, "loss_box_reg": 0.011960365052800626, "loss_cls": 0.04908022750169039, "loss_rpn_cls": 0.0016230708557714024, "loss_rpn_loc": 0.0035203792904212605, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5418332889676094, "total_loss": 0.06518121442059055}
{"data_time": 0.004397575976327062, "eta_seconds": 97455.6964190614, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4542635658914729, "fast_rcnn/fg_cls_accuracy": 0.5457364341085271, "iteration": 60059, "loss_box_reg": 0.011416032823035493, "loss_cls": 0.04951525409705937, "loss_rpn_cls": 0.0012859775569609155, "loss_rpn_loc": 0.0033724470158631448, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53428567154333, "total_loss": 0.06522244987445447}
{"data_time": 0.0042545555625110865, "eta_seconds": 97444.864457872, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30208333333333337, "fast_rcnn/fg_cls_accuracy": 0.6979166666666667, "iteration": 60079, "loss_box_reg": 0.011698768706992269, "loss_cls": 0.045817343168891966, "loss_rpn_cls": 0.0009681017596676611, "loss_rpn_loc": 0.0029330775687412824, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5382721431087703, "total_loss": 0.061759178313394614}
{"data_time": 0.004523282404989004, "eta_seconds": 97434.0324966826, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4439814814814815, "fast_rcnn/fg_cls_accuracy": 0.5185185185185186, "iteration": 60099, "loss_box_reg": 0.012465898296795785, "loss_cls": 0.05000630300492048, "loss_rpn_cls": 0.0011637935604085214, "loss_rpn_loc": 0.0036495605163509026, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367933467496186, "total_loss": 0.0677710538844849}
{"data_time": 0.003921328112483025, "eta_seconds": 97429.26983784605, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3980263157894737, "fast_rcnn/fg_cls_accuracy": 0.5227743271221532, "iteration": 60119, "loss_box_reg": 0.012803956866264343, "loss_cls": 0.051754584768787026, "loss_rpn_cls": 0.0010627886074416892, "loss_rpn_loc": 0.002972124253574293, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398244489915669, "total_loss": 0.0686808536368062}
{"data_time": 0.0037885934580117464, "eta_seconds": 97418.4372018436, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.458041958041958, "fast_rcnn/fg_cls_accuracy": 0.5419580419580419, "iteration": 60139, "loss_box_reg": 0.012858024332672358, "loss_cls": 0.05048065446317196, "loss_rpn_cls": 0.0011433818597197387, "loss_rpn_loc": 0.0026246400375384837, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399846199434251, "total_loss": 0.06820579824693596}
{"data_time": 0.004313854966312647, "eta_seconds": 97413.64693447296, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3495475113122172, "fast_rcnn/fg_cls_accuracy": 0.5875, "iteration": 60159, "loss_box_reg": 0.011724041803972796, "loss_cls": 0.04635630053235218, "loss_rpn_cls": 0.0010179219923998062, "loss_rpn_loc": 0.003406978041311959, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5478358354885131, "total_loss": 0.06496132526922338}
{"data_time": 0.003986884141340852, "eta_seconds": 97390.70465192501, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2963759213759214, "fast_rcnn/fg_cls_accuracy": 0.6763513513513514, "iteration": 60179, "loss_box_reg": 0.012620443594641984, "loss_cls": 0.0479111970635131, "loss_rpn_cls": 0.0009954103194331765, "loss_rpn_loc": 0.002909377551986836, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5352320540696383, "total_loss": 0.06675493732029736}
{"data_time": 0.003850670764222741, "eta_seconds": 97358.12313473178, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3833333333333333, "fast_rcnn/fg_cls_accuracy": 0.6166666666666667, "iteration": 60199, "loss_box_reg": 0.01273067353758961, "loss_cls": 0.0486048455350101, "loss_rpn_cls": 0.001833122976222512, "loss_rpn_loc": 0.00354523253190564, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410039918497205, "total_loss": 0.06751717367990295}
{"data_time": 0.004028674215078354, "eta_seconds": 97338.90535352728, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3521462639109698, "fast_rcnn/fg_cls_accuracy": 0.6425061425061425, "iteration": 60219, "loss_box_reg": 0.012314497987972572, "loss_cls": 0.05094553530216217, "loss_rpn_cls": 0.0015661397540043254, "loss_rpn_loc": 0.0033873874745040666, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419735182076693, "total_loss": 0.06927537975957421}
{"data_time": 0.0039858834352344275, "eta_seconds": 97316.04342252738, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.482281284606866, "fast_rcnn/fg_cls_accuracy": 0.517718715393134, "iteration": 60239, "loss_box_reg": 0.011839597369544208, "loss_cls": 0.050666162045672536, "loss_rpn_cls": 0.0015069079126988072, "loss_rpn_loc": 0.002837580905179493, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5353135950863361, "total_loss": 0.06762998898807382}
{"data_time": 0.00395188108086586, "eta_seconds": 97321.73370207264, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.49370574350904795, "fast_rcnn/fg_cls_accuracy": 0.506294256490952, "iteration": 60259, "loss_box_reg": 0.012182878272142261, "loss_cls": 0.05060352094005793, "loss_rpn_cls": 0.0010868972349271644, "loss_rpn_loc": 0.0036845485592493787, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5452998396940529, "total_loss": 0.06798813423466754}
{"data_time": 0.0038412692956626415, "eta_seconds": 97310.90459422278, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4139705882352941, "fast_rcnn/fg_cls_accuracy": 0.5735294117647058, "iteration": 60279, "loss_box_reg": 0.01164951070677489, "loss_cls": 0.04547066695522517, "loss_rpn_cls": 0.0009222701214071094, "loss_rpn_loc": 0.0033722711668815464, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5516522154211998, "total_loss": 0.06350385506993916}
{"data_time": 0.003875548020005226, "eta_seconds": 97291.74436742533, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.48742928975487115, "fast_rcnn/fg_cls_accuracy": 0.5125707102451289, "iteration": 60299, "loss_box_reg": 0.012457752483896911, "loss_cls": 0.05313390213996172, "loss_rpn_cls": 0.0015038878414088686, "loss_rpn_loc": 0.002584876865512342, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422353250905871, "total_loss": 0.07041845801080626}
{"data_time": 0.004124522441998124, "eta_seconds": 97272.73434283934, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24632802937576498, "fast_rcnn/fg_cls_accuracy": 0.753671970624235, "iteration": 60319, "loss_box_reg": 0.01212868862785399, "loss_cls": 0.04805647418834269, "loss_rpn_cls": 0.001262194753167023, "loss_rpn_loc": 0.00253662456816528, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368414502590895, "total_loss": 0.06777422694369761}
{"data_time": 0.003658632980659604, "eta_seconds": 97238.93777250499, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.34949712643678166, "fast_rcnn/fg_cls_accuracy": 0.6410984848484849, "iteration": 60339, "loss_box_reg": 0.011243942251894623, "loss_cls": 0.04764521849574521, "loss_rpn_cls": 0.0017242779306343436, "loss_rpn_loc": 0.003142387984553352, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387641782872379, "total_loss": 0.06359800751295097}
{"data_time": 0.0039216564036905766, "eta_seconds": 97251.07980299531, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4941860465116279, "fast_rcnn/fg_cls_accuracy": 0.5058139534883721, "iteration": 60359, "loss_box_reg": 0.012548730825074017, "loss_cls": 0.04822450230130926, "loss_rpn_cls": 0.0010385932205281279, "loss_rpn_loc": 0.004808630852494389, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5403480262029916, "total_loss": 0.06795963553310003}
{"data_time": 0.0040710256434977055, "eta_seconds": 97256.75905497349, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.42678571428571427, "fast_rcnn/fg_cls_accuracy": 0.5732142857142857, "iteration": 60379, "loss_box_reg": 0.01183531159767881, "loss_cls": 0.04818723630160093, "loss_rpn_cls": 0.0011867570492540835, "loss_rpn_loc": 0.0027104543114546686, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5438008047640324, "total_loss": 0.06464668734167844}
{"data_time": 0.0036950476933270693, "eta_seconds": 97237.60346427653, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.298936170212766, "fast_rcnn/fg_cls_accuracy": 0.701063829787234, "iteration": 60399, "loss_box_reg": 0.011249448754824698, "loss_cls": 0.050144710403401405, "loss_rpn_cls": 0.0016712582864784054, "loss_rpn_loc": 0.002978713331685867, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5371751540806144, "total_loss": 0.06628520839012708}
{"data_time": 0.004219065885990858, "eta_seconds": 97195.63892065734, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3683510638297872, "fast_rcnn/fg_cls_accuracy": 0.6230705047976637, "iteration": 60419, "loss_box_reg": 0.01209071816992946, "loss_cls": 0.05120779509888962, "loss_rpn_cls": 0.0016128918240383427, "loss_rpn_loc": 0.002661523252754705, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5348423351533711, "total_loss": 0.06884346290371468}
{"data_time": 0.0044802718330174685, "eta_seconds": 97133.34690901171, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5406719717064545, "fast_rcnn/fg_cls_accuracy": 0.4593280282935456, "iteration": 60439, "loss_box_reg": 0.01216445944737643, "loss_cls": 0.05176500970264897, "loss_rpn_cls": 0.0014516156453368012, "loss_rpn_loc": 0.003297312439826783, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5385964512825012, "total_loss": 0.06821383805117875}
{"data_time": 0.003988140262663364, "eta_seconds": 97147.64856024692, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.459830866807611, "fast_rcnn/fg_cls_accuracy": 0.540169133192389, "iteration": 60459, "loss_box_reg": 0.012294748361455277, "loss_cls": 0.04830558376852423, "loss_rpn_cls": 0.0008759184229347738, "loss_rpn_loc": 0.0026831032409972977, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.545167172094807, "total_loss": 0.06749873145349738}
{"data_time": 0.003934051375836134, "eta_seconds": 97147.04751863354, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5080645161290323, "fast_rcnn/fg_cls_accuracy": 0.4852941176470588, "iteration": 60479, "loss_box_reg": 0.011834274744614959, "loss_cls": 0.05158966907765716, "loss_rpn_cls": 0.000993954050272805, "loss_rpn_loc": 0.0028463082053349353, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5448340969160199, "total_loss": 0.06647248789408877}
{"data_time": 0.004048044793307781, "eta_seconds": 97100.88996783551, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.6042780748663101, "fast_rcnn/fg_cls_accuracy": 0.39572192513368987, "iteration": 60499, "loss_box_reg": 0.012763986684149131, "loss_cls": 0.05261555878678337, "loss_rpn_cls": 0.0012648105748667149, "loss_rpn_loc": 0.0028265438522794284, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5373033653013408, "total_loss": 0.06913595292076025}
{"data_time": 0.0040617601480335, "eta_seconds": 97125.40168388025, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39223602484472053, "fast_rcnn/fg_cls_accuracy": 0.6077639751552795, "iteration": 60519, "loss_box_reg": 0.012122380343498662, "loss_cls": 0.04949091305024922, "loss_rpn_cls": 0.001168434172996058, "loss_rpn_loc": 0.0028852120849478524, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5445091985166073, "total_loss": 0.06607442303368316}
{"data_time": 0.003848135005682707, "eta_seconds": 97057.73256813455, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5055555555555555, "iteration": 60539, "loss_box_reg": 0.013095916016027331, "loss_cls": 0.050307358149439096, "loss_rpn_cls": 0.0010089328043250134, "loss_rpn_loc": 0.002639418529724935, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5411768541671336, "total_loss": 0.06778180804167278}
{"data_time": 0.0036481365095824003, "eta_seconds": 97068.4330266593, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.31043632075471694, "fast_rcnn/fg_cls_accuracy": 0.6895636792452831, "iteration": 60559, "loss_box_reg": 0.011808832350652665, "loss_cls": 0.04901498346589506, "loss_rpn_cls": 0.0010268401448456643, "loss_rpn_loc": 0.003320251384138828, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5406318409368396, "total_loss": 0.0640937357074165}
{"data_time": 0.0037289420142769814, "eta_seconds": 97026.91920309258, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.303030303030303, "fast_rcnn/fg_cls_accuracy": 0.696969696969697, "iteration": 60579, "loss_box_reg": 0.012230232678120956, "loss_cls": 0.04950348369311541, "loss_rpn_cls": 0.0013536680123706901, "loss_rpn_loc": 0.0034276668175152736, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5403111123014241, "total_loss": 0.06605861177536099}
{"data_time": 0.003825980704277754, "eta_seconds": 97018.74271779275, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38571428571428573, "fast_rcnn/fg_cls_accuracy": 0.6142857142857143, "iteration": 60599, "loss_box_reg": 0.012319109140662476, "loss_cls": 0.04838183242827654, "loss_rpn_cls": 0.0013376557548667733, "loss_rpn_loc": 0.003894627130648587, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5388125458266586, "total_loss": 0.06693746190364891}
{"data_time": 0.004226770251989365, "eta_seconds": 97007.51443147263, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3117408906882591, "fast_rcnn/fg_cls_accuracy": 0.688259109311741, "iteration": 60619, "loss_box_reg": 0.012581528746522963, "loss_cls": 0.04636123817181215, "loss_rpn_cls": 0.000873194396604049, "loss_rpn_loc": 0.003816876429482363, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395328951999545, "total_loss": 0.06321488086473437}
{"data_time": 0.003992157522588968, "eta_seconds": 96996.69862439926, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4319640564826701, "fast_rcnn/fg_cls_accuracy": 0.5381578947368422, "iteration": 60639, "loss_box_reg": 0.012152168987086043, "loss_cls": 0.047968590981327, "loss_rpn_cls": 0.0014240369876006298, "loss_rpn_loc": 0.0027319738946971484, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.542890855576843, "total_loss": 0.06623928131375578}
{"data_time": 0.004697255324572325, "eta_seconds": 96992.1058512656, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2570652173913044, "fast_rcnn/fg_cls_accuracy": 0.7429347826086956, "iteration": 60659, "loss_box_reg": 0.011684010154567659, "loss_cls": 0.049163609743118286, "loss_rpn_cls": 0.0011715225789430406, "loss_rpn_loc": 0.0028395608060236555, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5451939124614, "total_loss": 0.06519981411781828}
{"data_time": 0.003982139518484473, "eta_seconds": 97000.3211104942, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3404977375565611, "fast_rcnn/fg_cls_accuracy": 0.6498868778280543, "iteration": 60679, "loss_box_reg": 0.0120486612431705, "loss_cls": 0.051339800003916025, "loss_rpn_cls": 0.0009105729944849372, "loss_rpn_loc": 0.0025383439715369605, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5420872422400862, "total_loss": 0.06699186325471373}
{"data_time": 0.00419837050139904, "eta_seconds": 96989.50248678471, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3548018292682927, "fast_rcnn/fg_cls_accuracy": 0.6322905620360552, "iteration": 60699, "loss_box_reg": 0.01263196993386373, "loss_cls": 0.05036702856887132, "loss_rpn_cls": 0.0006707953008344703, "loss_rpn_loc": 0.0027019809931516647, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426804549060762, "total_loss": 0.06666200342624506}
{"data_time": 0.00468697352334857, "eta_seconds": 96959.65634807851, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5172798216276477, "fast_rcnn/fg_cls_accuracy": 0.48272017837235226, "iteration": 60719, "loss_box_reg": 0.011931835149880499, "loss_cls": 0.049022651684936136, "loss_rpn_cls": 0.0011561432636426616, "loss_rpn_loc": 0.002640196958964225, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378328026272357, "total_loss": 0.06476508737614495}
{"data_time": 0.004034962737932801, "eta_seconds": 96953.14999041706, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4085239085239085, "fast_rcnn/fg_cls_accuracy": 0.5722453222453222, "iteration": 60739, "loss_box_reg": 0.012368743802653626, "loss_cls": 0.0493322437396273, "loss_rpn_cls": 0.0020759132130478974, "loss_rpn_loc": 0.0034595310826261993, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538950759684667, "total_loss": 0.06582889460628394}
{"data_time": 0.004083814099431038, "eta_seconds": 96971.44622526923, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.292002688172043, "fast_rcnn/fg_cls_accuracy": 0.6125806451612903, "iteration": 60759, "loss_box_reg": 0.012172358168754727, "loss_cls": 0.051467078272253275, "loss_rpn_cls": 0.0015065915156355913, "loss_rpn_loc": 0.0033089300104620634, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5432381215505302, "total_loss": 0.069618608575297}
{"data_time": 0.004216230474412441, "eta_seconds": 96993.55717588635, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3026315789473684, "fast_rcnn/fg_cls_accuracy": 0.6973684210526316, "iteration": 60779, "loss_box_reg": 0.012013076135190204, "loss_cls": 0.04670811735559255, "loss_rpn_cls": 0.0016521052454550045, "loss_rpn_loc": 0.004331827742134919, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5474619064480066, "total_loss": 0.06564663927332504}
{"data_time": 0.003929653204977512, "eta_seconds": 96982.73327052081, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 60799, "loss_box_reg": 0.01182926120236516, "loss_cls": 0.05035456013865769, "loss_rpn_cls": 0.0012674424832539444, "loss_rpn_loc": 0.0036904632579535246, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422465610317886, "total_loss": 0.0691393407025771}
{"data_time": 0.0039953673258423805, "eta_seconds": 96924.59074452776, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4182266009852217, "fast_rcnn/fg_cls_accuracy": 0.5422619047619047, "iteration": 60819, "loss_box_reg": 0.01242851885035634, "loss_cls": 0.048608182929456234, "loss_rpn_cls": 0.0009215042339292268, "loss_rpn_loc": 0.0031503243262704927, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5372092530597001, "total_loss": 0.0658253399594173}
{"data_time": 0.004066221183165908, "eta_seconds": 96913.77212081826, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3182214472537053, "fast_rcnn/fg_cls_accuracy": 0.6185031185031185, "iteration": 60839, "loss_box_reg": 0.012887608667369932, "loss_cls": 0.04898116830736399, "loss_rpn_cls": 0.0009863611657294769, "loss_rpn_loc": 0.002297332173839095, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.545177495572716, "total_loss": 0.06908940661514862}
{"data_time": 0.004156726878136396, "eta_seconds": 96924.86838500202, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4094896331738437, "fast_rcnn/fg_cls_accuracy": 0.5905103668261563, "iteration": 60859, "loss_box_reg": 0.012469813780626282, "loss_cls": 0.05185626051388681, "loss_rpn_cls": 0.000894939062618505, "loss_rpn_loc": 0.0028269534232094884, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407989830709994, "total_loss": 0.06829128543029128}
{"data_time": 0.0037493265699595213, "eta_seconds": 96892.13487339928, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3432510885341074, "fast_rcnn/fg_cls_accuracy": 0.6567489114658926, "iteration": 60879, "loss_box_reg": 0.013218239502748474, "loss_cls": 0.04952913674060255, "loss_rpn_cls": 0.0011669501764686174, "loss_rpn_loc": 0.0029210660395619925, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538550210185349, "total_loss": 0.06960817639651395}
{"data_time": 0.004024269059300423, "eta_seconds": 96903.2262442559, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2963636363636364, "fast_rcnn/fg_cls_accuracy": 0.6884848484848485, "iteration": 60899, "loss_box_reg": 0.01235594815807417, "loss_cls": 0.04870843142271042, "loss_rpn_cls": 0.0011914407118638337, "loss_rpn_loc": 0.0033431095907872077, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5472318974789232, "total_loss": 0.06703285595818897}
{"data_time": 0.00389724294655025, "eta_seconds": 96870.4976259803, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.33854166666666663, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 60919, "loss_box_reg": 0.011872628499986604, "loss_cls": 0.04847096116282046, "loss_rpn_cls": 0.0013462147405221003, "loss_rpn_loc": 0.0032053105842351215, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5403035529889166, "total_loss": 0.06562884575646422}
{"data_time": 0.004083736799657345, "eta_seconds": 96874.06415129872, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.398989898989899, "fast_rcnn/fg_cls_accuracy": 0.601010101010101, "iteration": 60939, "loss_box_reg": 0.012799050949979573, "loss_cls": 0.048770724853966385, "loss_rpn_cls": 0.0011740843068537288, "loss_rpn_loc": 0.003424745831580367, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428882846608758, "total_loss": 0.06619928824807175}
{"data_time": 0.004072391428053379, "eta_seconds": 96863.24392085755, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3138461538461539, "fast_rcnn/fg_cls_accuracy": 0.6861538461538461, "iteration": 60959, "loss_box_reg": 0.011576247838092968, "loss_cls": 0.049609952460741624, "loss_rpn_cls": 0.0008908029553822416, "loss_rpn_loc": 0.0029207700208644383, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442329871002585, "total_loss": 0.0673248443557668}
{"data_time": 0.004358507925644517, "eta_seconds": 96823.34620711952, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35623123123123124, "fast_rcnn/fg_cls_accuracy": 0.6032282282282282, "iteration": 60979, "loss_box_reg": 0.012357386411167681, "loss_cls": 0.04886442411225289, "loss_rpn_cls": 0.0012298210973540336, "loss_rpn_loc": 0.003062336782022612, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5372145231813192, "total_loss": 0.06577598633407433}
{"data_time": 0.004451864631846547, "eta_seconds": 96827.22313114232, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.25535714285714284, "fast_rcnn/fg_cls_accuracy": 0.7446428571428572, "iteration": 60999, "loss_box_reg": 0.012721226725261658, "loss_cls": 0.05078227515332401, "loss_rpn_cls": 0.0009419745509831046, "loss_rpn_loc": 0.003434184742218349, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5400433852337301, "total_loss": 0.06959067000059349}
{"data_time": 0.004084413405507803, "eta_seconds": 96816.40450743283, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38266583229036294, "fast_rcnn/fg_cls_accuracy": 0.5802083333333333, "iteration": 61019, "loss_box_reg": 0.012462942337151617, "loss_cls": 0.05185204325243831, "loss_rpn_cls": 0.0016278123282518209, "loss_rpn_loc": 0.0027519360883161426, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.544277771608904, "total_loss": 0.06856686800506395}
{"data_time": 0.0040104754734784365, "eta_seconds": 96819.96299909288, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2564935064935065, "fast_rcnn/fg_cls_accuracy": 0.7435064935064934, "iteration": 61039, "loss_box_reg": 0.012496661569457501, "loss_cls": 0.049834782956168056, "loss_rpn_cls": 0.0016708485778735849, "loss_rpn_loc": 0.002873129113140749, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54564169049263, "total_loss": 0.06907927624479271}
{"data_time": 0.003946762997657061, "eta_seconds": 96809.14276865171, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4023809523809524, "fast_rcnn/fg_cls_accuracy": 0.586080586080586, "iteration": 61059, "loss_box_reg": 0.011257295875111595, "loss_cls": 0.04965035687200725, "loss_rpn_cls": 0.0011986637230165798, "loss_rpn_loc": 0.003690461890073493, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53790273796767, "total_loss": 0.06605708707763824}
{"data_time": 0.003994462313130498, "eta_seconds": 96783.94863630435, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32068543451652387, "fast_rcnn/fg_cls_accuracy": 0.6750471401634193, "iteration": 61079, "loss_box_reg": 0.012647604860831052, "loss_cls": 0.0478428898495622, "loss_rpn_cls": 0.0009740813679854909, "loss_rpn_loc": 0.0027413031002652133, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5310824795160443, "total_loss": 0.0651742515319711}
{"data_time": 0.004076877376064658, "eta_seconds": 96798.5323569267, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4203131272581293, "fast_rcnn/fg_cls_accuracy": 0.5796868727418707, "iteration": 61099, "loss_box_reg": 0.012739046476781368, "loss_cls": 0.049310789443552494, "loss_rpn_cls": 0.0012579417189044761, "loss_rpn_loc": 0.002975567644170951, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5537507378030568, "total_loss": 0.06681051989824027}
{"data_time": 0.0038419717457145452, "eta_seconds": 96792.41368778818, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.335203366058906, "fast_rcnn/fg_cls_accuracy": 0.664796633941094, "iteration": 61119, "loss_box_reg": 0.012434536329237744, "loss_cls": 0.05047137290239334, "loss_rpn_cls": 0.001169756384115317, "loss_rpn_loc": 0.00311606459581526, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397862258832902, "total_loss": 0.06883458856077596}
{"data_time": 0.0039412283804267645, "eta_seconds": 96797.33445976442, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3609307359307359, "fast_rcnn/fg_cls_accuracy": 0.6390692640692641, "iteration": 61139, "loss_box_reg": 0.011295011441688985, "loss_cls": 0.04821588157210499, "loss_rpn_cls": 0.0012174405997598114, "loss_rpn_loc": 0.002924280193838058, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5426310005132109, "total_loss": 0.06363245279612784}
{"data_time": 0.003755553625524044, "eta_seconds": 96766.06796633406, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.425, "fast_rcnn/fg_cls_accuracy": 0.575, "iteration": 61159, "loss_box_reg": 0.011804378096712753, "loss_cls": 0.04903379047755152, "loss_rpn_cls": 0.0010462990345558865, "loss_rpn_loc": 0.0028382210330164526, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5356553676538169, "total_loss": 0.06523208502096622}
{"data_time": 0.003809422254562378, "eta_seconds": 96764.41573909647, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.37, "fast_rcnn/fg_cls_accuracy": 0.6168181818181818, "iteration": 61179, "loss_box_reg": 0.01202850160188973, "loss_cls": 0.048787499486934394, "loss_rpn_cls": 0.0014111132941252436, "loss_rpn_loc": 0.00295102254676749, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.540460990741849, "total_loss": 0.06776872761673758}
{"data_time": 0.003835758427157998, "eta_seconds": 96753.59325004439, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.49609756097560975, "fast_rcnn/fg_cls_accuracy": 0.5039024390243902, "iteration": 61199, "loss_box_reg": 0.012791210348950699, "loss_cls": 0.051918753422796726, "loss_rpn_cls": 0.0009617929449632356, "loss_rpn_loc": 0.003201476953108795, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389450055081397, "total_loss": 0.07040711506175512}
{"data_time": 0.004036694066599011, "eta_seconds": 96742.77076099231, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.27466555183946484, "fast_rcnn/fg_cls_accuracy": 0.725334448160535, "iteration": 61219, "loss_box_reg": 0.011970527557423338, "loss_cls": 0.04907337005715817, "loss_rpn_cls": 0.0012415710624509302, "loss_rpn_loc": 0.0030785541093791835, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5460964676458389, "total_loss": 0.06575953205208407}
{"data_time": 0.003933164058253169, "eta_seconds": 96759.54568433831, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.27477134146341464, "fast_rcnn/fg_cls_accuracy": 0.7214092140921409, "iteration": 61239, "loss_box_reg": 0.011376890412066132, "loss_cls": 0.04754289862466976, "loss_rpn_cls": 0.0008190325852410751, "loss_rpn_loc": 0.002802193586830981, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5424323223996907, "total_loss": 0.06288898517470898}
{"data_time": 0.003899462055414915, "eta_seconds": 96732.39196176222, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46785714285714286, "fast_rcnn/fg_cls_accuracy": 0.5321428571428571, "iteration": 61259, "loss_box_reg": 0.012249993946170434, "loss_cls": 0.05113176442682743, "loss_rpn_cls": 0.0011849463353428291, "loss_rpn_loc": 0.0030749822180951014, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5429114468861371, "total_loss": 0.07031657396032642}
{"data_time": 0.004349990980699658, "eta_seconds": 96710.30329383607, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.34615384615384615, "fast_rcnn/fg_cls_accuracy": 0.6538461538461539, "iteration": 61279, "loss_box_reg": 0.011348533909767866, "loss_cls": 0.050670515513047576, "loss_rpn_cls": 0.00120761631529831, "loss_rpn_loc": 0.002946285698271822, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433768697548658, "total_loss": 0.06672821013899011}
{"data_time": 0.0040388875640928745, "eta_seconds": 96699.48080478399, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3630952380952381, "fast_rcnn/fg_cls_accuracy": 0.6240842490842491, "iteration": 61299, "loss_box_reg": 0.012229716230649501, "loss_cls": 0.049066808831412345, "loss_rpn_cls": 0.001210316665492428, "loss_rpn_loc": 0.0033400070387870073, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5388300765771419, "total_loss": 0.06748171752656162}
{"data_time": 0.003972488455474377, "eta_seconds": 96716.24337760056, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3453416149068323, "fast_rcnn/fg_cls_accuracy": 0.6546583850931678, "iteration": 61319, "loss_box_reg": 0.013377919851336628, "loss_cls": 0.05146993591915816, "loss_rpn_cls": 0.0013284697709536886, "loss_rpn_loc": 0.0029363634530454874, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365242420230061, "total_loss": 0.06966585128714087}
{"data_time": 0.004140391247346997, "eta_seconds": 96730.16534568183, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41044207317073167, "fast_rcnn/fg_cls_accuracy": 0.5895579268292683, "iteration": 61339, "loss_box_reg": 0.013505130889825523, "loss_cls": 0.04946885665412992, "loss_rpn_cls": 0.0016487791712620492, "loss_rpn_loc": 0.003214318276150152, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374850130174309, "total_loss": 0.07120034815443432}
{"data_time": 0.003977893618866801, "eta_seconds": 96719.33699866198, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4417344173441734, "fast_rcnn/fg_cls_accuracy": 0.5396825396825398, "iteration": 61359, "loss_box_reg": 0.012316297448705882, "loss_cls": 0.050485785119235516, "loss_rpn_cls": 0.00111751936174187, "loss_rpn_loc": 0.002583123674412491, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5386973023414612, "total_loss": 0.0670972903898246}
{"data_time": 0.004064950160682201, "eta_seconds": 96708.50865164213, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4294117647058824, "fast_rcnn/fg_cls_accuracy": 0.5705882352941176, "iteration": 61379, "loss_box_reg": 0.01289299174095504, "loss_cls": 0.05132664309348911, "loss_rpn_cls": 0.0014550787865346138, "loss_rpn_loc": 0.0035284081459394656, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5454824122134596, "total_loss": 0.06893656692852801}
{"data_time": 0.004027676535770297, "eta_seconds": 96752.1048723741, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.46335447498238197, "fast_rcnn/fg_cls_accuracy": 0.5366455250176181, "iteration": 61399, "loss_box_reg": 0.012979469582205638, "loss_cls": 0.04865110502578318, "loss_rpn_cls": 0.0011319334658992375, "loss_rpn_loc": 0.0037325811317714397, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5437931411433965, "total_loss": 0.06575100977335069}
{"data_time": 0.0040378880221396685, "eta_seconds": 96789.49739747518, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2943655723158829, "fast_rcnn/fg_cls_accuracy": 0.6396217023394724, "iteration": 61419, "loss_box_reg": 0.01244619389763102, "loss_cls": 0.04929015669040382, "loss_rpn_cls": 0.0015041111703339993, "loss_rpn_loc": 0.0034643538929231, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386451673693955, "total_loss": 0.06655885256662941}
{"data_time": 0.004347923910245299, "eta_seconds": 96778.65755478223, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34591194968553457, "fast_rcnn/fg_cls_accuracy": 0.6394444444444445, "iteration": 61439, "loss_box_reg": 0.012048675038386136, "loss_cls": 0.04747794009745121, "loss_rpn_cls": 0.0019026585841857013, "loss_rpn_loc": 0.0036435814308788395, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5377796874381602, "total_loss": 0.0678340554566148}
{"data_time": 0.003907821839675307, "eta_seconds": 96686.44870493258, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5423925667828107, "fast_rcnn/fg_cls_accuracy": 0.45760743321718933, "iteration": 61459, "loss_box_reg": 0.012719717837171629, "loss_cls": 0.049344897823175415, "loss_rpn_cls": 0.001059441802681249, "loss_rpn_loc": 0.0039051310523063876, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5364224156364799, "total_loss": 0.06795261849680401}
{"data_time": 0.003953685285523534, "eta_seconds": 96675.61797712161, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3714733542319749, "fast_rcnn/fg_cls_accuracy": 0.6285266457680251, "iteration": 61479, "loss_box_reg": 0.011620849749306217, "loss_cls": 0.04919986263848841, "loss_rpn_cls": 0.0012394070439540883, "loss_rpn_loc": 0.0032904493673413526, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442343256436288, "total_loss": 0.06770689267386842}
{"data_time": 0.004122203215956688, "eta_seconds": 96697.93266456318, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2770034843205575, "fast_rcnn/fg_cls_accuracy": 0.6786608260325406, "iteration": 61499, "loss_box_reg": 0.012089400668628514, "loss_cls": 0.051886772736907005, "loss_rpn_cls": 0.0012209984531068585, "loss_rpn_loc": 0.0027089516079286113, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5417280369438231, "total_loss": 0.06881257851784994}
{"data_time": 0.003991994541138411, "eta_seconds": 96673.71732366527, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4557971014492754, "fast_rcnn/fg_cls_accuracy": 0.5161887141535615, "iteration": 61519, "loss_box_reg": 0.011363709869328886, "loss_cls": 0.04555467248428613, "loss_rpn_cls": 0.0007798225686315163, "loss_rpn_loc": 0.0028542626914713765, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5439121203962713, "total_loss": 0.06291255103383264}
{"data_time": 0.004064328968524933, "eta_seconds": 96676.26378143881, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.40100430416068866, "fast_rcnn/fg_cls_accuracy": 0.5761689291101055, "iteration": 61539, "loss_box_reg": 0.012306542077567428, "loss_cls": 0.049879502737894654, "loss_rpn_cls": 0.0013068705999899066, "loss_rpn_loc": 0.0031986232643248513, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5435992970596999, "total_loss": 0.06779622591648149}
{"data_time": 0.00413147802464664, "eta_seconds": 96707.1247339882, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 61559, "loss_box_reg": 0.012068030249793082, "loss_cls": 0.05048092524521053, "loss_rpn_cls": 0.0013706120579399794, "loss_rpn_loc": 0.003822639180725673, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438825788442045, "total_loss": 0.06809946001408207}
{"data_time": 0.0042036548256874084, "eta_seconds": 96739.74614849733, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.6805555555555556, "iteration": 61579, "loss_box_reg": 0.012614484905498102, "loss_cls": 0.05057153868256137, "loss_rpn_cls": 0.0010256061455038434, "loss_rpn_loc": 0.003196665580617264, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5447949469089508, "total_loss": 0.07098641651145954}
{"data_time": 0.0036372877657413483, "eta_seconds": 96728.90216195444, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4861111111111111, "fast_rcnn/fg_cls_accuracy": 0.5138888888888888, "iteration": 61599, "loss_box_reg": 0.011479035660158843, "loss_cls": 0.04863545938860625, "loss_rpn_cls": 0.0013424192429738468, "loss_rpn_loc": 0.0027260834503977094, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5356441522017121, "total_loss": 0.0656484090898175}
{"data_time": 0.004226623103022575, "eta_seconds": 96718.05817541154, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4379487179487179, "fast_rcnn/fg_cls_accuracy": 0.5620512820512821, "iteration": 61619, "loss_box_reg": 0.011168275435920805, "loss_cls": 0.04759397584712133, "loss_rpn_cls": 0.0008516653595052048, "loss_rpn_loc": 0.003917953763448168, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537136415252462, "total_loss": 0.06445583243828423}
{"data_time": 0.0037371378857642412, "eta_seconds": 96703.85341845686, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3282647584973166, "fast_rcnn/fg_cls_accuracy": 0.6717352415026834, "iteration": 61639, "loss_box_reg": 0.01450124493567273, "loss_cls": 0.04994550545234233, "loss_rpn_cls": 0.0014474051100705765, "loss_rpn_loc": 0.0033175167918670923, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5350199046079069, "total_loss": 0.0688688891153788}
{"data_time": 0.003884820966050029, "eta_seconds": 96693.00980876433, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3924903722721438, "fast_rcnn/fg_cls_accuracy": 0.6075096277278562, "iteration": 61659, "loss_box_reg": 0.011534191173268482, "loss_cls": 0.049136697372887284, "loss_rpn_cls": 0.0011180877290826174, "loss_rpn_loc": 0.0026658162896637805, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431184540502727, "total_loss": 0.06352623794444412}
{"data_time": 0.00409723655320704, "eta_seconds": 96685.52621578285, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4063390313390313, "fast_rcnn/fg_cls_accuracy": 0.5936609686609686, "iteration": 61679, "loss_box_reg": 0.012040607951348647, "loss_cls": 0.049644511891528964, "loss_rpn_cls": 0.0010148092850954527, "loss_rpn_loc": 0.002588819643278839, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5464278822764754, "total_loss": 0.06605812280770351}
{"data_time": 0.004047240596264601, "eta_seconds": 96683.75871179509, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31875, "fast_rcnn/fg_cls_accuracy": 0.68125, "iteration": 61699, "loss_box_reg": 0.011920887714950368, "loss_cls": 0.04693112301174551, "loss_rpn_cls": 0.0008985352337731456, "loss_rpn_loc": 0.0029197458425187506, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5467777505982667, "total_loss": 0.06313599630220779}
{"data_time": 0.0041387800592929125, "eta_seconds": 96688.00465493719, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37924528301886795, "fast_rcnn/fg_cls_accuracy": 0.620754716981132, "iteration": 61719, "loss_box_reg": 0.01203586146584712, "loss_cls": 0.04861436237115413, "loss_rpn_cls": 0.0014106330550021084, "loss_rpn_loc": 0.0036143516153970268, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362414491828531, "total_loss": 0.06511867335726151}
{"data_time": 0.00403536157682538, "eta_seconds": 96698.14219686645, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3803656597774245, "fast_rcnn/fg_cls_accuracy": 0.6196343402225755, "iteration": 61739, "loss_box_reg": 0.012203798280097544, "loss_cls": 0.049815925071015954, "loss_rpn_cls": 0.0014460328915788523, "loss_rpn_loc": 0.0032916037744143978, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5441926356870681, "total_loss": 0.06634184551478484}
{"data_time": 0.004021912347525358, "eta_seconds": 96689.55808863416, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3449656750572082, "fast_rcnn/fg_cls_accuracy": 0.6318840579710145, "iteration": 61759, "loss_box_reg": 0.012566665885969996, "loss_cls": 0.05204042367404327, "loss_rpn_cls": 0.0013144120575816487, "loss_rpn_loc": 0.0025207511062035337, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.544275579508394, "total_loss": 0.07234182697357028}
{"data_time": 0.004107188666239381, "eta_seconds": 96665.63045670278, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.42678571428571427, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 61779, "loss_box_reg": 0.012119037099182606, "loss_cls": 0.0486306655802764, "loss_rpn_cls": 0.0013066386613331815, "loss_rpn_loc": 0.003264015078457305, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5532422692049295, "total_loss": 0.06373752299242597}
{"data_time": 0.004348868736997247, "eta_seconds": 96661.98228394729, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5540372670807453, "fast_rcnn/fg_cls_accuracy": 0.44596273291925465, "iteration": 61799, "loss_box_reg": 0.01227018388453871, "loss_cls": 0.04992888169363141, "loss_rpn_cls": 0.001214744519074884, "loss_rpn_loc": 0.003968553792219609, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5472519481554627, "total_loss": 0.0675256430238278}
{"data_time": 0.003906083991751075, "eta_seconds": 96651.1336374993, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3125, "fast_rcnn/fg_cls_accuracy": 0.6666666666666667, "iteration": 61819, "loss_box_reg": 0.01259412951185368, "loss_cls": 0.050536803144495934, "loss_rpn_cls": 0.0007712665012604702, "loss_rpn_loc": 0.002527305477997288, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5320249395444989, "total_loss": 0.06596141103364062}
{"data_time": 0.0037428427021950483, "eta_seconds": 96640.2849910513, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3612938596491228, "fast_rcnn/fg_cls_accuracy": 0.6282894736842105, "iteration": 61839, "loss_box_reg": 0.011354790185578167, "loss_cls": 0.047581242746673524, "loss_rpn_cls": 0.0009368855936884302, "loss_rpn_loc": 0.0031341003923444077, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5474637697916478, "total_loss": 0.06437827898963633}
{"data_time": 0.004030172014608979, "eta_seconds": 96638.71360035124, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4327485380116959, "fast_rcnn/fg_cls_accuracy": 0.5543735224586288, "iteration": 61859, "loss_box_reg": 0.011730027559679002, "loss_cls": 0.04816984769422561, "loss_rpn_cls": 0.0015706557478551986, "loss_rpn_loc": 0.0029306965734576806, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5435753844212741, "total_loss": 0.06428381291266305}
{"data_time": 0.003803675528615713, "eta_seconds": 96649.32270036708, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.36324786324786323, "fast_rcnn/fg_cls_accuracy": 0.575075075075075, "iteration": 61879, "loss_box_reg": 0.012695131765212864, "loss_cls": 0.05002504668664187, "loss_rpn_cls": 0.001389536266685809, "loss_rpn_loc": 0.0027355713973520324, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5407820029649884, "total_loss": 0.06578940947110823}
{"data_time": 0.003946185810491443, "eta_seconds": 96622.5844118013, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 61899, "loss_box_reg": 0.012576540582813323, "loss_cls": 0.0540628619492054, "loss_rpn_cls": 0.001058515010129213, "loss_rpn_loc": 0.0029250126099213958, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5444833126384765, "total_loss": 0.0711289009580014}
{"data_time": 0.004218308953568339, "eta_seconds": 96627.61850542086, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.30582232893157263, "fast_rcnn/fg_cls_accuracy": 0.6820861678004535, "iteration": 61919, "loss_box_reg": 0.011688718950608745, "loss_cls": 0.04948508704546839, "loss_rpn_cls": 0.0012191265529963857, "loss_rpn_loc": 0.002502312658180017, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5420935347210616, "total_loss": 0.06519943280454754}
{"data_time": 0.00429953564889729, "eta_seconds": 96595.31484830636, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3572488866897575, "fast_rcnn/fg_cls_accuracy": 0.5964432284541723, "iteration": 61939, "loss_box_reg": 0.011519190593389794, "loss_cls": 0.049717098474502563, "loss_rpn_cls": 0.001102902810202977, "loss_rpn_loc": 0.003136855171760544, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5328725725412369, "total_loss": 0.06427128219621636}
{"data_time": 0.0037666908465325832, "eta_seconds": 96567.99991101958, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4403508771929825, "fast_rcnn/fg_cls_accuracy": 0.5596491228070175, "iteration": 61959, "loss_box_reg": 0.011173422157298774, "loss_cls": 0.05023656931007281, "loss_rpn_cls": 0.0015033385404876753, "loss_rpn_loc": 0.0029547597441705875, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535805186489597, "total_loss": 0.06679581094078912}
{"data_time": 0.004127569030970335, "eta_seconds": 96573.61547228391, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.45751633986928103, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 61979, "loss_box_reg": 0.012272664782358333, "loss_cls": 0.049242603417951614, "loss_rpn_cls": 0.0008370692389689793, "loss_rpn_loc": 0.002946728032839019, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5417353555094451, "total_loss": 0.06507087901309205}
{"data_time": 0.0037278695963323116, "eta_seconds": 96559.3664158918, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5015766653527789, "fast_rcnn/fg_cls_accuracy": 0.4984233346472211, "iteration": 61999, "loss_box_reg": 0.01283166542998515, "loss_cls": 0.05003559624310583, "loss_rpn_cls": 0.0011779231590480777, "loss_rpn_loc": 0.003102486280113226, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5409956274088472, "total_loss": 0.06734958254818935}
{"data_time": 0.004058698425069451, "eta_seconds": 96542.64717301936, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.4246411483253588, "fast_rcnn/fg_cls_accuracy": 0.5366161616161615, "iteration": 62019, "loss_box_reg": 0.011979524337220937, "loss_cls": 0.05088500736746937, "loss_rpn_cls": 0.0009881878112310005, "loss_rpn_loc": 0.002839106644387357, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.543134315405041, "total_loss": 0.06453880841297632}
{"data_time": 0.003762217704206705, "eta_seconds": 96524.6085573826, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 62039, "loss_box_reg": 0.012284109165193513, "loss_cls": 0.04827008303254843, "loss_rpn_cls": 0.0014509411889775947, "loss_rpn_loc": 0.003507575220282888, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423657370265573, "total_loss": 0.06601682702330436}
{"data_time": 0.004112087422981858, "eta_seconds": 96510.23828894808, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4168421052631579, "fast_rcnn/fg_cls_accuracy": 0.5831578947368421, "iteration": 62059, "loss_box_reg": 0.011915174982277676, "loss_cls": 0.04807865456677973, "loss_rpn_cls": 0.001178699466663602, "loss_rpn_loc": 0.0031705219407740515, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384218615945429, "total_loss": 0.06426030112424996}
{"data_time": 0.004019135842099786, "eta_seconds": 96510.10123367538, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45695695695695693, "fast_rcnn/fg_cls_accuracy": 0.5430430430430431, "iteration": 62079, "loss_box_reg": 0.010690096591133624, "loss_cls": 0.04922545573208481, "loss_rpn_cls": 0.0009318242281892708, "loss_rpn_loc": 0.0032543583947699517, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443800934590399, "total_loss": 0.06456101464243602}
{"data_time": 0.00365068088285625, "eta_seconds": 96505.11988558248, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4632142857142857, "fast_rcnn/fg_cls_accuracy": 0.5367857142857143, "iteration": 62099, "loss_box_reg": 0.011754908948205411, "loss_cls": 0.04898424388375133, "loss_rpn_cls": 0.001397156547909617, "loss_rpn_loc": 0.0032464976648043375, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5451558213680983, "total_loss": 0.06720262438079772}
{"data_time": 0.003935215761885047, "eta_seconds": 96494.27057952061, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3090185676392573, "fast_rcnn/fg_cls_accuracy": 0.6909814323607427, "iteration": 62119, "loss_box_reg": 0.011559768434381112, "loss_cls": 0.04811858688481152, "loss_rpn_cls": 0.0012337510252109496, "loss_rpn_loc": 0.0035805563111352967, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5380858262069523, "total_loss": 0.06529631262344537}
{"data_time": 0.0037490108516067266, "eta_seconds": 96477.5552943314, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4248447204968944, "fast_rcnn/fg_cls_accuracy": 0.5751552795031056, "iteration": 62139, "loss_box_reg": 0.011809100717073306, "loss_cls": 0.049593944335356355, "loss_rpn_cls": 0.0013279616004524541, "loss_rpn_loc": 0.003333244279929204, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5411376117262989, "total_loss": 0.06772338073039919}
{"data_time": 0.0037093432620167732, "eta_seconds": 96466.7066478834, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4318181818181818, "fast_rcnn/fg_cls_accuracy": 0.5681818181818181, "iteration": 62159, "loss_box_reg": 0.011993887019343674, "loss_cls": 0.05191831314004958, "loss_rpn_cls": 0.0009580083489026947, "loss_rpn_loc": 0.0030796395294601098, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355027383193374, "total_loss": 0.06917819530917768}
{"data_time": 0.003752246033400297, "eta_seconds": 96441.40926238615, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2712954747116238, "fast_rcnn/fg_cls_accuracy": 0.695578231292517, "iteration": 62179, "loss_box_reg": 0.011238994833547622, "loss_cls": 0.0471662754425779, "loss_rpn_cls": 0.0008111684667255759, "loss_rpn_loc": 0.003199167284037685, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407643467187881, "total_loss": 0.06436028326754695}
{"data_time": 0.0039321209769696, "eta_seconds": 96430.5622410262, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.6230705047976637, "fast_rcnn/fg_cls_accuracy": 0.37692949520233626, "iteration": 62199, "loss_box_reg": 0.012633181409910321, "loss_cls": 0.05013596446951851, "loss_rpn_cls": 0.0020006234689731173, "loss_rpn_loc": 0.0028932526511198375, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404080953449011, "total_loss": 0.06965165907172377}
{"data_time": 0.004278240958228707, "eta_seconds": 96419.71521966625, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4030797101449275, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 62219, "loss_box_reg": 0.012999122322071344, "loss_cls": 0.04826075193705037, "loss_rpn_cls": 0.0016608620226179482, "loss_rpn_loc": 0.0027224322548136115, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5444516579154879, "total_loss": 0.06480917357623639}
{"data_time": 0.003768522059544921, "eta_seconds": 96408.8681983063, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32291666666666663, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 62239, "loss_box_reg": 0.011891369998920709, "loss_cls": 0.04966398794203997, "loss_rpn_cls": 0.0012375720708632798, "loss_rpn_loc": 0.0031462065198866185, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443297848105431, "total_loss": 0.06667483136112651}
{"data_time": 0.004056188045069575, "eta_seconds": 96398.02117694635, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4392857142857143, "fast_rcnn/fg_cls_accuracy": 0.525, "iteration": 62259, "loss_box_reg": 0.01138357975287363, "loss_cls": 0.04733520618174225, "loss_rpn_cls": 0.0014453657020112587, "loss_rpn_loc": 0.002183736505685374, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423385954927653, "total_loss": 0.0642179620870138}
{"data_time": 0.004384225467219949, "eta_seconds": 96392.00609327131, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5333333333333333, "iteration": 62279, "loss_box_reg": 0.011903362930752337, "loss_cls": 0.046741646132431924, "loss_rpn_cls": 0.0015893870961463108, "loss_rpn_loc": 0.003045028177439235, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5451145127881318, "total_loss": 0.06541629178980202}
{"data_time": 0.0042140178848057985, "eta_seconds": 96384.37074125069, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3252262443438914, "fast_rcnn/fg_cls_accuracy": 0.6698717948717949, "iteration": 62299, "loss_box_reg": 0.012678678962402046, "loss_cls": 0.04794006492011249, "loss_rpn_cls": 0.0016464955639321488, "loss_rpn_loc": 0.0038113921946205664, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443036765791476, "total_loss": 0.06652432325245172}
{"data_time": 0.004090874223038554, "eta_seconds": 96373.52281459398, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3891843971631206, "fast_rcnn/fg_cls_accuracy": 0.5608974358974359, "iteration": 62319, "loss_box_reg": 0.01172861858503893, "loss_cls": 0.04767778067616746, "loss_rpn_cls": 0.0010030722418719051, "loss_rpn_loc": 0.003057728725252673, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.541188613511622, "total_loss": 0.06637734967819142}
{"data_time": 0.004052364267408848, "eta_seconds": 96340.6407024276, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.32466216216216215, "fast_rcnn/fg_cls_accuracy": 0.6753378378378379, "iteration": 62339, "loss_box_reg": 0.01273480843519792, "loss_cls": 0.04707208834588528, "loss_rpn_cls": 0.0005507857467819122, "loss_rpn_loc": 0.002873765268304851, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5358361420221627, "total_loss": 0.06498195413018948}
{"data_time": 0.0038480889052152634, "eta_seconds": 96305.92980235326, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.376890756302521, "fast_rcnn/fg_cls_accuracy": 0.5697343453510437, "iteration": 62359, "loss_box_reg": 0.012854105385486037, "loss_cls": 0.05126668722368777, "loss_rpn_cls": 0.0011236888388452826, "loss_rpn_loc": 0.003312776705570286, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5329209903720766, "total_loss": 0.07004456328445485}
{"data_time": 0.003939966671168804, "eta_seconds": 96213.31938922754, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.47058823529411764, "fast_rcnn/fg_cls_accuracy": 0.5294117647058824, "iteration": 62379, "loss_box_reg": 0.011247068643569946, "loss_cls": 0.049117919988930225, "loss_rpn_cls": 0.0013972584544035271, "loss_rpn_loc": 0.00313770470165764, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5386301272083074, "total_loss": 0.06777005476192244}
{"data_time": 0.004132664995267987, "eta_seconds": 96185.84224291588, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4161616161616162, "fast_rcnn/fg_cls_accuracy": 0.5696022727272727, "iteration": 62399, "loss_box_reg": 0.011825599969597533, "loss_cls": 0.048935582977719605, "loss_rpn_cls": 0.0015667304629118917, "loss_rpn_loc": 0.003495273795124376, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5449409266002476, "total_loss": 0.06673769199841217}
{"data_time": 0.003918858943507075, "eta_seconds": 96205.82947564404, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 62419, "loss_box_reg": 0.012176415068097413, "loss_cls": 0.047548766364343464, "loss_rpn_cls": 0.0009065607162028755, "loss_rpn_loc": 0.0027988615329377353, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5501890829764307, "total_loss": 0.06674657216080959}
{"data_time": 0.004128823522478342, "eta_seconds": 96194.99432667252, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34692513368983957, "fast_rcnn/fg_cls_accuracy": 0.6312217194570136, "iteration": 62439, "loss_box_reg": 0.011703576368745416, "loss_cls": 0.04777317284606397, "loss_rpn_cls": 0.001038337948557455, "loss_rpn_loc": 0.002732024648139486, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5365915554575622, "total_loss": 0.0671069106023765}
{"data_time": 0.004284788388758898, "eta_seconds": 96249.1071049464, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4258064516129032, "fast_rcnn/fg_cls_accuracy": 0.5741935483870968, "iteration": 62459, "loss_box_reg": 0.011664506455417722, "loss_cls": 0.048512945882976055, "loss_rpn_cls": 0.0012212164726861374, "loss_rpn_loc": 0.0031336296124209184, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5459267850965261, "total_loss": 0.06403567932363785}
{"data_time": 0.004346722736954689, "eta_seconds": 96245.65585193457, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.255, "fast_rcnn/fg_cls_accuracy": 0.7213513513513514, "iteration": 62479, "loss_box_reg": 0.012998100894037634, "loss_cls": 0.050287941470742226, "loss_rpn_cls": 0.0014286356522461574, "loss_rpn_loc": 0.002465215558913769, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5505309661384672, "total_loss": 0.0676339087792428}
{"data_time": 0.0037330128252506256, "eta_seconds": 96234.81255386258, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3557312252964427, "fast_rcnn/fg_cls_accuracy": 0.6442687747035574, "iteration": 62499, "loss_box_reg": 0.011745825264370069, "loss_cls": 0.04949624394066632, "loss_rpn_cls": 0.0012940485410695146, "loss_rpn_loc": 0.0030711301133123925, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331805711612105, "total_loss": 0.06560286665376225}
{"data_time": 0.0037097109016031027, "eta_seconds": 96201.96689885156, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4894690653795524, "fast_rcnn/fg_cls_accuracy": 0.5105309346204476, "iteration": 62519, "loss_box_reg": 0.012042608606861904, "loss_cls": 0.05313202925026417, "loss_rpn_cls": 0.0010759557402479913, "loss_rpn_loc": 0.002940550104540307, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5359113283921033, "total_loss": 0.07174136041629708}
{"data_time": 0.0042768430430442095, "eta_seconds": 96157.87752736127, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4049066435084672, "fast_rcnn/fg_cls_accuracy": 0.5528061224489795, "iteration": 62539, "loss_box_reg": 0.012223314784932882, "loss_cls": 0.04962379846256226, "loss_rpn_cls": 0.0012593535908536069, "loss_rpn_loc": 0.003081044338614447, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5346292464528233, "total_loss": 0.06808677060530499}
{"data_time": 0.004650737624615431, "eta_seconds": 96149.47441128641, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.22408026755852845, "fast_rcnn/fg_cls_accuracy": 0.7759197324414716, "iteration": 62559, "loss_box_reg": 0.011367565079126507, "loss_cls": 0.04787806322565302, "loss_rpn_cls": 0.0006989180628806935, "loss_rpn_loc": 0.0032157937584997853, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5452496118377894, "total_loss": 0.0627664813187323}
{"data_time": 0.00391085771843791, "eta_seconds": 96119.14828387182, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.48686679174484054, "fast_rcnn/fg_cls_accuracy": 0.5131332082551594, "iteration": 62579, "loss_box_reg": 0.012167911801952869, "loss_cls": 0.05062605062266812, "loss_rpn_cls": 0.0015388234155579994, "loss_rpn_loc": 0.0031290145016100723, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5427699699066579, "total_loss": 0.06843029935305367}
{"data_time": 0.003938740584999323, "eta_seconds": 96108.3131349003, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40565565565565564, "fast_rcnn/fg_cls_accuracy": 0.5702702702702702, "iteration": 62599, "loss_box_reg": 0.01259333867346868, "loss_cls": 0.049900423851795495, "loss_rpn_cls": 0.0012922733567393152, "loss_rpn_loc": 0.0030214472571969964, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392292710021138, "total_loss": 0.0671017717045288}
{"data_time": 0.004378635436296463, "eta_seconds": 96112.32672651764, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3579545454545454, "fast_rcnn/fg_cls_accuracy": 0.6420454545454546, "iteration": 62619, "loss_box_reg": 0.011003642430296168, "loss_cls": 0.04709413286764175, "loss_rpn_cls": 0.001175286974557821, "loss_rpn_loc": 0.0030805172718828544, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5462300362996757, "total_loss": 0.06258559719617551}
{"data_time": 0.0041817850433290005, "eta_seconds": 96099.05704523111, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.29516129032258065, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 62639, "loss_box_reg": 0.013079237251076847, "loss_cls": 0.05007609468884766, "loss_rpn_cls": 0.0013778892405298393, "loss_rpn_loc": 0.003761210922675673, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402524273376912, "total_loss": 0.06913729109132305}
{"data_time": 0.003894624998793006, "eta_seconds": 96075.80768798571, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4736842105263158, "fast_rcnn/fg_cls_accuracy": 0.513157894736842, "iteration": 62659, "loss_box_reg": 0.011361475219018757, "loss_cls": 0.04897299106232822, "loss_rpn_cls": 0.0014987986180585722, "loss_rpn_loc": 0.002579779491497902, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5324595056008548, "total_loss": 0.06423511437628804}
{"data_time": 0.0037648784928023815, "eta_seconds": 96012.4225341361, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3426916221033868, "fast_rcnn/fg_cls_accuracy": 0.6573083778966132, "iteration": 62679, "loss_box_reg": 0.011702233401592821, "loss_cls": 0.04896022018510848, "loss_rpn_cls": 0.0010271291205299349, "loss_rpn_loc": 0.0035786933076451533, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5349575786385685, "total_loss": 0.06582190229801199}
{"data_time": 0.004170944914221764, "eta_seconds": 95982.39697878552, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32287644787644787, "fast_rcnn/fg_cls_accuracy": 0.6771235521235521, "iteration": 62699, "loss_box_reg": 0.013119512470439076, "loss_cls": 0.04894137516384944, "loss_rpn_cls": 0.0008449400575045729, "loss_rpn_loc": 0.002459483534039464, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5404709791764617, "total_loss": 0.06478186298051014}
{"data_time": 0.004017525585368276, "eta_seconds": 95990.76409040205, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3732142857142857, "fast_rcnn/fg_cls_accuracy": 0.6267857142857143, "iteration": 62719, "loss_box_reg": 0.012131437251809984, "loss_cls": 0.04948443337343633, "loss_rpn_cls": 0.001555501167104012, "loss_rpn_loc": 0.0024150441495294217, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5429137353785336, "total_loss": 0.06728124292698112}
{"data_time": 0.004029990406706929, "eta_seconds": 95973.95285235392, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.34834558823529416, "fast_rcnn/fg_cls_accuracy": 0.6516544117647058, "iteration": 62739, "loss_box_reg": 0.0117984039534349, "loss_cls": 0.05020731658441946, "loss_rpn_cls": 0.0009158278772929407, "loss_rpn_loc": 0.0031491282461502124, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5412704765331, "total_loss": 0.06750540270377314}
{"data_time": 0.003647008677944541, "eta_seconds": 95949.91580936895, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.47058823529411764, "fast_rcnn/fg_cls_accuracy": 0.5294117647058824, "iteration": 62759, "loss_box_reg": 0.011937012517591938, "loss_cls": 0.04667617450468242, "loss_rpn_cls": 0.0011473116351226054, "loss_rpn_loc": 0.003598487401177408, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457185464911163, "total_loss": 0.06615875258410142}
{"data_time": 0.004153010901063681, "eta_seconds": 95904.80759609165, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.3735632183908046, "fast_rcnn/fg_cls_accuracy": 0.5885579937304075, "iteration": 62779, "loss_box_reg": 0.01217404258204624, "loss_cls": 0.04987359757069498, "loss_rpn_cls": 0.001145540097581943, "loss_rpn_loc": 0.0030744204705115408, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5428869789466262, "total_loss": 0.0674824152142719}
{"data_time": 0.0039014932699501514, "eta_seconds": 95830.4496715595, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38247508305647837, "fast_rcnn/fg_cls_accuracy": 0.5892857142857142, "iteration": 62799, "loss_box_reg": 0.011675153189571574, "loss_cls": 0.0499882847070694, "loss_rpn_cls": 0.001520227296396115, "loss_rpn_loc": 0.0028607241802092176, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54024145193398, "total_loss": 0.06695640572092998}
{"data_time": 0.0038168933242559433, "eta_seconds": 95859.55995419016, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.45472972972972975, "fast_rcnn/fg_cls_accuracy": 0.5452702702702703, "iteration": 62819, "loss_box_reg": 0.01115416211541742, "loss_cls": 0.04613369458820671, "loss_rpn_cls": 0.0011037044565682663, "loss_rpn_loc": 0.003270362110924907, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405460235197097, "total_loss": 0.06276513192426592}
{"data_time": 0.003747413167729974, "eta_seconds": 95872.33803291479, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4590254706533776, "fast_rcnn/fg_cls_accuracy": 0.5409745293466224, "iteration": 62839, "loss_box_reg": 0.011049263761378825, "loss_cls": 0.04992080223746598, "loss_rpn_cls": 0.001195768327534097, "loss_rpn_loc": 0.0036813486731261946, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5438089224044234, "total_loss": 0.0657161394257173}
{"data_time": 0.004481530515477061, "eta_seconds": 95837.91890690988, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.32857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 62859, "loss_box_reg": 0.011155994347063825, "loss_cls": 0.04528362903511152, "loss_rpn_cls": 0.0014980971045588376, "loss_rpn_loc": 0.00352460073918337, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388522068969905, "total_loss": 0.06284461264999663}
{"data_time": 0.004255342995747924, "eta_seconds": 95850.69165746355, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.5054945054945055, "fast_rcnn/fg_cls_accuracy": 0.49450549450549447, "iteration": 62879, "loss_box_reg": 0.01227604818996042, "loss_cls": 0.04884875111747533, "loss_rpn_cls": 0.00092503397010546, "loss_rpn_loc": 0.002752785523625789, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5445729144848883, "total_loss": 0.06643249696844578}
{"data_time": 0.003908170387148857, "eta_seconds": 95816.2778596296, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25583333333333336, "fast_rcnn/fg_cls_accuracy": 0.7441666666666666, "iteration": 62899, "loss_box_reg": 0.011988409940386191, "loss_cls": 0.04836244450416416, "loss_rpn_cls": 0.001050395608956478, "loss_rpn_loc": 0.003360535909450846, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5421780308242887, "total_loss": 0.0650146189524321}
{"data_time": 0.003873657900840044, "eta_seconds": 95764.44696067879, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.36734693877551017, "fast_rcnn/fg_cls_accuracy": 0.6326530612244898, "iteration": 62919, "loss_box_reg": 0.012841189425671473, "loss_cls": 0.048104753252118826, "loss_rpn_cls": 0.0011525418502742468, "loss_rpn_loc": 0.002716144208534388, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375343046616763, "total_loss": 0.06774642898187722}
{"data_time": 0.00351494993083179, "eta_seconds": 95753.63106885972, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6302083333333333, "iteration": 62939, "loss_box_reg": 0.012923805363243446, "loss_cls": 0.050393303856253624, "loss_rpn_cls": 0.0011440960989546056, "loss_rpn_loc": 0.0024911756845540367, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375612420029938, "total_loss": 0.0683483530927731}
{"data_time": 0.004057403886690736, "eta_seconds": 95743.92153713899, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.41276595744680855, "fast_rcnn/fg_cls_accuracy": 0.5372340425531915, "iteration": 62959, "loss_box_reg": 0.01237540174042806, "loss_cls": 0.050257275346666574, "loss_rpn_cls": 0.0007572181280011137, "loss_rpn_loc": 0.0027537712521734647, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5426709959283471, "total_loss": 0.06792556090800872}
{"data_time": 0.0039255679585039616, "eta_seconds": 95751.80410861876, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36535947712418304, "fast_rcnn/fg_cls_accuracy": 0.6110294117647059, "iteration": 62979, "loss_box_reg": 0.011507530696690083, "loss_cls": 0.05331858963472769, "loss_rpn_cls": 0.0009820985048918374, "loss_rpn_loc": 0.0030211301855160855, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5451084061060101, "total_loss": 0.0683238646722657}
{"data_time": 0.0042736169416457415, "eta_seconds": 95762.1752414289, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4502688172043011, "fast_rcnn/fg_cls_accuracy": 0.549731182795699, "iteration": 62999, "loss_box_reg": 0.01239552698098123, "loss_cls": 0.04820770357036963, "loss_rpn_cls": 0.0010549191329687346, "loss_rpn_loc": 0.0026557817218417767, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5423632140737027, "total_loss": 0.06513753241210907}
{"data_time": 0.0038243515882641077, "eta_seconds": 95751.35471778875, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.47246376811594204, "fast_rcnn/fg_cls_accuracy": 0.527536231884058, "iteration": 63019, "loss_box_reg": 0.013026452477788553, "loss_cls": 0.04894175799563527, "loss_rpn_cls": 0.0010609908883907337, "loss_rpn_loc": 0.002567149371316191, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541613936657086, "total_loss": 0.06708653572172807}
{"data_time": 0.0043914541602134705, "eta_seconds": 95719.3497204585, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2827635327635327, "fast_rcnn/fg_cls_accuracy": 0.6851851851851851, "iteration": 63039, "loss_box_reg": 0.011879465135280043, "loss_cls": 0.04665898677194491, "loss_rpn_cls": 0.0017436700251209913, "loss_rpn_loc": 0.002834477249052725, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5439109983853996, "total_loss": 0.06273710187576853}
{"data_time": 0.004422533558681607, "eta_seconds": 95729.71367050847, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4358974358974359, "fast_rcnn/fg_cls_accuracy": 0.5641025641025641, "iteration": 63059, "loss_box_reg": 0.01264606142649427, "loss_cls": 0.05104407877661288, "loss_rpn_cls": 0.0014784959894313943, "loss_rpn_loc": 0.003048286853299942, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5447564234491438, "total_loss": 0.0692563670780828}
{"data_time": 0.004119765944778919, "eta_seconds": 95718.89314686833, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.39181286549707606, "fast_rcnn/fg_cls_accuracy": 0.6081871345029239, "iteration": 63079, "loss_box_reg": 0.011526263609994203, "loss_cls": 0.04871988052036613, "loss_rpn_cls": 0.000836306071562376, "loss_rpn_loc": 0.0024544817279092968, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.542893472360447, "total_loss": 0.06381791415105909}
{"data_time": 0.004216118948534131, "eta_seconds": 95666.60197647172, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.4714587737843552, "fast_rcnn/fg_cls_accuracy": 0.5285412262156448, "iteration": 63099, "loss_box_reg": 0.011400423420127481, "loss_cls": 0.047422415344044566, "loss_rpn_cls": 0.0008284189534606412, "loss_rpn_loc": 0.0031551139836665243, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391944516450167, "total_loss": 0.06419686293475024}
{"data_time": 0.004188521066680551, "eta_seconds": 95656.28804248804, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.44334487877288475, "fast_rcnn/fg_cls_accuracy": 0.5566551212271154, "iteration": 63119, "loss_box_reg": 0.011485548922792077, "loss_cls": 0.049254404148086905, "loss_rpn_cls": 0.0010003171523891297, "loss_rpn_loc": 0.003227417288144352, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5418519545346498, "total_loss": 0.06647969119009645}
{"data_time": 0.0040432477835565805, "eta_seconds": 95645.47215066897, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3573454339194555, "fast_rcnn/fg_cls_accuracy": 0.6426545660805445, "iteration": 63139, "loss_box_reg": 0.011976315930951387, "loss_cls": 0.05101801123237237, "loss_rpn_cls": 0.0010427473234244644, "loss_rpn_loc": 0.0031936814593791496, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5395918868016452, "total_loss": 0.07058524972876512}
{"data_time": 0.00365223060362041, "eta_seconds": 95640.46166987135, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23750000000000002, "fast_rcnn/fg_cls_accuracy": 0.7625, "iteration": 63159, "loss_box_reg": 0.011624598759226501, "loss_cls": 0.04769694956485182, "loss_rpn_cls": 0.0015166975481122336, "loss_rpn_loc": 0.0028432438266463578, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450100235175341, "total_loss": 0.06519878546731661}
{"data_time": 0.0042001798283308744, "eta_seconds": 95787.46596151358, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 63179, "loss_box_reg": 0.012735765660181642, "loss_cls": 0.04849954636301845, "loss_rpn_cls": 0.0015320082443395222, "loss_rpn_loc": 0.0032751926410128362, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.550421837484464, "total_loss": 0.06687504788419574}
{"data_time": 0.003925262484699488, "eta_seconds": 95675.39791425201, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42857142857142855, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 63199, "loss_box_reg": 0.0120920391054824, "loss_cls": 0.04876397363841534, "loss_rpn_cls": 0.0009192582264176963, "loss_rpn_loc": 0.002364211450185394, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367555452976376, "total_loss": 0.06439155105749705}
{"data_time": 0.0038705214392393827, "eta_seconds": 95747.27856388246, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3607078039927405, "fast_rcnn/fg_cls_accuracy": 0.6220508166969148, "iteration": 63219, "loss_box_reg": 0.01127515037660487, "loss_cls": 0.049092252273112535, "loss_rpn_cls": 0.0008852615244450135, "loss_rpn_loc": 0.0036813499536947347, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5456387363374233, "total_loss": 0.06424365961424883}
{"data_time": 0.004110695095732808, "eta_seconds": 95653.75201905589, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 63239, "loss_box_reg": 0.012223178811836988, "loss_cls": 0.05017629556823522, "loss_rpn_cls": 0.0016436825877690353, "loss_rpn_loc": 0.00238663310665288, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5402154694311321, "total_loss": 0.0687073487389398}
{"data_time": 0.003854008624330163, "eta_seconds": 95642.92907145782, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.44522144522144524, "fast_rcnn/fg_cls_accuracy": 0.5547785547785548, "iteration": 63259, "loss_box_reg": 0.011655484209768474, "loss_cls": 0.05139661260182038, "loss_rpn_cls": 0.0014737677461198473, "loss_rpn_loc": 0.0034330516391491983, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.543824446387589, "total_loss": 0.06784809403097825}
{"data_time": 0.003850856563076377, "eta_seconds": 95575.56237954623, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43452380952380953, "fast_rcnn/fg_cls_accuracy": 0.5654761904761905, "iteration": 63279, "loss_box_reg": 0.011995050095720217, "loss_cls": 0.05022336752153933, "loss_rpn_cls": 0.0012651756396735436, "loss_rpn_loc": 0.0037014646659372374, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374986603856087, "total_loss": 0.06999442659127908}
{"data_time": 0.0040219491347670555, "eta_seconds": 95574.65128329233, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43669871794871795, "fast_rcnn/fg_cls_accuracy": 0.563301282051282, "iteration": 63299, "loss_box_reg": 0.010988171823555604, "loss_cls": 0.04618105525150895, "loss_rpn_cls": 0.0008627577203697001, "loss_rpn_loc": 0.0030759285073145293, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5438743270933628, "total_loss": 0.06344765333938085}
{"data_time": 0.0034930945839732885, "eta_seconds": 95553.92928277119, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35226480836236934, "fast_rcnn/fg_cls_accuracy": 0.635309973045822, "iteration": 63319, "loss_box_reg": 0.011314888834021986, "loss_cls": 0.04667755693662912, "loss_rpn_cls": 0.0013915267745687743, "loss_rpn_loc": 0.003334108907438349, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5365948860999197, "total_loss": 0.06380983059067091}
{"data_time": 0.0040354239754378796, "eta_seconds": 95599.63728106557, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5613095238095238, "fast_rcnn/fg_cls_accuracy": 0.4386904761904762, "iteration": 63339, "loss_box_reg": 0.012118091632146388, "loss_cls": 0.049685312842484564, "loss_rpn_cls": 0.0018251164066214187, "loss_rpn_loc": 0.00230194612959167, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389070059172809, "total_loss": 0.06676887343215299}
{"data_time": 0.004169765627011657, "eta_seconds": 95671.45243438357, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 63359, "loss_box_reg": 0.011200702138012275, "loss_cls": 0.050458830199204385, "loss_rpn_cls": 0.0009555520499588965, "loss_rpn_loc": 0.002552758991441806, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.533742803381756, "total_loss": 0.06725935230701907}
{"data_time": 0.004150449531152844, "eta_seconds": 95679.12196847936, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4525599713569638, "fast_rcnn/fg_cls_accuracy": 0.5457393483709274, "iteration": 63379, "loss_box_reg": 0.012875417742179707, "loss_cls": 0.04990219883620739, "loss_rpn_cls": 0.0013646195900491875, "loss_rpn_loc": 0.0029140580591047183, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5327819781377912, "total_loss": 0.06776087231060046}
{"data_time": 0.003658807836472988, "eta_seconds": 95649.78782595531, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3035714285714286, "fast_rcnn/fg_cls_accuracy": 0.6495454545454545, "iteration": 63399, "loss_box_reg": 0.012990699877263978, "loss_cls": 0.04836078663356602, "loss_rpn_cls": 0.0007449959516634408, "loss_rpn_loc": 0.002824255127052311, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5420146200340241, "total_loss": 0.06483250832138765}
{"data_time": 0.004212807165458798, "eta_seconds": 95587.20324510941, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4583333333333333, "fast_rcnn/fg_cls_accuracy": 0.5416666666666667, "iteration": 63419, "loss_box_reg": 0.012144370353780687, "loss_cls": 0.05151749012293294, "loss_rpn_cls": 0.001198887438448537, "loss_rpn_loc": 0.003029642793990206, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367665588855743, "total_loss": 0.06829884346649351}
{"data_time": 0.004269735189154744, "eta_seconds": 95545.52254307526, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.31409214092140925, "fast_rcnn/fg_cls_accuracy": 0.6747967479674797, "iteration": 63439, "loss_box_reg": 0.011784176604123786, "loss_cls": 0.049118414404802024, "loss_rpn_cls": 0.0010535179342241463, "loss_rpn_loc": 0.0029611355748784263, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382699873298407, "total_loss": 0.06721491333280483}
{"data_time": 0.003763353219255805, "eta_seconds": 95553.57643188047, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4053030303030303, "fast_rcnn/fg_cls_accuracy": 0.5656565656565657, "iteration": 63459, "loss_box_reg": 0.012136643461417407, "loss_cls": 0.05033792808535509, "loss_rpn_cls": 0.0009198856896546204, "loss_rpn_loc": 0.0027118710313516203, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5472541004419327, "total_loss": 0.06653798539781519}
{"data_time": 0.004346097819507122, "eta_seconds": 95518.18769645877, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.35358796296296297, "fast_rcnn/fg_cls_accuracy": 0.646412037037037, "iteration": 63479, "loss_box_reg": 0.012574604916153476, "loss_cls": 0.049365602782927454, "loss_rpn_cls": 0.001431467050451829, "loss_rpn_loc": 0.0027486543731356505, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5453346115536988, "total_loss": 0.06720901801509171}
{"data_time": 0.003855832852423191, "eta_seconds": 95531.9262596413, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3907741251325557, "fast_rcnn/fg_cls_accuracy": 0.5960144927536233, "iteration": 63499, "loss_box_reg": 0.011130337312351912, "loss_cls": 0.04932415054645389, "loss_rpn_cls": 0.001422801575927224, "loss_rpn_loc": 0.0026707286124292295, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5409223523456603, "total_loss": 0.06597010214920829}
{"data_time": 0.003798241028562188, "eta_seconds": 95521.10117352172, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.28449612403100777, "fast_rcnn/fg_cls_accuracy": 0.7059800664451827, "iteration": 63519, "loss_box_reg": 0.011991458071861416, "loss_cls": 0.04950885253492743, "loss_rpn_cls": 0.0012004990624063794, "loss_rpn_loc": 0.003065897944907192, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5366661234293133, "total_loss": 0.06859170754239585}
{"data_time": 0.004009819822385907, "eta_seconds": 95527.26376183657, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4186117936117936, "fast_rcnn/fg_cls_accuracy": 0.5813882063882064, "iteration": 63539, "loss_box_reg": 0.011742192378733307, "loss_cls": 0.04712212330196053, "loss_rpn_cls": 0.0012045152916471125, "loss_rpn_loc": 0.0026285040148650296, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5478695386555046, "total_loss": 0.06369097798619805}
{"data_time": 0.004271740093827248, "eta_seconds": 95459.16241537523, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34632683658170915, "fast_rcnn/fg_cls_accuracy": 0.6536731634182908, "iteration": 63559, "loss_box_reg": 0.011328838940244168, "loss_cls": 0.048388837720267475, "loss_rpn_cls": 0.001309870085606235, "loss_rpn_loc": 0.00407140427705599, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5411956037860364, "total_loss": 0.06686613774877515}
{"data_time": 0.0038862808141857386, "eta_seconds": 95500.3597056591, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.255718954248366, "fast_rcnn/fg_cls_accuracy": 0.744281045751634, "iteration": 63579, "loss_box_reg": 0.010941689630271867, "loss_cls": 0.04874298651702702, "loss_rpn_cls": 0.0011532320313563105, "loss_rpn_loc": 0.0026557189976301743, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5454809120856225, "total_loss": 0.06519159390876439}
{"data_time": 0.003776001976802945, "eta_seconds": 95541.46478381404, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2379006913890635, "fast_rcnn/fg_cls_accuracy": 0.7620993086109366, "iteration": 63599, "loss_box_reg": 0.011585171247133985, "loss_cls": 0.04831508616916835, "loss_rpn_cls": 0.0010622096681345283, "loss_rpn_loc": 0.003028349696251098, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5437272160779685, "total_loss": 0.06598405830482079}
{"data_time": 0.004294715588912368, "eta_seconds": 95517.25140459859, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47788461538461535, "fast_rcnn/fg_cls_accuracy": 0.5221153846153846, "iteration": 63619, "loss_box_reg": 0.011328348773531616, "loss_cls": 0.048812254215590656, "loss_rpn_cls": 0.001798791313149195, "loss_rpn_loc": 0.0032233474557870068, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5435487560462207, "total_loss": 0.06637211516635944}
{"data_time": 0.0035041137598454952, "eta_seconds": 95522.02496889001, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2863408521303258, "fast_rcnn/fg_cls_accuracy": 0.6837500000000001, "iteration": 63639, "loss_box_reg": 0.012585152580868453, "loss_cls": 0.05146044958382845, "loss_rpn_cls": 0.0017173779805261802, "loss_rpn_loc": 0.0023251588118000655, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5460810186341405, "total_loss": 0.06841037096955915}
{"data_time": 0.003892212640494108, "eta_seconds": 95530.31469683186, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3729885057471264, "fast_rcnn/fg_cls_accuracy": 0.6270114942528735, "iteration": 63659, "loss_box_reg": 0.011969022278208286, "loss_cls": 0.05027137364959344, "loss_rpn_cls": 0.001364222288941619, "loss_rpn_loc": 0.003368004836374894, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5478967386297882, "total_loss": 0.06333445455697984}
{"data_time": 0.00370172131806612, "eta_seconds": 95541.48951571132, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2595238095238095, "fast_rcnn/fg_cls_accuracy": 0.7346846846846847, "iteration": 63679, "loss_box_reg": 0.011532089178217575, "loss_cls": 0.04903693875530735, "loss_rpn_cls": 0.0009135778184372612, "loss_rpn_loc": 0.0029529664207075257, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400043171830475, "total_loss": 0.06479196016795186}
{"data_time": 0.0040177402552217245, "eta_seconds": 95512.27493997803, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3155684754521964, "fast_rcnn/fg_cls_accuracy": 0.6844315245478036, "iteration": 63699, "loss_box_reg": 0.012532019289210439, "loss_cls": 0.046313509927131236, "loss_rpn_cls": 0.0009578202132161096, "loss_rpn_loc": 0.002559345004556235, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367576305288821, "total_loss": 0.06365892350800095}
{"data_time": 0.0037926891818642616, "eta_seconds": 95501.43541125092, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5152073732718894, "fast_rcnn/fg_cls_accuracy": 0.48267622461170845, "iteration": 63719, "loss_box_reg": 0.011870534741319716, "loss_cls": 0.05020831502042711, "loss_rpn_cls": 0.0012473429828219196, "loss_rpn_loc": 0.003271101186328451, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5454057459719479, "total_loss": 0.06782664249794834}
{"data_time": 0.004058732185512781, "eta_seconds": 95487.7316512398, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.17035217035217037, "fast_rcnn/fg_cls_accuracy": 0.7738264580369844, "iteration": 63739, "loss_box_reg": 0.011745639436412603, "loss_cls": 0.04969545017229393, "loss_rpn_cls": 0.0011248528687701764, "loss_rpn_loc": 0.0023640290055482183, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5403298146557063, "total_loss": 0.06583000561863628}
{"data_time": 0.004280660999938846, "eta_seconds": 95426.5432746266, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4375, "fast_rcnn/fg_cls_accuracy": 0.5625, "iteration": 63759, "loss_box_reg": 0.012092637829482555, "loss_cls": 0.04964210698381066, "loss_rpn_cls": 0.0016668516774416275, "loss_rpn_loc": 0.0034797244134097127, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5358816399239004, "total_loss": 0.06732002759349598}
{"data_time": 0.0035553330089896917, "eta_seconds": 95397.33962390898, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31572295247724974, "fast_rcnn/fg_cls_accuracy": 0.6842770475227502, "iteration": 63779, "loss_box_reg": 0.01119234535144642, "loss_cls": 0.044803998549468815, "loss_rpn_cls": 0.0010750507249213115, "loss_rpn_loc": 0.002258517264635884, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5365633773617446, "total_loss": 0.06038639549677782}
{"data_time": 0.004332359414547682, "eta_seconds": 95386.51261241501, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 63799, "loss_box_reg": 0.01183646114077419, "loss_cls": 0.0482339458540082, "loss_rpn_cls": 0.0007821679191692965, "loss_rpn_loc": 0.00325076899753185, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382785371039063, "total_loss": 0.06509312367234088}
{"data_time": 0.0037038656882941723, "eta_seconds": 95375.68560092105, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4096774193548387, "fast_rcnn/fg_cls_accuracy": 0.5834260289210234, "iteration": 63819, "loss_box_reg": 0.012658240972086787, "loss_cls": 0.05111298826523125, "loss_rpn_cls": 0.0013626805067588066, "loss_rpn_loc": 0.0036740398063557222, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5422095931135118, "total_loss": 0.06983649752879728}
{"data_time": 0.003817958990111947, "eta_seconds": 95364.85858942708, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4445187165775401, "fast_rcnn/fg_cls_accuracy": 0.5554812834224598, "iteration": 63839, "loss_box_reg": 0.011591052956646308, "loss_cls": 0.0486548351473175, "loss_rpn_cls": 0.0016701093591109384, "loss_rpn_loc": 0.003239335710532032, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5471117389388382, "total_loss": 0.06592441829320705}
{"data_time": 0.003905465127900243, "eta_seconds": 95437.46144911787, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.33903133903133903, "fast_rcnn/fg_cls_accuracy": 0.6191626409017714, "iteration": 63859, "loss_box_reg": 0.011866189714055508, "loss_cls": 0.050726080778986216, "loss_rpn_cls": 0.0016600889684639242, "loss_rpn_loc": 0.003393680595763726, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.544429553905502, "total_loss": 0.06962211600148294}
{"data_time": 0.004243556410074234, "eta_seconds": 95343.20456643915, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3460365853658537, "fast_rcnn/fg_cls_accuracy": 0.6539634146341464, "iteration": 63879, "loss_box_reg": 0.011955615394981578, "loss_cls": 0.047252444783225656, "loss_rpn_cls": 0.0011393945176223497, "loss_rpn_loc": 0.003327012098452542, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5359631585888565, "total_loss": 0.06598864817107142}
{"data_time": 0.00426588486880064, "eta_seconds": 95332.37755494518, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36125319693094626, "fast_rcnn/fg_cls_accuracy": 0.6278772378516624, "iteration": 63899, "loss_box_reg": 0.0127692595415283, "loss_cls": 0.048452079587150365, "loss_rpn_cls": 0.0011743082595785381, "loss_rpn_loc": 0.002382537748417235, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5408678587991744, "total_loss": 0.06680829442404956}
{"data_time": 0.0043913936242461205, "eta_seconds": 95370.36917769304, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3289036544850498, "fast_rcnn/fg_cls_accuracy": 0.6710963455149501, "iteration": 63919, "loss_box_reg": 0.011323460668791085, "loss_cls": 0.0464798950124532, "loss_rpn_cls": 0.001033476861039162, "loss_rpn_loc": 0.002863528023226536, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5410623289644718, "total_loss": 0.06046183819853468}
{"data_time": 0.004128216532990336, "eta_seconds": 95394.11551083019, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5603723404255319, "fast_rcnn/fg_cls_accuracy": 0.43962765957446803, "iteration": 63939, "loss_box_reg": 0.01124046160839498, "loss_cls": 0.049342533166054636, "loss_rpn_cls": 0.0016697516846306826, "loss_rpn_loc": 0.00379612034157617, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433956361375749, "total_loss": 0.06692642124835402}
{"data_time": 0.004015979589894414, "eta_seconds": 95434.48111517983, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.40007541478129716, "fast_rcnn/fg_cls_accuracy": 0.599924585218703, "iteration": 63959, "loss_box_reg": 0.01210697172791697, "loss_cls": 0.048501879267860204, "loss_rpn_cls": 0.0011181312622738915, "loss_rpn_loc": 0.003547947886545444, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450931205414236, "total_loss": 0.06652513004360117}
{"data_time": 0.004032203229144216, "eta_seconds": 95400.55119880522, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.664957264957265, "iteration": 63979, "loss_box_reg": 0.011141606781166047, "loss_cls": 0.049905870808288455, "loss_rpn_cls": 0.0016539077550987713, "loss_rpn_loc": 0.003665649754111655, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395061036106199, "total_loss": 0.06523261160953098}
{"data_time": 0.003791494993492961, "eta_seconds": 95412.79651190783, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2582051282051282, "fast_rcnn/fg_cls_accuracy": 0.7417948717948718, "iteration": 63999, "loss_box_reg": 0.012402971333358437, "loss_cls": 0.05043923229095526, "loss_rpn_cls": 0.0010539915192566696, "loss_rpn_loc": 0.0029411917057586834, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5445429007522762, "total_loss": 0.06846959313156731}
{"data_time": 0.0041689444333314896, "eta_seconds": 95423.47715775785, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.28901515151515156, "fast_rcnn/fg_cls_accuracy": 0.7109848484848484, "iteration": 64019, "loss_box_reg": 0.011509157426189631, "loss_cls": 0.04870340507477522, "loss_rpn_cls": 0.0012872571319348936, "loss_rpn_loc": 0.0028909941502206493, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5584555473178625, "total_loss": 0.06547531872018908}
{"data_time": 0.0038701791781932116, "eta_seconds": 95410.83505411679, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.5409745293466224, "fast_rcnn/fg_cls_accuracy": 0.4590254706533776, "iteration": 64039, "loss_box_reg": 0.012343790906015784, "loss_cls": 0.051032863673754036, "loss_rpn_cls": 0.000912235524310745, "loss_rpn_loc": 0.00239485773636261, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380848019849509, "total_loss": 0.06837456760786154}
{"data_time": 0.004246882861480117, "eta_seconds": 95401.78766237875, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3170731707317073, "fast_rcnn/fg_cls_accuracy": 0.641941391941392, "iteration": 64059, "loss_box_reg": 0.010965356545057148, "loss_cls": 0.047678586561232805, "loss_rpn_cls": 0.0012139614773332141, "loss_rpn_loc": 0.0023484649645979516, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5454331615474075, "total_loss": 0.0647979310606388}
{"data_time": 0.004171861102804542, "eta_seconds": 95369.42730536382, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44840425531914896, "fast_rcnn/fg_cls_accuracy": 0.5488095238095239, "iteration": 64079, "loss_box_reg": 0.013420458912150934, "loss_cls": 0.04918485617963597, "loss_rpn_cls": 0.0014449694966742754, "loss_rpn_loc": 0.003337930109410081, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5386188465636224, "total_loss": 0.06923798577486195}
{"data_time": 0.004001091234385967, "eta_seconds": 95376.37907141447, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29484425349087, "fast_rcnn/fg_cls_accuracy": 0.6648596938775511, "iteration": 64099, "loss_box_reg": 0.011006178159732372, "loss_cls": 0.04831148311495781, "loss_rpn_cls": 0.0011925277589170946, "loss_rpn_loc": 0.002951635189674562, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390169136226177, "total_loss": 0.06553250139336342}
{"data_time": 0.004005542490631342, "eta_seconds": 95367.45688051963, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3220779220779221, "fast_rcnn/fg_cls_accuracy": 0.6477272727272727, "iteration": 64119, "loss_box_reg": 0.011641846591373906, "loss_cls": 0.04747726547066122, "loss_rpn_cls": 0.0009222915641089457, "loss_rpn_loc": 0.00338585043027706, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544731956673786, "total_loss": 0.06540776821839245}
{"data_time": 0.0045258349273353815, "eta_seconds": 95354.69042176008, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3321428571428572, "fast_rcnn/fg_cls_accuracy": 0.6503472222222222, "iteration": 64139, "loss_box_reg": 0.012838417635066435, "loss_cls": 0.04799234913662076, "loss_rpn_cls": 0.0009735959810655004, "loss_rpn_loc": 0.00295556295895949, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537694952217862, "total_loss": 0.06527466114948766}
{"data_time": 0.003753934521228075, "eta_seconds": 95221.72852595034, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4142156862745098, "fast_rcnn/fg_cls_accuracy": 0.5857843137254902, "iteration": 64159, "loss_box_reg": 0.012019503861665726, "loss_cls": 0.047026024432852864, "loss_rpn_cls": 0.001036235488584225, "loss_rpn_loc": 0.0028324263003014494, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361449460033327, "total_loss": 0.06492009597030801}
{"data_time": 0.0038719680160284042, "eta_seconds": 95165.34610463306, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.38661131292163986, "fast_rcnn/fg_cls_accuracy": 0.6133886870783601, "iteration": 64179, "loss_box_reg": 0.011804309149738401, "loss_cls": 0.04861119145061821, "loss_rpn_cls": 0.0013673704767143136, "loss_rpn_loc": 0.0026977638808602933, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5449936804361641, "total_loss": 0.06796436609772627}
{"data_time": 0.0038471778389066458, "eta_seconds": 95182.99448540318, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.47250000000000003, "fast_rcnn/fg_cls_accuracy": 0.5275, "iteration": 64199, "loss_box_reg": 0.011108237493317574, "loss_cls": 0.04583444306626916, "loss_rpn_cls": 0.0013304189841392144, "loss_rpn_loc": 0.0030603831364715006, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437523503787816, "total_loss": 0.061222433700322654}
{"data_time": 0.004088768269866705, "eta_seconds": 95137.00420421665, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4222222222222222, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 64219, "loss_box_reg": 0.011811577394837514, "loss_cls": 0.04628562880679965, "loss_rpn_cls": 0.0008479268304881771, "loss_rpn_loc": 0.003209780199540546, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5315392224583775, "total_loss": 0.06382670587828443}
{"data_time": 0.003812774084508419, "eta_seconds": 95132.87034368142, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32791537667698656, "fast_rcnn/fg_cls_accuracy": 0.6720846233230134, "iteration": 64239, "loss_box_reg": 0.012827736616600305, "loss_cls": 0.05048173270188272, "loss_rpn_cls": 0.001222268442973018, "loss_rpn_loc": 0.0031920619039738085, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.545063563156873, "total_loss": 0.06822692058938173}
{"data_time": 0.0035845679230988026, "eta_seconds": 95113.6601141463, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5113695090439276, "fast_rcnn/fg_cls_accuracy": 0.48863049095607236, "iteration": 64259, "loss_box_reg": 0.011637994379270822, "loss_cls": 0.05108281201682985, "loss_rpn_cls": 0.0013087397778690502, "loss_rpn_loc": 0.0027847003439092077, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385149617213756, "total_loss": 0.06666794270222454}
{"data_time": 0.003983044298365712, "eta_seconds": 95111.21983638033, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42105263157894735, "fast_rcnn/fg_cls_accuracy": 0.5543478260869565, "iteration": 64279, "loss_box_reg": 0.011521993379574269, "loss_cls": 0.04651755886152387, "loss_rpn_cls": 0.0010720360416200947, "loss_rpn_loc": 0.002924531749158632, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5460010920651257, "total_loss": 0.06140392456427435}
{"data_time": 0.003934286069124937, "eta_seconds": 95092.01151533006, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.4801920768307323, "fast_rcnn/fg_cls_accuracy": 0.5071301247771836, "iteration": 64299, "loss_box_reg": 0.011297749588266015, "loss_cls": 0.053224283969029784, "loss_rpn_cls": 0.0017845399890461522, "loss_rpn_loc": 0.0030276811121439096, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5381197493989021, "total_loss": 0.07066784176186047}
{"data_time": 0.004225120414048433, "eta_seconds": 95082.88174262852, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.47857142857142854, "iteration": 64319, "loss_box_reg": 0.0116858983237762, "loss_cls": 0.050533351954072714, "loss_rpn_cls": 0.0008185193517533662, "loss_rpn_loc": 0.0029396275349427015, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423794502858073, "total_loss": 0.06912391891842162}
{"data_time": 0.003837719326838851, "eta_seconds": 95088.95588538656, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3746031746031746, "fast_rcnn/fg_cls_accuracy": 0.6253968253968254, "iteration": 64339, "loss_box_reg": 0.011431787512265146, "loss_cls": 0.05144616519100964, "loss_rpn_cls": 0.0009050003966990516, "loss_rpn_loc": 0.003680998986965278, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5484997709281743, "total_loss": 0.0696059195907992}
{"data_time": 0.0037316149100661278, "eta_seconds": 95105.92655586242, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4043778801843318, "fast_rcnn/fg_cls_accuracy": 0.5956221198156681, "iteration": 64359, "loss_box_reg": 0.010384071938460693, "loss_cls": 0.04469144303584471, "loss_rpn_cls": 0.0008451843791590363, "loss_rpn_loc": 0.0028255673896637745, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5453001945279539, "total_loss": 0.060678878220414845}
{"data_time": 0.003670897101983428, "eta_seconds": 95102.59373784228, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2704347826086957, "fast_rcnn/fg_cls_accuracy": 0.6619565217391304, "iteration": 64379, "loss_box_reg": 0.011810998810688034, "loss_cls": 0.04660999239422381, "loss_rpn_cls": 0.001215057424474253, "loss_rpn_loc": 0.0030330622976180166, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410051424987614, "total_loss": 0.06460910347973936}
{"data_time": 0.00414499593898654, "eta_seconds": 95161.4651648053, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.42463235294117646, "fast_rcnn/fg_cls_accuracy": 0.5753676470588236, "iteration": 64399, "loss_box_reg": 0.012160083308117464, "loss_cls": 0.049364372389391065, "loss_rpn_cls": 0.000919541076200403, "loss_rpn_loc": 0.0026850574231502833, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5467742255423218, "total_loss": 0.06723177368508004}
{"data_time": 0.00375394057482481, "eta_seconds": 95204.7887295303, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.34789915966386553, "fast_rcnn/fg_cls_accuracy": 0.6047794117647058, "iteration": 64419, "loss_box_reg": 0.011397938651498407, "loss_cls": 0.050894253770820796, "loss_rpn_cls": 0.0010648666739143664, "loss_rpn_loc": 0.0027906880277441815, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5455276030115783, "total_loss": 0.0650626055179373}
{"data_time": 0.004067807225510478, "eta_seconds": 95203.13057226595, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34292763157894735, "fast_rcnn/fg_cls_accuracy": 0.6570723684210527, "iteration": 64439, "loss_box_reg": 0.011306193366181105, "loss_cls": 0.04899668670259416, "loss_rpn_cls": 0.001335311877028289, "loss_rpn_loc": 0.003131373823634931, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404909569770098, "total_loss": 0.06647886103019118}
{"data_time": 0.004014510661363602, "eta_seconds": 95183.09964273171, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.49956709956709955, "fast_rcnn/fg_cls_accuracy": 0.5004329004329005, "iteration": 64459, "loss_box_reg": 0.011817503225756809, "loss_cls": 0.052181002334691584, "loss_rpn_cls": 0.0011945017006951275, "loss_rpn_loc": 0.00297834833872912, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399022209458053, "total_loss": 0.06780241371598095}
{"data_time": 0.003999266540631652, "eta_seconds": 95118.1116690212, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 64479, "loss_box_reg": 0.011382212454918772, "loss_cls": 0.0507619995623827, "loss_rpn_cls": 0.0013425040908714436, "loss_rpn_loc": 0.0032561190473643364, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417703622952104, "total_loss": 0.06666019904281484}
{"data_time": 0.004261014284566045, "eta_seconds": 95030.11948508839, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35345345345345347, "fast_rcnn/fg_cls_accuracy": 0.6465465465465465, "iteration": 64499, "loss_box_reg": 0.01163434679619968, "loss_cls": 0.04680123314028606, "loss_rpn_cls": 0.0015312065174413192, "loss_rpn_loc": 0.0031282558556995355, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5313600176014006, "total_loss": 0.0636083134945693}
{"data_time": 0.00404367339797318, "eta_seconds": 95096.43492112914, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34460887949260044, "fast_rcnn/fg_cls_accuracy": 0.6553911205073996, "iteration": 64519, "loss_box_reg": 0.01161298927036114, "loss_cls": 0.049021331884432584, "loss_rpn_cls": 0.001349447661823433, "loss_rpn_loc": 0.0031714319447928574, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5519483189564198, "total_loss": 0.067112818948317}
{"data_time": 0.0036309899296611547, "eta_seconds": 95015.95025558188, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2795138888888889, "fast_rcnn/fg_cls_accuracy": 0.6681985294117647, "iteration": 64539, "loss_box_reg": 0.010947264381684363, "loss_cls": 0.04712518450105563, "loss_rpn_cls": 0.0016675732325666104, "loss_rpn_loc": 0.0028590375441126525, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374526199884713, "total_loss": 0.06418270693677641}
{"data_time": 0.004225206561386585, "eta_seconds": 94975.58905587648, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.48149350649350653, "fast_rcnn/fg_cls_accuracy": 0.4752415458937198, "iteration": 64559, "loss_box_reg": 0.012172121496405452, "loss_cls": 0.05005980096757412, "loss_rpn_cls": 0.0009917494323872234, "loss_rpn_loc": 0.0027854473955812864, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5377310574986041, "total_loss": 0.06680980550305549}
{"data_time": 0.00439948495477438, "eta_seconds": 94958.52953166491, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3181818181818182, "fast_rcnn/fg_cls_accuracy": 0.6818181818181819, "iteration": 64579, "loss_box_reg": 0.012224844424054027, "loss_cls": 0.04944556544069201, "loss_rpn_cls": 0.00080432780373485, "loss_rpn_loc": 0.003146544415358221, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5465476056560874, "total_loss": 0.06544111183018231}
{"data_time": 0.003651137463748455, "eta_seconds": 94923.84020635136, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.38421052631578945, "fast_rcnn/fg_cls_accuracy": 0.6157894736842104, "iteration": 64599, "loss_box_reg": 0.01158661037334241, "loss_cls": 0.04733668523840606, "loss_rpn_cls": 0.001188772966770557, "loss_rpn_loc": 0.0030792548150202492, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345744367223233, "total_loss": 0.06540477210944573}
{"data_time": 0.004409518092870712, "eta_seconds": 94913.01656906237, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3803656597774245, "fast_rcnn/fg_cls_accuracy": 0.6196343402225755, "iteration": 64619, "loss_box_reg": 0.012155639182310551, "loss_cls": 0.047442335286177695, "loss_rpn_cls": 0.0014339482517016222, "loss_rpn_loc": 0.003529308582074009, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5465398500673473, "total_loss": 0.06377961883038097}
{"data_time": 0.004066308028995991, "eta_seconds": 94893.33874660335, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3543204515848893, "fast_rcnn/fg_cls_accuracy": 0.6456795484151108, "iteration": 64639, "loss_box_reg": 0.011361420649336651, "loss_cls": 0.04691706076846458, "loss_rpn_cls": 0.0014668780449937913, "loss_rpn_loc": 0.0028456644104153384, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5339185609482229, "total_loss": 0.06187537140772292}
{"data_time": 0.004315095953643322, "eta_seconds": 94882.5161191381, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4464285714285714, "fast_rcnn/fg_cls_accuracy": 0.5535714285714286, "iteration": 64659, "loss_box_reg": 0.01148187869694084, "loss_cls": 0.05035125557333231, "loss_rpn_cls": 0.0011812078462298814, "loss_rpn_loc": 0.0024494211975252256, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433324449695647, "total_loss": 0.06631362987286593}
{"data_time": 0.003918234026059508, "eta_seconds": 94871.69349167286, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3836805555555556, "fast_rcnn/fg_cls_accuracy": 0.6163194444444444, "iteration": 64679, "loss_box_reg": 0.010743841441581026, "loss_cls": 0.048151842900551856, "loss_rpn_cls": 0.0011024737692650888, "loss_rpn_loc": 0.003080016020248877, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5414021643809974, "total_loss": 0.06476851553634333}
{"data_time": 0.003996470244601369, "eta_seconds": 94875.97045632987, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37966537966537967, "fast_rcnn/fg_cls_accuracy": 0.6203346203346203, "iteration": 64699, "loss_box_reg": 0.011433318955823779, "loss_cls": 0.044263753457926214, "loss_rpn_cls": 0.00070539858330676, "loss_rpn_loc": 0.0024785456971585518, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415839729830623, "total_loss": 0.05998101453292293}
{"data_time": 0.003850736189633608, "eta_seconds": 94858.8983826174, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4346153846153846, "fast_rcnn/fg_cls_accuracy": 0.5653846153846154, "iteration": 64719, "loss_box_reg": 0.011982356081716716, "loss_cls": 0.04797412233892828, "loss_rpn_cls": 0.0015217123664115206, "loss_rpn_loc": 0.0035057511158811394, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5366115141659975, "total_loss": 0.06454403139980514}
{"data_time": 0.003908690996468067, "eta_seconds": 94839.22560927714, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3256756756756757, "fast_rcnn/fg_cls_accuracy": 0.6486486486486487, "iteration": 64739, "loss_box_reg": 0.012504398997407407, "loss_cls": 0.0493540862808004, "loss_rpn_cls": 0.0009331597902360045, "loss_rpn_loc": 0.003056390862184344, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5364119252189994, "total_loss": 0.06416710539565429}
{"data_time": 0.004051623400300741, "eta_seconds": 94837.2511080394, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.472678916827853, "fast_rcnn/fg_cls_accuracy": 0.527321083172147, "iteration": 64759, "loss_box_reg": 0.011851417948491871, "loss_cls": 0.05133730359375477, "loss_rpn_cls": 0.0008972643856282048, "loss_rpn_loc": 0.003134811886411626, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5415476460475475, "total_loss": 0.06811460156518478}
{"data_time": 0.003835533047094941, "eta_seconds": 94871.24277555593, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4891304347826087, "fast_rcnn/fg_cls_accuracy": 0.5108695652173914, "iteration": 64779, "loss_box_reg": 0.011734350875485688, "loss_cls": 0.04929880547570065, "loss_rpn_cls": 0.0011460373011686897, "loss_rpn_loc": 0.0027995566779281944, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5446087010204792, "total_loss": 0.06591103465916603}
{"data_time": 0.0038377956952899694, "eta_seconds": 94860.4140229777, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25125448028673836, "fast_rcnn/fg_cls_accuracy": 0.7376344086021505, "iteration": 64799, "loss_box_reg": 0.011598627344937995, "loss_cls": 0.04645876633003354, "loss_rpn_cls": 0.0013037379292200058, "loss_rpn_loc": 0.0022628121951129287, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383318548556417, "total_loss": 0.06244362276561333}
{"data_time": 0.003544727573171258, "eta_seconds": 94849.58527039946, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4351744186046511, "fast_rcnn/fg_cls_accuracy": 0.5648255813953489, "iteration": 64819, "loss_box_reg": 0.012472322559915483, "loss_cls": 0.05162689823191613, "loss_rpn_cls": 0.0013768659191555344, "loss_rpn_loc": 0.003235677442717133, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5422555620316416, "total_loss": 0.06958298146355446}
{"data_time": 0.00433329539373517, "eta_seconds": 94800.20000514085, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 64839, "loss_box_reg": 0.010718751669628546, "loss_cls": 0.0477722289506346, "loss_rpn_cls": 0.0013374534452168518, "loss_rpn_loc": 0.002624053817271488, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 248.0, "rpn/num_pos_anchors": 8.0, "time": 0.5404267474077642, "total_loss": 0.06346753726438692}
{"data_time": 0.003908548504114151, "eta_seconds": 94764.23736776575, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3876050420168067, "fast_rcnn/fg_cls_accuracy": 0.5910714285714285, "iteration": 64859, "loss_box_reg": 0.012132580566685647, "loss_cls": 0.05084889999125153, "loss_rpn_cls": 0.0009163989544731521, "loss_rpn_loc": 0.002649847199791111, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.541438430082053, "total_loss": 0.06778891206113258}
{"data_time": 0.0037926549557596445, "eta_seconds": 94817.09901266475, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3841354723707665, "fast_rcnn/fg_cls_accuracy": 0.6045008912655971, "iteration": 64879, "loss_box_reg": 0.011411662970203906, "loss_cls": 0.048466269043274224, "loss_rpn_cls": 0.0015329295283095234, "loss_rpn_loc": 0.0031151903349382337, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427898408379406, "total_loss": 0.06477417511541717}
{"data_time": 0.0038040911313146353, "eta_seconds": 94829.34034922719, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34990347490347495, "fast_rcnn/fg_cls_accuracy": 0.6143822393822393, "iteration": 64899, "loss_box_reg": 0.011603073828155175, "loss_cls": 0.04700655699707568, "loss_rpn_cls": 0.0011465386695022062, "loss_rpn_loc": 0.0027497686569404323, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5446313451975584, "total_loss": 0.06222610125291794}
{"data_time": 0.0041381907649338245, "eta_seconds": 94818.50896158814, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3869186046511628, "fast_rcnn/fg_cls_accuracy": 0.5918478260869565, "iteration": 64919, "loss_box_reg": 0.011798935913247988, "loss_cls": 0.04984425118891522, "loss_rpn_cls": 0.0012817517941812184, "loss_rpn_loc": 0.003070247817959171, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413219800684601, "total_loss": 0.0678743022240269}
{"data_time": 0.004006572999060154, "eta_seconds": 94807.6775739491, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42605843768634466, "fast_rcnn/fg_cls_accuracy": 0.5383290267011197, "iteration": 64939, "loss_box_reg": 0.012599991488968953, "loss_cls": 0.05431459774263203, "loss_rpn_cls": 0.0012184585006593807, "loss_rpn_loc": 0.0026072571490658447, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5422225799411535, "total_loss": 0.0714305544616991}
{"data_time": 0.0038598068058490753, "eta_seconds": 94790.61875475151, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.47215397215397215, "fast_rcnn/fg_cls_accuracy": 0.5278460278460279, "iteration": 64959, "loss_box_reg": 0.010677821206627414, "loss_cls": 0.04877512971870601, "loss_rpn_cls": 0.0008605727488202319, "loss_rpn_loc": 0.003044483262783615, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5425818590447307, "total_loss": 0.06386966957188633}
{"data_time": 0.0040473355911672115, "eta_seconds": 94786.014798671, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34375, "fast_rcnn/fg_cls_accuracy": 0.619212962962963, "iteration": 64979, "loss_box_reg": 0.011564380722120404, "loss_cls": 0.05186496675014496, "loss_rpn_cls": 0.0008424129297850413, "loss_rpn_loc": 0.0024332638531632256, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.546380908228457, "total_loss": 0.06699310993718655}
{"data_time": 0.004153174348175526, "eta_seconds": 94768.95740255294, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4953931203931204, "fast_rcnn/fg_cls_accuracy": 0.5046068796068797, "iteration": 64999, "loss_box_reg": 0.010997251374647021, "loss_cls": 0.04772100178524852, "loss_rpn_cls": 0.0015090947611042793, "loss_rpn_loc": 0.0030552292646461865, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5409436449408531, "total_loss": 0.06372188280408864}
{"data_time": 0.0040195470210164785, "eta_seconds": 94764.35202339292, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.46188630490956073, "fast_rcnn/fg_cls_accuracy": 0.5381136950904393, "iteration": 65019, "loss_box_reg": 0.011300522630335763, "loss_cls": 0.04956902889534831, "loss_rpn_cls": 0.0015281295656563998, "loss_rpn_loc": 0.003098675937508233, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5477590195368975, "total_loss": 0.06679935513102464}
{"data_time": 0.0037755861412733793, "eta_seconds": 94753.52063575387, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32529069767441865, "fast_rcnn/fg_cls_accuracy": 0.6747093023255815, "iteration": 65039, "loss_box_reg": 0.012899727269541472, "loss_cls": 0.04552353959297761, "loss_rpn_cls": 0.0011784889514956376, "loss_rpn_loc": 0.002851242901670048, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396437146700919, "total_loss": 0.06441081670482163}
{"data_time": 0.0040024323388934135, "eta_seconds": 94711.83638584265, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5479296653431651, "fast_rcnn/fg_cls_accuracy": 0.45207033465683494, "iteration": 65059, "loss_box_reg": 0.01235978482873179, "loss_cls": 0.0491121185477823, "loss_rpn_cls": 0.001014641753044998, "loss_rpn_loc": 0.0031975482597772498, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385057970415801, "total_loss": 0.0668348655385671}
{"data_time": 0.0038503403775393963, "eta_seconds": 94731.85786047578, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4233111849390919, "fast_rcnn/fg_cls_accuracy": 0.5753660637381568, "iteration": 65079, "loss_box_reg": 0.011622344347415492, "loss_cls": 0.048056249564979225, "loss_rpn_cls": 0.0014864409049550886, "loss_rpn_loc": 0.0030525356269208714, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5466596104670316, "total_loss": 0.06351604895110086}
{"data_time": 0.004411155357956886, "eta_seconds": 94743.30813401495, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38421052631578945, "fast_rcnn/fg_cls_accuracy": 0.6126644736842105, "iteration": 65099, "loss_box_reg": 0.01148683758219704, "loss_cls": 0.04885475803166628, "loss_rpn_cls": 0.0010183904485927542, "loss_rpn_loc": 0.004196853526082123, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5477581440936774, "total_loss": 0.06564958904016294}
{"data_time": 0.003984383773058653, "eta_seconds": 94698.0659470195, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5192307692307692, "fast_rcnn/fg_cls_accuracy": 0.4807692307692308, "iteration": 65119, "loss_box_reg": 0.011675170448143035, "loss_cls": 0.046000295667909086, "loss_rpn_cls": 0.001244094319361011, "loss_rpn_loc": 0.0031059990760695655, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.533106183167547, "total_loss": 0.06391237187767729}
{"data_time": 0.004033943638205528, "eta_seconds": 94699.36369755864, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4875, "fast_rcnn/fg_cls_accuracy": 0.5125, "iteration": 65139, "loss_box_reg": 0.012816825765185058, "loss_cls": 0.051526036695577204, "loss_rpn_cls": 0.0018578169972442993, "loss_rpn_loc": 0.0026881329104071483, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.535096425563097, "total_loss": 0.06901212055220185}
{"data_time": 0.004197790054604411, "eta_seconds": 94682.31199375866, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.47406462585034015, "fast_rcnn/fg_cls_accuracy": 0.5051020408163265, "iteration": 65159, "loss_box_reg": 0.010794402507599443, "loss_cls": 0.0491928004194051, "loss_rpn_cls": 0.0008294652704989858, "loss_rpn_loc": 0.0034572873555589467, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5361634271685034, "total_loss": 0.06518927498359517}
{"data_time": 0.003864412195980549, "eta_seconds": 94686.10578568955, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4494949494949495, "fast_rcnn/fg_cls_accuracy": 0.5159705159705159, "iteration": 65179, "loss_box_reg": 0.011896959273144603, "loss_cls": 0.048064726404845715, "loss_rpn_cls": 0.0008008955568925558, "loss_rpn_loc": 0.0027802249969681725, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5453172645065933, "total_loss": 0.06651971024712111}
{"data_time": 0.0037858725991100073, "eta_seconds": 94660.65064156009, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26198386331276696, "fast_rcnn/fg_cls_accuracy": 0.738016136687233, "iteration": 65199, "loss_box_reg": 0.011908344633411616, "loss_cls": 0.04757729882840067, "loss_rpn_cls": 0.0008704271359647464, "loss_rpn_loc": 0.0030995606612123083, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5374400725122541, "total_loss": 0.06528323946554337}
{"data_time": 0.003667763201519847, "eta_seconds": 94643.91594447661, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3386970172684458, "fast_rcnn/fg_cls_accuracy": 0.6613029827315542, "iteration": 65219, "loss_box_reg": 0.011267900350503623, "loss_cls": 0.04890981508651748, "loss_rpn_cls": 0.0017070912444978603, "loss_rpn_loc": 0.002964482398965629, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5393425466027111, "total_loss": 0.06549999204139567}
{"data_time": 0.0038744646590203047, "eta_seconds": 94614.38564216648, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41186252771618626, "fast_rcnn/fg_cls_accuracy": 0.5731707317073171, "iteration": 65239, "loss_box_reg": 0.011707796016708016, "loss_cls": 0.049516746774315834, "loss_rpn_cls": 0.0015592192635267565, "loss_rpn_loc": 0.003151192740915576, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5366868840064853, "total_loss": 0.0673906163178799}
{"data_time": 0.003940297523513436, "eta_seconds": 94603.55778175802, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.603030303030303, "fast_rcnn/fg_cls_accuracy": 0.396969696969697, "iteration": 65259, "loss_box_reg": 0.011616825446253642, "loss_cls": 0.049252294236794114, "loss_rpn_cls": 0.0011256702562150167, "loss_rpn_loc": 0.0027935855978284962, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5403907708823681, "total_loss": 0.06480726958659488}
{"data_time": 0.0037214697804301977, "eta_seconds": 94556.15868663602, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.270509977827051, "fast_rcnn/fg_cls_accuracy": 0.7121212121212122, "iteration": 65279, "loss_box_reg": 0.011787931114668027, "loss_cls": 0.046982356696389616, "loss_rpn_cls": 0.0007920277742528015, "loss_rpn_loc": 0.0034268888466613134, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5369797681923956, "total_loss": 0.06278371606845212}
{"data_time": 0.003997743595391512, "eta_seconds": 94581.9020609411, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4090909090909091, "fast_rcnn/fg_cls_accuracy": 0.5717703349282297, "iteration": 65299, "loss_box_reg": 0.012316401698626578, "loss_cls": 0.05061542510520667, "loss_rpn_cls": 0.0010328997366002568, "loss_rpn_loc": 0.0031095483718672767, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.543875536415726, "total_loss": 0.06867537690459358}
{"data_time": 0.003545646322891116, "eta_seconds": 94571.07420053263, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.28362573099415206, "fast_rcnn/fg_cls_accuracy": 0.7163742690058479, "iteration": 65319, "loss_box_reg": 0.012025613948935643, "loss_cls": 0.047372351633384824, "loss_rpn_cls": 0.001021043044943326, "loss_rpn_loc": 0.002526839820347959, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5419356278143823, "total_loss": 0.06433488474277738}
{"data_time": 0.004145095124840736, "eta_seconds": 94523.68766414188, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.307311320754717, "fast_rcnn/fg_cls_accuracy": 0.692688679245283, "iteration": 65339, "loss_box_reg": 0.010954597761156037, "loss_cls": 0.04987217206507921, "loss_rpn_cls": 0.0009276764595824716, "loss_rpn_loc": 0.0024985555683088023, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404507056809962, "total_loss": 0.06387507589568031}
{"data_time": 0.0037858609575778246, "eta_seconds": 94497.97779494664, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24110835401157982, "fast_rcnn/fg_cls_accuracy": 0.7588916459884202, "iteration": 65359, "loss_box_reg": 0.011945686914259568, "loss_cls": 0.049311037291772664, "loss_rpn_cls": 0.0009345500790232109, "loss_rpn_loc": 0.003498254078294849, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5412321656476706, "total_loss": 0.06511574863520764}
{"data_time": 0.004050490213558078, "eta_seconds": 94469.59760113363, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4537037037037037, "fast_rcnn/fg_cls_accuracy": 0.5431034482758621, "iteration": 65379, "loss_box_reg": 0.011645672435406595, "loss_cls": 0.04987881728447974, "loss_rpn_cls": 0.0014984489359903819, "loss_rpn_loc": 0.0032687685525161214, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.533396327169612, "total_loss": 0.06618338319765371}
{"data_time": 0.0033259603660553694, "eta_seconds": 94458.77764275507, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4502164502164502, "fast_rcnn/fg_cls_accuracy": 0.5497835497835498, "iteration": 65399, "loss_box_reg": 0.010949804360279813, "loss_cls": 0.04835545364767313, "loss_rpn_cls": 0.001301227592534815, "loss_rpn_loc": 0.003173083721776493, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5435071054380387, "total_loss": 0.06300221564856656}
{"data_time": 0.003708901582285762, "eta_seconds": 94432.04780769092, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5669117647058823, "fast_rcnn/fg_cls_accuracy": 0.43308823529411766, "iteration": 65419, "loss_box_reg": 0.011970173247391358, "loss_cls": 0.04863437032327056, "loss_rpn_cls": 0.0010068239080283092, "loss_rpn_loc": 0.003297819144790992, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382880268152803, "total_loss": 0.06783802781802706}
{"data_time": 0.00427664746530354, "eta_seconds": 94399.8477984576, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3661518661518661, "fast_rcnn/fg_cls_accuracy": 0.6338481338481339, "iteration": 65439, "loss_box_reg": 0.012649685377255082, "loss_cls": 0.04820055654272437, "loss_rpn_cls": 0.0012547631913548685, "loss_rpn_loc": 0.0035218853245169157, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5399973187595606, "total_loss": 0.06543914675182805}
{"data_time": 0.003811946837231517, "eta_seconds": 94369.34772035922, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4142156862745098, "fast_rcnn/fg_cls_accuracy": 0.5330859616573902, "iteration": 65459, "loss_box_reg": 0.011282291176030412, "loss_cls": 0.046988670888822526, "loss_rpn_cls": 0.0009303920684828881, "loss_rpn_loc": 0.003080508700804785, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5390313640236855, "total_loss": 0.0637427856001409}
{"data_time": 0.003905721940100193, "eta_seconds": 94358.53428996517, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4395933014354067, "fast_rcnn/fg_cls_accuracy": 0.5604066985645934, "iteration": 65479, "loss_box_reg": 0.010659409512300044, "loss_cls": 0.04721953358966857, "loss_rpn_cls": 0.0012805525036583276, "loss_rpn_loc": 0.002591023985587526, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422051709610969, "total_loss": 0.06349147139349043}
{"data_time": 0.0036317128688097, "eta_seconds": 94406.60460847244, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3460365853658537, "fast_rcnn/fg_cls_accuracy": 0.6539634146341464, "iteration": 65499, "loss_box_reg": 0.011440015747211874, "loss_cls": 0.04898517613764852, "loss_rpn_cls": 0.0008956925472602961, "loss_rpn_loc": 0.0026041787132271565, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5465083164162934, "total_loss": 0.06622451938198992}
{"data_time": 0.003739621490240097, "eta_seconds": 94325.88944902644, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.36278195488721804, "fast_rcnn/fg_cls_accuracy": 0.637218045112782, "iteration": 65519, "loss_box_reg": 0.011441223468864337, "loss_cls": 0.0488411164842546, "loss_rpn_cls": 0.001003839799295747, "loss_rpn_loc": 0.0038928282774577383, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5332698479760438, "total_loss": 0.0663796316554226}
{"data_time": 0.004182999022305012, "eta_seconds": 94326.09399878304, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41801075268817206, "fast_rcnn/fg_cls_accuracy": 0.581989247311828, "iteration": 65539, "loss_box_reg": 0.012021729140542448, "loss_cls": 0.050045313546434045, "loss_rpn_cls": 0.0011145751959702466, "loss_rpn_loc": 0.0028155355612398125, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5436202676501125, "total_loss": 0.06475954564768927}
{"data_time": 0.0036774929612874985, "eta_seconds": 94374.1440708451, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2542016806722689, "fast_rcnn/fg_cls_accuracy": 0.7457983193277311, "iteration": 65559, "loss_box_reg": 0.011866756540257484, "loss_cls": 0.04764871462248266, "loss_rpn_cls": 0.0008597402311352198, "loss_rpn_loc": 0.0029933426849311218, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5394051978364587, "total_loss": 0.06503459576833848}
{"data_time": 0.0039427310694009066, "eta_seconds": 94304.46713799494, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.49504662004662003, "fast_rcnn/fg_cls_accuracy": 0.50495337995338, "iteration": 65579, "loss_box_reg": 0.011973037151619792, "loss_cls": 0.04868243710370734, "loss_rpn_cls": 0.0012797169979421597, "loss_rpn_loc": 0.0027545025877770968, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379406239371747, "total_loss": 0.06626750542943682}
{"data_time": 0.0041863881051540375, "eta_seconds": 94282.6407792233, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.43189964157706096, "fast_rcnn/fg_cls_accuracy": 0.5681003584229392, "iteration": 65599, "loss_box_reg": 0.011401418218156323, "loss_cls": 0.04626000503776595, "loss_rpn_cls": 0.0009292540818250927, "loss_rpn_loc": 0.002895070174417924, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374044089112431, "total_loss": 0.06481256209315234}
{"data_time": 0.003983320435509086, "eta_seconds": 94282.84027720685, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3647450110864745, "fast_rcnn/fg_cls_accuracy": 0.622628726287263, "iteration": 65619, "loss_box_reg": 0.011023989092791453, "loss_cls": 0.04924862849293277, "loss_rpn_cls": 0.0011210205275347107, "loss_rpn_loc": 0.0032456620247103274, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5425144371110946, "total_loss": 0.06670342218484393}
{"data_time": 0.0037007397040724754, "eta_seconds": 94301.9816045647, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.46148459383753504, "fast_rcnn/fg_cls_accuracy": 0.5385154061624651, "iteration": 65639, "loss_box_reg": 0.011012345552444458, "loss_cls": 0.05063485284335911, "loss_rpn_cls": 0.0017078413468993858, "loss_rpn_loc": 0.0025933618562703487, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408113137818873, "total_loss": 0.0698117148615438}
{"data_time": 0.0038660115096718073, "eta_seconds": 94250.20427687094, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5333333333333333, "iteration": 65659, "loss_box_reg": 0.01139833449269645, "loss_cls": 0.049933027708902955, "loss_rpn_cls": 0.0015096210534579768, "loss_rpn_loc": 0.002985438652103767, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5354973440989852, "total_loss": 0.06824850451698694}
{"data_time": 0.0036061329301446676, "eta_seconds": 94239.39210942015, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1715686274509804, "fast_rcnn/fg_cls_accuracy": 0.8284313725490196, "iteration": 65679, "loss_box_reg": 0.012828265957068652, "loss_cls": 0.04899586143437773, "loss_rpn_cls": 0.0010416634836047933, "loss_rpn_loc": 0.002894708977692062, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5434395871125162, "total_loss": 0.06605395687427063}
{"data_time": 0.004054408986121416, "eta_seconds": 94232.29702533525, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.48001567398119127, "fast_rcnn/fg_cls_accuracy": 0.518120393120393, "iteration": 65699, "loss_box_reg": 0.011447676079114899, "loss_cls": 0.04998236149549484, "loss_rpn_cls": 0.0011643825996543455, "loss_rpn_loc": 0.003270497381890891, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5422679029870778, "total_loss": 0.06749350827089984}
{"data_time": 0.003947639837861061, "eta_seconds": 94217.76777451858, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3094017094017094, "fast_rcnn/fg_cls_accuracy": 0.602020202020202, "iteration": 65719, "loss_box_reg": 0.011613104055868462, "loss_cls": 0.05015024938620627, "loss_rpn_cls": 0.0013181370902657363, "loss_rpn_loc": 0.002999347350851167, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.533921243622899, "total_loss": 0.06739429721392298}
{"data_time": 0.003893091809004545, "eta_seconds": 94210.6718374074, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4941860465116279, "fast_rcnn/fg_cls_accuracy": 0.5058139534883721, "iteration": 65739, "loss_box_reg": 0.011436690750997514, "loss_cls": 0.045334105321671814, "loss_rpn_cls": 0.001261366554444976, "loss_rpn_loc": 0.002699290245800512, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5387828941456974, "total_loss": 0.061803098728432815}
{"data_time": 0.0041069574654102325, "eta_seconds": 94202.14528654306, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3069073783359498, "fast_rcnn/fg_cls_accuracy": 0.6930926216640503, "iteration": 65759, "loss_box_reg": 0.011679598042974249, "loss_cls": 0.0485698829870671, "loss_rpn_cls": 0.0009990529106289614, "loss_rpn_loc": 0.002658951421835809, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5408530195709318, "total_loss": 0.06476423489402805}
{"data_time": 0.003771816147491336, "eta_seconds": 94191.332430179, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4159919028340081, "fast_rcnn/fg_cls_accuracy": 0.5670134638922889, "iteration": 65779, "loss_box_reg": 0.012509839463746175, "loss_cls": 0.05273138196207583, "loss_rpn_cls": 0.0010277930782649491, "loss_rpn_loc": 0.0023814085470803548, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423274366185069, "total_loss": 0.06935170070244112}
{"data_time": 0.003625252516940236, "eta_seconds": 94178.23405551561, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4798145117294053, "fast_rcnn/fg_cls_accuracy": 0.47529706066291433, "iteration": 65799, "loss_box_reg": 0.011969725572271273, "loss_cls": 0.04903255682438612, "loss_rpn_cls": 0.0008003328439372126, "loss_rpn_loc": 0.0029199655800766777, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375497071072459, "total_loss": 0.0660692711712727}
{"data_time": 0.003515198128297925, "eta_seconds": 94169.70671745087, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4417344173441734, "fast_rcnn/fg_cls_accuracy": 0.5582655826558266, "iteration": 65819, "loss_box_reg": 0.010775170871056616, "loss_cls": 0.04766791348811239, "loss_rpn_cls": 0.0012723212013270313, "loss_rpn_loc": 0.003113231468887534, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427998753730208, "total_loss": 0.06278252597599021}
{"data_time": 0.003579963929951191, "eta_seconds": 94156.60886758775, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4402228976697061, "fast_rcnn/fg_cls_accuracy": 0.5597771023302938, "iteration": 65839, "loss_box_reg": 0.011373836547136307, "loss_cls": 0.05042360816150904, "loss_rpn_cls": 0.0011894822985141218, "loss_rpn_loc": 0.003595437578042038, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5379364653490484, "total_loss": 0.06684337117064842}
{"data_time": 0.0038466728292405605, "eta_seconds": 94134.61589029594, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3819444444444444, "fast_rcnn/fg_cls_accuracy": 0.6180555555555556, "iteration": 65859, "loss_box_reg": 0.01118044665781781, "loss_cls": 0.04688101779902354, "loss_rpn_cls": 0.001364970979238933, "loss_rpn_loc": 0.0023433406040567206, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5373809859156609, "total_loss": 0.06263972301985632}
{"data_time": 0.0038301970344036818, "eta_seconds": 94104.55123225437, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2773556231003039, "fast_rcnn/fg_cls_accuracy": 0.7047872340425532, "iteration": 65879, "loss_box_reg": 0.011472845915704966, "loss_cls": 0.04716439760522917, "loss_rpn_cls": 0.0010615285574431255, "loss_rpn_loc": 0.002961046071504825, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5398917009588331, "total_loss": 0.0649062558649689}
{"data_time": 0.004065606277436018, "eta_seconds": 94084.22070262511, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29822161422708615, "fast_rcnn/fg_cls_accuracy": 0.7017783857729138, "iteration": 65899, "loss_box_reg": 0.012962399428943172, "loss_cls": 0.047593491384759545, "loss_rpn_cls": 0.0013534575015228256, "loss_rpn_loc": 0.003565317825632519, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5380554073490202, "total_loss": 0.06826124934070776}
{"data_time": 0.004166949074715376, "eta_seconds": 94076.43107070378, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4289821736630247, "fast_rcnn/fg_cls_accuracy": 0.5710178263369753, "iteration": 65919, "loss_box_reg": 0.011382008699001744, "loss_cls": 0.04891800112091005, "loss_rpn_cls": 0.0012259526225761874, "loss_rpn_loc": 0.0027370851021260023, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5451349606737494, "total_loss": 0.06524930955788477}
{"data_time": 0.0040244609117507935, "eta_seconds": 94059.06630416191, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5088383838383839, "fast_rcnn/fg_cls_accuracy": 0.4318181818181818, "iteration": 65939, "loss_box_reg": 0.01156204636208713, "loss_cls": 0.04872459126636386, "loss_rpn_cls": 0.0010745342591462759, "loss_rpn_loc": 0.00315804107231088, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5360538891982287, "total_loss": 0.06663740655278616}
{"data_time": 0.003583716694265604, "eta_seconds": 94045.14239621046, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.27884615384615385, "fast_rcnn/fg_cls_accuracy": 0.7211538461538461, "iteration": 65959, "loss_box_reg": 0.01186863225302659, "loss_cls": 0.04819141316693276, "loss_rpn_cls": 0.0014865421208014595, "loss_rpn_loc": 0.0027870803423866164, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5412036343477666, "total_loss": 0.06406917528607892}
{"data_time": 0.004083668813109398, "eta_seconds": 94014.87544909283, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34474474474474476, "fast_rcnn/fg_cls_accuracy": 0.6552552552552553, "iteration": 65979, "loss_box_reg": 0.011560292361536995, "loss_cls": 0.048659602587576956, "loss_rpn_cls": 0.0010405317891581944, "loss_rpn_loc": 0.00266475195530802, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393035581801087, "total_loss": 0.06575644088934496}
{"data_time": 0.004108102526515722, "eta_seconds": 94020.1094087041, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4803571428571428, "fast_rcnn/fg_cls_accuracy": 0.5196428571428571, "iteration": 65999, "loss_box_reg": 0.011290189111605287, "loss_cls": 0.049634548486210406, "loss_rpn_cls": 0.0010621419074254845, "loss_rpn_loc": 0.002621895786433015, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5480490732006729, "total_loss": 0.06716452945147466}
{"data_time": 0.004555602325126529, "eta_seconds": 93980.68297561049, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4297385620915033, "fast_rcnn/fg_cls_accuracy": 0.5604575163398693, "iteration": 66019, "loss_box_reg": 0.013098643335979432, "loss_cls": 0.05102228734176606, "loss_rpn_cls": 0.0015294443066977692, "loss_rpn_loc": 0.003020779624421266, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5381813384592533, "total_loss": 0.06886182160519638}
{"data_time": 0.004236871376633644, "eta_seconds": 93982.4604386806, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31, "fast_rcnn/fg_cls_accuracy": 0.5949019607843138, "iteration": 66039, "loss_box_reg": 0.011846238980069757, "loss_cls": 0.048011916456744075, "loss_rpn_cls": 0.001474416205894613, "loss_rpn_loc": 0.003287519222794799, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5420992318540812, "total_loss": 0.06485804565733133}
{"data_time": 0.003623931435868144, "eta_seconds": 93971.65543520986, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36559507523939805, "fast_rcnn/fg_cls_accuracy": 0.634404924760602, "iteration": 66059, "loss_box_reg": 0.011713138548657298, "loss_cls": 0.047594683011993766, "loss_rpn_cls": 0.0011055270488213864, "loss_rpn_loc": 0.002737721953963046, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535829326370731, "total_loss": 0.06269522646425685}
{"data_time": 0.003537925658747554, "eta_seconds": 93939.69224443822, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.4974593495934959, "fast_rcnn/fg_cls_accuracy": 0.4776869893148963, "iteration": 66079, "loss_box_reg": 0.011566236440557986, "loss_cls": 0.05007077846676111, "loss_rpn_cls": 0.0009319866541659394, "loss_rpn_loc": 0.002294537387570017, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373032940551639, "total_loss": 0.06529635033956538}
{"data_time": 0.0035239188000559807, "eta_seconds": 93928.8896740477, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3018518518518518, "fast_rcnn/fg_cls_accuracy": 0.6846978557504874, "iteration": 66099, "loss_box_reg": 0.011638351308647543, "loss_cls": 0.046646569622680545, "loss_rpn_cls": 0.0016589922133789514, "loss_rpn_loc": 0.0038606634552706964, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.544753928668797, "total_loss": 0.06509148770200213}
{"data_time": 0.003606107085943222, "eta_seconds": 93933.52801596909, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4051767048282728, "fast_rcnn/fg_cls_accuracy": 0.48914728682170544, "iteration": 66119, "loss_box_reg": 0.011404691293137148, "loss_cls": 0.047676489455625415, "loss_rpn_cls": 0.0010200953724961437, "loss_rpn_loc": 0.0026692518513300456, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5343318609520793, "total_loss": 0.0653919953245179}
{"data_time": 0.0036724130623042583, "eta_seconds": 93928.4354213269, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4078309078309078, "fast_rcnn/fg_cls_accuracy": 0.5921690921690922, "iteration": 66139, "loss_box_reg": 0.011433879320975393, "loss_cls": 0.048599994042888284, "loss_rpn_cls": 0.0015022858997326693, "loss_rpn_loc": 0.00262311502956436, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431654830463231, "total_loss": 0.06751221195713697}
{"data_time": 0.003772283671423793, "eta_seconds": 93949.8984673738, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41280241935483875, "fast_rcnn/fg_cls_accuracy": 0.5792114695340502, "iteration": 66159, "loss_box_reg": 0.0112018589861691, "loss_cls": 0.051790069905109704, "loss_rpn_cls": 0.0008305998271680437, "loss_rpn_loc": 0.0033501968064229004, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5436132501345128, "total_loss": 0.0680508710054255}
{"data_time": 0.003869744949042797, "eta_seconds": 93935.92250240291, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3316610925306578, "fast_rcnn/fg_cls_accuracy": 0.6683389074693422, "iteration": 66179, "loss_box_reg": 0.0108281951979734, "loss_cls": 0.04708830593153834, "loss_rpn_cls": 0.0012217801850056276, "loss_rpn_loc": 0.0032919461154961027, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5450833316426724, "total_loss": 0.06194011159342949}
{"data_time": 0.0039044138975441456, "eta_seconds": 93928.28103570524, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7638888888888888, "iteration": 66199, "loss_box_reg": 0.012906179996207356, "loss_cls": 0.047904257429763675, "loss_rpn_cls": 0.000895512482088634, "loss_rpn_loc": 0.0033807122799771605, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5392213517334312, "total_loss": 0.06559198442460001}
{"data_time": 0.003701995825394988, "eta_seconds": 93920.79655924556, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3518379594898725, "fast_rcnn/fg_cls_accuracy": 0.6481620405101276, "iteration": 66219, "loss_box_reg": 0.011503609392093495, "loss_cls": 0.046718280646018684, "loss_rpn_cls": 0.0009910970423732124, "loss_rpn_loc": 0.0022909468789293896, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5401594303548336, "total_loss": 0.06472491120680957}
{"data_time": 0.003920003538951278, "eta_seconds": 93928.06610558904, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4494949494949495, "fast_rcnn/fg_cls_accuracy": 0.5505050505050505, "iteration": 66239, "loss_box_reg": 0.011296279670204967, "loss_cls": 0.04718084167689085, "loss_rpn_cls": 0.001365511182029877, "loss_rpn_loc": 0.0024354258821404073, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5422264628577977, "total_loss": 0.06366508497831092}
{"data_time": 0.003760641673579812, "eta_seconds": 93924.70448742341, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4258241758241758, "fast_rcnn/fg_cls_accuracy": 0.5741758241758241, "iteration": 66259, "loss_box_reg": 0.012545187346404418, "loss_cls": 0.050138323567807674, "loss_rpn_cls": 0.0009121794528255123, "loss_rpn_loc": 0.0030123376272968017, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5414563859812915, "total_loss": 0.06800766574178851}
{"data_time": 0.0038544314447790384, "eta_seconds": 93920.39342709677, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5492063492063493, "fast_rcnn/fg_cls_accuracy": 0.42735042735042733, "iteration": 66279, "loss_box_reg": 0.011324118735501543, "loss_cls": 0.05278572754468769, "loss_rpn_cls": 0.0012400896489452862, "loss_rpn_loc": 0.0033709704548527952, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397565562743694, "total_loss": 0.06966223544577588}
{"data_time": 0.004196117166429758, "eta_seconds": 93892.07108372566, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3013640238704177, "fast_rcnn/fg_cls_accuracy": 0.6986359761295823, "iteration": 66299, "loss_box_reg": 0.010769871441880241, "loss_cls": 0.04686863033566624, "loss_rpn_cls": 0.0011206764895916876, "loss_rpn_loc": 0.002999630192789482, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5377286723814905, "total_loss": 0.06219383344046037}
{"data_time": 0.004134775372222066, "eta_seconds": 93884.82138848654, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4126753749395259, "fast_rcnn/fg_cls_accuracy": 0.5873246250604741, "iteration": 66319, "loss_box_reg": 0.011403167969547212, "loss_cls": 0.04808288882486522, "loss_rpn_cls": 0.00132526940774369, "loss_rpn_loc": 0.002595350533738383, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.542495617410168, "total_loss": 0.06401664041300137}
{"data_time": 0.0037343804724514484, "eta_seconds": 93883.73477362515, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.47619047619047616, "fast_rcnn/fg_cls_accuracy": 0.5238095238095238, "iteration": 66339, "loss_box_reg": 0.011369488871423528, "loss_cls": 0.04947400279343128, "loss_rpn_cls": 0.0010986928936631557, "loss_rpn_loc": 0.0025901938934111968, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368071324191988, "total_loss": 0.06564102540573913}
{"data_time": 0.004043790977448225, "eta_seconds": 93863.19902993529, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2948717948717948, "fast_rcnn/fg_cls_accuracy": 0.6923076923076923, "iteration": 66359, "loss_box_reg": 0.012166203028755262, "loss_cls": 0.04825078719295561, "loss_rpn_cls": 0.0013969325331117943, "loss_rpn_loc": 0.0029786649101879448, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5354805057868361, "total_loss": 0.06697351201501078}
{"data_time": 0.004036551341414452, "eta_seconds": 93862.11017517792, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32069874752801586, "fast_rcnn/fg_cls_accuracy": 0.6778378378378378, "iteration": 66379, "loss_box_reg": 0.011704302916768938, "loss_cls": 0.0511358407093212, "loss_rpn_cls": 0.0008789397074906447, "loss_rpn_loc": 0.0030321585436468013, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5400599949061871, "total_loss": 0.06769091747833045}
{"data_time": 0.0040394647512584925, "eta_seconds": 93838.01723770075, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 66399, "loss_box_reg": 0.011496285878820345, "loss_cls": 0.04856068943627179, "loss_rpn_cls": 0.0014524056417712927, "loss_rpn_loc": 0.002262053149024723, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540153712965548, "total_loss": 0.06309257794038103}
{"data_time": 0.003763679414987564, "eta_seconds": 93830.76549210842, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4124040920716112, "fast_rcnn/fg_cls_accuracy": 0.5875959079283888, "iteration": 66419, "loss_box_reg": 0.01111558306729421, "loss_cls": 0.05100611236412078, "loss_rpn_cls": 0.0018618218542769682, "loss_rpn_loc": 0.0038644218402623665, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5433373700361699, "total_loss": 0.06984177033200467}
{"data_time": 0.003965489333495498, "eta_seconds": 93819.9543128328, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5455486542443064, "fast_rcnn/fg_cls_accuracy": 0.45445134575569357, "iteration": 66439, "loss_box_reg": 0.011795672093285248, "loss_cls": 0.04804497805889696, "loss_rpn_cls": 0.0009958763562281092, "loss_rpn_loc": 0.0025104736705543473, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5380364353768528, "total_loss": 0.0638564983098604}
{"data_time": 0.003434177953749895, "eta_seconds": 93809.14313355717, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3508771929824561, "fast_rcnn/fg_cls_accuracy": 0.6491228070175439, "iteration": 66459, "loss_box_reg": 0.011867806548252702, "loss_cls": 0.04876625072211027, "loss_rpn_cls": 0.0007514121288068054, "loss_rpn_loc": 0.0028743233742716257, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5385500465054065, "total_loss": 0.0658026119377837}
{"data_time": 0.003931703744456172, "eta_seconds": 93760.7450802452, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33967391304347827, "fast_rcnn/fg_cls_accuracy": 0.6603260869565217, "iteration": 66479, "loss_box_reg": 0.01185686734970659, "loss_cls": 0.0447041115257889, "loss_rpn_cls": 0.0012399240219593821, "loss_rpn_loc": 0.0034395422298985068, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5344994508195668, "total_loss": 0.06229433452244848}
{"data_time": 0.004137080395594239, "eta_seconds": 93721.39760635584, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35355392156862747, "fast_rcnn/fg_cls_accuracy": 0.6337274774774775, "iteration": 66499, "loss_box_reg": 0.011252531636273488, "loss_cls": 0.0495915284845978, "loss_rpn_cls": 0.0009587412348537327, "loss_rpn_loc": 0.003334237560920883, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370697022881359, "total_loss": 0.06501393818257384}
{"data_time": 0.0039632259868085384, "eta_seconds": 93749.95854105335, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3595959595959596, "fast_rcnn/fg_cls_accuracy": 0.6404040404040404, "iteration": 66519, "loss_box_reg": 0.011493677855469286, "loss_cls": 0.04876955441432074, "loss_rpn_cls": 0.0013687242678770417, "loss_rpn_loc": 0.003815263869910268, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5461753869894892, "total_loss": 0.06586085086519233}
{"data_time": 0.004136129980906844, "eta_seconds": 93723.82853314816, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3835483870967742, "fast_rcnn/fg_cls_accuracy": 0.6164516129032258, "iteration": 66539, "loss_box_reg": 0.011727222998160869, "loss_cls": 0.05055990372784436, "loss_rpn_cls": 0.0017759253003077902, "loss_rpn_loc": 0.0029122118212399073, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5391971752978861, "total_loss": 0.06854754198468527}
{"data_time": 0.0037061215844005346, "eta_seconds": 93726.0680149449, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.30666666666666664, "fast_rcnn/fg_cls_accuracy": 0.6933333333333334, "iteration": 66559, "loss_box_reg": 0.010862445866223425, "loss_cls": 0.04459853394655511, "loss_rpn_cls": 0.0010708251691085025, "loss_rpn_loc": 0.0022134244827611838, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.54267992451787, "total_loss": 0.06355650862622042}
{"data_time": 0.003917384892702103, "eta_seconds": 93715.26018196251, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4909090909090909, "fast_rcnn/fg_cls_accuracy": 0.509090909090909, "iteration": 66579, "loss_box_reg": 0.011853965348564088, "loss_cls": 0.050244309357367456, "loss_rpn_cls": 0.001162762308723586, "loss_rpn_loc": 0.0025878923588606995, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539107998367399, "total_loss": 0.06699502542142}
{"data_time": 0.0037451935932040215, "eta_seconds": 93743.17488371814, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3798076923076923, "fast_rcnn/fg_cls_accuracy": 0.5818858560794045, "iteration": 66599, "loss_box_reg": 0.011656612099613994, "loss_cls": 0.048150015994906425, "loss_rpn_cls": 0.0009618098233374894, "loss_rpn_loc": 0.0021847780590178445, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422019285615534, "total_loss": 0.06352721373082204}
{"data_time": 0.004009446362033486, "eta_seconds": 93656.57626404217, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4654861944777911, "fast_rcnn/fg_cls_accuracy": 0.5243097238895558, "iteration": 66619, "loss_box_reg": 0.011173513892572373, "loss_cls": 0.0481393433874473, "loss_rpn_cls": 0.0009319308127260229, "loss_rpn_loc": 0.002261821868160041, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5345950180198997, "total_loss": 0.06258466074496027}
{"data_time": 0.003848946886137128, "eta_seconds": 93657.51064787968, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36508951406649615, "fast_rcnn/fg_cls_accuracy": 0.6196343402225755, "iteration": 66639, "loss_box_reg": 0.011400197225157171, "loss_cls": 0.04940646589966491, "loss_rpn_cls": 0.0012767539164997288, "loss_rpn_loc": 0.0036116733463131823, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.547231167787686, "total_loss": 0.0655337742350639}
{"data_time": 0.003937009023502469, "eta_seconds": 93672.02885003295, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5058139534883721, "fast_rcnn/fg_cls_accuracy": 0.4941860465116279, "iteration": 66659, "loss_box_reg": 0.012843900156440213, "loss_cls": 0.048728556314017624, "loss_rpn_cls": 0.0013065004609416064, "loss_rpn_loc": 0.003679066176118795, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396637513767928, "total_loss": 0.06748432912536373}
{"data_time": 0.004316843114793301, "eta_seconds": 93675.80579768796, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4274519716885743, "fast_rcnn/fg_cls_accuracy": 0.5540697674418604, "iteration": 66679, "loss_box_reg": 0.01193991643958725, "loss_cls": 0.04755386192118749, "loss_rpn_cls": 0.0011702052501334492, "loss_rpn_loc": 0.003104333722149022, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433471754658967, "total_loss": 0.06708264067856362}
{"data_time": 0.003887124126777053, "eta_seconds": 93664.99628172652, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4504862953138815, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 66699, "loss_box_reg": 0.011779877357184887, "loss_cls": 0.048711813462432474, "loss_rpn_cls": 0.0013880704883888484, "loss_rpn_loc": 0.003205993663868867, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5407883415464312, "total_loss": 0.0699484395121317}
{"data_time": 0.0038078550714999437, "eta_seconds": 93704.13120853878, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.46794871794871795, "fast_rcnn/fg_cls_accuracy": 0.532051282051282, "iteration": 66719, "loss_box_reg": 0.011484184040455148, "loss_cls": 0.047925325692631304, "loss_rpn_cls": 0.0012962821542714664, "loss_rpn_loc": 0.0030755046536796726, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5457463830243796, "total_loss": 0.06438942515273993}
{"data_time": 0.003974104067310691, "eta_seconds": 93684.44751939923, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38857142857142857, "fast_rcnn/fg_cls_accuracy": 0.5995535714285714, "iteration": 66739, "loss_box_reg": 0.01061065768590197, "loss_cls": 0.04571631253929809, "loss_rpn_cls": 0.0008011890781745024, "loss_rpn_loc": 0.003080558846704662, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387671266216785, "total_loss": 0.06207873500193273}
{"data_time": 0.0036943850573152304, "eta_seconds": 93673.63326258212, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3944444444444445, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 66759, "loss_box_reg": 0.011242756445426494, "loss_cls": 0.04829774214886129, "loss_rpn_cls": 0.0011080617963443729, "loss_rpn_loc": 0.0028572143492056057, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539180331164971, "total_loss": 0.06393871169245813}
{"data_time": 0.003957898588851094, "eta_seconds": 93635.83028283669, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4749552772808587, "fast_rcnn/fg_cls_accuracy": 0.5250447227191413, "iteration": 66779, "loss_box_reg": 0.011971825122600421, "loss_cls": 0.04906941298395395, "loss_rpn_cls": 0.0011244488464399183, "loss_rpn_loc": 0.00314403896118165, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398127790540457, "total_loss": 0.06643076864156683}
{"data_time": 0.004042237997055054, "eta_seconds": 93660.8700864499, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4575320512820513, "fast_rcnn/fg_cls_accuracy": 0.5424679487179487, "iteration": 66799, "loss_box_reg": 0.011316748044919223, "loss_cls": 0.04988641233649105, "loss_rpn_cls": 0.0007699412590227439, "loss_rpn_loc": 0.0022910872685315553, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5444425903260708, "total_loss": 0.0652248157469586}
{"data_time": 0.003972344333305955, "eta_seconds": 93627.22425545077, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44294871794871793, "fast_rcnn/fg_cls_accuracy": 0.5570512820512821, "iteration": 66819, "loss_box_reg": 0.011713433486875147, "loss_cls": 0.04822183039505035, "loss_rpn_cls": 0.0010865516469493741, "loss_rpn_loc": 0.002791166665701894, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.538286667317152, "total_loss": 0.062315272357921}
{"data_time": 0.004076930694282055, "eta_seconds": 93639.23952540546, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5882352941176471, "fast_rcnn/fg_cls_accuracy": 0.4117647058823529, "iteration": 66839, "loss_box_reg": 0.011198626336408779, "loss_cls": 0.0484530171379447, "loss_rpn_cls": 0.000846550497840326, "loss_rpn_loc": 0.002704773589357501, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5461047620046884, "total_loss": 0.06466498824738665}
{"data_time": 0.003915291745215654, "eta_seconds": 93619.56197849661, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3323133414932681, "fast_rcnn/fg_cls_accuracy": 0.667686658506732, "iteration": 66859, "loss_box_reg": 0.012150542490417138, "loss_cls": 0.04975605593062937, "loss_rpn_cls": 0.0009186156032683357, "loss_rpn_loc": 0.0028308420651228516, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5385739388875663, "total_loss": 0.06666663505382076}
{"data_time": 0.003693811595439911, "eta_seconds": 93626.18047404522, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4336075205640423, "fast_rcnn/fg_cls_accuracy": 0.5663924794359576, "iteration": 66879, "loss_box_reg": 0.011151231912663206, "loss_cls": 0.048226436076220125, "loss_rpn_cls": 0.0009446018406151779, "loss_rpn_loc": 0.0025205098754668143, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5432971133850515, "total_loss": 0.06471968254533067}
{"data_time": 0.004242743598297238, "eta_seconds": 93597.9334648624, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4458204334365325, "fast_rcnn/fg_cls_accuracy": 0.5541795665634675, "iteration": 66899, "loss_box_reg": 0.01147610426414758, "loss_cls": 0.04949094413314015, "loss_rpn_cls": 0.0012037323831464164, "loss_rpn_loc": 0.0036840271422988735, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5305072492919862, "total_loss": 0.06685256801461037}
{"data_time": 0.004147690953686833, "eta_seconds": 93553.22876332887, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.472953216374269, "fast_rcnn/fg_cls_accuracy": 0.527046783625731, "iteration": 66919, "loss_box_reg": 0.011480601824587211, "loss_cls": 0.04971878370270133, "loss_rpn_cls": 0.0009177850764672257, "loss_rpn_loc": 0.002414681042864686, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5393004559446126, "total_loss": 0.06544082334403356}
{"data_time": 0.00391864194534719, "eta_seconds": 93585.16312279436, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4736842105263158, "fast_rcnn/fg_cls_accuracy": 0.5263157894736843, "iteration": 66939, "loss_box_reg": 0.011249411996686831, "loss_cls": 0.04923996957950294, "loss_rpn_cls": 0.0009207660563106401, "loss_rpn_loc": 0.003164762834785506, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5480410805903375, "total_loss": 0.0664742229729427}
{"data_time": 0.003967517986893654, "eta_seconds": 93565.4906944111, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3402777777777778, "fast_rcnn/fg_cls_accuracy": 0.6597222222222222, "iteration": 66959, "loss_box_reg": 0.011180462286574766, "loss_cls": 0.04585750977275893, "loss_rpn_cls": 0.0008185572465322366, "loss_rpn_loc": 0.0030670328342239372, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423583330120891, "total_loss": 0.06093897141681737}
{"data_time": 0.003958455985412002, "eta_seconds": 93527.71887569455, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.44590643274853803, "fast_rcnn/fg_cls_accuracy": 0.554093567251462, "iteration": 66979, "loss_box_reg": 0.011354268091963604, "loss_cls": 0.0503961289068684, "loss_rpn_cls": 0.0022843375945740263, "loss_rpn_loc": 0.003468877694103867, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5324346022680402, "total_loss": 0.06767345726939311}
{"data_time": 0.0039269153494387865, "eta_seconds": 93506.62813465716, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2936730123180291, "fast_rcnn/fg_cls_accuracy": 0.663563829787234, "iteration": 66999, "loss_box_reg": 0.011479202599730343, "loss_cls": 0.049247846589423716, "loss_rpn_cls": 0.0006974126882823839, "loss_rpn_loc": 0.003306816226540832, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423427314963192, "total_loss": 0.06570792688421534}
{"data_time": 0.003691822988912463, "eta_seconds": 93479.03281599749, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4627554383651945, "fast_rcnn/fg_cls_accuracy": 0.5372445616348056, "iteration": 67019, "loss_box_reg": 0.012265863944776356, "loss_cls": 0.04904464108403772, "loss_rpn_cls": 0.0009871467145785573, "loss_rpn_loc": 0.002771168754406972, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379898496903479, "total_loss": 0.06743921969336952}
{"data_time": 0.0038024429231882095, "eta_seconds": 93468.22480438743, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.13727329580988118, "fast_rcnn/fg_cls_accuracy": 0.8122459349593496, "iteration": 67039, "loss_box_reg": 0.011501930450322106, "loss_cls": 0.047340877004899085, "loss_rpn_cls": 0.001125683546916889, "loss_rpn_loc": 0.00253959144174587, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5453590287361294, "total_loss": 0.06302864435383526}
{"data_time": 0.0038213569205254316, "eta_seconds": 93484.4743128377, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4346153846153846, "fast_rcnn/fg_cls_accuracy": 0.5653846153846154, "iteration": 67059, "loss_box_reg": 0.010884848074056208, "loss_cls": 0.04690119042061269, "loss_rpn_cls": 0.0012761109037455753, "loss_rpn_loc": 0.0025465336912020575, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5430729268118739, "total_loss": 0.060597827196374965}
{"data_time": 0.003963892115280032, "eta_seconds": 93473.66317212349, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4189797449362341, "fast_rcnn/fg_cls_accuracy": 0.581020255063766, "iteration": 67079, "loss_box_reg": 0.010722879291279241, "loss_cls": 0.04751273267902434, "loss_rpn_cls": 0.00102237362688129, "loss_rpn_loc": 0.0026296781579731032, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5424739953596145, "total_loss": 0.06467194596120862}
{"data_time": 0.0038437084294855595, "eta_seconds": 93476.7579669184, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3041666666666667, "fast_rcnn/fg_cls_accuracy": 0.6958333333333333, "iteration": 67099, "loss_box_reg": 0.011300152720650658, "loss_cls": 0.04760054883081466, "loss_rpn_cls": 0.0011534138043316489, "loss_rpn_loc": 0.0034521917077654507, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5473402915522456, "total_loss": 0.06396832576069755}
{"data_time": 0.004190234467387199, "eta_seconds": 93493.64507045201, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48422847399829494, "fast_rcnn/fg_cls_accuracy": 0.5157715260017051, "iteration": 67119, "loss_box_reg": 0.010989905800670385, "loss_cls": 0.04909591842442751, "loss_rpn_cls": 0.0008236186449153138, "loss_rpn_loc": 0.0035537804251362104, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541506775887683, "total_loss": 0.06591856601289692}
{"data_time": 0.0036351201124489307, "eta_seconds": 93452.78407648508, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.391016548463357, "fast_rcnn/fg_cls_accuracy": 0.6082171680117388, "iteration": 67139, "loss_box_reg": 0.012271564570255578, "loss_cls": 0.04765724140452221, "loss_rpn_cls": 0.0010998974490803448, "loss_rpn_loc": 0.003106338295765454, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5344689607154578, "total_loss": 0.06518756407200499}
{"data_time": 0.004015911370515823, "eta_seconds": 93420.14851603331, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.36535947712418304, "fast_rcnn/fg_cls_accuracy": 0.5741356382978724, "iteration": 67159, "loss_box_reg": 0.01248116698116064, "loss_cls": 0.0503494911827147, "loss_rpn_cls": 0.0010573988595297124, "loss_rpn_loc": 0.0027840555430884706, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5366722207982093, "total_loss": 0.0679713212975912}
{"data_time": 0.003826457541435957, "eta_seconds": 93359.34812947595, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4603174603174603, "fast_rcnn/fg_cls_accuracy": 0.5396825396825398, "iteration": 67179, "loss_box_reg": 0.012130799645092338, "loss_cls": 0.04807441582670435, "loss_rpn_cls": 0.001307405254351579, "loss_rpn_loc": 0.002866071336029563, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375955102499574, "total_loss": 0.06579968064681907}
{"data_time": 0.003751093056052923, "eta_seconds": 93348.5439623748, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23330034636318653, "fast_rcnn/fg_cls_accuracy": 0.7653316645807259, "iteration": 67199, "loss_box_reg": 0.011648399900877848, "loss_cls": 0.04580170271219686, "loss_rpn_cls": 0.0011046493101503074, "loss_rpn_loc": 0.0033671783494355623, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5406091248150915, "total_loss": 0.06300387964165566}
{"data_time": 0.0038746618665754795, "eta_seconds": 93283.91562988609, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.49806451612903224, "fast_rcnn/fg_cls_accuracy": 0.5019354838709678, "iteration": 67219, "loss_box_reg": 0.01146418583812192, "loss_cls": 0.04846384856500663, "loss_rpn_cls": 0.0011538029776261283, "loss_rpn_loc": 0.002043586528088781, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5318498411215842, "total_loss": 0.0674160687606502}
{"data_time": 0.003987659467384219, "eta_seconds": 93258.63799875788, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.455026455026455, "fast_rcnn/fg_cls_accuracy": 0.48641025641025637, "iteration": 67239, "loss_box_reg": 0.010969446215312928, "loss_cls": 0.048695438890717924, "loss_rpn_cls": 0.0011765891122195171, "loss_rpn_loc": 0.004741702054161578, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5437479398678988, "total_loss": 0.06620365433684583}
{"data_time": 0.0039995345287024975, "eta_seconds": 93206.7096814597, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.37211981566820274, "fast_rcnn/fg_cls_accuracy": 0.6278801843317973, "iteration": 67259, "loss_box_reg": 0.010981760482536629, "loss_cls": 0.048121686559170485, "loss_rpn_cls": 0.0012816378191473632, "loss_rpn_loc": 0.0028676458805421134, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5363741898909211, "total_loss": 0.06408331352798768}
{"data_time": 0.003912894520908594, "eta_seconds": 93208.23503365577, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4046037019458947, "fast_rcnn/fg_cls_accuracy": 0.5545799715234931, "iteration": 67279, "loss_box_reg": 0.011368294100975618, "loss_cls": 0.046117672114633024, "loss_rpn_cls": 0.0016593352775089443, "loss_rpn_loc": 0.0031529411226074444, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5436334707774222, "total_loss": 0.06308600714817203}
{"data_time": 0.00365774380043149, "eta_seconds": 93259.37010342814, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43344025661587815, "fast_rcnn/fg_cls_accuracy": 0.5665597433841218, "iteration": 67299, "loss_box_reg": 0.011990119353868067, "loss_cls": 0.0511416012304835, "loss_rpn_cls": 0.0011327163962278064, "loss_rpn_loc": 0.003174983346980298, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5493618075270206, "total_loss": 0.06794047055689134}
{"data_time": 0.004078863421455026, "eta_seconds": 93229.92594604939, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32086720867208673, "fast_rcnn/fg_cls_accuracy": 0.6791327913279133, "iteration": 67319, "loss_box_reg": 0.011751185258617625, "loss_cls": 0.04837692063301802, "loss_rpn_cls": 0.0011184108475958965, "loss_rpn_loc": 0.003128958702291129, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5408154255710542, "total_loss": 0.06586794190855016}
{"data_time": 0.003939270740374923, "eta_seconds": 93254.82649561227, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.3803656597774245, "fast_rcnn/fg_cls_accuracy": 0.6165158371040724, "iteration": 67339, "loss_box_reg": 0.011811451899120584, "loss_cls": 0.04881493514403701, "loss_rpn_cls": 0.0011433046086040122, "loss_rpn_loc": 0.0034407877101330087, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442555348854512, "total_loss": 0.06549340183687491}
{"data_time": 0.00420060008764267, "eta_seconds": 93273.89890005975, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3645833333333333, "fast_rcnn/fg_cls_accuracy": 0.6354166666666666, "iteration": 67359, "loss_box_reg": 0.011391271138563752, "loss_cls": 0.05094486370217055, "loss_rpn_cls": 0.001604659543318121, "loss_rpn_loc": 0.003168289222230669, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5412196791730821, "total_loss": 0.06772763182266317}
{"data_time": 0.0040020139422267675, "eta_seconds": 93246.64774593082, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33295454545454545, "fast_rcnn/fg_cls_accuracy": 0.6538697788697789, "iteration": 67379, "loss_box_reg": 0.011591442569624633, "loss_cls": 0.044713348033837974, "loss_rpn_cls": 0.001692291062795448, "loss_rpn_loc": 0.0028395825647749007, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5354441530071199, "total_loss": 0.06309616682256092}
{"data_time": 0.004171973560005426, "eta_seconds": 93261.4045320882, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2963768115942029, "fast_rcnn/fg_cls_accuracy": 0.6512422360248447, "iteration": 67399, "loss_box_reg": 0.013096928159939125, "loss_cls": 0.046713636664208025, "loss_rpn_cls": 0.0014415316077247553, "loss_rpn_loc": 0.00405157713976223, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5474149589426816, "total_loss": 0.0665657781265736}
{"data_time": 0.0038885674439370632, "eta_seconds": 93211.61820816086, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.35774410774410775, "fast_rcnn/fg_cls_accuracy": 0.6422558922558923, "iteration": 67419, "loss_box_reg": 0.011847145855426788, "loss_cls": 0.050515034003183246, "loss_rpn_cls": 0.0012382017812342383, "loss_rpn_loc": 0.002813487022649497, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5384135029744357, "total_loss": 0.0665610921839459}
{"data_time": 0.0037002149038016796, "eta_seconds": 93230.67676909431, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.5685975609756098, "iteration": 67439, "loss_box_reg": 0.011145911616040394, "loss_cls": 0.048159628524445, "loss_rpn_cls": 0.0013013461777973134, "loss_rpn_loc": 0.004142040725128027, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5453929845243692, "total_loss": 0.06487653995503706}
{"data_time": 0.0035611640196293592, "eta_seconds": 93228.98476469447, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4660633484162896, "fast_rcnn/fg_cls_accuracy": 0.512087912087912, "iteration": 67459, "loss_box_reg": 0.011254555283812806, "loss_cls": 0.04988133971346542, "loss_rpn_cls": 0.0007750421156060838, "loss_rpn_loc": 0.003093984447332332, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5366794136352837, "total_loss": 0.0668841853960771}
{"data_time": 0.004236386623233557, "eta_seconds": 93229.06796877505, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 67479, "loss_box_reg": 0.011518972896737978, "loss_cls": 0.05008101754356176, "loss_rpn_cls": 0.0009488165167113038, "loss_rpn_loc": 0.0025219810631824657, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5322411705274135, "total_loss": 0.06600786237186185}
{"data_time": 0.0038973812479525805, "eta_seconds": 93235.54513017088, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28967428967428965, "fast_rcnn/fg_cls_accuracy": 0.7103257103257103, "iteration": 67499, "loss_box_reg": 0.011983260395936668, "loss_cls": 0.04828100139275193, "loss_rpn_cls": 0.0009577129028457421, "loss_rpn_loc": 0.002324525097719743, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367338894866407, "total_loss": 0.06618553363577462}
{"data_time": 0.0037202839739620686, "eta_seconds": 93224.73527456075, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35731132075471694, "fast_rcnn/fg_cls_accuracy": 0.6426886792452831, "iteration": 67519, "loss_box_reg": 0.011122912488644943, "loss_cls": 0.0483937778044492, "loss_rpn_cls": 0.0013538806025508165, "loss_rpn_loc": 0.0027753588910854887, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.546720165759325, "total_loss": 0.06392935575161118}
{"data_time": 0.0037151488941162825, "eta_seconds": 93213.92541895062, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.20709459459459462, "fast_rcnn/fg_cls_accuracy": 0.7929054054054054, "iteration": 67539, "loss_box_reg": 0.011965075304033235, "loss_cls": 0.048140566737856716, "loss_rpn_cls": 0.0017199599336663596, "loss_rpn_loc": 0.002880859890865395, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425339159555733, "total_loss": 0.0657159380267558}
{"data_time": 0.003989616641774774, "eta_seconds": 93170.29796436243, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2912891986062718, "fast_rcnn/fg_cls_accuracy": 0.6965156794425087, "iteration": 67559, "loss_box_reg": 0.011500620865263045, "loss_cls": 0.047390583786182106, "loss_rpn_cls": 0.0011765029826165119, "loss_rpn_loc": 0.0025799152826948557, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5366362924687564, "total_loss": 0.06400723928913976}
{"data_time": 0.003667019074782729, "eta_seconds": 93186.47205268987, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2542016806722689, "fast_rcnn/fg_cls_accuracy": 0.7457983193277311, "iteration": 67579, "loss_box_reg": 0.01163653569528833, "loss_cls": 0.04633419238962233, "loss_rpn_cls": 0.0014904399120609924, "loss_rpn_loc": 0.0026201797372777946, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431251393165439, "total_loss": 0.06358865659956336}
{"data_time": 0.0038144399877637625, "eta_seconds": 93148.68586562388, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.435, "fast_rcnn/fg_cls_accuracy": 0.565, "iteration": 67599, "loss_box_reg": 0.01125639776000753, "loss_cls": 0.048528868705034256, "loss_rpn_cls": 0.000918421945073078, "loss_rpn_loc": 0.0026397074507258367, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5397361107170582, "total_loss": 0.06392063105596435}
{"data_time": 0.0041394359432160854, "eta_seconds": 93137.8798162546, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35988620199146515, "fast_rcnn/fg_cls_accuracy": 0.6266002844950214, "iteration": 67619, "loss_box_reg": 0.010993422474712133, "loss_cls": 0.05062409315723926, "loss_rpn_cls": 0.001490547040475576, "loss_rpn_loc": 0.002835688752384158, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5344617529772222, "total_loss": 0.06494492172942046}
{"data_time": 0.00412164768204093, "eta_seconds": 93114.27200258523, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23928571428571427, "fast_rcnn/fg_cls_accuracy": 0.7398648648648649, "iteration": 67639, "loss_box_reg": 0.0119325285195373, "loss_cls": 0.04725745541509241, "loss_rpn_cls": 0.0011762771872554367, "loss_rpn_loc": 0.004084892538230633, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5400141645222902, "total_loss": 0.06493908125594317}
{"data_time": 0.003650000086054206, "eta_seconds": 93116.26771751605, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4924924924924925, "fast_rcnn/fg_cls_accuracy": 0.5075075075075075, "iteration": 67659, "loss_box_reg": 0.011917740979697555, "loss_cls": 0.049624337116256356, "loss_rpn_cls": 0.001349031484551233, "loss_rpn_loc": 0.0029381450985965785, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429794357623905, "total_loss": 0.06584427993630015}
{"data_time": 0.003908715909346938, "eta_seconds": 93079.2608128665, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43492985002418966, "fast_rcnn/fg_cls_accuracy": 0.5650701499758104, "iteration": 67679, "loss_box_reg": 0.010912083351286128, "loss_cls": 0.04913155979011208, "loss_rpn_cls": 0.0009145754124801897, "loss_rpn_loc": 0.002775971584924264, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5443027794826776, "total_loss": 0.06598500665990059}
{"data_time": 0.0039012725464999676, "eta_seconds": 93025.9318286893, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5686224489795919, "fast_rcnn/fg_cls_accuracy": 0.43137755102040815, "iteration": 67699, "loss_box_reg": 0.012142104853410274, "loss_cls": 0.05022380850277841, "loss_rpn_cls": 0.0009621944385287406, "loss_rpn_loc": 0.0027501998920342885, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400051460601389, "total_loss": 0.06697051958738598}
{"data_time": 0.004085385240614414, "eta_seconds": 92967.5648252042, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3721042471042471, "fast_rcnn/fg_cls_accuracy": 0.5835714285714286, "iteration": 67719, "loss_box_reg": 0.012307108991080895, "loss_cls": 0.047860560240224004, "loss_rpn_cls": 0.0012415992329124492, "loss_rpn_loc": 0.003045920151635073, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5390004150103778, "total_loss": 0.06593702113980271}
{"data_time": 0.00385134550742805, "eta_seconds": 92966.25372124184, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3299319727891156, "fast_rcnn/fg_cls_accuracy": 0.6700680272108843, "iteration": 67739, "loss_box_reg": 0.011511510296259075, "loss_cls": 0.052119315369054675, "loss_rpn_cls": 0.0005854294299894036, "loss_rpn_loc": 0.0025733356560522225, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5333234264981002, "total_loss": 0.06829343216543293}
{"data_time": 0.003969002049416304, "eta_seconds": 92964.68744601682, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3679138321995465, "fast_rcnn/fg_cls_accuracy": 0.6320861678004535, "iteration": 67759, "loss_box_reg": 0.011221199529245496, "loss_cls": 0.04946875968016684, "loss_rpn_cls": 0.0010608877015556573, "loss_rpn_loc": 0.003455176585703157, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5463037199806422, "total_loss": 0.06610643696819807}
{"data_time": 0.003648250363767147, "eta_seconds": 92944.6664197119, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45622119815668205, "fast_rcnn/fg_cls_accuracy": 0.543778801843318, "iteration": 67779, "loss_box_reg": 0.011618239135714248, "loss_cls": 0.04757679218892008, "loss_rpn_cls": 0.0013627336088575248, "loss_rpn_loc": 0.0027422895036579575, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5340469609946012, "total_loss": 0.06347926822218142}
{"data_time": 0.003596534952521324, "eta_seconds": 92924.39462543745, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37228260869565216, "fast_rcnn/fg_cls_accuracy": 0.6277173913043479, "iteration": 67799, "loss_box_reg": 0.011549127200851217, "loss_cls": 0.049967958591878414, "loss_rpn_cls": 0.0015969122241585865, "loss_rpn_loc": 0.002526744585338747, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408720842096955, "total_loss": 0.06564114656544007}
{"data_time": 0.0038750055246055126, "eta_seconds": 92913.60207549576, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4638655462184874, "fast_rcnn/fg_cls_accuracy": 0.5361344537815126, "iteration": 67819, "loss_box_reg": 0.011262475280091166, "loss_cls": 0.048522451194003224, "loss_rpn_cls": 0.0011339931215843535, "loss_rpn_loc": 0.003476016558124684, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5397211136296391, "total_loss": 0.06428066127045895}
{"data_time": 0.003903533099219203, "eta_seconds": 92897.56360565778, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2579457364341085, "fast_rcnn/fg_cls_accuracy": 0.7287037037037036, "iteration": 67839, "loss_box_reg": 0.011872209026478231, "loss_cls": 0.047842408530414104, "loss_rpn_cls": 0.0012596942564186975, "loss_rpn_loc": 0.0025767109655134846, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5433732280507684, "total_loss": 0.06388274197036026}
{"data_time": 0.0038729936350136995, "eta_seconds": 92892.01697561238, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3078947368421052, "fast_rcnn/fg_cls_accuracy": 0.6706766917293233, "iteration": 67859, "loss_box_reg": 0.011398853559512645, "loss_cls": 0.049295944278128445, "loss_rpn_cls": 0.0009822149485785303, "loss_rpn_loc": 0.002821225396473892, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5344035890884697, "total_loss": 0.06431268016729064}
{"data_time": 0.004077090183272958, "eta_seconds": 92872.17323671002, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4703525641025641, "fast_rcnn/fg_cls_accuracy": 0.5017959770114943, "iteration": 67879, "loss_box_reg": 0.011145154654514045, "loss_cls": 0.04899786482565105, "loss_rpn_cls": 0.0011542721464365968, "loss_rpn_loc": 0.004133961832849309, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5355876588728279, "total_loss": 0.06869753387837818}
{"data_time": 0.003791332943364978, "eta_seconds": 92889.12439051643, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4758933635847986, "fast_rcnn/fg_cls_accuracy": 0.5241066364152014, "iteration": 67899, "loss_box_reg": 0.011948553146794438, "loss_cls": 0.048359437874751166, "loss_rpn_cls": 0.0011138510524233425, "loss_rpn_loc": 0.0027893741898878943, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418098955415189, "total_loss": 0.06369510560000435}
{"data_time": 0.0040312702767550945, "eta_seconds": 92869.11086435709, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.27314814814814814, "fast_rcnn/fg_cls_accuracy": 0.6905615292712066, "iteration": 67919, "loss_box_reg": 0.011092422006186098, "loss_cls": 0.04749395191902295, "loss_rpn_cls": 0.0007415762406708382, "loss_rpn_loc": 0.0025101960309257265, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358963562175632, "total_loss": 0.061931164956604334}
{"data_time": 0.0036152955144643784, "eta_seconds": 92812.82373848115, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41568627450980394, "fast_rcnn/fg_cls_accuracy": 0.584313725490196, "iteration": 67939, "loss_box_reg": 0.01175364528899081, "loss_cls": 0.047316253767348826, "loss_rpn_cls": 0.0012488026214896308, "loss_rpn_loc": 0.0028864551131846383, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366031129378825, "total_loss": 0.06478375211918319}
{"data_time": 0.003887754399329424, "eta_seconds": 92793.69106337777, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4484126984126984, "fast_rcnn/fg_cls_accuracy": 0.5515873015873016, "iteration": 67959, "loss_box_reg": 0.011022542952559888, "loss_cls": 0.04743015574058518, "loss_rpn_cls": 0.0014367383282092305, "loss_rpn_loc": 0.002763367898296565, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396728508640081, "total_loss": 0.0634995743627087}
{"data_time": 0.004424388520419598, "eta_seconds": 92819.76646967093, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5067567567567568, "fast_rcnn/fg_cls_accuracy": 0.49324324324324326, "iteration": 67979, "loss_box_reg": 0.011769133911002427, "loss_cls": 0.04908036906272173, "loss_rpn_cls": 0.0011326239585116582, "loss_rpn_loc": 0.0030546281923307106, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5399934956803918, "total_loss": 0.06582518666166948}
{"data_time": 0.004157703137025237, "eta_seconds": 92780.45865037688, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2894736842105263, "fast_rcnn/fg_cls_accuracy": 0.7105263157894737, "iteration": 67999, "loss_box_reg": 0.011384881072444841, "loss_cls": 0.04691359563730657, "loss_rpn_cls": 0.0009326204743160815, "loss_rpn_loc": 0.0027982627871097066, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536707827122882, "total_loss": 0.06293098278729303}
{"data_time": 0.004088062793016434, "eta_seconds": 92769.67028767546, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.39059196617336156, "fast_rcnn/fg_cls_accuracy": 0.5811688311688312, "iteration": 68019, "loss_box_reg": 0.010807295300764963, "loss_cls": 0.048566686804406345, "loss_rpn_cls": 0.0009877130364657205, "loss_rpn_loc": 0.0028340464414213784, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5372065808624029, "total_loss": 0.06471349125240522}
{"data_time": 0.004017498577013612, "eta_seconds": 92776.57378371991, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38472485768500947, "fast_rcnn/fg_cls_accuracy": 0.5936856554564174, "iteration": 68039, "loss_box_reg": 0.011145549011416733, "loss_cls": 0.04717808892019093, "loss_rpn_cls": 0.001168288077451507, "loss_rpn_loc": 0.002821039794071112, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5417786820326, "total_loss": 0.06476189607298011}
{"data_time": 0.003955894382670522, "eta_seconds": 92739.75410005893, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4362527716186253, "fast_rcnn/fg_cls_accuracy": 0.5637472283813747, "iteration": 68059, "loss_box_reg": 0.012428320478647947, "loss_cls": 0.05032810443663038, "loss_rpn_cls": 0.0010446297801536275, "loss_rpn_loc": 0.0030729266909474973, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5409651226364076, "total_loss": 0.06836979757699169}
{"data_time": 0.003853866597637534, "eta_seconds": 92737.30519957119, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3513719512195122, "fast_rcnn/fg_cls_accuracy": 0.6486280487804879, "iteration": 68079, "loss_box_reg": 0.012377938954159617, "loss_cls": 0.04995748383225873, "loss_rpn_cls": 0.0013424627177300863, "loss_rpn_loc": 0.0025049044052138925, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5428213847335428, "total_loss": 0.0678829805509622}
{"data_time": 0.003957212902605534, "eta_seconds": 92691.45140741835, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4622222222222222, "fast_rcnn/fg_cls_accuracy": 0.5328798185941044, "iteration": 68099, "loss_box_reg": 0.011643524223472923, "loss_cls": 0.049242202658206224, "loss_rpn_cls": 0.0016278614543807635, "loss_rpn_loc": 0.0026903711150225718, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5338915209285915, "total_loss": 0.06535097419583735}
{"data_time": 0.004248222103342414, "eta_seconds": 92658.70936959377, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.269281045751634, "fast_rcnn/fg_cls_accuracy": 0.7307189542483661, "iteration": 68119, "loss_box_reg": 0.01194630388636142, "loss_cls": 0.04701431468129158, "loss_rpn_cls": 0.001003834065272713, "loss_rpn_loc": 0.002829584886058001, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5419096732512116, "total_loss": 0.06545567225043669}
{"data_time": 0.0039638986345380545, "eta_seconds": 92693.29604991549, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41789416257501366, "fast_rcnn/fg_cls_accuracy": 0.5821058374249863, "iteration": 68139, "loss_box_reg": 0.011682787036988884, "loss_cls": 0.04862090398091823, "loss_rpn_cls": 0.0009138229649465757, "loss_rpn_loc": 0.002983168356877286, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444684224203229, "total_loss": 0.0647204548000957}
{"data_time": 0.003802230581641197, "eta_seconds": 92694.1517487655, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3318181818181818, "fast_rcnn/fg_cls_accuracy": 0.6681818181818182, "iteration": 68159, "loss_box_reg": 0.01107383391354233, "loss_cls": 0.04898019472602755, "loss_rpn_cls": 0.0014732729509887577, "loss_rpn_loc": 0.0031064881695783697, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5415193771477789, "total_loss": 0.06477638979367839}
{"data_time": 0.003961843438446522, "eta_seconds": 92675.02974407631, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4642857142857143, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 68179, "loss_box_reg": 0.01118213142035529, "loss_cls": 0.04724766896106303, "loss_rpn_cls": 0.0009716570903037791, "loss_rpn_loc": 0.00307107757544145, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5372470254078507, "total_loss": 0.06312165939539227}
{"data_time": 0.0038107610307633877, "eta_seconds": 92708.54362660367, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5174418604651163, "fast_rcnn/fg_cls_accuracy": 0.4825581395348837, "iteration": 68199, "loss_box_reg": 0.010703663516324013, "loss_cls": 0.04854627908207476, "loss_rpn_cls": 0.0014176553194147345, "loss_rpn_loc": 0.002277731829963159, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5436513780150563, "total_loss": 0.0641560714013849}
{"data_time": 0.0038156171794980764, "eta_seconds": 92716.40883508697, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36340425531914894, "fast_rcnn/fg_cls_accuracy": 0.5524578136463683, "iteration": 68219, "loss_box_reg": 0.01197566237533465, "loss_cls": 0.049825602560304105, "loss_rpn_cls": 0.001318785605803896, "loss_rpn_loc": 0.0032119627212523483, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5393835785798728, "total_loss": 0.06600030840272098}
{"data_time": 0.00409218855202198, "eta_seconds": 92702.24193287571, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3528708133971292, "fast_rcnn/fg_cls_accuracy": 0.5944976076555024, "iteration": 68239, "loss_box_reg": 0.011304114625090733, "loss_cls": 0.04781159776030108, "loss_rpn_cls": 0.001432830628090187, "loss_rpn_loc": 0.0033103427740570623, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5387642364948988, "total_loss": 0.06596082702776584}
{"data_time": 0.003655792912468314, "eta_seconds": 92753.99931073165, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40610599078341014, "fast_rcnn/fg_cls_accuracy": 0.5938940092165899, "iteration": 68259, "loss_box_reg": 0.012252654298208654, "loss_cls": 0.04856930987443775, "loss_rpn_cls": 0.0014389394223570662, "loss_rpn_loc": 0.003531890284648398, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541614674963057, "total_loss": 0.06729251599921326}
{"data_time": 0.0036282390356063843, "eta_seconds": 92680.65327376616, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5227743271221532, "fast_rcnn/fg_cls_accuracy": 0.4772256728778468, "iteration": 68279, "loss_box_reg": 0.010628145188093185, "loss_cls": 0.04882076021749526, "loss_rpn_cls": 0.0012503913640671271, "loss_rpn_loc": 0.0036017906677443534, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.533001774456352, "total_loss": 0.06512359795272005}
{"data_time": 0.0037855624686926603, "eta_seconds": 92654.58087689523, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6626016260162602, "iteration": 68299, "loss_box_reg": 0.011462023539934307, "loss_cls": 0.04789580497890711, "loss_rpn_cls": 0.0015454199649411748, "loss_rpn_loc": 0.0031136355210037436, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5508545401971787, "total_loss": 0.0661847831072464}
{"data_time": 0.004130223533138633, "eta_seconds": 92652.92426402844, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3100686498855835, "fast_rcnn/fg_cls_accuracy": 0.6690283400809717, "iteration": 68319, "loss_box_reg": 0.01126382380607538, "loss_cls": 0.0515390001819469, "loss_rpn_cls": 0.0012664122830869928, "loss_rpn_loc": 0.0024419030305580236, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5470248917117715, "total_loss": 0.06746597204124782}
{"data_time": 0.003767993301153183, "eta_seconds": 92604.18496659119, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.48863636363636365, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 68339, "loss_box_reg": 0.011302577564492822, "loss_cls": 0.049110521795228124, "loss_rpn_cls": 0.0008011240978191836, "loss_rpn_loc": 0.002721324792219093, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360278584994376, "total_loss": 0.06482728144487737}
{"data_time": 0.003654631320387125, "eta_seconds": 92586.20745748538, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39181286549707606, "fast_rcnn/fg_cls_accuracy": 0.6081871345029239, "iteration": 68359, "loss_box_reg": 0.011025318293832242, "loss_cls": 0.048971597920171916, "loss_rpn_cls": 0.001362663371992312, "loss_rpn_loc": 0.00288395748793846, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5433055250905454, "total_loss": 0.06337779693200218}
{"data_time": 0.003754095872864127, "eta_seconds": 92620.5434213269, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4547803617571059, "fast_rcnn/fg_cls_accuracy": 0.545219638242894, "iteration": 68379, "loss_box_reg": 0.011474314553197473, "loss_cls": 0.04719546705018729, "loss_rpn_cls": 0.001165801916044984, "loss_rpn_loc": 0.002789743353787344, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5517157840076834, "total_loss": 0.06384660210733273}
{"data_time": 0.0036841165274381638, "eta_seconds": 92564.63074622, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2905844155844156, "fast_rcnn/fg_cls_accuracy": 0.6905080213903744, "iteration": 68399, "loss_box_reg": 0.012430797825800255, "loss_cls": 0.044629583426285535, "loss_rpn_cls": 0.0008305667108743364, "loss_rpn_loc": 0.0029790718617732637, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5298134656623006, "total_loss": 0.06084166440277272}
{"data_time": 0.0038771105464547873, "eta_seconds": 92553.84239058732, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4309635722679201, "fast_rcnn/fg_cls_accuracy": 0.5690364277320799, "iteration": 68419, "loss_box_reg": 0.011575711221667007, "loss_cls": 0.046874104999005795, "loss_rpn_cls": 0.000976425780891077, "loss_rpn_loc": 0.0025836169224930927, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5332391210831702, "total_loss": 0.06487607467011003}
{"data_time": 0.003536284901201725, "eta_seconds": 92504.96580488188, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.3236111111111111, "fast_rcnn/fg_cls_accuracy": 0.6763888888888889, "iteration": 68439, "loss_box_reg": 0.011515623569721356, "loss_cls": 0.0468021968845278, "loss_rpn_cls": 0.0012289385948633935, "loss_rpn_loc": 0.003482696603896329, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5339514375664294, "total_loss": 0.06475309772486071}
{"data_time": 0.0038268903736025095, "eta_seconds": 92475.41999388812, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40107212475633525, "fast_rcnn/fg_cls_accuracy": 0.5645889792231256, "iteration": 68459, "loss_box_reg": 0.010791391687234864, "loss_cls": 0.04842145065777004, "loss_rpn_cls": 0.0013425625894569748, "loss_rpn_loc": 0.0038604850124102086, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362815787084401, "total_loss": 0.06743158812707861}
{"data_time": 0.003642668481916189, "eta_seconds": 92483.39797401009, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3793103448275862, "fast_rcnn/fg_cls_accuracy": 0.6076421248835042, "iteration": 68479, "loss_box_reg": 0.012184034858364612, "loss_cls": 0.051287058158777654, "loss_rpn_cls": 0.0011809216307483439, "loss_rpn_loc": 0.0030581549726775847, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5355597564484924, "total_loss": 0.06797009609010729}
{"data_time": 0.0038896570913493633, "eta_seconds": 92500.2655809964, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.49297480620155043, "fast_rcnn/fg_cls_accuracy": 0.5070251937984496, "iteration": 68499, "loss_box_reg": 0.011762879934394732, "loss_cls": 0.05027512484230101, "loss_rpn_cls": 0.0017512921692741656, "loss_rpn_loc": 0.0027787547078332864, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5491252264473587, "total_loss": 0.06773909667617772}
{"data_time": 0.0034979754127562046, "eta_seconds": 92499.9006124239, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.32440657334144857, "fast_rcnn/fg_cls_accuracy": 0.6755934266585515, "iteration": 68519, "loss_box_reg": 0.010969924827804789, "loss_cls": 0.04998415266163647, "loss_rpn_cls": 0.001651637434974873, "loss_rpn_loc": 0.0024809647948131897, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5431944048032165, "total_loss": 0.06612057335360078}
{"data_time": 0.003463946981355548, "eta_seconds": 92489.11225679121, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.40808491418247517, "fast_rcnn/fg_cls_accuracy": 0.5765107212475633, "iteration": 68539, "loss_box_reg": 0.011947248392971233, "loss_cls": 0.0487661596853286, "loss_rpn_cls": 0.0009940360023392714, "loss_rpn_loc": 0.002378591940214392, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374722508713603, "total_loss": 0.06465553704538252}
{"data_time": 0.0036025408189743757, "eta_seconds": 92485.50384104345, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4391025641025641, "fast_rcnn/fg_cls_accuracy": 0.5608974358974359, "iteration": 68559, "loss_box_reg": 0.011982966942014173, "loss_cls": 0.0463148255366832, "loss_rpn_cls": 0.0010211765095391456, "loss_rpn_loc": 0.004068661630299175, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387581060640514, "total_loss": 0.06538574082674131}
{"data_time": 0.0036668500397354364, "eta_seconds": 92457.11702065868, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4100197758734344, "fast_rcnn/fg_cls_accuracy": 0.5899802241265656, "iteration": 68579, "loss_box_reg": 0.011264725762885064, "loss_cls": 0.04635230463463813, "loss_rpn_cls": 0.000950646074670658, "loss_rpn_loc": 0.002177066529839067, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5343833831138909, "total_loss": 0.0649153046569495}
{"data_time": 0.0036835588980466127, "eta_seconds": 92446.32988057425, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5214285714285714, "fast_rcnn/fg_cls_accuracy": 0.47857142857142854, "iteration": 68599, "loss_box_reg": 0.011758707085391507, "loss_cls": 0.05272254999727011, "loss_rpn_cls": 0.00106848583629926, "loss_rpn_loc": 0.0028288755456742365, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5442745280452073, "total_loss": 0.06917400950959518}
{"data_time": 0.003656096523627639, "eta_seconds": 92505.72780460515, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25735294117647056, "fast_rcnn/fg_cls_accuracy": 0.7426470588235294, "iteration": 68619, "loss_box_reg": 0.011630683962721378, "loss_cls": 0.048972317948937416, "loss_rpn_cls": 0.0015052922162794857, "loss_rpn_loc": 0.00274148691460141, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432921859901398, "total_loss": 0.06411783165503948}
{"data_time": 0.0036630164831876755, "eta_seconds": 92515.61117625912, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.25798525798525795, "fast_rcnn/fg_cls_accuracy": 0.742014742014742, "iteration": 68639, "loss_box_reg": 0.011458640481578186, "loss_cls": 0.04832502966746688, "loss_rpn_cls": 0.0009288788877483967, "loss_rpn_loc": 0.002995196100528119, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5421830250415951, "total_loss": 0.06352959763967192}
{"data_time": 0.0037013289984315634, "eta_seconds": 92528.83167384309, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.515018315018315, "fast_rcnn/fg_cls_accuracy": 0.4849816849816849, "iteration": 68659, "loss_box_reg": 0.011246988724451512, "loss_cls": 0.05108090792782605, "loss_rpn_cls": 0.0018261036300373235, "loss_rpn_loc": 0.0026902301760856062, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414078133180737, "total_loss": 0.06718257354839352}
{"data_time": 0.003646936034783721, "eta_seconds": 92542.53256918606, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.49059929494712107, "fast_rcnn/fg_cls_accuracy": 0.46640316205533594, "iteration": 68679, "loss_box_reg": 0.011959156632656232, "loss_cls": 0.052259623538702726, "loss_rpn_cls": 0.0018319571696565617, "loss_rpn_loc": 0.003531157119141426, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5431943144649267, "total_loss": 0.06866494967721337}
{"data_time": 0.004095051437616348, "eta_seconds": 92522.5959365943, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6535714285714286, "iteration": 68699, "loss_box_reg": 0.011680865834932774, "loss_cls": 0.05029879423091188, "loss_rpn_cls": 0.0009293906450693612, "loss_rpn_loc": 0.0022901232550793793, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5369764158967882, "total_loss": 0.06516345087550235}
{"data_time": 0.00331208691932261, "eta_seconds": 92520.92575330962, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3001638001638002, "fast_rcnn/fg_cls_accuracy": 0.6998361998361999, "iteration": 68719, "loss_box_reg": 0.011070017266320065, "loss_cls": 0.04944462049752474, "loss_rpn_cls": 0.00103380153177568, "loss_rpn_loc": 0.0031472832852159627, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396990517619997, "total_loss": 0.06533035126994946}
{"data_time": 0.003643358126282692, "eta_seconds": 92526.83108652919, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.44596273291925465, "fast_rcnn/fg_cls_accuracy": 0.5540372670807453, "iteration": 68739, "loss_box_reg": 0.011720542388502508, "loss_cls": 0.04688077460741624, "loss_rpn_cls": 0.0008649596416603345, "loss_rpn_loc": 0.0026179295673500746, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5426032699178904, "total_loss": 0.06259119817605097}
{"data_time": 0.0037692515179514885, "eta_seconds": 92499.31893743319, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.458041958041958, "fast_rcnn/fg_cls_accuracy": 0.5419580419580419, "iteration": 68759, "loss_box_reg": 0.011478963744593784, "loss_cls": 0.044468201289419085, "loss_rpn_cls": 0.001493391141139, "loss_rpn_loc": 0.004372914674604544, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.536769122350961, "total_loss": 0.06099425856405105}
{"data_time": 0.003812886541709304, "eta_seconds": 92497.31476128846, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.48717948717948717, "fast_rcnn/fg_cls_accuracy": 0.5128205128205128, "iteration": 68779, "loss_box_reg": 0.010824017925187945, "loss_cls": 0.05007181060500443, "loss_rpn_cls": 0.0013098218722689126, "loss_rpn_loc": 0.003182264075803687, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5411966890096664, "total_loss": 0.06530839856679904}
{"data_time": 0.0036674928851425648, "eta_seconds": 92468.58422858524, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4300202839756592, "fast_rcnn/fg_cls_accuracy": 0.5699797160243407, "iteration": 68799, "loss_box_reg": 0.01146215497283265, "loss_cls": 0.05539159383624792, "loss_rpn_cls": 0.001069854959496297, "loss_rpn_loc": 0.0026013735878223088, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.537321777548641, "total_loss": 0.07328023219054103}
{"data_time": 0.0035306301433593035, "eta_seconds": 92441.5045025181, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5153310104529616, "fast_rcnn/fg_cls_accuracy": 0.4846689895470383, "iteration": 68819, "loss_box_reg": 0.011176240514032543, "loss_cls": 0.04901151143712923, "loss_rpn_cls": 0.0010622752881204178, "loss_rpn_loc": 0.0024978201545309275, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.535316884983331, "total_loss": 0.06589770963910269}
{"data_time": 0.003930461825802922, "eta_seconds": 92394.19974624738, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3173202614379085, "fast_rcnn/fg_cls_accuracy": 0.6826797385620915, "iteration": 68839, "loss_box_reg": 0.011259797174716368, "loss_cls": 0.047197032487019897, "loss_rpn_cls": 0.0005345738350115425, "loss_rpn_loc": 0.0023065835266606882, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5379291696008295, "total_loss": 0.06325229193498672}
{"data_time": 0.0038921700324863195, "eta_seconds": 92374.52485267608, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43933708567854907, "fast_rcnn/fg_cls_accuracy": 0.5606629143214509, "iteration": 68859, "loss_box_reg": 0.011229866649955511, "loss_cls": 0.04870984057197347, "loss_rpn_cls": 0.0009427000559298904, "loss_rpn_loc": 0.0022821703423687723, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5382439570967108, "total_loss": 0.06281588032487662}
{"data_time": 0.003953336970880628, "eta_seconds": 92339.0967899051, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2726495726495726, "fast_rcnn/fg_cls_accuracy": 0.7273504273504274, "iteration": 68879, "loss_box_reg": 0.011283035011729226, "loss_cls": 0.04746289469767362, "loss_rpn_cls": 0.0010647450567375927, "loss_rpn_loc": 0.003408440821658587, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5303637275937945, "total_loss": 0.0628108563691967}
{"data_time": 0.0036275344900786877, "eta_seconds": 92361.81122324988, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4536842105263158, "fast_rcnn/fg_cls_accuracy": 0.5463157894736843, "iteration": 68899, "loss_box_reg": 0.010667533380910754, "loss_cls": 0.04796189966145903, "loss_rpn_cls": 0.0012063091913887547, "loss_rpn_loc": 0.0028177862623124383, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5468309998977929, "total_loss": 0.06340380665301382}
{"data_time": 0.003780490020290017, "eta_seconds": 92365.15170506272, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3143939393939394, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 68919, "loss_box_reg": 0.011556670448044315, "loss_cls": 0.04936279612593353, "loss_rpn_cls": 0.0008851506686369248, "loss_rpn_loc": 0.002974356943013845, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538890635361895, "total_loss": 0.06456956455218688}
{"data_time": 0.00344975502230227, "eta_seconds": 92399.55789807183, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.16988304093567252, "fast_rcnn/fg_cls_accuracy": 0.8301169590643275, "iteration": 68939, "loss_box_reg": 0.011480770248454064, "loss_cls": 0.052134471479803324, "loss_rpn_cls": 0.0014508243375530583, "loss_rpn_loc": 0.003356584311404731, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5462776848580688, "total_loss": 0.06777719616400191}
{"data_time": 0.0035606843885034323, "eta_seconds": 92397.54476737697, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4464285714285714, "fast_rcnn/fg_cls_accuracy": 0.5535714285714286, "iteration": 68959, "loss_box_reg": 0.010962665837723762, "loss_cls": 0.049346503568813205, "loss_rpn_cls": 0.0010974095443998522, "loss_rpn_loc": 0.0029709421360166743, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5497270934283733, "total_loss": 0.06437786254537059}
{"data_time": 0.004266779404133558, "eta_seconds": 92396.91233318509, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.34584717607973425, "fast_rcnn/fg_cls_accuracy": 0.6460942158616578, "iteration": 68979, "loss_box_reg": 0.01268827830790542, "loss_cls": 0.04777720081619918, "loss_rpn_cls": 0.001063371219970577, "loss_rpn_loc": 0.002958376018796116, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5437164066825062, "total_loss": 0.0663322933443169}
{"data_time": 0.003990008495748043, "eta_seconds": 92393.79175562505, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38675213675213677, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 68999, "loss_box_reg": 0.011629088228801265, "loss_cls": 0.04951351031195372, "loss_rpn_cls": 0.0012178128979485336, "loss_rpn_loc": 0.0030080548058322165, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398434973321855, "total_loss": 0.06569639372565916}
{"data_time": 0.003843905171379447, "eta_seconds": 92382.98552738596, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.26666666666666666, "fast_rcnn/fg_cls_accuracy": 0.6952380952380952, "iteration": 69019, "loss_box_reg": 0.011206194933038205, "loss_cls": 0.04639199830126017, "loss_rpn_cls": 0.0012340843120455247, "loss_rpn_loc": 0.002876060847484041, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369070526212454, "total_loss": 0.06347087538597407}
{"data_time": 0.0036020746920257807, "eta_seconds": 92372.17929914687, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36278195488721804, "fast_rcnn/fg_cls_accuracy": 0.637218045112782, "iteration": 69039, "loss_box_reg": 0.01080359285697341, "loss_cls": 0.04709923325572163, "loss_rpn_cls": 0.0009258983322979475, "loss_rpn_loc": 0.0030621152654930484, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5428035620134324, "total_loss": 0.06507533567486234}
{"data_time": 0.003901273012161255, "eta_seconds": 92358.7823099806, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3648648648648649, "fast_rcnn/fg_cls_accuracy": 0.5945945945945946, "iteration": 69059, "loss_box_reg": 0.011661409254884347, "loss_cls": 0.048135985038243234, "loss_rpn_cls": 0.0016509760188228029, "loss_rpn_loc": 0.003516161574225407, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5386423224117607, "total_loss": 0.06500010921513422}
{"data_time": 0.0038124816492199898, "eta_seconds": 92323.9361134118, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.40476190476190477, "fast_rcnn/fg_cls_accuracy": 0.5952380952380952, "iteration": 69079, "loss_box_reg": 0.012275620480068028, "loss_cls": 0.05155422934331, "loss_rpn_cls": 0.0009958277436226126, "loss_rpn_loc": 0.002733583329245448, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5383170074783266, "total_loss": 0.06868387503101303}
{"data_time": 0.0035782265476882458, "eta_seconds": 92339.7606144296, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38675213675213677, "fast_rcnn/fg_cls_accuracy": 0.6132478632478633, "iteration": 69099, "loss_box_reg": 0.011155103100463748, "loss_cls": 0.050090974662452936, "loss_rpn_cls": 0.0006590834992721284, "loss_rpn_loc": 0.002958376378956018, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5443419134244323, "total_loss": 0.06586824453142981}
{"data_time": 0.0036640693433582783, "eta_seconds": 92315.94692091248, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46281464530892447, "fast_rcnn/fg_cls_accuracy": 0.5371853546910755, "iteration": 69119, "loss_box_reg": 0.011310848844004795, "loss_cls": 0.049619290977716446, "loss_rpn_cls": 0.001007104028019512, "loss_rpn_loc": 0.0028552770618262002, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5352190765552223, "total_loss": 0.06717190820813812}
{"data_time": 0.003900856012478471, "eta_seconds": 92291.52677712892, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4964821763602252, "fast_rcnn/fg_cls_accuracy": 0.5035178236397748, "iteration": 69139, "loss_box_reg": 0.010473390808328986, "loss_cls": 0.04755858256248757, "loss_rpn_cls": 0.0008795111519930288, "loss_rpn_loc": 0.0031248004088411108, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416148088406771, "total_loss": 0.06420566602946565}
{"data_time": 0.003592678578570485, "eta_seconds": 92214.56962799071, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42194570135746606, "fast_rcnn/fg_cls_accuracy": 0.5747863247863247, "iteration": 69159, "loss_box_reg": 0.011142311414005235, "loss_cls": 0.047255476645659655, "loss_rpn_cls": 0.0012980578827637146, "loss_rpn_loc": 0.002783483447274193, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5280770908575505, "total_loss": 0.0633191980052743}
{"data_time": 0.0034446115605533123, "eta_seconds": 92224.77995458595, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48074324324324325, "fast_rcnn/fg_cls_accuracy": 0.5192567567567568, "iteration": 69179, "loss_box_reg": 0.011548634269274771, "loss_cls": 0.04623372753849253, "loss_rpn_cls": 0.000901216686997941, "loss_rpn_loc": 0.0022119371278677136, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5473950156010687, "total_loss": 0.06225063641431916}
{"data_time": 0.003540579229593277, "eta_seconds": 92188.02900637151, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34324793747286153, "fast_rcnn/fg_cls_accuracy": 0.6098047914818101, "iteration": 69199, "loss_box_reg": 0.011384139390429482, "loss_cls": 0.04909743036841974, "loss_rpn_cls": 0.001108723788917132, "loss_rpn_loc": 0.0030680022391607054, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5401596326846629, "total_loss": 0.06424469126545773}
{"data_time": 0.0035860412754118443, "eta_seconds": 92177.23421840114, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38656330749354006, "fast_rcnn/fg_cls_accuracy": 0.6134366925064599, "iteration": 69219, "loss_box_reg": 0.012094778299797326, "loss_cls": 0.04966975771822035, "loss_rpn_cls": 0.0009565117254624056, "loss_rpn_loc": 0.0026077483489643782, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331794654484838, "total_loss": 0.06479119569655722}
{"data_time": 0.0038320065941661596, "eta_seconds": 92178.27625959739, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3686411149825784, "fast_rcnn/fg_cls_accuracy": 0.6313588850174217, "iteration": 69239, "loss_box_reg": 0.01204902699100785, "loss_cls": 0.04879481752868742, "loss_rpn_cls": 0.000774506123093488, "loss_rpn_loc": 0.0032780481360532576, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5422338470816612, "total_loss": 0.06443290038373561}
{"data_time": 0.003599506337195635, "eta_seconds": 92164.2045761107, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.39962121212121215, "fast_rcnn/fg_cls_accuracy": 0.6003787878787878, "iteration": 69259, "loss_box_reg": 0.011551229225005955, "loss_cls": 0.04786851035896689, "loss_rpn_cls": 0.0010414532522418085, "loss_rpn_loc": 0.002744004152191337, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411299434490502, "total_loss": 0.0636470065070398}
{"data_time": 0.003676424501463771, "eta_seconds": 92170.79081978719, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.26019813519813517, "fast_rcnn/fg_cls_accuracy": 0.7398018648018647, "iteration": 69279, "loss_box_reg": 0.011850497801788151, "loss_cls": 0.04494408052414656, "loss_rpn_cls": 0.0014290812513308992, "loss_rpn_loc": 0.0034071713307639584, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364297095220536, "total_loss": 0.06339847155436473}
{"data_time": 0.0037444785702973604, "eta_seconds": 92182.29394666664, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.44437229437229436, "fast_rcnn/fg_cls_accuracy": 0.5238095238095238, "iteration": 69299, "loss_box_reg": 0.011689677427057177, "loss_cls": 0.048124956083483994, "loss_rpn_cls": 0.0010483430918952763, "loss_rpn_loc": 0.0027838786354550393, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542588114971295, "total_loss": 0.06219015156949581}
{"data_time": 0.003644522512331605, "eta_seconds": 92171.4935068395, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5112179487179487, "fast_rcnn/fg_cls_accuracy": 0.46314102564102566, "iteration": 69319, "loss_box_reg": 0.011638683499768376, "loss_cls": 0.04830682079773396, "loss_rpn_cls": 0.0011685838935591164, "loss_rpn_loc": 0.0037156030484766234, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.546616222942248, "total_loss": 0.06402846506443893}
{"data_time": 0.0036984409671276808, "eta_seconds": 92207.49935827916, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3380681818181818, "fast_rcnn/fg_cls_accuracy": 0.6619318181818181, "iteration": 69339, "loss_box_reg": 0.011023997678421438, "loss_cls": 0.04861857485957444, "loss_rpn_cls": 0.001150467137904343, "loss_rpn_loc": 0.003263578673795564, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5429475114215165, "total_loss": 0.06504480951934966}
{"data_time": 0.003709377022460103, "eta_seconds": 92166.11866373452, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4797297297297297, "fast_rcnn/fg_cls_accuracy": 0.5131274131274132, "iteration": 69359, "loss_box_reg": 0.01084680063650012, "loss_cls": 0.05125648627290502, "loss_rpn_cls": 0.0013072025752762784, "loss_rpn_loc": 0.0025564755942468764, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5365192461758852, "total_loss": 0.06561878045999947}
{"data_time": 0.0037353162188082933, "eta_seconds": 92150.56479897513, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42678571428571427, "fast_rcnn/fg_cls_accuracy": 0.5574534161490683, "iteration": 69379, "loss_box_reg": 0.011183904018253088, "loss_cls": 0.047716418688651174, "loss_rpn_cls": 0.0014542815508491458, "loss_rpn_loc": 0.002662134815182071, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.545214424142614, "total_loss": 0.062003955409295486}
{"data_time": 0.003869090462103486, "eta_seconds": 92151.08631990314, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.37369337979094075, "fast_rcnn/fg_cls_accuracy": 0.6263066202090593, "iteration": 69399, "loss_box_reg": 0.011438124347478151, "loss_cls": 0.04880002257414162, "loss_rpn_cls": 0.0014154544110169809, "loss_rpn_loc": 0.0026536650912021287, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537807016633451, "total_loss": 0.06348120881909836}
{"data_time": 0.003763975575566292, "eta_seconds": 92127.01472482574, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.421969696969697, "fast_rcnn/fg_cls_accuracy": 0.5313479623824451, "iteration": 69419, "loss_box_reg": 0.011828602902824059, "loss_cls": 0.04998139513190836, "loss_rpn_cls": 0.0011577901015016323, "loss_rpn_loc": 0.002960439464004594, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330253182910383, "total_loss": 0.06741066289635}
{"data_time": 0.0036539235152304173, "eta_seconds": 92116.21316841268, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3674603174603175, "fast_rcnn/fg_cls_accuracy": 0.6325396825396825, "iteration": 69439, "loss_box_reg": 0.010860151494853199, "loss_cls": 0.0475989326951094, "loss_rpn_cls": 0.0011773342558853983, "loss_rpn_loc": 0.0024070796389423776, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5348724746145308, "total_loss": 0.06454648970043309}
{"data_time": 0.004221124574542046, "eta_seconds": 92095.57042796002, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 69459, "loss_box_reg": 0.01164293591864407, "loss_cls": 0.04751116840634495, "loss_rpn_cls": 0.0009031038863440699, "loss_rpn_loc": 0.0029617790369229624, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5344589424785227, "total_loss": 0.06364766565900482}
{"data_time": 0.003944886848330498, "eta_seconds": 92061.15957571403, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34807692307692306, "fast_rcnn/fg_cls_accuracy": 0.6475806451612903, "iteration": 69479, "loss_box_reg": 0.01176762135582976, "loss_cls": 0.04684587026713416, "loss_rpn_cls": 0.0010338784668419976, "loss_rpn_loc": 0.003028434242878575, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5347333310637623, "total_loss": 0.0672847193486632}
{"data_time": 0.003742705564945936, "eta_seconds": 92034.65508830012, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3980730223123732, "fast_rcnn/fg_cls_accuracy": 0.584685598377282, "iteration": 69499, "loss_box_reg": 0.011635956761892885, "loss_cls": 0.050231209956109524, "loss_rpn_cls": 0.0009561949163980898, "loss_rpn_loc": 0.0027991186689177994, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5436241186689585, "total_loss": 0.06602038042791492}
{"data_time": 0.0038651926442980766, "eta_seconds": 92010.66412654705, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.41621621621621624, "fast_rcnn/fg_cls_accuracy": 0.5837837837837838, "iteration": 69519, "loss_box_reg": 0.01075623047654517, "loss_cls": 0.046687401132658124, "loss_rpn_cls": 0.0012193525412840245, "loss_rpn_loc": 0.0033895346386998426, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396558390930295, "total_loss": 0.06363504338617076}
{"data_time": 0.0038027625996619463, "eta_seconds": 92004.51761087519, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.39850427350427353, "fast_rcnn/fg_cls_accuracy": 0.5677655677655677, "iteration": 69539, "loss_box_reg": 0.011216753569897264, "loss_cls": 0.048344743670895696, "loss_rpn_cls": 0.0007908918869361514, "loss_rpn_loc": 0.0027651761629385874, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413157725706697, "total_loss": 0.06297448434429498}
{"data_time": 0.0034808656200766563, "eta_seconds": 91989.07564123161, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34539473684210525, "fast_rcnn/fg_cls_accuracy": 0.6546052631578947, "iteration": 69559, "loss_box_reg": 0.011632970825303346, "loss_cls": 0.05009581218473613, "loss_rpn_cls": 0.001630641011388434, "loss_rpn_loc": 0.002818731018123799, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5392232113517821, "total_loss": 0.06752743137508332}
{"data_time": 0.004068097332492471, "eta_seconds": 91958.68112813495, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.38, "fast_rcnn/fg_cls_accuracy": 0.62, "iteration": 69579, "loss_box_reg": 0.010631769109750167, "loss_cls": 0.047024562663864344, "loss_rpn_cls": 0.0012469140420989788, "loss_rpn_loc": 0.0025859437409962993, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5354450901504606, "total_loss": 0.06318318564626679}
{"data_time": 0.003531445050612092, "eta_seconds": 91947.88918569498, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3255434782608696, "fast_rcnn/fg_cls_accuracy": 0.6173780487804879, "iteration": 69599, "loss_box_reg": 0.012302868184633553, "loss_cls": 0.047422291099792346, "loss_rpn_cls": 0.0009404971610820212, "loss_rpn_loc": 0.0026761076260299888, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540805040858686, "total_loss": 0.06505736192889344}
{"data_time": 0.0036701203789561987, "eta_seconds": 91927.95078830514, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4190379403794038, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 69619, "loss_box_reg": 0.011314196250168607, "loss_cls": 0.04745421069674194, "loss_rpn_cls": 0.0014553107644132979, "loss_rpn_loc": 0.003244116152927745, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5440138573758304, "total_loss": 0.06449364444168282}
{"data_time": 0.003558026859536767, "eta_seconds": 91924.20006707241, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3780148423005566, "fast_rcnn/fg_cls_accuracy": 0.6219851576994434, "iteration": 69639, "loss_box_reg": 0.010782925499370322, "loss_cls": 0.05047552229370922, "loss_rpn_cls": 0.0014812145348059857, "loss_rpn_loc": 0.0029027547880104976, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5441441950388253, "total_loss": 0.06622858723562786}
{"data_time": 0.0037923010531812906, "eta_seconds": 91880.12566826981, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43542128603104213, "fast_rcnn/fg_cls_accuracy": 0.564578713968958, "iteration": 69659, "loss_box_reg": 0.010881632508244365, "loss_cls": 0.048663794179446995, "loss_rpn_cls": 0.0010264408151670068, "loss_rpn_loc": 0.002430157612252515, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5324867279268801, "total_loss": 0.06363614578242505}
{"data_time": 0.003587682032957673, "eta_seconds": 91869.33788075321, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4761478831246273, "fast_rcnn/fg_cls_accuracy": 0.5174418604651163, "iteration": 69679, "loss_box_reg": 0.011558609403437003, "loss_cls": 0.04692595568485558, "loss_rpn_cls": 0.0014416064836950682, "loss_rpn_loc": 0.0028550440329127014, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.544223889010027, "total_loss": 0.061386649912719804}
{"data_time": 0.003902444150298834, "eta_seconds": 91845.75029949658, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.31589299763965384, "fast_rcnn/fg_cls_accuracy": 0.638359201773836, "iteration": 69699, "loss_box_reg": 0.010364333429606631, "loss_cls": 0.046988748013973236, "loss_rpn_cls": 0.001310376017386261, "loss_rpn_loc": 0.0027240354756941088, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5348252460826188, "total_loss": 0.0631477735688577}
{"data_time": 0.003801115322858095, "eta_seconds": 91827.87551404163, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35223266745005877, "fast_rcnn/fg_cls_accuracy": 0.6477673325499412, "iteration": 69719, "loss_box_reg": 0.011700453236699104, "loss_cls": 0.04619788425043225, "loss_rpn_cls": 0.0010706798104251902, "loss_rpn_loc": 0.0036700916061818134, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5348162839654833, "total_loss": 0.0648829450662447}
{"data_time": 0.003611695021390915, "eta_seconds": 91810.34402828524, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.42794970986460346, "fast_rcnn/fg_cls_accuracy": 0.5720502901353965, "iteration": 69739, "loss_box_reg": 0.010815523914061487, "loss_cls": 0.047209688869770616, "loss_rpn_cls": 0.0007282499442453627, "loss_rpn_loc": 0.0027682509244186804, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5400076864752918, "total_loss": 0.06254700048890527}
{"data_time": 0.003697363892570138, "eta_seconds": 91789.41705038678, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.27675953079178883, "fast_rcnn/fg_cls_accuracy": 0.6626175548589341, "iteration": 69759, "loss_box_reg": 0.011215943581191823, "loss_cls": 0.048029531724750996, "loss_rpn_cls": 0.0009558248816006198, "loss_rpn_loc": 0.0030766306663281284, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.533530455082655, "total_loss": 0.06298192631942356}
{"data_time": 0.0034045439679175615, "eta_seconds": 91772.56665386655, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.33787375415282395, "fast_rcnn/fg_cls_accuracy": 0.6411387329591018, "iteration": 69779, "loss_box_reg": 0.011433413601480424, "loss_cls": 0.049062928126659244, "loss_rpn_cls": 0.0012229003480115352, "loss_rpn_loc": 0.0033615429510973627, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5367847203742713, "total_loss": 0.06499764193367241}
{"data_time": 0.0036417567171156406, "eta_seconds": 91784.73370702192, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43223443223443225, "fast_rcnn/fg_cls_accuracy": 0.5677655677655677, "iteration": 69799, "loss_box_reg": 0.011554900964256376, "loss_cls": 0.048052017111331224, "loss_rpn_cls": 0.0011397906112051714, "loss_rpn_loc": 0.002921521476309863, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415659709833562, "total_loss": 0.06461466751710532}
{"data_time": 0.0035776537843048573, "eta_seconds": 91784.4883045773, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.34789915966386553, "fast_rcnn/fg_cls_accuracy": 0.6521008403361345, "iteration": 69819, "loss_box_reg": 0.011231742915697396, "loss_cls": 0.04675494408002123, "loss_rpn_cls": 0.0012498944081471564, "loss_rpn_loc": 0.0027291066471661907, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5446046667639166, "total_loss": 0.06279483058028745}
{"data_time": 0.003760178107768297, "eta_seconds": 91773.70161413541, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4258064516129032, "fast_rcnn/fg_cls_accuracy": 0.5741935483870968, "iteration": 69839, "loss_box_reg": 0.011522254790179431, "loss_cls": 0.049968580598942935, "loss_rpn_cls": 0.0013644309377127684, "loss_rpn_loc": 0.0035363844654057175, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5309342425316572, "total_loss": 0.06686997619817703}
{"data_time": 0.0035054157488048077, "eta_seconds": 91773.01737503055, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5444444444444444, "iteration": 69859, "loss_box_reg": 0.011832714779302478, "loss_cls": 0.048576926812529564, "loss_rpn_cls": 0.0007827597139566933, "loss_rpn_loc": 0.0028804928297176957, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370735565666109, "total_loss": 0.06372911263804326}
{"data_time": 0.0037471929099410772, "eta_seconds": 91796.80199153535, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35275628626692457, "fast_rcnn/fg_cls_accuracy": 0.6468771448181194, "iteration": 69879, "loss_box_reg": 0.010708972695283592, "loss_cls": 0.047155502485111356, "loss_rpn_cls": 0.0009995918080676347, "loss_rpn_loc": 0.003169448789776652, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5432057215366513, "total_loss": 0.06525694503659452}
{"data_time": 0.0038580468390136957, "eta_seconds": 91741.34154280974, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.32954545454545453, "fast_rcnn/fg_cls_accuracy": 0.6704545454545454, "iteration": 69899, "loss_box_reg": 0.011851051793200895, "loss_cls": 0.047972961445339024, "loss_rpn_cls": 0.0009390170355345617, "loss_rpn_loc": 0.0022759225248591974, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5341249899938703, "total_loss": 0.06262059944478438}
{"data_time": 0.00354046025313437, "eta_seconds": 91740.6537410887, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.49390243902439024, "fast_rcnn/fg_cls_accuracy": 0.5060975609756098, "iteration": 69919, "loss_box_reg": 0.01161044352920726, "loss_cls": 0.04784899007063359, "loss_rpn_cls": 0.0011475673420591193, "loss_rpn_loc": 0.003124456130535691, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5415030554868281, "total_loss": 0.06509740654564666}
{"data_time": 0.0035355635918676853, "eta_seconds": 91702.49743508035, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4523470839260313, "fast_rcnn/fg_cls_accuracy": 0.5476529160739687, "iteration": 69939, "loss_box_reg": 0.011313212307868525, "loss_cls": 0.049475731095299125, "loss_rpn_cls": 0.0011462635513908026, "loss_rpn_loc": 0.003136622970487224, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5363660780712962, "total_loss": 0.06481518938659292}
{"data_time": 0.0037177728954702616, "eta_seconds": 91679.75316075445, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3134502923976608, "fast_rcnn/fg_cls_accuracy": 0.6865497076023392, "iteration": 69959, "loss_box_reg": 0.010695294942706823, "loss_cls": 0.045910426473710686, "loss_rpn_cls": 0.0007607390735984154, "loss_rpn_loc": 0.0030987518421170535, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.539084232179448, "total_loss": 0.0601626692462105}
{"data_time": 0.003757608588784933, "eta_seconds": 91647.28895803494, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4861003861003861, "fast_rcnn/fg_cls_accuracy": 0.5138996138996139, "iteration": 69979, "loss_box_reg": 0.010528076527407393, "loss_cls": 0.04838174709584564, "loss_rpn_cls": 0.001369070610280687, "loss_rpn_loc": 0.003309049083327409, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5389875106047839, "total_loss": 0.06499595004197545}
{"data_time": 0.003750074189156294, "eta_seconds": 91670.14345711889, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3983100233100233, "fast_rcnn/fg_cls_accuracy": 0.6016899766899767, "iteration": 69999, "loss_box_reg": 0.011338733282173052, "loss_cls": 0.05021186382509768, "loss_rpn_cls": 0.0011866283706467584, "loss_rpn_loc": 0.0033139457991637755, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5441641604993492, "total_loss": 0.06702595724942739}
{"data_time": 0.003586997278034687, "eta_seconds": 91659.3587977984, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3481359649122807, "fast_rcnn/fg_cls_accuracy": 0.6443452380952381, "iteration": 70019, "loss_box_reg": 0.011760201887227595, "loss_cls": 0.048171364003792405, "loss_rpn_cls": 0.0010876944709821146, "loss_rpn_loc": 0.002855903803720139, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5367520009167492, "total_loss": 0.0637620582388081}
{"data_time": 0.003716496517881751, "eta_seconds": 91636.62015016959, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.39015151515151514, "fast_rcnn/fg_cls_accuracy": 0.6009358288770054, "iteration": 70039, "loss_box_reg": 0.011304359446512535, "loss_cls": 0.04869389033410698, "loss_rpn_cls": 0.001881371267927534, "loss_rpn_loc": 0.0031794707501831, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5351987725589424, "total_loss": 0.06679907617171921}
{"data_time": 0.003703138791024685, "eta_seconds": 91661.48802108457, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30724637681159417, "fast_rcnn/fg_cls_accuracy": 0.6504112808460635, "iteration": 70059, "loss_box_reg": 0.010694996220991015, "loss_cls": 0.04988192638847977, "loss_rpn_cls": 0.0011599294947473027, "loss_rpn_loc": 0.0023216980844154023, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418504679109901, "total_loss": 0.06501179914380373}
{"data_time": 0.003516556229442358, "eta_seconds": 91640.24305232032, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3825581395348837, "fast_rcnn/fg_cls_accuracy": 0.5305997552019583, "iteration": 70079, "loss_box_reg": 0.010918707586824894, "loss_cls": 0.048688479932025075, "loss_rpn_cls": 0.0010435187031703208, "loss_rpn_loc": 0.002833494912920287, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367812239564955, "total_loss": 0.06571893659599937}
{"data_time": 0.003884713863953948, "eta_seconds": 91616.22016051644, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34508899143045485, "fast_rcnn/fg_cls_accuracy": 0.6170731707317073, "iteration": 70099, "loss_box_reg": 0.011438221408752725, "loss_cls": 0.05081362440250814, "loss_rpn_cls": 0.0013611620890969789, "loss_rpn_loc": 0.002579156376668834, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.539450956042856, "total_loss": 0.06549868967147177}
{"data_time": 0.0037149926647543907, "eta_seconds": 91605.43550119596, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3662698412698413, "fast_rcnn/fg_cls_accuracy": 0.6337301587301587, "iteration": 70119, "loss_box_reg": 0.012392121279845014, "loss_cls": 0.048678148188628256, "loss_rpn_cls": 0.0010593198981041496, "loss_rpn_loc": 0.002811353286233498, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5346160570625216, "total_loss": 0.06580035552627805}
{"data_time": 0.003762806998565793, "eta_seconds": 91563.89216196607, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5303191489361703, "fast_rcnn/fg_cls_accuracy": 0.4696808510638298, "iteration": 70139, "loss_box_reg": 0.011700637202011421, "loss_cls": 0.04918225668370724, "loss_rpn_cls": 0.0008973610114253461, "loss_rpn_loc": 0.0030034446499485057, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380789285991341, "total_loss": 0.062302898349003044}
{"data_time": 0.0035433676093816757, "eta_seconds": 91583.86618255498, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.383125, "fast_rcnn/fg_cls_accuracy": 0.6168750000000001, "iteration": 70159, "loss_box_reg": 0.011545003420906141, "loss_cls": 0.04739271861035377, "loss_rpn_cls": 0.0012218375398020953, "loss_rpn_loc": 0.0026088207050634082, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369224462192506, "total_loss": 0.0629503702749048}
{"data_time": 0.004045415436848998, "eta_seconds": 91553.01232398511, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40625, "fast_rcnn/fg_cls_accuracy": 0.59375, "iteration": 70179, "loss_box_reg": 0.010634128004312515, "loss_cls": 0.0471641079057008, "loss_rpn_cls": 0.0010483008800292737, "loss_rpn_loc": 0.003348787678987719, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400354827288538, "total_loss": 0.06217342458398889}
{"data_time": 0.0037883752956986427, "eta_seconds": 91550.35412899987, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4910714285714286, "fast_rcnn/fg_cls_accuracy": 0.5089285714285714, "iteration": 70199, "loss_box_reg": 0.011482802248792723, "loss_cls": 0.04648256616201252, "loss_rpn_cls": 0.001055919411726336, "loss_rpn_loc": 0.0022830651432741433, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5428920770063996, "total_loss": 0.06315707930809822}
{"data_time": 0.0037291189655661583, "eta_seconds": 91558.84944816702, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5582655826558266, "fast_rcnn/fg_cls_accuracy": 0.4417344173441734, "iteration": 70219, "loss_box_reg": 0.011183329130290076, "loss_cls": 0.0488649713806808, "loss_rpn_cls": 0.0015572205649050375, "loss_rpn_loc": 0.0028301085440034512, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393961574882269, "total_loss": 0.0649724025637397}
{"data_time": 0.003870700253173709, "eta_seconds": 91515.11494099, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.17386968085106383, "fast_rcnn/fg_cls_accuracy": 0.7944992215879605, "iteration": 70239, "loss_box_reg": 0.011760642373701558, "loss_cls": 0.04868637374602258, "loss_rpn_cls": 0.0011960186395754135, "loss_rpn_loc": 0.003548374374076957, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5400205450132489, "total_loss": 0.06595506184388}
{"data_time": 0.0038747857324779034, "eta_seconds": 91504.3332991593, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4568965517241379, "fast_rcnn/fg_cls_accuracy": 0.5431034482758621, "iteration": 70259, "loss_box_reg": 0.011089291831012815, "loss_cls": 0.0493692354648374, "loss_rpn_cls": 0.0012329992677564405, "loss_rpn_loc": 0.003065301569222356, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5429172050207853, "total_loss": 0.06443336403049216}
{"data_time": 0.0035278776194900274, "eta_seconds": 91488.42489812872, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.37037037037037035, "fast_rcnn/fg_cls_accuracy": 0.5789049919484701, "iteration": 70279, "loss_box_reg": 0.011425459349993616, "loss_cls": 0.047251980868168175, "loss_rpn_cls": 0.0016626939253683304, "loss_rpn_loc": 0.0024409917459706776, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5342532671056688, "total_loss": 0.06312855578437393}
{"data_time": 0.0042335339821875095, "eta_seconds": 91468.8639498325, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32350498338870437, "fast_rcnn/fg_cls_accuracy": 0.65, "iteration": 70299, "loss_box_reg": 0.010931095719570294, "loss_cls": 0.048962975037284195, "loss_rpn_cls": 0.001088102396352042, "loss_rpn_loc": 0.002910461280407617, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5357775015290827, "total_loss": 0.06596000674028346}
{"data_time": 0.003646587021648884, "eta_seconds": 91442.41379709938, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3401268115942029, "fast_rcnn/fg_cls_accuracy": 0.6284470246734397, "iteration": 70319, "loss_box_reg": 0.011422867595683783, "loss_cls": 0.050154318974819034, "loss_rpn_cls": 0.0010281346595775176, "loss_rpn_loc": 0.0031040888134157285, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5381022638175637, "total_loss": 0.06645382481519846}
{"data_time": 0.003468908369541168, "eta_seconds": 91358.14508624095, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4022108843537415, "fast_rcnn/fg_cls_accuracy": 0.5801282051282051, "iteration": 70339, "loss_box_reg": 0.011374559777323157, "loss_cls": 0.04764984478242695, "loss_rpn_cls": 0.0015330354984826045, "loss_rpn_loc": 0.003081811315496452, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380518059246242, "total_loss": 0.06722078569362111}
{"data_time": 0.0037899604067206383, "eta_seconds": 91411.46072419686, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28501228501228504, "fast_rcnn/fg_cls_accuracy": 0.6900610287707062, "iteration": 70359, "loss_box_reg": 0.011421209201216698, "loss_cls": 0.04735347954556346, "loss_rpn_cls": 0.0009547418595730051, "loss_rpn_loc": 0.0032348776148865, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5486397698987275, "total_loss": 0.06512315213831243}
{"data_time": 0.003543180413544178, "eta_seconds": 91395.01153827412, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4030448717948718, "fast_rcnn/fg_cls_accuracy": 0.5841346153846154, "iteration": 70379, "loss_box_reg": 0.011438513058237731, "loss_cls": 0.049491031328216195, "loss_rpn_cls": 0.0009272643635540589, "loss_rpn_loc": 0.0032247945346171036, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5434146355837584, "total_loss": 0.0651072106758761}
{"data_time": 0.003511957358568907, "eta_seconds": 91384.23515898874, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 70399, "loss_box_reg": 0.011069693340687081, "loss_cls": 0.050021080765873194, "loss_rpn_cls": 0.000721710888456073, "loss_rpn_loc": 0.002539755052566761, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5386792675126344, "total_loss": 0.06497824207531266}
{"data_time": 0.003925032913684845, "eta_seconds": 91407.02805819386, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3159090909090909, "fast_rcnn/fg_cls_accuracy": 0.6715909090909091, "iteration": 70419, "loss_box_reg": 0.01089496334316209, "loss_cls": 0.0491113867610693, "loss_rpn_cls": 0.0009383563707388021, "loss_rpn_loc": 0.0028037776064593345, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428369911387563, "total_loss": 0.06445297689640483}
{"data_time": 0.0035671782679855824, "eta_seconds": 91396.24771982362, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4056482670089859, "fast_rcnn/fg_cls_accuracy": 0.5943517329910142, "iteration": 70439, "loss_box_reg": 0.011619664146564901, "loss_cls": 0.046102113323286176, "loss_rpn_cls": 0.0012799583545302085, "loss_rpn_loc": 0.002825383728122688, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5287121119908988, "total_loss": 0.06361135850670507}
{"data_time": 0.003538115881383419, "eta_seconds": 91396.5168808524, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.43050193050193053, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 70459, "loss_box_reg": 0.010957328224321827, "loss_cls": 0.04892699758056551, "loss_rpn_cls": 0.0010013951116434328, "loss_rpn_loc": 0.0030891866827005288, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540427349274978, "total_loss": 0.06587292985648219}
{"data_time": 0.0036732880398631096, "eta_seconds": 91434.95160568831, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.44802867383512546, "fast_rcnn/fg_cls_accuracy": 0.4816860465116279, "iteration": 70479, "loss_box_reg": 0.011326988460496068, "loss_cls": 0.04710015980526805, "loss_rpn_cls": 0.0007277932822944422, "loss_rpn_loc": 0.0036403672602318693, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5413940721191466, "total_loss": 0.0646684700222977}
{"data_time": 0.003633493557572365, "eta_seconds": 91415.3807025475, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.40544871794871795, "fast_rcnn/fg_cls_accuracy": 0.594551282051282, "iteration": 70499, "loss_box_reg": 0.010942028602585196, "loss_cls": 0.046261314884759486, "loss_rpn_cls": 0.0015322140437490361, "loss_rpn_loc": 0.003178553299221676, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5440131321083754, "total_loss": 0.06356925019292703}
{"data_time": 0.0034607378765940666, "eta_seconds": 91391.39033769211, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45789779326364694, "fast_rcnn/fg_cls_accuracy": 0.5421022067363531, "iteration": 70519, "loss_box_reg": 0.011496067774714902, "loss_cls": 0.048688336624763906, "loss_rpn_cls": 0.0007908556095799213, "loss_rpn_loc": 0.0032668696258042473, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376327596604824, "total_loss": 0.0653123627067771}
{"data_time": 0.003721965476870537, "eta_seconds": 91402.5892606317, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.294481981981982, "fast_rcnn/fg_cls_accuracy": 0.7055180180180181, "iteration": 70539, "loss_box_reg": 0.012073221907485276, "loss_cls": 0.046598124667070806, "loss_rpn_cls": 0.0012539630572518945, "loss_rpn_loc": 0.002733871264354093, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5467642343137413, "total_loss": 0.06322154106499056}
{"data_time": 0.003700478468090296, "eta_seconds": 91391.8018122795, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36191860465116277, "fast_rcnn/fg_cls_accuracy": 0.6380813953488372, "iteration": 70559, "loss_box_reg": 0.011494597711134702, "loss_cls": 0.04984141490422189, "loss_rpn_cls": 0.001147037177133825, "loss_rpn_loc": 0.00347591196623398, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389687921851873, "total_loss": 0.06611032010613371}
{"data_time": 0.003636091947555542, "eta_seconds": 91392.61105341837, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.49425675675675673, "fast_rcnn/fg_cls_accuracy": 0.47871621621621624, "iteration": 70579, "loss_box_reg": 0.011929753527510911, "loss_cls": 0.04978110041702166, "loss_rpn_cls": 0.0009716549670883978, "loss_rpn_loc": 0.003246776785090333, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5452833187300712, "total_loss": 0.06363671336384868}
{"data_time": 0.0035027964040637016, "eta_seconds": 91380.07031270815, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.44478764478764476, "fast_rcnn/fg_cls_accuracy": 0.5552123552123551, "iteration": 70599, "loss_box_reg": 0.0106691746332217, "loss_cls": 0.047854348784312606, "loss_rpn_cls": 0.000854167449574561, "loss_rpn_loc": 0.0029983846688992344, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384664635639638, "total_loss": 0.06678782666187999}
{"data_time": 0.0038162146229296923, "eta_seconds": 91350.66223077266, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3900255754475703, "fast_rcnn/fg_cls_accuracy": 0.6099744245524297, "iteration": 70619, "loss_box_reg": 0.011461322370450944, "loss_cls": 0.049894314259290695, "loss_rpn_cls": 0.0010505429807494693, "loss_rpn_loc": 0.0025693307543406263, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5326405165251344, "total_loss": 0.06426762855426205}
{"data_time": 0.003693853970617056, "eta_seconds": 91326.6812148965, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.389171511627907, "fast_rcnn/fg_cls_accuracy": 0.610828488372093, "iteration": 70639, "loss_box_reg": 0.011220860702451319, "loss_cls": 0.047222846013028175, "loss_rpn_cls": 0.001350114122942614, "loss_rpn_loc": 0.0033804778977355454, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5418954195920378, "total_loss": 0.06336057164128306}
{"data_time": 0.003839577315375209, "eta_seconds": 91300.27279021684, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4958139534883721, "fast_rcnn/fg_cls_accuracy": 0.5041860465116279, "iteration": 70659, "loss_box_reg": 0.011686264129821211, "loss_cls": 0.05022492306306958, "loss_rpn_cls": 0.0010637704915552604, "loss_rpn_loc": 0.0038790597427578177, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5377987914253026, "total_loss": 0.06824085501921218}
{"data_time": 0.0035187830217182636, "eta_seconds": 91266.88365938072, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.42134442134442135, "fast_rcnn/fg_cls_accuracy": 0.5786555786555787, "iteration": 70679, "loss_box_reg": 0.009989868645789102, "loss_cls": 0.048386671929620206, "loss_rpn_cls": 0.0011772753994705454, "loss_rpn_loc": 0.0026661297997634392, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5351503370329738, "total_loss": 0.061882381368832284}
{"data_time": 0.0035544964484870434, "eta_seconds": 91310.61944648321, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.44459644322845415, "fast_rcnn/fg_cls_accuracy": 0.5266106442577031, "iteration": 70699, "loss_box_reg": 0.011018352437531576, "loss_cls": 0.047925794147886336, "loss_rpn_cls": 0.0011964692732817639, "loss_rpn_loc": 0.0031805567978153704, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5453795364592224, "total_loss": 0.06625955253048232}
{"data_time": 0.003430132055655122, "eta_seconds": 91364.77065468254, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.27083333333333337, "fast_rcnn/fg_cls_accuracy": 0.6795454545454545, "iteration": 70719, "loss_box_reg": 0.01186104555381462, "loss_cls": 0.047273826610762626, "loss_rpn_cls": 0.0008465686613590151, "loss_rpn_loc": 0.002752763561147731, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427291379310191, "total_loss": 0.06137917113426283}
{"data_time": 0.003919518087059259, "eta_seconds": 91328.42749003973, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.37142857142857144, "fast_rcnn/fg_cls_accuracy": 0.5941176470588235, "iteration": 70739, "loss_box_reg": 0.01217369397636503, "loss_cls": 0.05009032040834427, "loss_rpn_cls": 0.0013343647467536357, "loss_rpn_loc": 0.0022323439552565105, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366737977601588, "total_loss": 0.06559045637152394}
{"data_time": 0.0036081636790186167, "eta_seconds": 91353.7832162911, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.41025641025641024, "fast_rcnn/fg_cls_accuracy": 0.5897435897435898, "iteration": 70759, "loss_box_reg": 0.011557636258658022, "loss_cls": 0.05007672950159758, "loss_rpn_cls": 0.0010477921271103696, "loss_rpn_loc": 0.0019397822943574283, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5430285143665969, "total_loss": 0.06563362503663939}
{"data_time": 0.0038891828153282404, "eta_seconds": 91306.8446262991, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3169988925802879, "fast_rcnn/fg_cls_accuracy": 0.6830011074197121, "iteration": 70779, "loss_box_reg": 0.01100253130425699, "loss_cls": 0.04894263006281108, "loss_rpn_cls": 0.0009359651032809779, "loss_rpn_loc": 0.0021415075516415527, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5354850271251053, "total_loss": 0.06329515706806887}
{"data_time": 0.003812964539974928, "eta_seconds": 91321.59285178455, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2128623188405797, "fast_rcnn/fg_cls_accuracy": 0.7871376811594203, "iteration": 70799, "loss_box_reg": 0.01072498323628679, "loss_cls": 0.04805212974315509, "loss_rpn_cls": 0.0008854822564217102, "loss_rpn_loc": 0.0021834341150679393, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5420236715581268, "total_loss": 0.06326388310230868}
{"data_time": 0.0034002535976469517, "eta_seconds": 91263.14524544403, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5106516290726817, "fast_rcnn/fg_cls_accuracy": 0.43772893772893773, "iteration": 70819, "loss_box_reg": 0.011848093214211985, "loss_cls": 0.050600321614183486, "loss_rpn_cls": 0.0010317043777376966, "loss_rpn_loc": 0.002764868375379592, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5391789476852864, "total_loss": 0.06685548644600203}
{"data_time": 0.003476049518212676, "eta_seconds": 91252.35642811283, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.46464646464646464, "fast_rcnn/fg_cls_accuracy": 0.5353535353535354, "iteration": 70839, "loss_box_reg": 0.011128408252261579, "loss_cls": 0.04828348639421165, "loss_rpn_cls": 0.0016308190024574287, "loss_rpn_loc": 0.003432985467952676, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5359830225352198, "total_loss": 0.06309399147352224}
{"data_time": 0.003649224992841482, "eta_seconds": 91227.93982255086, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3255879059350504, "fast_rcnn/fg_cls_accuracy": 0.6744120940649496, "iteration": 70859, "loss_box_reg": 0.0115208420320414, "loss_cls": 0.047928471583873034, "loss_rpn_cls": 0.0012018756518727969, "loss_rpn_loc": 0.0032721996594773373, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5359764494933188, "total_loss": 0.06532012157288136}
{"data_time": 0.0038286035414785147, "eta_seconds": 91164.99376739725, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.399822695035461, "fast_rcnn/fg_cls_accuracy": 0.600177304964539, "iteration": 70879, "loss_box_reg": 0.011356016184436157, "loss_cls": 0.048394411569461226, "loss_rpn_cls": 0.000883474737065626, "loss_rpn_loc": 0.003312091765110381, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5351803419180214, "total_loss": 0.06374521700706737}
{"data_time": 0.003972344566136599, "eta_seconds": 91178.38750612596, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5064102564102564, "fast_rcnn/fg_cls_accuracy": 0.4603174603174603, "iteration": 70899, "loss_box_reg": 0.010813386325025931, "loss_cls": 0.0485851876437664, "loss_rpn_cls": 0.0010969588670377561, "loss_rpn_loc": 0.0029407084693957586, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.539054173277691, "total_loss": 0.06571726833362845}
{"data_time": 0.003792596748098731, "eta_seconds": 91146.89659947297, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35238095238095235, "fast_rcnn/fg_cls_accuracy": 0.6476190476190475, "iteration": 70919, "loss_box_reg": 0.011049294524127617, "loss_cls": 0.0485577656654641, "loss_rpn_cls": 0.0007870335130064632, "loss_rpn_loc": 0.0029544287972385064, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5381356014404446, "total_loss": 0.06434216976180096}
{"data_time": 0.0034357509575784206, "eta_seconds": 91122.02685104194, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.27884615384615385, "fast_rcnn/fg_cls_accuracy": 0.7211538461538461, "iteration": 70939, "loss_box_reg": 0.010800762131111696, "loss_cls": 0.04712520609609783, "loss_rpn_cls": 0.0013214180308409595, "loss_rpn_loc": 0.0031855707748036366, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5363734504207969, "total_loss": 0.06457135428041738}
{"data_time": 0.003858032403513789, "eta_seconds": 91111.24707015208, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2554112554112554, "fast_rcnn/fg_cls_accuracy": 0.7445887445887446, "iteration": 70959, "loss_box_reg": 0.011070112494053319, "loss_cls": 0.04993543843738735, "loss_rpn_cls": 0.0009941680500560324, "loss_rpn_loc": 0.002298695846548071, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5388930572662503, "total_loss": 0.06391727212439946}
{"data_time": 0.0039059624541550875, "eta_seconds": 91129.80995181971, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4587486157253599, "fast_rcnn/fg_cls_accuracy": 0.54125138427464, "iteration": 70979, "loss_box_reg": 0.011089658248238266, "loss_cls": 0.04536452458705753, "loss_rpn_cls": 0.0009736000081375096, "loss_rpn_loc": 0.002460089155647438, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5440542800351977, "total_loss": 0.060738715875686466}
{"data_time": 0.004135208437219262, "eta_seconds": 91103.77080930164, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4636904761904762, "fast_rcnn/fg_cls_accuracy": 0.5363095238095239, "iteration": 70999, "loss_box_reg": 0.011085557169280946, "loss_cls": 0.04784471291350201, "loss_rpn_cls": 0.0008052904235000824, "loss_rpn_loc": 0.0025663143424026202, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.543500924250111, "total_loss": 0.06484125189263068}
{"data_time": 0.004184389254078269, "eta_seconds": 91108.78839901462, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33739837398373984, "fast_rcnn/fg_cls_accuracy": 0.6626016260162602, "iteration": 71019, "loss_box_reg": 0.011063248093705624, "loss_cls": 0.04749479331076145, "loss_rpn_cls": 0.0010685022351140105, "loss_rpn_loc": 0.002452373428241117, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395992069970816, "total_loss": 0.06343766168038201}
{"data_time": 0.003550794906914234, "eta_seconds": 91132.10202503297, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.47722960151802657, "fast_rcnn/fg_cls_accuracy": 0.5227703984819734, "iteration": 71039, "loss_box_reg": 0.011055113223847002, "loss_cls": 0.05080984905362129, "loss_rpn_cls": 0.0012037644648899004, "loss_rpn_loc": 0.0037300307703844737, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5441147552337497, "total_loss": 0.06763073463559977}
{"data_time": 0.0038339931052178144, "eta_seconds": 91121.31467149872, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.34375, "fast_rcnn/fg_cls_accuracy": 0.65625, "iteration": 71059, "loss_box_reg": 0.011737491528037935, "loss_cls": 0.05021838506218046, "loss_rpn_cls": 0.0010711190078609434, "loss_rpn_loc": 0.0026119614885828923, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5439332884270698, "total_loss": 0.06493796030861176}
{"data_time": 0.0037361029535531998, "eta_seconds": 91132.9029331198, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4403820816864295, "fast_rcnn/fg_cls_accuracy": 0.5596179183135706, "iteration": 71079, "loss_box_reg": 0.01106324332067743, "loss_cls": 0.04808554949704558, "loss_rpn_cls": 0.0010303436074536876, "loss_rpn_loc": 0.003897037204296794, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5380226855631918, "total_loss": 0.06441859838230357}
{"data_time": 0.0037757728714495897, "eta_seconds": 91122.11293034535, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39767441860465114, "fast_rcnn/fg_cls_accuracy": 0.6023255813953488, "iteration": 71099, "loss_box_reg": 0.012101829604944214, "loss_cls": 0.04715665988624096, "loss_rpn_cls": 0.0009961818302599568, "loss_rpn_loc": 0.0024941838637460023, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5348681940231472, "total_loss": 0.06257958695476873}
{"data_time": 0.003661253722384572, "eta_seconds": 91111.3229275709, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4593406593406594, "fast_rcnn/fg_cls_accuracy": 0.5406593406593406, "iteration": 71119, "loss_box_reg": 0.012038467772072181, "loss_cls": 0.04622598784044385, "loss_rpn_cls": 0.001225221189486092, "loss_rpn_loc": 0.003457603645074414, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5385096538811922, "total_loss": 0.0645124772993313}
{"data_time": 0.003484825836494565, "eta_seconds": 91117.1554215448, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5143325143325144, "fast_rcnn/fg_cls_accuracy": 0.4674242424242424, "iteration": 71139, "loss_box_reg": 0.011175765888765454, "loss_cls": 0.0510773096466437, "loss_rpn_cls": 0.001413929354839638, "loss_rpn_loc": 0.0031215068338497076, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53687499393709, "total_loss": 0.06691108217682995}
{"data_time": 0.003805123968049884, "eta_seconds": 91136.41871342156, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.35299003322259137, "fast_rcnn/fg_cls_accuracy": 0.6470099667774087, "iteration": 71159, "loss_box_reg": 0.011395605164580047, "loss_cls": 0.0509265759610571, "loss_rpn_cls": 0.0017021876232092836, "loss_rpn_loc": 0.0026000827601819765, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.539362020092085, "total_loss": 0.06899339178926311}
{"data_time": 0.0038485918194055557, "eta_seconds": 91125.62318168301, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.19558735837805605, "fast_rcnn/fg_cls_accuracy": 0.7910529187124932, "iteration": 71179, "loss_box_reg": 0.011053925176383927, "loss_cls": 0.04668456350918859, "loss_rpn_cls": 0.0009844746994076559, "loss_rpn_loc": 0.0037539020522672217, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5406574332155287, "total_loss": 0.062064334370063534}
{"data_time": 0.003455411409959197, "eta_seconds": 91128.07739132876, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.40907145913564397, "fast_rcnn/fg_cls_accuracy": 0.5731707317073171, "iteration": 71199, "loss_box_reg": 0.010619658249197528, "loss_cls": 0.05021595722064376, "loss_rpn_cls": 0.0006406577936104441, "loss_rpn_loc": 0.002763832890195772, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418350342661142, "total_loss": 0.0657173985711097}
{"data_time": 0.003448721021413803, "eta_seconds": 91124.4646776549, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3249528598365808, "fast_rcnn/fg_cls_accuracy": 0.6750471401634193, "iteration": 71219, "loss_box_reg": 0.011050914239604026, "loss_cls": 0.0494598732329905, "loss_rpn_cls": 0.0012446282062512637, "loss_rpn_loc": 0.0025185499234794406, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415435121394694, "total_loss": 0.06539127392906607}
{"data_time": 0.003602642100304365, "eta_seconds": 91099.15077135526, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4087301587301587, "fast_rcnn/fg_cls_accuracy": 0.5647840531561461, "iteration": 71239, "loss_box_reg": 0.010832690168172121, "loss_cls": 0.046441176906228065, "loss_rpn_cls": 0.001317365212827326, "loss_rpn_loc": 0.0026035719056380913, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5346177781466395, "total_loss": 0.0627375173010023}
{"data_time": 0.0035376737359911203, "eta_seconds": 91082.44105472881, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4292763157894737, "fast_rcnn/fg_cls_accuracy": 0.5707236842105263, "iteration": 71259, "loss_box_reg": 0.012430081609636545, "loss_cls": 0.0507664040196687, "loss_rpn_cls": 0.0014108885889072553, "loss_rpn_loc": 0.0028990304926992394, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396627713926136, "total_loss": 0.06821718014759881}
{"data_time": 0.0033516045659780502, "eta_seconds": 91108.8958286664, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3844444444444445, "fast_rcnn/fg_cls_accuracy": 0.6155555555555556, "iteration": 71279, "loss_box_reg": 0.010617257503326982, "loss_cls": 0.04874251747969538, "loss_rpn_cls": 0.0010197008804198049, "loss_rpn_loc": 0.003962034508731449, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543411719147116, "total_loss": 0.06479035892675711}
{"data_time": 0.0036658940371125937, "eta_seconds": 91081.27286593313, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36630824372759857, "fast_rcnn/fg_cls_accuracy": 0.6199346405228758, "iteration": 71299, "loss_box_reg": 0.011134878237498924, "loss_cls": 0.05184135923627764, "loss_rpn_cls": 0.0012376891185112981, "loss_rpn_loc": 0.0032304103842761833, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5349458989221603, "total_loss": 0.06683375394516133}
{"data_time": 0.0035853469744324684, "eta_seconds": 91087.29593396955, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.42803030303030304, "fast_rcnn/fg_cls_accuracy": 0.5492424242424243, "iteration": 71319, "loss_box_reg": 0.011031856469344348, "loss_cls": 0.04959412605967373, "loss_rpn_cls": 0.0010522017100811354, "loss_rpn_loc": 0.00278287434593949, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5346956993453205, "total_loss": 0.06634426284381334}
{"data_time": 0.0036086570471525192, "eta_seconds": 91094.930676118, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45472972972972975, "fast_rcnn/fg_cls_accuracy": 0.5452702702702703, "iteration": 71339, "loss_box_reg": 0.011299791338387877, "loss_cls": 0.049921364057809114, "loss_rpn_cls": 0.0008419168500495289, "loss_rpn_loc": 0.0032359100987378042, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5370661348570138, "total_loss": 0.06631353033537835}
{"data_time": 0.0037259215023368597, "eta_seconds": 91048.8790071418, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4592245989304813, "fast_rcnn/fg_cls_accuracy": 0.5407754010695187, "iteration": 71359, "loss_box_reg": 0.011492519988678396, "loss_cls": 0.049044829385820776, "loss_rpn_cls": 0.0009930779884541607, "loss_rpn_loc": 0.0032854506207513623, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5416539919096977, "total_loss": 0.06730278272152646}
{"data_time": 0.003568290965631604, "eta_seconds": 91038.08105421136, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.28075880758807586, "fast_rcnn/fg_cls_accuracy": 0.7192411924119242, "iteration": 71379, "loss_box_reg": 0.01111717923777178, "loss_cls": 0.0489604992326349, "loss_rpn_cls": 0.001284682397169945, "loss_rpn_loc": 0.0027904251983272843, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5487617887556553, "total_loss": 0.06374953601061861}
{"data_time": 0.0037480450700968504, "eta_seconds": 90946.6786086103, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 71399, "loss_box_reg": 0.010785128193674609, "loss_cls": 0.04895012406632304, "loss_rpn_cls": 0.000994983336227051, "loss_rpn_loc": 0.0030311242990137544, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.530371826607734, "total_loss": 0.06473073266027995}
{"data_time": 0.003639217233285308, "eta_seconds": 90935.89021724742, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2496124031007752, "fast_rcnn/fg_cls_accuracy": 0.7294117647058823, "iteration": 71419, "loss_box_reg": 0.01068624688195996, "loss_cls": 0.05041551752947271, "loss_rpn_cls": 0.0018069389611810038, "loss_rpn_loc": 0.0026979333197232336, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419445903971791, "total_loss": 0.0658474317474429}
{"data_time": 0.0036456973757594824, "eta_seconds": 90955.27584824804, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23749119097956306, "fast_rcnn/fg_cls_accuracy": 0.7625088090204369, "iteration": 71439, "loss_box_reg": 0.011571726674446836, "loss_cls": 0.04852867440786213, "loss_rpn_cls": 0.0014087880724673596, "loss_rpn_loc": 0.0037339967893785797, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5298142293468118, "total_loss": 0.06398315917522268}
{"data_time": 0.0038955723866820335, "eta_seconds": 90882.45333143184, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2966764418377322, "fast_rcnn/fg_cls_accuracy": 0.6871945259042034, "iteration": 71459, "loss_box_reg": 0.010625138267641887, "loss_cls": 0.045269265479873866, "loss_rpn_cls": 0.0007934686985890949, "loss_rpn_loc": 0.0025612593854020815, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5305143902078271, "total_loss": 0.06059560815504028}
{"data_time": 0.003852405585348606, "eta_seconds": 90846.46759640984, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4852941176470588, "fast_rcnn/fg_cls_accuracy": 0.5075757575757576, "iteration": 71479, "loss_box_reg": 0.010812954744324088, "loss_cls": 0.05108622193802148, "loss_rpn_cls": 0.0012187669321974681, "loss_rpn_loc": 0.0027865500705956947, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5320044765248895, "total_loss": 0.06874891272764216}
{"data_time": 0.0037412375677376986, "eta_seconds": 90828.57141396473, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4666474985623922, "fast_rcnn/fg_cls_accuracy": 0.5333525014376078, "iteration": 71499, "loss_box_reg": 0.011925577942747623, "loss_cls": 0.04997683421242982, "loss_rpn_cls": 0.0007968371510287398, "loss_rpn_loc": 0.0029183521401137114, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413036218378693, "total_loss": 0.065788971348411}
{"data_time": 0.0037898558657616377, "eta_seconds": 90817.79063860863, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5665204678362573, "fast_rcnn/fg_cls_accuracy": 0.4334795321637427, "iteration": 71519, "loss_box_reg": 0.011350726039381698, "loss_cls": 0.04777852806728333, "loss_rpn_cls": 0.0010372436574925814, "loss_rpn_loc": 0.0031739541991555598, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5379668264649808, "total_loss": 0.0660683755276068}
{"data_time": 0.0034137850161641836, "eta_seconds": 90775.45199444541, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.42803030303030304, "fast_rcnn/fg_cls_accuracy": 0.571969696969697, "iteration": 71539, "loss_box_reg": 0.010969203838612884, "loss_cls": 0.04740807437337935, "loss_rpn_cls": 0.0008946085188199504, "loss_rpn_loc": 0.0029272561696416233, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5400913986377418, "total_loss": 0.0640596864295162}
{"data_time": 0.003687618998810649, "eta_seconds": 90764.67496569757, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5206456456456456, "fast_rcnn/fg_cls_accuracy": 0.47935435435435436, "iteration": 71559, "loss_box_reg": 0.011252086202148348, "loss_cls": 0.04668651334941387, "loss_rpn_cls": 0.0009236560772478697, "loss_rpn_loc": 0.003012622737514903, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406383210793138, "total_loss": 0.06256791028317821}
{"data_time": 0.0035885535180568695, "eta_seconds": 90747.1410467315, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4525581395348837, "fast_rcnn/fg_cls_accuracy": 0.5380645161290323, "iteration": 71579, "loss_box_reg": 0.011712880863342434, "loss_cls": 0.05043408740311861, "loss_rpn_cls": 0.0009677369055225427, "loss_rpn_loc": 0.0029409178714558948, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375708809588104, "total_loss": 0.06874426679246426}
{"data_time": 0.0037471100222319365, "eta_seconds": 90711.75060170237, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34375, "fast_rcnn/fg_cls_accuracy": 0.65625, "iteration": 71599, "loss_box_reg": 0.011714288120856509, "loss_cls": 0.04665341292275116, "loss_rpn_cls": 0.000883258256294539, "loss_rpn_loc": 0.003650034190286533, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5363554218783975, "total_loss": 0.06533775449315726}
{"data_time": 0.003971215104684234, "eta_seconds": 90689.37029038905, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3102536997885835, "fast_rcnn/fg_cls_accuracy": 0.6678321678321678, "iteration": 71619, "loss_box_reg": 0.010762097896076739, "loss_cls": 0.04698037670459598, "loss_rpn_cls": 0.0008099031992401251, "loss_rpn_loc": 0.00349268549689441, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5329749351367354, "total_loss": 0.06300947869954143}
{"data_time": 0.0036572269164025784, "eta_seconds": 90678.59836596879, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41640866873065013, "fast_rcnn/fg_cls_accuracy": 0.5835913312693499, "iteration": 71639, "loss_box_reg": 0.012011777667794377, "loss_cls": 0.048854846914764494, "loss_rpn_cls": 0.001388588274949143, "loss_rpn_loc": 0.003206566303560976, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410828136373311, "total_loss": 0.06610327115470227}
{"data_time": 0.003996815532445908, "eta_seconds": 90667.82644154853, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33676470588235297, "fast_rcnn/fg_cls_accuracy": 0.6632352941176471, "iteration": 71659, "loss_box_reg": 0.01165757974376902, "loss_cls": 0.049244223220739514, "loss_rpn_cls": 0.0013733115811191965, "loss_rpn_loc": 0.003137681411317317, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352128136437386, "total_loss": 0.06588871892108727}
{"data_time": 0.00411005225032568, "eta_seconds": 90676.72275039833, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40945747800586507, "fast_rcnn/fg_cls_accuracy": 0.5905425219941349, "iteration": 71679, "loss_box_reg": 0.009967909805709496, "loss_cls": 0.0483817151398398, "loss_rpn_cls": 0.0010117799369027125, "loss_rpn_loc": 0.004190279923932394, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382017290685326, "total_loss": 0.06485912104119507}
{"data_time": 0.003699983935803175, "eta_seconds": 90607.77749938937, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.44047619047619047, "fast_rcnn/fg_cls_accuracy": 0.5595238095238095, "iteration": 71699, "loss_box_reg": 0.011541871761437505, "loss_cls": 0.0481898138532415, "loss_rpn_cls": 0.0007215095998844845, "loss_rpn_loc": 0.0027179701246495824, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5330923066940159, "total_loss": 0.06347447930841099}
{"data_time": 0.003952449886128306, "eta_seconds": 90559.59322213777, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4714285714285714, "fast_rcnn/fg_cls_accuracy": 0.5285714285714286, "iteration": 71719, "loss_box_reg": 0.01121919706929475, "loss_cls": 0.048541756346821785, "loss_rpn_cls": 0.0007990431267330678, "loss_rpn_loc": 0.0032325058382411953, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339309594128281, "total_loss": 0.06429374970105073}
{"data_time": 0.0034427973441779613, "eta_seconds": 90548.83032041718, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17660818713450294, "fast_rcnn/fg_cls_accuracy": 0.7640522875816993, "iteration": 71739, "loss_box_reg": 0.011299807927571237, "loss_cls": 0.0475946418591775, "loss_rpn_cls": 0.0008670023855756881, "loss_rpn_loc": 0.0024787608854239807, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5273542203940451, "total_loss": 0.06276521656877776}
{"data_time": 0.003435637569054961, "eta_seconds": 90545.52715217276, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42764976958525347, "fast_rcnn/fg_cls_accuracy": 0.5419354838709678, "iteration": 71759, "loss_box_reg": 0.011035869072657079, "loss_cls": 0.050554631336126477, "loss_rpn_cls": 0.0011965065189656343, "loss_rpn_loc": 0.0034342750841460656, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.541320939315483, "total_loss": 0.06536822338625825}
{"data_time": 0.003760077990591526, "eta_seconds": 90527.304516976, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3260680034873583, "fast_rcnn/fg_cls_accuracy": 0.6739319965126417, "iteration": 71779, "loss_box_reg": 0.011013433599146083, "loss_cls": 0.04859847470652312, "loss_rpn_cls": 0.001653969252615184, "loss_rpn_loc": 0.0027862618917424697, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5349562289193273, "total_loss": 0.06578840700058208}
{"data_time": 0.00368341151624918, "eta_seconds": 90482.1853888845, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4547803617571059, "fast_rcnn/fg_cls_accuracy": 0.5341085271317829, "iteration": 71799, "loss_box_reg": 0.010221320088021457, "loss_cls": 0.04969512124080211, "loss_rpn_cls": 0.0012937770042356078, "loss_rpn_loc": 0.0031882724942988716, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5343282180838287, "total_loss": 0.06542356095133073}
{"data_time": 0.0036689394619315863, "eta_seconds": 90471.42657230329, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5162337662337663, "fast_rcnn/fg_cls_accuracy": 0.48376623376623373, "iteration": 71819, "loss_box_reg": 0.011374006542610005, "loss_cls": 0.04909989703446627, "loss_rpn_cls": 0.0010995142328624752, "loss_rpn_loc": 0.002807027383823879, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5370669974945486, "total_loss": 0.06452886986357953}
{"data_time": 0.0039820431265980005, "eta_seconds": 90434.30652700854, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30081300813008127, "fast_rcnn/fg_cls_accuracy": 0.6361111111111111, "iteration": 71839, "loss_box_reg": 0.010726401873398572, "loss_cls": 0.04583402373827994, "loss_rpn_cls": 0.0012374214150554508, "loss_rpn_loc": 0.0031614609106327407, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.533501606900245, "total_loss": 0.06393076243375617}
{"data_time": 0.00397410849109292, "eta_seconds": 90441.74689396704, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.260840108401084, "fast_rcnn/fg_cls_accuracy": 0.7391598915989159, "iteration": 71859, "loss_box_reg": 0.010496904287720099, "loss_cls": 0.049170127807883546, "loss_rpn_cls": 0.0017413345874501829, "loss_rpn_loc": 0.0030663103570987005, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368982639629394, "total_loss": 0.06492579449172808}
{"data_time": 0.0034940976183861494, "eta_seconds": 90461.06727890274, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4913793103448276, "fast_rcnn/fg_cls_accuracy": 0.4891304347826087, "iteration": 71879, "loss_box_reg": 0.010937470535282046, "loss_cls": 0.0496023673331365, "loss_rpn_cls": 0.0012986109478561048, "loss_rpn_loc": 0.0027982411957054865, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399964521639049, "total_loss": 0.06502757761359135}
{"data_time": 0.0036674069706350565, "eta_seconds": 90442.09154395107, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33695652173913043, "fast_rcnn/fg_cls_accuracy": 0.6521739130434783, "iteration": 71899, "loss_box_reg": 0.011717077577486634, "loss_cls": 0.045414989232085645, "loss_rpn_cls": 0.0012828901247985414, "loss_rpn_loc": 0.003468461422016844, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354378586634994, "total_loss": 0.06140605034454438}
{"data_time": 0.0033796869684010744, "eta_seconds": 90449.04278228385, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1527161862527716, "fast_rcnn/fg_cls_accuracy": 0.8472838137472284, "iteration": 71919, "loss_box_reg": 0.010230793239315972, "loss_cls": 0.04310559219447896, "loss_rpn_cls": 0.0011123015793259583, "loss_rpn_loc": 0.0018555609785835259, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5460855478886515, "total_loss": 0.05685756392011854}
{"data_time": 0.0037819608114659786, "eta_seconds": 90478.56931524398, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46177944862155385, "fast_rcnn/fg_cls_accuracy": 0.5382205513784462, "iteration": 71939, "loss_box_reg": 0.012231298285769299, "loss_cls": 0.04990743735106662, "loss_rpn_cls": 0.0013389735875080078, "loss_rpn_loc": 0.002698924159631133, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5421726829372346, "total_loss": 0.06685269722879639}
{"data_time": 0.0037992263678461313, "eta_seconds": 90467.8019665652, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4121212121212121, "fast_rcnn/fg_cls_accuracy": 0.565625, "iteration": 71959, "loss_box_reg": 0.010947592265438288, "loss_cls": 0.05142529041040689, "loss_rpn_cls": 0.0009773191193289676, "loss_rpn_loc": 0.00286814692117332, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5447103073820472, "total_loss": 0.06800362768899504}
{"data_time": 0.0038134059868752956, "eta_seconds": 90442.41413675062, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4022222222222222, "fast_rcnn/fg_cls_accuracy": 0.5772058823529411, "iteration": 71979, "loss_box_reg": 0.01142826399882324, "loss_cls": 0.04863385594217107, "loss_rpn_cls": 0.0015078624999205203, "loss_rpn_loc": 0.0031403849461639766, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5449641230516136, "total_loss": 0.06649904657501793}
{"data_time": 0.0035633554216474295, "eta_seconds": 90401.13892331952, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3318181818181818, "fast_rcnn/fg_cls_accuracy": 0.6603448275862069, "iteration": 71999, "loss_box_reg": 0.011474196595372632, "loss_cls": 0.04618196445517242, "loss_rpn_cls": 0.0011474007153537968, "loss_rpn_loc": 0.0027466754072520416, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360867080744356, "total_loss": 0.06448085279680527}
{"data_time": 0.00415184092707932, "eta_seconds": 90390.37694703089, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3847771236333053, "fast_rcnn/fg_cls_accuracy": 0.6152228763666947, "iteration": 72019, "loss_box_reg": 0.011167836462846026, "loss_cls": 0.04661402845522389, "loss_rpn_cls": 0.0009372973640893179, "loss_rpn_loc": 0.002803398350806674, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5402160079684108, "total_loss": 0.06235522402903371}
{"data_time": 0.003668098244816065, "eta_seconds": 90329.72114030365, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42045454545454547, "fast_rcnn/fg_cls_accuracy": 0.5753787878787879, "iteration": 72039, "loss_box_reg": 0.011861252540256828, "loss_cls": 0.04634782765060663, "loss_rpn_cls": 0.0013522848665843412, "loss_rpn_loc": 0.0033371852623531595, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5369055771734565, "total_loss": 0.0642130467123252}
{"data_time": 0.0037525061052292585, "eta_seconds": 90318.96510513593, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3094098883572568, "fast_rcnn/fg_cls_accuracy": 0.6905901116427433, "iteration": 72059, "loss_box_reg": 0.010525958117796108, "loss_cls": 0.048403717461042106, "loss_rpn_cls": 0.0009060267661880061, "loss_rpn_loc": 0.002593260538560571, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5447031690273434, "total_loss": 0.06408369168389072}
{"data_time": 0.003841767320409417, "eta_seconds": 90323.41059100302, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2309682187730968, "fast_rcnn/fg_cls_accuracy": 0.7095959595959596, "iteration": 72079, "loss_box_reg": 0.011740772635675967, "loss_cls": 0.04725090856663883, "loss_rpn_cls": 0.0012370591593935387, "loss_rpn_loc": 0.0027416225275374018, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5414710945915431, "total_loss": 0.06501272931154745}
{"data_time": 0.0036682081408798695, "eta_seconds": 90334.48707813118, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.15877016129032256, "fast_rcnn/fg_cls_accuracy": 0.8106591865357644, "iteration": 72099, "loss_box_reg": 0.011142547620693222, "loss_cls": 0.04578694177325815, "loss_rpn_cls": 0.0008451269941076589, "loss_rpn_loc": 0.0024537743047403637, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392947834916413, "total_loss": 0.06288065430908318}
{"data_time": 0.003776133991777897, "eta_seconds": 90323.72663154919, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.4457026713124274, "fast_rcnn/fg_cls_accuracy": 0.5542973286875726, "iteration": 72119, "loss_box_reg": 0.011200439068488777, "loss_cls": 0.05206494056619704, "loss_rpn_cls": 0.0017492498511728627, "loss_rpn_loc": 0.0029398189471976366, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5440855864435434, "total_loss": 0.06809215647160727}
{"data_time": 0.00420587626285851, "eta_seconds": 90275.94096446503, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.4552590266875981, "fast_rcnn/fg_cls_accuracy": 0.5447409733124018, "iteration": 72139, "loss_box_reg": 0.010593039100058377, "loss_cls": 0.05107551196124405, "loss_rpn_cls": 0.0009438459208581662, "loss_rpn_loc": 0.0020312525739427656, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5308339409530163, "total_loss": 0.06508885708922207}
{"data_time": 0.0037618959322571754, "eta_seconds": 90265.1849292973, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.48479262672811063, "fast_rcnn/fg_cls_accuracy": 0.5152073732718894, "iteration": 72159, "loss_box_reg": 0.01089820294873789, "loss_cls": 0.049168757104780525, "loss_rpn_cls": 0.0013549516372677317, "loss_rpn_loc": 0.002382824444794096, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423202889505774, "total_loss": 0.06500509345249839}
{"data_time": 0.003592246910557151, "eta_seconds": 90246.31227418291, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34444444444444444, "fast_rcnn/fg_cls_accuracy": 0.6555555555555556, "iteration": 72179, "loss_box_reg": 0.011223463428905234, "loss_cls": 0.04674157570116222, "loss_rpn_cls": 0.001356429435645623, "loss_rpn_loc": 0.0036467532081587706, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5362374905962497, "total_loss": 0.06360181428590295}
{"data_time": 0.003600788302719593, "eta_seconds": 90168.09295496228, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3780487804878049, "fast_rcnn/fg_cls_accuracy": 0.5983231707317074, "iteration": 72199, "loss_box_reg": 0.01108754231245257, "loss_cls": 0.04680452379398048, "loss_rpn_cls": 0.0016976123524727882, "loss_rpn_loc": 0.002985543636896182, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5462905254680663, "total_loss": 0.06512751502930314}
{"data_time": 0.00409118109382689, "eta_seconds": 90184.55048641912, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4650635208711434, "fast_rcnn/fg_cls_accuracy": 0.5349364791288567, "iteration": 72219, "loss_box_reg": 0.01279940499807708, "loss_cls": 0.049054830335080624, "loss_rpn_cls": 0.001438492712622974, "loss_rpn_loc": 0.003288997006166028, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5409566452726722, "total_loss": 0.0673529044904626}
{"data_time": 0.004081432009115815, "eta_seconds": 90180.32060321979, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 72239, "loss_box_reg": 0.010776493640150875, "loss_cls": 0.04729249805677682, "loss_rpn_cls": 0.0010191288985765823, "loss_rpn_loc": 0.002933961373855709, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5368216224014759, "total_loss": 0.06368994027144481}
{"data_time": 0.0037088829558342695, "eta_seconds": 90169.56955612265, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48183760683760685, "fast_rcnn/fg_cls_accuracy": 0.5181623931623931, "iteration": 72259, "loss_box_reg": 0.011402077652746812, "loss_cls": 0.0503883216297254, "loss_rpn_cls": 0.0009273724247123027, "loss_rpn_loc": 0.003058761518332176, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5461634348612279, "total_loss": 0.06750152947137167}
{"data_time": 0.003627565922215581, "eta_seconds": 90158.8185090255, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37398373983739835, "fast_rcnn/fg_cls_accuracy": 0.6260162601626016, "iteration": 72279, "loss_box_reg": 0.010859349626116455, "loss_cls": 0.04603126412257552, "loss_rpn_cls": 0.0010841639464160835, "loss_rpn_loc": 0.0023958584788488224, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413676856551319, "total_loss": 0.062091428002020166}
{"data_time": 0.0038982403930276632, "eta_seconds": 90185.41188913095, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.31433607520564044, "fast_rcnn/fg_cls_accuracy": 0.6856639247943596, "iteration": 72299, "loss_box_reg": 0.009806948044570163, "loss_cls": 0.04674697597511113, "loss_rpn_cls": 0.0011240240874599294, "loss_rpn_loc": 0.0024892706169339363, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5440628498326987, "total_loss": 0.06192270903318331}
{"data_time": 0.0038533746264874935, "eta_seconds": 90228.94730270142, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3224489795918367, "fast_rcnn/fg_cls_accuracy": 0.6697588126159555, "iteration": 72319, "loss_box_reg": 0.010942233901005238, "loss_cls": 0.04807937901932746, "loss_rpn_cls": 0.001237148569089186, "loss_rpn_loc": 0.0030959529867686797, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413501923903823, "total_loss": 0.06410758921583692}
{"data_time": 0.00376717746257782, "eta_seconds": 90234.75461433758, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.28125, "fast_rcnn/fg_cls_accuracy": 0.71875, "iteration": 72339, "loss_box_reg": 0.011473544262116775, "loss_cls": 0.04885859659407288, "loss_rpn_cls": 0.0012263724370313867, "loss_rpn_loc": 0.0028227007132954895, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5518144839443266, "total_loss": 0.0647307494573397}
{"data_time": 0.0039667191449552774, "eta_seconds": 90207.42335012415, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4341649341649342, "fast_rcnn/fg_cls_accuracy": 0.5658350658350658, "iteration": 72359, "loss_box_reg": 0.011458241729997098, "loss_cls": 0.04795658215880394, "loss_rpn_cls": 0.0011286381986792549, "loss_rpn_loc": 0.0025801331157708773, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543986966367811, "total_loss": 0.06643557408574452}
{"data_time": 0.0037035050336271524, "eta_seconds": 90138.76159545477, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3252032520325203, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 72379, "loss_box_reg": 0.010864536045119166, "loss_cls": 0.05124225118197501, "loss_rpn_cls": 0.0013346640785414365, "loss_rpn_loc": 0.0028677684676949866, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5283159180544317, "total_loss": 0.06582930422723621}
{"data_time": 0.00389243196696043, "eta_seconds": 90251.77985249832, "fast_rcnn/cls_accuracy": 0.96435546875, "fast_rcnn/false_negative": 0.5476190476190477, "fast_rcnn/fg_cls_accuracy": 0.4000553709856035, "iteration": 72399, "loss_box_reg": 0.011643241567071527, "loss_cls": 0.05057523323921487, "loss_rpn_cls": 0.0010191046610543708, "loss_rpn_loc": 0.002491905448550824, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5466877124272287, "total_loss": 0.06734788404901337}
{"data_time": 0.0035988958552479744, "eta_seconds": 90252.7690619945, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32432432432432434, "fast_rcnn/fg_cls_accuracy": 0.6756756756756757, "iteration": 72419, "loss_box_reg": 0.010817347996635363, "loss_cls": 0.050821232493035495, "loss_rpn_cls": 0.001220385279623315, "loss_rpn_loc": 0.0026848143243114464, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.542133201379329, "total_loss": 0.06588637332134795}
{"data_time": 0.0038984762504696846, "eta_seconds": 90296.69611662813, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31994047619047616, "fast_rcnn/fg_cls_accuracy": 0.6622023809523809, "iteration": 72439, "loss_box_reg": 0.011727253178833053, "loss_cls": 0.047009969770442694, "loss_rpn_cls": 0.0012146359604230383, "loss_rpn_loc": 0.003801349626883166, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.548774607013911, "total_loss": 0.06348687154475385}
{"data_time": 0.004190061008557677, "eta_seconds": 90355.9235167487, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.30105105105105107, "fast_rcnn/fg_cls_accuracy": 0.6986111111111111, "iteration": 72459, "loss_box_reg": 0.011073166853748262, "loss_cls": 0.04527314947335981, "loss_rpn_cls": 0.0008047989609281103, "loss_rpn_loc": 0.003307076720375335, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5415674285031855, "total_loss": 0.06401059331369652}
{"data_time": 0.004170359345152974, "eta_seconds": 90367.76869378123, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40610599078341014, "fast_rcnn/fg_cls_accuracy": 0.5938940092165899, "iteration": 72479, "loss_box_reg": 0.011456611566245556, "loss_cls": 0.04896389174973592, "loss_rpn_cls": 0.000953504363110369, "loss_rpn_loc": 0.0029474539805960376, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436168198939413, "total_loss": 0.06466128334591303}
{"data_time": 0.004252221435308456, "eta_seconds": 90420.05104316841, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36709486166007904, "fast_rcnn/fg_cls_accuracy": 0.6116962305986696, "iteration": 72499, "loss_box_reg": 0.010551016952376813, "loss_cls": 0.0463926843367517, "loss_rpn_cls": 0.0012530269425496954, "loss_rpn_loc": 0.0023801605821063276, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5538736344315112, "total_loss": 0.06182211370389723}
{"data_time": 0.004272805759683251, "eta_seconds": 90429.20827622968, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3764705882352941, "fast_rcnn/fg_cls_accuracy": 0.6095238095238096, "iteration": 72519, "loss_box_reg": 0.010950967931421474, "loss_cls": 0.049815730075351894, "loss_rpn_cls": 0.0011682391772751544, "loss_rpn_loc": 0.002352126903133467, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5458680593874305, "total_loss": 0.06594170001631028}
{"data_time": 0.004854290513321757, "eta_seconds": 90418.4095338916, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5310975609756098, "fast_rcnn/fg_cls_accuracy": 0.4689024390243902, "iteration": 72539, "loss_box_reg": 0.011073192494222894, "loss_cls": 0.0491329301148653, "loss_rpn_cls": 0.0010701395764840527, "loss_rpn_loc": 0.002777329682430718, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5408524381928146, "total_loss": 0.06604944381837186}
{"data_time": 0.004639964085072279, "eta_seconds": 90434.25212452793, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.47393048128342247, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 72559, "loss_box_reg": 0.010785180202219635, "loss_cls": 0.052007466088980436, "loss_rpn_cls": 0.0013017170188049931, "loss_rpn_loc": 0.0024795457284199074, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5456240205094218, "total_loss": 0.06591779221469096}
{"data_time": 0.004609746625646949, "eta_seconds": 90483.99364183866, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2303921568627451, "fast_rcnn/fg_cls_accuracy": 0.7696078431372549, "iteration": 72579, "loss_box_reg": 0.012239735398907214, "loss_cls": 0.04730924335308373, "loss_rpn_cls": 0.0008656006586988951, "loss_rpn_loc": 0.002448825422106893, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5509273810312152, "total_loss": 0.06334902736466574}
{"data_time": 0.0044212068896740675, "eta_seconds": 90565.70474038809, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3369938229238161, "fast_rcnn/fg_cls_accuracy": 0.6630061770761839, "iteration": 72599, "loss_box_reg": 0.011900214158231393, "loss_cls": 0.04718836973188445, "loss_rpn_cls": 0.0014966629721584468, "loss_rpn_loc": 0.0040055781973933335, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5482379007153213, "total_loss": 0.06418618734119264}
{"data_time": 0.004592504585161805, "eta_seconds": 90605.45572262886, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4201201201201201, "fast_rcnn/fg_cls_accuracy": 0.5798798798798799, "iteration": 72619, "loss_box_reg": 0.011048621585359797, "loss_cls": 0.0473553006304428, "loss_rpn_cls": 0.0007811860230049206, "loss_rpn_loc": 0.002429243177175522, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5500429735984653, "total_loss": 0.06329067099068197}
{"data_time": 0.004250234691426158, "eta_seconds": 90590.74604103039, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 72639, "loss_box_reg": 0.011969751329161227, "loss_cls": 0.04889469966292381, "loss_rpn_cls": 0.001189888923363469, "loss_rpn_loc": 0.0026890472108789254, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401405200827867, "total_loss": 0.06284438311990925}
{"data_time": 0.004119007149711251, "eta_seconds": 90625.73864434846, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4941860465116279, "fast_rcnn/fg_cls_accuracy": 0.5058139534883721, "iteration": 72659, "loss_box_reg": 0.010914161335676908, "loss_cls": 0.049311104346998036, "loss_rpn_cls": 0.0014523413695428644, "loss_rpn_loc": 0.002606325680972077, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5479955463670194, "total_loss": 0.06573368813712932}
{"data_time": 0.004520142218098044, "eta_seconds": 90631.10475950199, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 72679, "loss_box_reg": 0.01150439609773457, "loss_cls": 0.04600674723042175, "loss_rpn_cls": 0.0007302512053115606, "loss_rpn_loc": 0.0034605687324074097, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.546313718194142, "total_loss": 0.06251018928924168}
{"data_time": 0.004584163427352905, "eta_seconds": 90646.01063313126, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5599078341013825, "fast_rcnn/fg_cls_accuracy": 0.4400921658986175, "iteration": 72699, "loss_box_reg": 0.011655241891276091, "loss_cls": 0.049295243341475725, "loss_rpn_cls": 0.0009635317640004359, "loss_rpn_loc": 0.0028295808770053554, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5411460341420025, "total_loss": 0.0654749328239177}
{"data_time": 0.004413795890286565, "eta_seconds": 90690.45279183192, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.41784338896020534, "fast_rcnn/fg_cls_accuracy": 0.5821566110397947, "iteration": 72719, "loss_box_reg": 0.011113476939499378, "loss_cls": 0.04996391630265862, "loss_rpn_cls": 0.00145594504760993, "loss_rpn_loc": 0.0025101954670390114, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5461585877928883, "total_loss": 0.06548154725896893}
{"data_time": 0.004267637152224779, "eta_seconds": 90699.84782167338, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22291021671826625, "fast_rcnn/fg_cls_accuracy": 0.760731319554849, "iteration": 72739, "loss_box_reg": 0.010767198691610247, "loss_cls": 0.04874160187318921, "loss_rpn_cls": 0.0014375435823126281, "loss_rpn_loc": 0.003124327075056499, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364190456457436, "total_loss": 0.06642860890718794}
{"data_time": 0.004691646667197347, "eta_seconds": 90668.76701692818, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.39087301587301587, "fast_rcnn/fg_cls_accuracy": 0.6091269841269842, "iteration": 72759, "loss_box_reg": 0.010942992725176737, "loss_cls": 0.04959401011001319, "loss_rpn_cls": 0.0011618802465136469, "loss_rpn_loc": 0.002597049631731352, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5394156507682055, "total_loss": 0.06507533183594205}
{"data_time": 0.00485379109159112, "eta_seconds": 90718.7175435971, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24978354978354977, "fast_rcnn/fg_cls_accuracy": 0.7227799227799228, "iteration": 72779, "loss_box_reg": 0.010869327350519598, "loss_cls": 0.046751521760597825, "loss_rpn_cls": 0.0011780513489156874, "loss_rpn_loc": 0.0027453651346149854, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5468021384440362, "total_loss": 0.06130940134460161}
{"data_time": 0.004788755904883146, "eta_seconds": 90729.98585169157, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.31777003484320554, "fast_rcnn/fg_cls_accuracy": 0.5333333333333333, "iteration": 72799, "loss_box_reg": 0.011131731647765264, "loss_cls": 0.046767238643951714, "loss_rpn_cls": 0.001413090387018201, "loss_rpn_loc": 0.0022771928051952273, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5471693200524896, "total_loss": 0.06230102223071299}
{"data_time": 0.0045011446345597506, "eta_seconds": 90725.0801043401, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2847985347985348, "fast_rcnn/fg_cls_accuracy": 0.7152014652014652, "iteration": 72819, "loss_box_reg": 0.01118667155969888, "loss_cls": 0.04802239779382944, "loss_rpn_cls": 0.0009470644783391435, "loss_rpn_loc": 0.002635899520100793, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5460931239649653, "total_loss": 0.06291123032792711}
{"data_time": 0.00496792490594089, "eta_seconds": 90752.87236554781, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41021505376344086, "fast_rcnn/fg_cls_accuracy": 0.5731182795698925, "iteration": 72839, "loss_box_reg": 0.01075353383203037, "loss_cls": 0.04541334247915074, "loss_rpn_cls": 0.0007717251861549812, "loss_rpn_loc": 0.00221648755359638, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5481464974582195, "total_loss": 0.06043666208745435}
{"data_time": 0.004118639975786209, "eta_seconds": 90815.61017930531, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 72859, "loss_box_reg": 0.01059732778230682, "loss_cls": 0.05108212667983025, "loss_rpn_cls": 0.001242638554685982, "loss_rpn_loc": 0.0029394847042567562, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5551181733608246, "total_loss": 0.06467500694793671}
{"data_time": 0.003993989434093237, "eta_seconds": 90804.7432334118, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5197645079899075, "fast_rcnn/fg_cls_accuracy": 0.4802354920100925, "iteration": 72879, "loss_box_reg": 0.010851743310922757, "loss_cls": 0.049061625672038645, "loss_rpn_cls": 0.0017762198799573525, "loss_rpn_loc": 0.0029028886929154396, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5424947564024478, "total_loss": 0.06546982901454612}
{"data_time": 0.004026649985462427, "eta_seconds": 90811.41506190342, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35534062237174097, "fast_rcnn/fg_cls_accuracy": 0.644659377628259, "iteration": 72899, "loss_box_reg": 0.011657070310320705, "loss_cls": 0.04692389478441328, "loss_rpn_cls": 0.0012292128461695029, "loss_rpn_loc": 0.0023925788827909855, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5331804880406708, "total_loss": 0.06292489018562719}
{"data_time": 0.0037697528023272753, "eta_seconds": 90752.54392188974, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3965062623599209, "fast_rcnn/fg_cls_accuracy": 0.6034937376400791, "iteration": 72919, "loss_box_reg": 0.011375526722986251, "loss_cls": 0.04903671657666564, "loss_rpn_cls": 0.000704219568319786, "loss_rpn_loc": 0.0032783616734377574, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5353463406208903, "total_loss": 0.06566408586149919}
{"data_time": 0.004106048261746764, "eta_seconds": 90774.45594564546, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4878048780487805, "fast_rcnn/fg_cls_accuracy": 0.5121951219512195, "iteration": 72939, "loss_box_reg": 0.011482092988444492, "loss_cls": 0.05081257678102702, "loss_rpn_cls": 0.0011814947438324452, "loss_rpn_loc": 0.0034612942836247385, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5471966220065951, "total_loss": 0.06635252932511548}
{"data_time": 0.003830499015748501, "eta_seconds": 90712.52368634404, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3869186046511628, "fast_rcnn/fg_cls_accuracy": 0.6130813953488372, "iteration": 72959, "loss_box_reg": 0.011686331185046583, "loss_cls": 0.0507426806143485, "loss_rpn_cls": 0.0009905829277840894, "loss_rpn_loc": 0.0024769997980911285, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5319985391106457, "total_loss": 0.06695365842369938}
{"data_time": 0.003524971893057227, "eta_seconds": 90694.92829399649, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.39974937343358397, "fast_rcnn/fg_cls_accuracy": 0.600250626566416, "iteration": 72979, "loss_box_reg": 0.011121055751573294, "loss_cls": 0.04807891102973372, "loss_rpn_cls": 0.0015393814545063833, "loss_rpn_loc": 0.003570204931747867, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.538259414723143, "total_loss": 0.06403172790510325}
{"data_time": 0.003903293050825596, "eta_seconds": 90690.80146876001, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.44155844155844154, "fast_rcnn/fg_cls_accuracy": 0.5584415584415584, "iteration": 72999, "loss_box_reg": 0.011314850969938561, "loss_cls": 0.04948160913772881, "loss_rpn_cls": 0.0011955087372257367, "loss_rpn_loc": 0.002749173812844674, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414230024907738, "total_loss": 0.06647118756779946}
{"data_time": 0.0036722382064908743, "eta_seconds": 90684.95838133688, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5192307692307692, "fast_rcnn/fg_cls_accuracy": 0.4807692307692308, "iteration": 73019, "loss_box_reg": 0.010675374942366034, "loss_cls": 0.04692294861888513, "loss_rpn_cls": 0.0013398599176071002, "loss_rpn_loc": 0.0025564532334101386, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400469303131104, "total_loss": 0.062643087329036}
{"data_time": 0.003960831090807915, "eta_seconds": 90710.9776070998, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.38814616755793224, "fast_rcnn/fg_cls_accuracy": 0.6118538324420677, "iteration": 73039, "loss_box_reg": 0.011431492283008993, "loss_cls": 0.04575846716761589, "loss_rpn_cls": 0.0008424267263080765, "loss_rpn_loc": 0.0027125365522806533, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422993947286159, "total_loss": 0.060731441024245214}
{"data_time": 0.0037418166175484657, "eta_seconds": 90677.47826637863, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26055806938159876, "fast_rcnn/fg_cls_accuracy": 0.7394419306184012, "iteration": 73059, "loss_box_reg": 0.010896997904637828, "loss_cls": 0.04617667832644656, "loss_rpn_cls": 0.0010134380379724917, "loss_rpn_loc": 0.0025214657889591763, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5415824693627656, "total_loss": 0.061719211435359966}
{"data_time": 0.0037305839359760284, "eta_seconds": 90689.24535163725, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2838827838827839, "fast_rcnn/fg_cls_accuracy": 0.6923076923076923, "iteration": 73079, "loss_box_reg": 0.011180696048540995, "loss_cls": 0.046734201023355126, "loss_rpn_cls": 0.0007759517957310891, "loss_rpn_loc": 0.0020900211411571945, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416656651068479, "total_loss": 0.06140622120005901}
{"data_time": 0.0035592890344560146, "eta_seconds": 90697.46709246235, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3854895104895105, "fast_rcnn/fg_cls_accuracy": 0.6145104895104896, "iteration": 73099, "loss_box_reg": 0.010720061894971877, "loss_cls": 0.047447030374314636, "loss_rpn_cls": 0.0007174177145543581, "loss_rpn_loc": 0.0024338494640687713, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5457398083526641, "total_loss": 0.06337970347499322}
{"data_time": 0.0036333585157990456, "eta_seconds": 90644.88801775197, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45993589743589747, "fast_rcnn/fg_cls_accuracy": 0.5400641025641025, "iteration": 73119, "loss_box_reg": 0.010940041684079915, "loss_cls": 0.047819050727412105, "loss_rpn_cls": 0.0012462817200002974, "loss_rpn_loc": 0.0031049461249494925, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5353398534934968, "total_loss": 0.06489440617258424}
{"data_time": 0.0035704495385289192, "eta_seconds": 90662.20412308397, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3536734693877551, "fast_rcnn/fg_cls_accuracy": 0.646326530612245, "iteration": 73139, "loss_box_reg": 0.011379587784176692, "loss_cls": 0.04956291994312778, "loss_rpn_cls": 0.000917909666156902, "loss_rpn_loc": 0.0025690307084005326, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5461863153614104, "total_loss": 0.06545405552623151}
{"data_time": 0.0037343595176935196, "eta_seconds": 90664.86184728378, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3826219512195122, "fast_rcnn/fg_cls_accuracy": 0.6173780487804879, "iteration": 73159, "loss_box_reg": 0.011182981281308457, "loss_cls": 0.048762054881080985, "loss_rpn_cls": 0.001248850548563496, "loss_rpn_loc": 0.003827438624284696, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5486676855944097, "total_loss": 0.06776648605023183}
{"data_time": 0.004359288141131401, "eta_seconds": 90645.88987051696, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4146079484425349, "fast_rcnn/fg_cls_accuracy": 0.5853920515574651, "iteration": 73179, "loss_box_reg": 0.0110289694275707, "loss_cls": 0.047703945310786366, "loss_rpn_cls": 0.0014188561674473021, "loss_rpn_loc": 0.0030577255456591956, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397769410628825, "total_loss": 0.06199438477028707}
{"data_time": 0.003795518772676587, "eta_seconds": 90580.47757978784, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3713272543059777, "fast_rcnn/fg_cls_accuracy": 0.6238095238095238, "iteration": 73199, "loss_box_reg": 0.011071759683545679, "loss_cls": 0.049727393430657685, "loss_rpn_cls": 0.001067100572754498, "loss_rpn_loc": 0.002428524030619883, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5385262973140925, "total_loss": 0.0655134993641866}
{"data_time": 0.004131909226998687, "eta_seconds": 90559.94528512727, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.271889400921659, "fast_rcnn/fg_cls_accuracy": 0.728110599078341, "iteration": 73219, "loss_box_reg": 0.01094074995489791, "loss_cls": 0.048882666626013815, "loss_rpn_cls": 0.0006744753678731286, "loss_rpn_loc": 0.002072843853966333, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404863874427974, "total_loss": 0.06485346976432993}
{"data_time": 0.003891404252499342, "eta_seconds": 90533.73952994845, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34891304347826085, "fast_rcnn/fg_cls_accuracy": 0.6358108108108108, "iteration": 73239, "loss_box_reg": 0.011276032659225166, "loss_cls": 0.04784237046260387, "loss_rpn_cls": 0.0009483571801638391, "loss_rpn_loc": 0.0029283527219376992, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353179450612515, "total_loss": 0.06344624485052464}
{"data_time": 0.004695560550317168, "eta_seconds": 90504.95281467098, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42193675889328064, "fast_rcnn/fg_cls_accuracy": 0.5780632411067194, "iteration": 73259, "loss_box_reg": 0.0106455160130281, "loss_cls": 0.049100887146778405, "loss_rpn_cls": 0.0008370979632275066, "loss_rpn_loc": 0.0027094692741229665, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5448961299844086, "total_loss": 0.06459912976799842}
{"data_time": 0.004453232511878014, "eta_seconds": 90494.09706199891, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3861283643892339, "fast_rcnn/fg_cls_accuracy": 0.6019668737060042, "iteration": 73279, "loss_box_reg": 0.012056501320330426, "loss_cls": 0.0487657212652266, "loss_rpn_cls": 0.0011879184846748103, "loss_rpn_loc": 0.002326899175386643, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5425182371400297, "total_loss": 0.0647284241917987}
{"data_time": 0.004118903772905469, "eta_seconds": 90470.82352337823, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.39419206440483034, "fast_rcnn/fg_cls_accuracy": 0.6058079355951697, "iteration": 73299, "loss_box_reg": 0.011118330905446783, "loss_cls": 0.04744647134793922, "loss_rpn_cls": 0.0007976106513751802, "loss_rpn_loc": 0.0032961481520032976, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5425554635003209, "total_loss": 0.06158023026182491}
{"data_time": 0.004388741450384259, "eta_seconds": 90490.30791726685, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.45611111111111113, "fast_rcnn/fg_cls_accuracy": 0.5438888888888889, "iteration": 73319, "loss_box_reg": 0.010644079826306552, "loss_cls": 0.04848257335834205, "loss_rpn_cls": 0.0012184589042476546, "loss_rpn_loc": 0.003544903935107868, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5457290853373706, "total_loss": 0.06384842059105722}
{"data_time": 0.003990618512034416, "eta_seconds": 90479.45001409645, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3918918918918919, "fast_rcnn/fg_cls_accuracy": 0.6081081081081081, "iteration": 73339, "loss_box_reg": 0.01098008273402229, "loss_cls": 0.0477845742716454, "loss_rpn_cls": 0.0008901855053409236, "loss_rpn_loc": 0.0035925825832237024, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5526314147282392, "total_loss": 0.062322394808575154}
{"data_time": 0.004290196346119046, "eta_seconds": 90517.34667251352, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3638775510204082, "fast_rcnn/fg_cls_accuracy": 0.6296518607442978, "iteration": 73359, "loss_box_reg": 0.011179566063219681, "loss_cls": 0.047873999923467636, "loss_rpn_cls": 0.001070107081147853, "loss_rpn_loc": 0.0036600455787265673, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5530541115440428, "total_loss": 0.06379064242707955}
{"data_time": 0.004569008946418762, "eta_seconds": 90535.59809355019, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2524020694752402, "fast_rcnn/fg_cls_accuracy": 0.6869918699186992, "iteration": 73379, "loss_box_reg": 0.010864966141525656, "loss_cls": 0.045958993723616004, "loss_rpn_cls": 0.0008237395495527267, "loss_rpn_loc": 0.0024036421527853236, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429818723350763, "total_loss": 0.060493136327743}
{"data_time": 0.004471828229725361, "eta_seconds": 90518.16237031086, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.40932311621966794, "fast_rcnn/fg_cls_accuracy": 0.590676883780332, "iteration": 73399, "loss_box_reg": 0.01093395528732799, "loss_cls": 0.047442074632272124, "loss_rpn_cls": 0.0011215229953904782, "loss_rpn_loc": 0.0028389940343913622, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5438097768928856, "total_loss": 0.06288393784325308}
{"data_time": 0.004746728576719761, "eta_seconds": 90501.74807994696, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3076923076923077, "fast_rcnn/fg_cls_accuracy": 0.641025641025641, "iteration": 73419, "loss_box_reg": 0.010651926218997687, "loss_cls": 0.04722393164411187, "loss_rpn_cls": 0.0007329433979634814, "loss_rpn_loc": 0.00202779017672583, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367025812156498, "total_loss": 0.06013095125493351}
{"data_time": 0.004724596161395311, "eta_seconds": 90450.14673873084, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5336438923395446, "fast_rcnn/fg_cls_accuracy": 0.46635610766045543, "iteration": 73439, "loss_box_reg": 0.01154097166727297, "loss_cls": 0.0505922143929638, "loss_rpn_cls": 0.0009984944277334762, "loss_rpn_loc": 0.0023306951552513056, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5473753574769944, "total_loss": 0.06634289375693925}
{"data_time": 0.00461730663664639, "eta_seconds": 90480.01649037073, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4877757901013715, "fast_rcnn/fg_cls_accuracy": 0.5122242098986285, "iteration": 73459, "loss_box_reg": 0.011133286607218906, "loss_cls": 0.0486261781770736, "loss_rpn_cls": 0.0013178458506217794, "loss_rpn_loc": 0.00403376894792018, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5428821097593755, "total_loss": 0.06643329154212552}
{"data_time": 0.0048268979880958796, "eta_seconds": 90440.35017500399, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.49242424242424243, "fast_rcnn/fg_cls_accuracy": 0.5075757575757576, "iteration": 73479, "loss_box_reg": 0.011084243044024333, "loss_cls": 0.04999639419838786, "loss_rpn_cls": 0.0009896510438807127, "loss_rpn_loc": 0.00261634985145065, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368852880783379, "total_loss": 0.06695949652203126}
{"data_time": 0.0047540850937366486, "eta_seconds": 90401.79194123531, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.293470286133529, "fast_rcnn/fg_cls_accuracy": 0.706529713866471, "iteration": 73499, "loss_box_reg": 0.011106819874839857, "loss_cls": 0.0473801214247942, "loss_rpn_cls": 0.001276486465144444, "loss_rpn_loc": 0.0033947035553865135, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.546788671053946, "total_loss": 0.0619199214645505}
{"data_time": 0.005045743891969323, "eta_seconds": 90397.0491303762, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.30873015873015874, "fast_rcnn/fg_cls_accuracy": 0.6912698412698413, "iteration": 73519, "loss_box_reg": 0.010643895308021456, "loss_cls": 0.050693615805357695, "loss_rpn_cls": 0.0009712529224543687, "loss_rpn_loc": 0.0023951159382704645, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5550683494657278, "total_loss": 0.06488575270702768}
{"data_time": 0.004342401633039117, "eta_seconds": 90423.80749499425, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3841991341991342, "fast_rcnn/fg_cls_accuracy": 0.6158008658008658, "iteration": 73539, "loss_box_reg": 0.010897344880504534, "loss_cls": 0.046651399752590805, "loss_rpn_cls": 0.001402852405590238, "loss_rpn_loc": 0.0033002522177412175, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.552642171503976, "total_loss": 0.06337455511618373}
{"data_time": 0.004512540064752102, "eta_seconds": 90437.79284897214, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29846743295019157, "fast_rcnn/fg_cls_accuracy": 0.7015325670498085, "iteration": 73559, "loss_box_reg": 0.010707470471970737, "loss_cls": 0.045269892376381904, "loss_rpn_cls": 0.0009284086968364136, "loss_rpn_loc": 0.0025338283521705307, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5577838318422437, "total_loss": 0.059290996036679644}
{"data_time": 0.003984702518209815, "eta_seconds": 90420.36422248068, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.33129032258064517, "fast_rcnn/fg_cls_accuracy": 0.6687096774193548, "iteration": 73579, "loss_box_reg": 0.011239244748139754, "loss_cls": 0.04660890926606953, "loss_rpn_cls": 0.0012675655847260714, "loss_rpn_loc": 0.002588826182545745, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5554025613237172, "total_loss": 0.06268366563995187}
{"data_time": 0.004076360492035747, "eta_seconds": 90409.49776161066, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.357703081232493, "fast_rcnn/fg_cls_accuracy": 0.6422969187675069, "iteration": 73599, "loss_box_reg": 0.011415045970352367, "loss_cls": 0.04929543542675674, "loss_rpn_cls": 0.0011782209139710176, "loss_rpn_loc": 0.003436675477132667, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5457317100372165, "total_loss": 0.06497865150100779}
{"data_time": 0.0047623394057154655, "eta_seconds": 90398.63130074064, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3643410852713178, "fast_rcnn/fg_cls_accuracy": 0.6356589147286822, "iteration": 73619, "loss_box_reg": 0.010784396494273096, "loss_cls": 0.04934652603697032, "loss_rpn_cls": 0.0009308057210546394, "loss_rpn_loc": 0.002801686539896764, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5500964105594903, "total_loss": 0.06577682238560101}
{"data_time": 0.003906494006514549, "eta_seconds": 90397.89271902665, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2107843137254902, "fast_rcnn/fg_cls_accuracy": 0.7892156862745098, "iteration": 73639, "loss_box_reg": 0.011039287666790187, "loss_cls": 0.04659906460437924, "loss_rpn_cls": 0.00135486983441524, "loss_rpn_loc": 0.0025177950301440433, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5461689606308937, "total_loss": 0.06322325036535403}
{"data_time": 0.003808937966823578, "eta_seconds": 90342.12486704858, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3666666666666667, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 73659, "loss_box_reg": 0.011766262643504888, "loss_cls": 0.04622503160499036, "loss_rpn_cls": 0.0009198099844525132, "loss_rpn_loc": 0.0026498463630559854, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395361329428852, "total_loss": 0.06301268573810148}
{"data_time": 0.003972214180976152, "eta_seconds": 90317.35630308627, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6321428571428571, "iteration": 73679, "loss_box_reg": 0.011817110556876287, "loss_cls": 0.050206729443743825, "loss_rpn_cls": 0.0018734933931909836, "loss_rpn_loc": 0.0025985113734350307, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442935884930193, "total_loss": 0.06665291241893101}
{"data_time": 0.004176846472546458, "eta_seconds": 90261.28629849665, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32330827067669177, "fast_rcnn/fg_cls_accuracy": 0.6766917293233083, "iteration": 73699, "loss_box_reg": 0.011197785846889019, "loss_cls": 0.048309789039194584, "loss_rpn_cls": 0.0008379700514069555, "loss_rpn_loc": 0.003137458465062082, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5403463675174862, "total_loss": 0.06578997924191299}
{"data_time": 0.003807923523709178, "eta_seconds": 90239.9238695805, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.34385165907612236, "fast_rcnn/fg_cls_accuracy": 0.6424466338259442, "iteration": 73719, "loss_box_reg": 0.011051789100747555, "loss_cls": 0.048612732731271535, "loss_rpn_cls": 0.000858634706560224, "loss_rpn_loc": 0.0038293529651127756, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5421903170645237, "total_loss": 0.06434245515583825}
{"data_time": 0.004685025429353118, "eta_seconds": 90248.76784118987, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.45, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 73739, "loss_box_reg": 0.010898035601712763, "loss_cls": 0.049319389974698424, "loss_rpn_cls": 0.0014990329018473858, "loss_rpn_loc": 0.00263850315604941, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450001934077591, "total_loss": 0.06453584234918708}
{"data_time": 0.0038655484095215797, "eta_seconds": 90203.31920071179, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.428743961352657, "fast_rcnn/fg_cls_accuracy": 0.5712560386473431, "iteration": 73759, "loss_box_reg": 0.01098781990003772, "loss_cls": 0.048373932018876076, "loss_rpn_cls": 0.0013029205307475422, "loss_rpn_loc": 0.0027752731202781433, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5347776212729514, "total_loss": 0.06250712447808837}
{"data_time": 0.004085250897333026, "eta_seconds": 90162.84627836128, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3648989898989899, "fast_rcnn/fg_cls_accuracy": 0.6351010101010102, "iteration": 73779, "loss_box_reg": 0.01146133488509804, "loss_cls": 0.048084807116538286, "loss_rpn_cls": 0.0011195886786481424, "loss_rpn_loc": 0.0031283275202440564, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5370343814138323, "total_loss": 0.062259799297294194}
{"data_time": 0.003982533933594823, "eta_seconds": 90111.4409696844, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5517970401691332, "fast_rcnn/fg_cls_accuracy": 0.4482029598308668, "iteration": 73799, "loss_box_reg": 0.010176387440878898, "loss_cls": 0.04750584450084716, "loss_rpn_cls": 0.000822052010448715, "loss_rpn_loc": 0.003198848291503964, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5371675412170589, "total_loss": 0.06307535939049558}
{"data_time": 0.003808349836617708, "eta_seconds": 90094.13952249731, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.39112050739957716, "fast_rcnn/fg_cls_accuracy": 0.6088794926004228, "iteration": 73819, "loss_box_reg": 0.011168492026627064, "loss_cls": 0.04986172419739887, "loss_rpn_cls": 0.0011573877149828604, "loss_rpn_loc": 0.003143172067211708, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.538822119589895, "total_loss": 0.06514466838928001}
{"data_time": 0.0038012557197362185, "eta_seconds": 90073.55917263567, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3277777777777778, "fast_rcnn/fg_cls_accuracy": 0.6722222222222223, "iteration": 73839, "loss_box_reg": 0.010765848564915359, "loss_cls": 0.04907492990605533, "loss_rpn_cls": 0.0009240572552471349, "loss_rpn_loc": 0.002653630677741603, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367614924907684, "total_loss": 0.06466103386264876}
{"data_time": 0.004108098801225424, "eta_seconds": 90006.02866647532, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.22938530734632684, "fast_rcnn/fg_cls_accuracy": 0.7706146926536732, "iteration": 73859, "loss_box_reg": 0.011516693630255759, "loss_cls": 0.04860578360967338, "loss_rpn_cls": 0.0008905104594987279, "loss_rpn_loc": 0.002558000349381473, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5310388966463506, "total_loss": 0.06464224514184025}
{"data_time": 0.00421197758987546, "eta_seconds": 89997.09533788124, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3230550284629981, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 73879, "loss_box_reg": 0.01096237520687282, "loss_cls": 0.0490906301420182, "loss_rpn_cls": 0.000910053085135587, "loss_rpn_loc": 0.0029706358691328205, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5431776714976877, "total_loss": 0.06408607963163604}
{"data_time": 0.004077908815816045, "eta_seconds": 90026.36139833671, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4222222222222222, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 73899, "loss_box_reg": 0.010939056344795972, "loss_cls": 0.04796008602716029, "loss_rpn_cls": 0.0010622636741572933, "loss_rpn_loc": 0.0019490284103085287, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5323031602893025, "total_loss": 0.06533795449399804}
{"data_time": 0.003985903225839138, "eta_seconds": 90030.19228910818, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.24202127659574468, "fast_rcnn/fg_cls_accuracy": 0.7579787234042553, "iteration": 73919, "loss_box_reg": 0.010687543690437451, "loss_cls": 0.049501000496093184, "loss_rpn_cls": 0.0009238105542124231, "loss_rpn_loc": 0.002792918647173792, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5395282236859202, "total_loss": 0.06398390653112074}
{"data_time": 0.004195636138319969, "eta_seconds": 89971.76760119735, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.46074074074074073, "fast_rcnn/fg_cls_accuracy": 0.5392592592592593, "iteration": 73939, "loss_box_reg": 0.01117775694001466, "loss_cls": 0.04860280698630959, "loss_rpn_cls": 0.0009120904956034792, "loss_rpn_loc": 0.003477824284345843, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5396531615406275, "total_loss": 0.06485377619151222}
{"data_time": 0.004143122583627701, "eta_seconds": 89993.84153581993, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2552845528455284, "fast_rcnn/fg_cls_accuracy": 0.7447154471544715, "iteration": 73959, "loss_box_reg": 0.011399102542782202, "loss_cls": 0.04921283386647701, "loss_rpn_cls": 0.0012393872588631893, "loss_rpn_loc": 0.002823129010721459, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538314041448757, "total_loss": 0.0679098371824125}
{"data_time": 0.0037832448724657297, "eta_seconds": 89983.00158164767, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.29179566563467496, "fast_rcnn/fg_cls_accuracy": 0.708204334365325, "iteration": 73979, "loss_box_reg": 0.010699229256715626, "loss_cls": 0.04737471218686551, "loss_rpn_cls": 0.0012375265309856331, "loss_rpn_loc": 0.0034501242480473593, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5377068154048175, "total_loss": 0.06548842576285097}
{"data_time": 0.0038834267761558294, "eta_seconds": 89955.79894470959, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45095693779904306, "fast_rcnn/fg_cls_accuracy": 0.549043062200957, "iteration": 73999, "loss_box_reg": 0.011380254349205643, "loss_cls": 0.04699728614650667, "loss_rpn_cls": 0.0007256706244334055, "loss_rpn_loc": 0.0024347807993763126, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5373333499301225, "total_loss": 0.061659813054973256}
{"data_time": 0.004418278578668833, "eta_seconds": 89975.98368469882, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3448544698544699, "fast_rcnn/fg_cls_accuracy": 0.6551455301455301, "iteration": 74019, "loss_box_reg": 0.01091350385104306, "loss_cls": 0.04654963477514684, "loss_rpn_cls": 0.0014729125550729805, "loss_rpn_loc": 0.0023156326642492786, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5496154348365963, "total_loss": 0.06370361519157086}
{"data_time": 0.004139142343774438, "eta_seconds": 89944.89128317591, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2876623376623376, "fast_rcnn/fg_cls_accuracy": 0.6671061305207646, "iteration": 74039, "loss_box_reg": 0.010808768769493327, "loss_cls": 0.05071599566144869, "loss_rpn_cls": 0.0011996245478940182, "loss_rpn_loc": 0.002185575671319384, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5372497895732522, "total_loss": 0.06726420538927869}
{"data_time": 0.004385222448036075, "eta_seconds": 89959.19837946701, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5263736263736263, "fast_rcnn/fg_cls_accuracy": 0.4736263736263736, "iteration": 74059, "loss_box_reg": 0.01073738289414905, "loss_cls": 0.048749718174804, "loss_rpn_cls": 0.0006780127787635593, "loss_rpn_loc": 0.003301039061625488, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5460780449211597, "total_loss": 0.06563706059731089}
{"data_time": 0.0037959394976496696, "eta_seconds": 89959.62958785449, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2667748917748918, "fast_rcnn/fg_cls_accuracy": 0.7332251082251082, "iteration": 74079, "loss_box_reg": 0.01177475749864243, "loss_cls": 0.046171044174116105, "loss_rpn_cls": 0.0012579012884543772, "loss_rpn_loc": 0.002772521762381075, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5522834630683064, "total_loss": 0.06216780476759709}
{"data_time": 0.004415455972775817, "eta_seconds": 89942.33902143943, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.34082156611039793, "fast_rcnn/fg_cls_accuracy": 0.6591784338896021, "iteration": 74099, "loss_box_reg": 0.010537204914726317, "loss_cls": 0.04667295049875975, "loss_rpn_cls": 0.0016662863838519115, "loss_rpn_loc": 0.0030885500946169486, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5428123439196497, "total_loss": 0.061323649847736306}
{"data_time": 0.004217770416289568, "eta_seconds": 89973.99292422645, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4183889772125067, "fast_rcnn/fg_cls_accuracy": 0.5816110227874933, "iteration": 74119, "loss_box_reg": 0.011564390704734251, "loss_cls": 0.05021306755952537, "loss_rpn_cls": 0.0008872264403407826, "loss_rpn_loc": 0.0031339591660071164, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5497949013952166, "total_loss": 0.06866836048311598}
{"data_time": 0.004317573271691799, "eta_seconds": 89963.14490752481, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4307692307692308, "fast_rcnn/fg_cls_accuracy": 0.5692307692307692, "iteration": 74139, "loss_box_reg": 0.010702035622671247, "loss_cls": 0.046082679473329335, "loss_rpn_cls": 0.001259465481098232, "loss_rpn_loc": 0.0028621922247111797, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5434594163671136, "total_loss": 0.06034083956020453}
{"data_time": 0.004430623725056648, "eta_seconds": 89948.42270744825, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.44455645161290325, "fast_rcnn/fg_cls_accuracy": 0.5554435483870968, "iteration": 74159, "loss_box_reg": 0.011873896757606417, "loss_cls": 0.04724583984352648, "loss_rpn_cls": 0.0010374958894772135, "loss_rpn_loc": 0.0030684798330185004, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5405890608672053, "total_loss": 0.06348135762630136}
{"data_time": 0.00415095966309309, "eta_seconds": 89931.56606030907, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.45588235294117646, "fast_rcnn/fg_cls_accuracy": 0.5441176470588236, "iteration": 74179, "loss_box_reg": 0.01055611128685996, "loss_cls": 0.050271077547222376, "loss_rpn_cls": 0.0012607872216676697, "loss_rpn_loc": 0.002535157353122486, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.536752627696842, "total_loss": 0.06745256232443353}
{"data_time": 0.003897181013599038, "eta_seconds": 89936.44458614895, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4650793650793651, "fast_rcnn/fg_cls_accuracy": 0.5349206349206349, "iteration": 74199, "loss_box_reg": 0.010830922750756145, "loss_cls": 0.04909082059748471, "loss_rpn_cls": 0.0013733098169268487, "loss_rpn_loc": 0.0033034946172847413, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5386997030582279, "total_loss": 0.06764755717455273}
{"data_time": 0.004248233512043953, "eta_seconds": 89951.23008677363, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3027777777777778, "fast_rcnn/fg_cls_accuracy": 0.6972222222222222, "iteration": 74219, "loss_box_reg": 0.011016243341146037, "loss_cls": 0.04704911616863683, "loss_rpn_cls": 0.0012087712266861672, "loss_rpn_loc": 0.0031546185782644898, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.551562168635428, "total_loss": 0.06189229197275381}
{"data_time": 0.0038296161219477654, "eta_seconds": 89957.7222926584, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48256320836965994, "fast_rcnn/fg_cls_accuracy": 0.48324324324324325, "iteration": 74239, "loss_box_reg": 0.01065481171826832, "loss_cls": 0.04824140656273812, "loss_rpn_cls": 0.0012208924872538773, "loss_rpn_loc": 0.0026185107708442956, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5385238535236567, "total_loss": 0.06374123520737385}
{"data_time": 0.003933402011170983, "eta_seconds": 89942.78472033679, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19454887218045114, "fast_rcnn/fg_cls_accuracy": 0.7969107551487414, "iteration": 74259, "loss_box_reg": 0.010981955914758146, "loss_cls": 0.04419965489069, "loss_rpn_cls": 0.0007254615442207069, "loss_rpn_loc": 0.0034125166785088368, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410489814821631, "total_loss": 0.059163870264910656}
{"data_time": 0.004357186146080494, "eta_seconds": 89937.0948184228, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5272425249169435, "fast_rcnn/fg_cls_accuracy": 0.45476190476190476, "iteration": 74279, "loss_box_reg": 0.011988974933046848, "loss_cls": 0.04907289243419655, "loss_rpn_cls": 0.000961779550607389, "loss_rpn_loc": 0.0038176689704414457, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5433790774550289, "total_loss": 0.06647813821689397}
{"data_time": 0.00402891100384295, "eta_seconds": 89931.31019019894, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35315040650406504, "fast_rcnn/fg_cls_accuracy": 0.646849593495935, "iteration": 74299, "loss_box_reg": 0.01082455160212703, "loss_cls": 0.048921935027465224, "loss_rpn_cls": 0.0011679431340780866, "loss_rpn_loc": 0.0021563896516454406, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.547692168969661, "total_loss": 0.06392578114434855}
{"data_time": 0.0040241454262286425, "eta_seconds": 89895.49877771619, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4926406926406926, "fast_rcnn/fg_cls_accuracy": 0.5073593073593073, "iteration": 74319, "loss_box_reg": 0.01157524687005207, "loss_cls": 0.04995119431987405, "loss_rpn_cls": 0.0006259331300952908, "loss_rpn_loc": 0.0021417438074422535, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5370427339803427, "total_loss": 0.06596664810274433}
{"data_time": 0.004202451324090362, "eta_seconds": 89854.66474050842, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.49213286713286714, "fast_rcnn/fg_cls_accuracy": 0.5078671328671329, "iteration": 74339, "loss_box_reg": 0.012361257104203105, "loss_cls": 0.04709939571330324, "loss_rpn_cls": 0.0007983511648035346, "loss_rpn_loc": 0.0034575877762108576, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.541012103902176, "total_loss": 0.0641260816439626}
{"data_time": 0.003862817771732807, "eta_seconds": 89801.38141331426, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.40625, "fast_rcnn/fg_cls_accuracy": 0.5557598039215687, "iteration": 74359, "loss_box_reg": 0.01088934371364303, "loss_cls": 0.05260845483280718, "loss_rpn_cls": 0.0019592040042653025, "loss_rpn_loc": 0.0028808312672481406, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389795100782067, "total_loss": 0.06863875568080857}
{"data_time": 0.0038749014493077993, "eta_seconds": 89770.07856041403, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4349593495934959, "fast_rcnn/fg_cls_accuracy": 0.5650406504065041, "iteration": 74379, "loss_box_reg": 0.011739844834664837, "loss_cls": 0.04910982435103506, "loss_rpn_cls": 0.0009006197954022355, "loss_rpn_loc": 0.003042010808712803, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541085276287049, "total_loss": 0.06563734895945572}
{"data_time": 0.004398684483021498, "eta_seconds": 89779.69562744885, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3409090909090909, "fast_rcnn/fg_cls_accuracy": 0.6590909090909091, "iteration": 74399, "loss_box_reg": 0.011109640647191554, "loss_cls": 0.04746912722475827, "loss_rpn_cls": 0.0009248673085267001, "loss_rpn_loc": 0.003288210846221773, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5472745110746473, "total_loss": 0.06233745211397945}
{"data_time": 0.0037398485001176596, "eta_seconds": 89729.73079302162, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4356060606060606, "fast_rcnn/fg_cls_accuracy": 0.5405844155844155, "iteration": 74419, "loss_box_reg": 0.010610209341393784, "loss_cls": 0.04839130083564669, "loss_rpn_cls": 0.0007577474179925048, "loss_rpn_loc": 0.002719787215028191, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5390264394227415, "total_loss": 0.06197985094865999}
{"data_time": 0.003952207043766975, "eta_seconds": 89703.4507741502, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5671171171171171, "fast_rcnn/fg_cls_accuracy": 0.4058558558558559, "iteration": 74439, "loss_box_reg": 0.010421386687085032, "loss_cls": 0.046806589467450976, "loss_rpn_cls": 0.0017059090795328302, "loss_rpn_loc": 0.002827703228831524, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5379310613498092, "total_loss": 0.06220922583588617}
{"data_time": 0.004006121540442109, "eta_seconds": 89688.58807569742, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3819548872180451, "fast_rcnn/fg_cls_accuracy": 0.6002844950213371, "iteration": 74459, "loss_box_reg": 0.011794634105172008, "loss_cls": 0.04711076838430017, "loss_rpn_cls": 0.0007281238092673448, "loss_rpn_loc": 0.003309682786493795, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5400050659663975, "total_loss": 0.0629768161101083}
{"data_time": 0.0038027006667107344, "eta_seconds": 89677.75226002932, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5452702702702703, "fast_rcnn/fg_cls_accuracy": 0.45472972972972975, "iteration": 74479, "loss_box_reg": 0.011005376203684136, "loss_cls": 0.04819976969156414, "loss_rpn_cls": 0.0007672867850487819, "loss_rpn_loc": 0.0027171202818863094, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540626083035022, "total_loss": 0.06522759284871427}
{"data_time": 0.0039837174117565155, "eta_seconds": 89663.45773612568, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4504830917874396, "fast_rcnn/fg_cls_accuracy": 0.5495169082125604, "iteration": 74499, "loss_box_reg": 0.011021345620974898, "loss_cls": 0.048978126724250615, "loss_rpn_cls": 0.0009687137102218912, "loss_rpn_loc": 0.0030532936325471383, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434415433555841, "total_loss": 0.06508897550193637}
{"data_time": 0.004392776405438781, "eta_seconds": 89602.39860735112, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.28326403326403327, "fast_rcnn/fg_cls_accuracy": 0.7167359667359667, "iteration": 74519, "loss_box_reg": 0.01066517413710244, "loss_cls": 0.04987572832033038, "loss_rpn_cls": 0.0012129038153716465, "loss_rpn_loc": 0.0025499362709524576, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5371469061356038, "total_loss": 0.06432134732938266}
{"data_time": 0.003990000346675515, "eta_seconds": 89566.62150037591, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3717105263157895, "fast_rcnn/fg_cls_accuracy": 0.6282894736842105, "iteration": 74539, "loss_box_reg": 0.011254729033680633, "loss_cls": 0.04760262044146657, "loss_rpn_cls": 0.000924631971429335, "loss_rpn_loc": 0.002484123320755316, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387907808180898, "total_loss": 0.0635581276742414}
{"data_time": 0.003781844861805439, "eta_seconds": 89537.17825388443, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2964254577157803, "fast_rcnn/fg_cls_accuracy": 0.7035745422842197, "iteration": 74559, "loss_box_reg": 0.010906288138357922, "loss_cls": 0.05003548203967512, "loss_rpn_cls": 0.0009002471948633683, "loss_rpn_loc": 0.002251509409688879, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368278946261853, "total_loss": 0.06454486966424611}
{"data_time": 0.0042057831306010485, "eta_seconds": 89513.28725889511, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3539057841383423, "fast_rcnn/fg_cls_accuracy": 0.6460942158616578, "iteration": 74579, "loss_box_reg": 0.011805736343376338, "loss_cls": 0.04786147107370198, "loss_rpn_cls": 0.001112336582309581, "loss_rpn_loc": 0.002622640120534925, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540795692242682, "total_loss": 0.06375609797487414}
{"data_time": 0.004073543008416891, "eta_seconds": 89488.53501866898, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.371875, "fast_rcnn/fg_cls_accuracy": 0.564659977703456, "iteration": 74599, "loss_box_reg": 0.011139173351693898, "loss_cls": 0.04866834019776434, "loss_rpn_cls": 0.0008685308239364531, "loss_rpn_loc": 0.0027260285041847965, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381924593821168, "total_loss": 0.06581066311633776}
{"data_time": 0.003989996621385217, "eta_seconds": 89460.33464444429, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.26136363636363635, "fast_rcnn/fg_cls_accuracy": 0.7247474747474747, "iteration": 74619, "loss_box_reg": 0.010617760854074731, "loss_cls": 0.047486254130490124, "loss_rpn_cls": 0.0009219281096193299, "loss_rpn_loc": 0.0026728920311143156, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5410394484642893, "total_loss": 0.0628972728146664}
{"data_time": 0.004072369774803519, "eta_seconds": 89419.96076576854, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3371212121212121, "fast_rcnn/fg_cls_accuracy": 0.6628787878787878, "iteration": 74639, "loss_box_reg": 0.010840532602742314, "loss_cls": 0.050538185401819646, "loss_rpn_cls": 0.0009933203837135807, "loss_rpn_loc": 0.002982288355269702, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375154304783791, "total_loss": 0.06613515559115513}
{"data_time": 0.00403498113155365, "eta_seconds": 89409.14564481913, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32027649769585254, "fast_rcnn/fg_cls_accuracy": 0.6797235023041475, "iteration": 74659, "loss_box_reg": 0.010700749058742076, "loss_cls": 0.047874126117676497, "loss_rpn_cls": 0.0013126172798365587, "loss_rpn_loc": 0.002598784125439124, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540330204879865, "total_loss": 0.062116765391408535}
{"data_time": 0.004022011300548911, "eta_seconds": 89387.29338661744, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3430132259919494, "fast_rcnn/fg_cls_accuracy": 0.6517913262099309, "iteration": 74679, "loss_box_reg": 0.011452089645899832, "loss_cls": 0.04682626738213003, "loss_rpn_cls": 0.001234224121844818, "loss_rpn_loc": 0.002436803490127204, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5372205630410463, "total_loss": 0.06442735313993353}
{"data_time": 0.004278038162738085, "eta_seconds": 89383.27773807873, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 74699, "loss_box_reg": 0.010524131881538779, "loss_cls": 0.05028525344096124, "loss_rpn_cls": 0.001185060457032705, "loss_rpn_loc": 0.0025597315907361917, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418303599581122, "total_loss": 0.06590027465927051}
{"data_time": 0.003906687954440713, "eta_seconds": 89372.46312985034, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.27349290780141844, "fast_rcnn/fg_cls_accuracy": 0.7265070921985816, "iteration": 74719, "loss_box_reg": 0.010854852152988315, "loss_cls": 0.046491316868923604, "loss_rpn_cls": 0.0008078389660113316, "loss_rpn_loc": 0.002718376665143296, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5405876589938998, "total_loss": 0.06123423972189812}
{"data_time": 0.003824389073997736, "eta_seconds": 89334.20636769827, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3954816285998014, "fast_rcnn/fg_cls_accuracy": 0.5643867924528302, "iteration": 74739, "loss_box_reg": 0.010689681250369176, "loss_cls": 0.045693857478909194, "loss_rpn_cls": 0.0011273415718733304, "loss_rpn_loc": 0.003478177186480025, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5377342018764466, "total_loss": 0.06082301108506272}
{"data_time": 0.0040683564729988575, "eta_seconds": 89350.83391339355, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.37037037037037035, "fast_rcnn/fg_cls_accuracy": 0.6296296296296297, "iteration": 74759, "loss_box_reg": 0.01083301060134545, "loss_cls": 0.04695916740456596, "loss_rpn_cls": 0.0008515464312495169, "loss_rpn_loc": 0.0030483853552141227, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443541388958693, "total_loss": 0.06348871971488279}
{"data_time": 0.004424382001161575, "eta_seconds": 89344.25491912267, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3980263157894737, "fast_rcnn/fg_cls_accuracy": 0.6019736842105263, "iteration": 74779, "loss_box_reg": 0.011120228155050427, "loss_cls": 0.046657088212668896, "loss_rpn_cls": 0.001207010996893132, "loss_rpn_loc": 0.0032193067781918216, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5398131730034947, "total_loss": 0.0638030600342745}
{"data_time": 0.004104819847270846, "eta_seconds": 89364.38873916934, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.45050685748360164, "fast_rcnn/fg_cls_accuracy": 0.5274418604651163, "iteration": 74799, "loss_box_reg": 0.010792242566822097, "loss_cls": 0.05244062439305708, "loss_rpn_cls": 0.001098611024190177, "loss_rpn_loc": 0.002608779122965643, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5445223764982074, "total_loss": 0.06775125127768433}
{"data_time": 0.0043740051332861185, "eta_seconds": 89365.0856707599, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.36438923395445133, "fast_rcnn/fg_cls_accuracy": 0.6356107660455487, "iteration": 74819, "loss_box_reg": 0.011273004143731669, "loss_cls": 0.04809642967302352, "loss_rpn_cls": 0.0009558877678728095, "loss_rpn_loc": 0.0034890686947619542, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436674444936216, "total_loss": 0.0632472068354275}
{"data_time": 0.0041982249822467566, "eta_seconds": 89354.26540866308, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3874458874458874, "fast_rcnn/fg_cls_accuracy": 0.6006493506493507, "iteration": 74839, "loss_box_reg": 0.010896327265072614, "loss_cls": 0.04748783865943551, "loss_rpn_cls": 0.0008482156547415798, "loss_rpn_loc": 0.003654464650026057, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5349726264830679, "total_loss": 0.06277694004302248}
{"data_time": 0.0038823324721306562, "eta_seconds": 89336.31665317691, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39009661835748793, "fast_rcnn/fg_cls_accuracy": 0.6099033816425121, "iteration": 74859, "loss_box_reg": 0.011008144851075485, "loss_cls": 0.04975462215952575, "loss_rpn_cls": 0.00100769284836133, "loss_rpn_loc": 0.0026151345373364165, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.534534176113084, "total_loss": 0.06547574685225754}
{"data_time": 0.0039960225112736225, "eta_seconds": 89306.91959720361, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4121212121212121, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 74879, "loss_box_reg": 0.010785340360598639, "loss_cls": 0.04558556497795507, "loss_rpn_cls": 0.0013527651860840706, "loss_rpn_loc": 0.002842331614374416, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5408041670452803, "total_loss": 0.06377789227497033}
{"data_time": 0.0038920484948903322, "eta_seconds": 89321.80462237261, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.48214285714285715, "fast_rcnn/fg_cls_accuracy": 0.5178571428571428, "iteration": 74899, "loss_box_reg": 0.0111050670966506, "loss_cls": 0.048585074371658266, "loss_rpn_cls": 0.0008911850676440736, "loss_rpn_loc": 0.003190000425092876, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5514781365636736, "total_loss": 0.0629959151156072}
{"data_time": 0.004086964763700962, "eta_seconds": 89316.2864795092, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 74919, "loss_box_reg": 0.011211185046704486, "loss_cls": 0.0499721635133028, "loss_rpn_cls": 0.0006090034768249097, "loss_rpn_loc": 0.002516536413168069, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5471464656293392, "total_loss": 0.06673573772513919}
{"data_time": 0.004227224737405777, "eta_seconds": 89308.35810374562, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4395121951219512, "fast_rcnn/fg_cls_accuracy": 0.5604878048780488, "iteration": 74939, "loss_box_reg": 0.01154839841183275, "loss_cls": 0.04473691980820149, "loss_rpn_cls": 0.0013391648873266604, "loss_rpn_loc": 0.00274962618277641, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398897719569504, "total_loss": 0.0617184616522195}
{"data_time": 0.003973349463194609, "eta_seconds": 89316.17905376991, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.26745495495495497, "fast_rcnn/fg_cls_accuracy": 0.6776960784313726, "iteration": 74959, "loss_box_reg": 0.011157649831147864, "loss_cls": 0.05064968200167641, "loss_rpn_cls": 0.0011173966128410484, "loss_rpn_loc": 0.0034583790802571457, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5493174886796623, "total_loss": 0.0658539789490078}
{"data_time": 0.004153501475229859, "eta_seconds": 89337.99567414913, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4699074074074074, "fast_rcnn/fg_cls_accuracy": 0.5300925925925926, "iteration": 74979, "loss_box_reg": 0.01100869567017071, "loss_cls": 0.048381742322817445, "loss_rpn_cls": 0.0011079191956469003, "loss_rpn_loc": 0.0025099312733800616, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5496728289872408, "total_loss": 0.06272152806411668}
{"data_time": 0.003834760980680585, "eta_seconds": 89333.91773774056, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3079710144927536, "fast_rcnn/fg_cls_accuracy": 0.6920289855072463, "iteration": 74999, "loss_box_reg": 0.010916474246187136, "loss_cls": 0.04870204615872353, "loss_rpn_cls": 0.0013444265125599486, "loss_rpn_loc": 0.0025628627590776887, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.543329746928066, "total_loss": 0.062211448341486175}
{"data_time": 0.0041501084342598915, "eta_seconds": 89310.34813317796, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38967611336032393, "fast_rcnn/fg_cls_accuracy": 0.6103238866396761, "iteration": 75019, "loss_box_reg": 0.010180569719523191, "loss_cls": 0.049857356352731586, "loss_rpn_cls": 0.0012914034583673129, "loss_rpn_loc": 0.002851968161849072, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420094945002347, "total_loss": 0.06615632123538262}
{"data_time": 0.00406584283336997, "eta_seconds": 89299.52138971863, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2633236434108527, "fast_rcnn/fg_cls_accuracy": 0.7032930107526881, "iteration": 75039, "loss_box_reg": 0.010837335983524099, "loss_cls": 0.04614149534609169, "loss_rpn_cls": 0.0006806120143210137, "loss_rpn_loc": 0.002579984189651441, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5402103648521006, "total_loss": 0.06088871920530892}
{"data_time": 0.003909800900146365, "eta_seconds": 89279.88358071982, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.43050193050193053, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 75059, "loss_box_reg": 0.012015997199341655, "loss_cls": 0.048251428292132914, "loss_rpn_cls": 0.0009301467138129738, "loss_rpn_loc": 0.002213678522821283, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5466018549632281, "total_loss": 0.0643832529230508}
{"data_time": 0.004089784808456898, "eta_seconds": 89242.72521641292, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.30191532258064513, "fast_rcnn/fg_cls_accuracy": 0.6980846774193548, "iteration": 75079, "loss_box_reg": 0.010714791977079585, "loss_cls": 0.048935212194919586, "loss_rpn_cls": 0.0010047511957509414, "loss_rpn_loc": 0.002786950339213945, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394577099941671, "total_loss": 0.06534482503730032}
{"data_time": 0.003671792568638921, "eta_seconds": 89225.45430783508, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5192307692307692, "fast_rcnn/fg_cls_accuracy": 0.4807692307692308, "iteration": 75099, "loss_box_reg": 0.011171694350196049, "loss_cls": 0.04965534573420882, "loss_rpn_cls": 0.001578647392534549, "loss_rpn_loc": 0.002816165637341328, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.541849146829918, "total_loss": 0.06564567909788366}
{"data_time": 0.00409881048835814, "eta_seconds": 89207.19428790128, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17714002968827314, "fast_rcnn/fg_cls_accuracy": 0.8228599703117269, "iteration": 75119, "loss_box_reg": 0.010989814909407869, "loss_cls": 0.047944373451173306, "loss_rpn_cls": 0.0009543927117192652, "loss_rpn_loc": 0.0034914255084004253, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429495158605278, "total_loss": 0.06357241575796024}
{"data_time": 0.003927154932171106, "eta_seconds": 89191.96147721075, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4508064516129032, "fast_rcnn/fg_cls_accuracy": 0.5491935483870968, "iteration": 75139, "loss_box_reg": 0.010682392807211727, "loss_cls": 0.04746116616297513, "loss_rpn_cls": 0.0010650975125372497, "loss_rpn_loc": 0.002508724206563784, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5419783908873796, "total_loss": 0.06262523623036031}
{"data_time": 0.004013278987258673, "eta_seconds": 89191.69702997105, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3252747252747253, "fast_rcnn/fg_cls_accuracy": 0.6747252747252748, "iteration": 75159, "loss_box_reg": 0.010697380057536066, "loss_cls": 0.04735290736425668, "loss_rpn_cls": 0.0008853453724668725, "loss_rpn_loc": 0.002929041478637373, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.546355526894331, "total_loss": 0.06579871202654886}
{"data_time": 0.004320401698350906, "eta_seconds": 89188.61280791648, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4285714285714286, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 75179, "loss_box_reg": 0.0110719082003925, "loss_cls": 0.04763310099951923, "loss_rpn_cls": 0.0012279519094136049, "loss_rpn_loc": 0.0032335578334823367, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5398836124222726, "total_loss": 0.06341464585011636}
{"data_time": 0.004164480371400714, "eta_seconds": 89177.79032621719, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4833147942157954, "fast_rcnn/fg_cls_accuracy": 0.4774904214559387, "iteration": 75199, "loss_box_reg": 0.01169912563636899, "loss_cls": 0.048756797157693654, "loss_rpn_cls": 0.0011678376141617264, "loss_rpn_loc": 0.0032724243064876646, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5364031319040805, "total_loss": 0.06650694917368583}
{"data_time": 0.0039515073876827955, "eta_seconds": 89137.19251595973, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.7142857142857143, "iteration": 75219, "loss_box_reg": 0.010729080648161471, "loss_cls": 0.046717429999262094, "loss_rpn_cls": 0.001337166586154126, "loss_rpn_loc": 0.002672329030247056, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5344902137294412, "total_loss": 0.06330783462442469}
{"data_time": 0.004330298164859414, "eta_seconds": 89137.86016672663, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48282657657657657, "fast_rcnn/fg_cls_accuracy": 0.5171734234234234, "iteration": 75239, "loss_box_reg": 0.011013622453901917, "loss_cls": 0.05014659545850009, "loss_rpn_cls": 0.0014883782646393229, "loss_rpn_loc": 0.002266293413413223, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5490155580919236, "total_loss": 0.0658923830499134}
{"data_time": 0.004351516021415591, "eta_seconds": 89127.03990462981, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3475177304964539, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 75259, "loss_box_reg": 0.011655362177407369, "loss_cls": 0.05238006613217294, "loss_rpn_cls": 0.000923334920457819, "loss_rpn_loc": 0.0027122889769088943, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416850440669805, "total_loss": 0.06545770487844038}
{"data_time": 0.003956705331802368, "eta_seconds": 89057.3076775088, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4133811230585424, "fast_rcnn/fg_cls_accuracy": 0.5595533498759305, "iteration": 75279, "loss_box_reg": 0.011938686395296827, "loss_cls": 0.04721932526445016, "loss_rpn_cls": 0.0011610270576056791, "loss_rpn_loc": 0.002936347598733846, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366410904098302, "total_loss": 0.0646131877776952}
{"data_time": 0.0039853062480688095, "eta_seconds": 89071.42305022082, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.37398373983739835, "fast_rcnn/fg_cls_accuracy": 0.6260162601626016, "iteration": 75299, "loss_box_reg": 0.011527787166414782, "loss_cls": 0.04948107514064759, "loss_rpn_cls": 0.0008796421432180068, "loss_rpn_loc": 0.002942189334135037, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5475802074652165, "total_loss": 0.0650613041862016}
{"data_time": 0.0037891773972660303, "eta_seconds": 89060.60691394354, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.44786096256684493, "fast_rcnn/fg_cls_accuracy": 0.5227272727272727, "iteration": 75319, "loss_box_reg": 0.011222253844607621, "loss_cls": 0.045066393475281075, "loss_rpn_cls": 0.0006876458998021917, "loss_rpn_loc": 0.0033500085191917606, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5339299838524312, "total_loss": 0.061901046803484405}
{"data_time": 0.004153496585786343, "eta_seconds": 89071.50104535813, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3669467787114846, "fast_rcnn/fg_cls_accuracy": 0.6330532212885154, "iteration": 75339, "loss_box_reg": 0.010728571243816987, "loss_cls": 0.04649604659061879, "loss_rpn_cls": 0.0008986021508690101, "loss_rpn_loc": 0.0024737281528359745, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5444139821920544, "total_loss": 0.0625148540303826}
{"data_time": 0.0037055225111544132, "eta_seconds": 89060.68227211549, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.45906432748538006, "fast_rcnn/fg_cls_accuracy": 0.5409356725146199, "iteration": 75359, "loss_box_reg": 0.011360968986991793, "loss_cls": 0.04846460255794227, "loss_rpn_cls": 0.0011596292320632529, "loss_rpn_loc": 0.002737432329013245, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5363618149422109, "total_loss": 0.06614812600577125}
{"data_time": 0.0037283985875546932, "eta_seconds": 89055.01228503301, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4526375496313103, "fast_rcnn/fg_cls_accuracy": 0.5473624503686898, "iteration": 75379, "loss_box_reg": 0.010854507563635707, "loss_cls": 0.046533863875083625, "loss_rpn_cls": 0.0011626901761019326, "loss_rpn_loc": 0.0021450450221891515, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5436855412553996, "total_loss": 0.06150053542501155}
{"data_time": 0.004585691960528493, "eta_seconds": 89018.07792437542, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.416988416988417, "fast_rcnn/fg_cls_accuracy": 0.583011583011583, "iteration": 75399, "loss_box_reg": 0.01063636873732321, "loss_cls": 0.04854199569672346, "loss_rpn_cls": 0.001363779052155678, "loss_rpn_loc": 0.002634138349094428, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5407051690854132, "total_loss": 0.06429712047201974}
{"data_time": 0.00403885287232697, "eta_seconds": 89007.26169872377, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.260989010989011, "fast_rcnn/fg_cls_accuracy": 0.7239316239316239, "iteration": 75419, "loss_box_reg": 0.010958484170259908, "loss_cls": 0.050012055318802595, "loss_rpn_cls": 0.0012221751226206834, "loss_rpn_loc": 0.002801517486659577, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5367771298624575, "total_loss": 0.06715626419679666}
{"data_time": 0.003803238971158862, "eta_seconds": 88976.33569754567, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2697505197505198, "fast_rcnn/fg_cls_accuracy": 0.7176573426573427, "iteration": 75439, "loss_box_reg": 0.011651332053588703, "loss_cls": 0.0491520946379751, "loss_rpn_cls": 0.0011871872335404987, "loss_rpn_loc": 0.002937878129159799, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5388448059093207, "total_loss": 0.0658851568391583}
{"data_time": 0.004426766652613878, "eta_seconds": 88975.90527915163, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48914728682170544, "fast_rcnn/fg_cls_accuracy": 0.5108527131782945, "iteration": 75459, "loss_box_reg": 0.010644837631843984, "loss_cls": 0.04723652033135295, "loss_rpn_cls": 0.001233014989907133, "loss_rpn_loc": 0.002681563615624327, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425268015824258, "total_loss": 0.06443105277139693}
{"data_time": 0.004086084431037307, "eta_seconds": 89000.91529115918, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3015151515151515, "fast_rcnn/fg_cls_accuracy": 0.6984848484848485, "iteration": 75479, "loss_box_reg": 0.011074826528783888, "loss_cls": 0.047108914935961366, "loss_rpn_cls": 0.0016494102385422593, "loss_rpn_loc": 0.0023564663060824387, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5457383617758751, "total_loss": 0.06373963054170417}
{"data_time": 0.004505082964897156, "eta_seconds": 88984.95085941697, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.38618524332810045, "fast_rcnn/fg_cls_accuracy": 0.5627943485086342, "iteration": 75499, "loss_box_reg": 0.011138704721815884, "loss_cls": 0.05094504216685891, "loss_rpn_cls": 0.0015502648478502579, "loss_rpn_loc": 0.0027160374993400183, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415959425736219, "total_loss": 0.0652547230545224}
{"data_time": 0.00400008843280375, "eta_seconds": 89019.91758808144, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3094017094017094, "fast_rcnn/fg_cls_accuracy": 0.6822822822822823, "iteration": 75519, "loss_box_reg": 0.010369948577135801, "loss_cls": 0.04676055407617241, "loss_rpn_cls": 0.0010495957612874918, "loss_rpn_loc": 0.0022654958556813654, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5483752621803433, "total_loss": 0.06206011900485464}
{"data_time": 0.003806483466178179, "eta_seconds": 89013.77714783116, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36369386464263126, "fast_rcnn/fg_cls_accuracy": 0.6363061353573687, "iteration": 75539, "loss_box_reg": 0.011360760778188705, "loss_cls": 0.04949354869313538, "loss_rpn_cls": 0.0009458771146313438, "loss_rpn_loc": 0.0021697607371606864, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426387961488217, "total_loss": 0.06380912953238749}
{"data_time": 0.003965320065617561, "eta_seconds": 88998.26890705735, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46529411764705886, "fast_rcnn/fg_cls_accuracy": 0.5347058823529411, "iteration": 75559, "loss_box_reg": 0.010506323189474642, "loss_cls": 0.04760120436549187, "loss_rpn_cls": 0.000922644475508605, "loss_rpn_loc": 0.0026159902445215266, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5354707022197545, "total_loss": 0.06286334721653475}
{"data_time": 0.003869131440296769, "eta_seconds": 88980.4680863691, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.13314358001265023, "fast_rcnn/fg_cls_accuracy": 0.840463458110517, "iteration": 75579, "loss_box_reg": 0.010782271070638672, "loss_cls": 0.04680987005122006, "loss_rpn_cls": 0.0012984540068146089, "loss_rpn_loc": 0.004172571279923432, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411516916938126, "total_loss": 0.06187261105151265}
{"data_time": 0.0037740678526461124, "eta_seconds": 89013.39400497684, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.29605263157894735, "fast_rcnn/fg_cls_accuracy": 0.6471291866028708, "iteration": 75599, "loss_box_reg": 0.01082393279648386, "loss_cls": 0.04532076115719974, "loss_rpn_cls": 0.0012863555629678558, "loss_rpn_loc": 0.002833857430232456, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5502791136968881, "total_loss": 0.06205726192251859}
{"data_time": 0.0041096515487879515, "eta_seconds": 89020.70357623976, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4467787114845938, "fast_rcnn/fg_cls_accuracy": 0.5532212885154062, "iteration": 75619, "loss_box_reg": 0.011563134379684925, "loss_cls": 0.04956671240506694, "loss_rpn_cls": 0.0012064803160569681, "loss_rpn_loc": 0.0026679049115045927, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447369432076812, "total_loss": 0.06509785716798433}
{"data_time": 0.0043426144402474165, "eta_seconds": 89009.8725551879, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.40429292929292926, "fast_rcnn/fg_cls_accuracy": 0.5624737945492662, "iteration": 75639, "loss_box_reg": 0.010977258731145412, "loss_cls": 0.04947176651330665, "loss_rpn_cls": 0.0010230095030010489, "loss_rpn_loc": 0.002450528772897087, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5379296944011003, "total_loss": 0.06597607346111545}
{"data_time": 0.0038541036192327738, "eta_seconds": 88999.75568635482, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3592375366568915, "fast_rcnn/fg_cls_accuracy": 0.6139162561576355, "iteration": 75659, "loss_box_reg": 0.010771278728498146, "loss_cls": 0.04812590649817139, "loss_rpn_cls": 0.0010346411226009877, "loss_rpn_loc": 0.0024706679196242476, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5460114779416472, "total_loss": 0.06285362523965432}
{"data_time": 0.0037905615754425526, "eta_seconds": 89064.73946005758, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4480836236933798, "fast_rcnn/fg_cls_accuracy": 0.5519163763066202, "iteration": 75679, "loss_box_reg": 0.011412850843043998, "loss_cls": 0.04934798460453749, "loss_rpn_cls": 0.00079174409057714, "loss_rpn_loc": 0.0027220670635870192, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.545446062926203, "total_loss": 0.06592605930131867}
{"data_time": 0.004213651642203331, "eta_seconds": 89072.51608053013, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2928571428571428, "fast_rcnn/fg_cls_accuracy": 0.7071428571428571, "iteration": 75699, "loss_box_reg": 0.011554995289770886, "loss_cls": 0.04995822976343334, "loss_rpn_cls": 0.0006990956209165233, "loss_rpn_loc": 0.0028066708728147205, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5419821448158473, "total_loss": 0.06496471753683863}
{"data_time": 0.004338364582508802, "eta_seconds": 89061.67347871023, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3943173943173943, "fast_rcnn/fg_cls_accuracy": 0.6056826056826057, "iteration": 75719, "loss_box_reg": 0.01057444472098723, "loss_cls": 0.046835331013426185, "loss_rpn_cls": 0.0012754661312328608, "loss_rpn_loc": 0.0026729184392024763, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5389490094967186, "total_loss": 0.06070147219031696}
{"data_time": 0.003784512635320425, "eta_seconds": 89050.83087689034, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4041353383458647, "fast_rcnn/fg_cls_accuracy": 0.5393162393162393, "iteration": 75739, "loss_box_reg": 0.010879019857384264, "loss_cls": 0.048384086054284126, "loss_rpn_cls": 0.0008257979720838193, "loss_rpn_loc": 0.0026492423567106016, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.534220366505906, "total_loss": 0.06454958597487348}
{"data_time": 0.004081458551809192, "eta_seconds": 89066.56060624123, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3931788931788932, "fast_rcnn/fg_cls_accuracy": 0.6068211068211069, "iteration": 75759, "loss_box_reg": 0.011063536599976942, "loss_cls": 0.048308747354894876, "loss_rpn_cls": 0.000702889276908536, "loss_rpn_loc": 0.0027342988687450998, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5478136232122779, "total_loss": 0.0653167357655775}
{"data_time": 0.004341143416240811, "eta_seconds": 89055.71476864815, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4173913043478261, "fast_rcnn/fg_cls_accuracy": 0.5826086956521739, "iteration": 75779, "loss_box_reg": 0.011695081950165331, "loss_cls": 0.046958708844613284, "loss_rpn_cls": 0.0012465987404084444, "loss_rpn_loc": 0.00295446562631696, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5391773234587163, "total_loss": 0.0627092213086371}
{"data_time": 0.003708170261234045, "eta_seconds": 89023.86515026377, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 75799, "loss_box_reg": 0.01109328115126118, "loss_cls": 0.04543811525218189, "loss_rpn_cls": 0.001054426336850156, "loss_rpn_loc": 0.003278802127169911, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382729300763458, "total_loss": 0.06200649512470591}
{"data_time": 0.003849766915664077, "eta_seconds": 89020.53954493697, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.23919172932330826, "fast_rcnn/fg_cls_accuracy": 0.7518796992481203, "iteration": 75819, "loss_box_reg": 0.01115956692956388, "loss_cls": 0.0454264601576142, "loss_rpn_cls": 0.0007922428470692466, "loss_rpn_loc": 0.002703283775190357, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5442240170668811, "total_loss": 0.060296515105392245}
{"data_time": 0.004212749190628529, "eta_seconds": 89035.40701860958, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.37898936170212766, "fast_rcnn/fg_cls_accuracy": 0.5799392097264437, "iteration": 75839, "loss_box_reg": 0.010726322245318443, "loss_cls": 0.048138565849512815, "loss_rpn_cls": 0.0009847211533440259, "loss_rpn_loc": 0.0022430896606238093, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5430092352908105, "total_loss": 0.06426467836058691}
{"data_time": 0.004051517462357879, "eta_seconds": 89150.0965627227, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4468421052631579, "fast_rcnn/fg_cls_accuracy": 0.5531578947368421, "iteration": 75859, "loss_box_reg": 0.011257058416958898, "loss_cls": 0.04970990895526484, "loss_rpn_cls": 0.0011310956749639445, "loss_rpn_loc": 0.0035730934869206976, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5441999132744968, "total_loss": 0.06712945149052985}
{"data_time": 0.003645390970632434, "eta_seconds": 89146.84271521261, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3277777777777778, "fast_rcnn/fg_cls_accuracy": 0.6722222222222223, "iteration": 75879, "loss_box_reg": 0.01080635012476705, "loss_cls": 0.04455479956232011, "loss_rpn_cls": 0.0008541202719243302, "loss_rpn_loc": 0.001937833238116582, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5439771132078022, "total_loss": 0.05867161359282136}
{"data_time": 0.003837436903268099, "eta_seconds": 89102.04427089682, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.40731707317073174, "fast_rcnn/fg_cls_accuracy": 0.5926829268292683, "iteration": 75899, "loss_box_reg": 0.010294204286765307, "loss_cls": 0.04770982754416764, "loss_rpn_cls": 0.0008377112756647875, "loss_rpn_loc": 0.002745369100011885, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341224011499435, "total_loss": 0.06186975086814073}
{"data_time": 0.0038020869251340628, "eta_seconds": 89066.27292974712, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4017857142857143, "fast_rcnn/fg_cls_accuracy": 0.5982142857142857, "iteration": 75919, "loss_box_reg": 0.012144777458161116, "loss_cls": 0.048329101293347776, "loss_rpn_cls": 0.0011507309166631785, "loss_rpn_loc": 0.0025384266173205106, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429756534285843, "total_loss": 0.0651285439640219}
{"data_time": 0.004018331645056605, "eta_seconds": 89101.192134185, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5524578136463683, "fast_rcnn/fg_cls_accuracy": 0.4475421863536317, "iteration": 75939, "loss_box_reg": 0.010372008313424885, "loss_cls": 0.050355641287751496, "loss_rpn_cls": 0.0007466226925316732, "loss_rpn_loc": 0.0024030325876083225, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5446789097040892, "total_loss": 0.06566330812910337}
{"data_time": 0.0036543605383485556, "eta_seconds": 89044.5601725285, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3164313222079589, "fast_rcnn/fg_cls_accuracy": 0.6440949935815148, "iteration": 75959, "loss_box_reg": 0.011491707322420552, "loss_cls": 0.050328103359788656, "loss_rpn_cls": 0.0009605563626564617, "loss_rpn_loc": 0.00414447551156627, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5469791167415679, "total_loss": 0.06660043936938109}
{"data_time": 0.0045005097053945065, "eta_seconds": 88880.7325583254, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5013888888888889, "fast_rcnn/fg_cls_accuracy": 0.4986111111111111, "iteration": 75979, "loss_box_reg": 0.011153646075399593, "loss_cls": 0.048001488321460783, "loss_rpn_cls": 0.0006767629467958614, "loss_rpn_loc": 0.003348525990077178, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5337221852969378, "total_loss": 0.06531687870312908}
{"data_time": 0.0034903348423540592, "eta_seconds": 88828.9710209216, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.45833333333333337, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 75999, "loss_box_reg": 0.010778445022879168, "loss_cls": 0.04811306670308113, "loss_rpn_cls": 0.0010270794807638595, "loss_rpn_loc": 0.0029343449932639487, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5370283212978393, "total_loss": 0.0636487626733242}
{"data_time": 0.0038481869269162416, "eta_seconds": 88803.24495583447, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.525625, "fast_rcnn/fg_cls_accuracy": 0.474375, "iteration": 76019, "loss_box_reg": 0.01231973001267761, "loss_cls": 0.04713604593416676, "loss_rpn_cls": 0.001172847399402599, "loss_rpn_loc": 0.0028091586464142893, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5345632114913315, "total_loss": 0.06426970931022424}
{"data_time": 0.0043840736616402864, "eta_seconds": 88827.54715756048, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.26329787234042556, "fast_rcnn/fg_cls_accuracy": 0.7367021276595744, "iteration": 76039, "loss_box_reg": 0.010986174689605832, "loss_cls": 0.046837043191771954, "loss_rpn_cls": 0.0007395592560328623, "loss_rpn_loc": 0.0030849594659230206, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5481394336093217, "total_loss": 0.0610309343062454}
{"data_time": 0.004203859716653824, "eta_seconds": 88780.23050876101, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24338624338624337, "fast_rcnn/fg_cls_accuracy": 0.7566137566137566, "iteration": 76059, "loss_box_reg": 0.010633801051881164, "loss_cls": 0.044231681735254824, "loss_rpn_cls": 0.0007633317894715219, "loss_rpn_loc": 0.0026334360700275283, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5395180063787848, "total_loss": 0.060804016536394556}
{"data_time": 0.003827339503914118, "eta_seconds": 88722.067215333, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2698412698412699, "fast_rcnn/fg_cls_accuracy": 0.670696324951644, "iteration": 76079, "loss_box_reg": 0.010638076841132715, "loss_cls": 0.04546577588189393, "loss_rpn_cls": 0.0010817759467158794, "loss_rpn_loc": 0.002428781837807037, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5377743535209447, "total_loss": 0.0603950853352444}
{"data_time": 0.003966147545725107, "eta_seconds": 88711.24223656696, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.37917329093799684, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 76099, "loss_box_reg": 0.010984306689351797, "loss_cls": 0.04910102637950331, "loss_rpn_cls": 0.0011215792652592427, "loss_rpn_loc": 0.003049821902095573, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5424054590985179, "total_loss": 0.06480222991405071}
{"data_time": 0.0041609168983995914, "eta_seconds": 88690.82196172723, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 76119, "loss_box_reg": 0.01041326965787448, "loss_cls": 0.05137237790040672, "loss_rpn_cls": 0.0006160868241522621, "loss_rpn_loc": 0.0025350251598865725, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5387687480542809, "total_loss": 0.06536360124027851}
{"data_time": 0.004183806478977203, "eta_seconds": 88687.93702234584, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4395933014354067, "fast_rcnn/fg_cls_accuracy": 0.5604066985645934, "iteration": 76139, "loss_box_reg": 0.011047792941099033, "loss_cls": 0.04882049292791635, "loss_rpn_cls": 0.0010559165074255361, "loss_rpn_loc": 0.0032276946913043503, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5465676919557154, "total_loss": 0.0681286388761464}
{"data_time": 0.004247971577569842, "eta_seconds": 88653.69333283836, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5516862170087977, "fast_rcnn/fg_cls_accuracy": 0.4483137829912024, "iteration": 76159, "loss_box_reg": 0.011553156771697104, "loss_cls": 0.04775246570352465, "loss_rpn_cls": 0.0012011104082603197, "loss_rpn_loc": 0.0034242394867760595, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.537097345571965, "total_loss": 0.06342377633410479}
{"data_time": 0.0043167900294065475, "eta_seconds": 88664.46246234141, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25723684210526315, "fast_rcnn/fg_cls_accuracy": 0.6774853801169591, "iteration": 76179, "loss_box_reg": 0.011051860463339835, "loss_cls": 0.04716053721494973, "loss_rpn_cls": 0.0011098390556583126, "loss_rpn_loc": 0.002784230062388815, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5440315990708768, "total_loss": 0.06243423201453879}
{"data_time": 0.003914650995284319, "eta_seconds": 88704.41523209913, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2691919191919192, "fast_rcnn/fg_cls_accuracy": 0.7196969696969697, "iteration": 76199, "loss_box_reg": 0.010364909860072657, "loss_cls": 0.04483229567995295, "loss_rpn_cls": 0.0009724863317615018, "loss_rpn_loc": 0.002515701842639828, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5493375605437905, "total_loss": 0.0591817317309733}
{"data_time": 0.003579518059268594, "eta_seconds": 88767.0664607198, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3041666666666667, "fast_rcnn/fg_cls_accuracy": 0.6958333333333333, "iteration": 76219, "loss_box_reg": 0.010288788471370935, "loss_cls": 0.04720004228875041, "loss_rpn_cls": 0.001310313037947708, "loss_rpn_loc": 0.002485615674231667, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5566636540461332, "total_loss": 0.06250809502580523}
{"data_time": 0.003870356362313032, "eta_seconds": 88742.12281981157, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.37228260869565216, "fast_rcnn/fg_cls_accuracy": 0.6277173913043479, "iteration": 76239, "loss_box_reg": 0.010843930387636647, "loss_cls": 0.04782362759578973, "loss_rpn_cls": 0.0008161104993291701, "loss_rpn_loc": 0.0027701707695086952, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5438239700160921, "total_loss": 0.06422129530284337}
{"data_time": 0.0039003428537398577, "eta_seconds": 88731.28481530258, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46546546546546547, "fast_rcnn/fg_cls_accuracy": 0.5345345345345345, "iteration": 76259, "loss_box_reg": 0.010408713424112648, "loss_cls": 0.05041127547156066, "loss_rpn_cls": 0.0010311756602732203, "loss_rpn_loc": 0.0031118626066017896, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408964341040701, "total_loss": 0.06689130066382631}
{"data_time": 0.0045156150590628386, "eta_seconds": 88720.4468107936, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.46529411764705886, "fast_rcnn/fg_cls_accuracy": 0.5347058823529411, "iteration": 76279, "loss_box_reg": 0.012023837742162868, "loss_cls": 0.051980090560391545, "loss_rpn_cls": 0.0014525031549510459, "loss_rpn_loc": 0.002545034309150651, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5344203843269497, "total_loss": 0.07010711943257775}
{"data_time": 0.003893765388056636, "eta_seconds": 88663.86418593116, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6335814722911497, "iteration": 76299, "loss_box_reg": 0.010363700450398028, "loss_cls": 0.04846943053416908, "loss_rpn_cls": 0.001398764546934217, "loss_rpn_loc": 0.0028288712419453077, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5357768831308931, "total_loss": 0.06311107707711017}
{"data_time": 0.003937143366783857, "eta_seconds": 88690.34335741098, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.31126482213438733, "fast_rcnn/fg_cls_accuracy": 0.6781183932346723, "iteration": 76319, "loss_box_reg": 0.010634854435920715, "loss_cls": 0.04847524908836931, "loss_rpn_cls": 0.0013365393170943207, "loss_rpn_loc": 0.0029698735670535825, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422373930923641, "total_loss": 0.06612502299640255}
{"data_time": 0.00391751597635448, "eta_seconds": 88665.01909206156, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4717171717171717, "fast_rcnn/fg_cls_accuracy": 0.5282828282828282, "iteration": 76339, "loss_box_reg": 0.010911164863500744, "loss_cls": 0.04719514609314501, "loss_rpn_cls": 0.0011712679033735185, "loss_rpn_loc": 0.002712205852731131, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5495336304884404, "total_loss": 0.06439444528996319}
{"data_time": 0.004064376465976238, "eta_seconds": 88680.8365422471, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5564102564102564, "iteration": 76359, "loss_box_reg": 0.011549049319000915, "loss_cls": 0.04914400546113029, "loss_rpn_cls": 0.0011676232413719845, "loss_rpn_loc": 0.0023490462299378123, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5419685568194836, "total_loss": 0.06494638317008139}
{"data_time": 0.003986371448263526, "eta_seconds": 88657.83243310428, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41835748792270533, "fast_rcnn/fg_cls_accuracy": 0.5816425120772947, "iteration": 76379, "loss_box_reg": 0.011320728342980146, "loss_cls": 0.048576746601611376, "loss_rpn_cls": 0.0008082717938577844, "loss_rpn_loc": 0.003202748270268785, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5393031185958534, "total_loss": 0.06376163728282336}
{"data_time": 0.0037738389801234007, "eta_seconds": 88651.63734352053, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.26050420168067223, "fast_rcnn/fg_cls_accuracy": 0.7108013937282229, "iteration": 76399, "loss_box_reg": 0.009801790700294077, "loss_cls": 0.047781717556063086, "loss_rpn_cls": 0.0007553713492143288, "loss_rpn_loc": 0.002617371872474905, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5410326179116964, "total_loss": 0.061660830875553074}
{"data_time": 0.0038317895960062742, "eta_seconds": 88648.3211567842, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2819293478260869, "fast_rcnn/fg_cls_accuracy": 0.6920289855072463, "iteration": 76419, "loss_box_reg": 0.010526740021305159, "loss_cls": 0.048095620586536825, "loss_rpn_cls": 0.001220130453020829, "loss_rpn_loc": 0.0026716772372310515, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5390330685768276, "total_loss": 0.06363095469214386}
{"data_time": 0.0044836015440523624, "eta_seconds": 88749.15880712424, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.20512820512820512, "fast_rcnn/fg_cls_accuracy": 0.7811568276684555, "iteration": 76439, "loss_box_reg": 0.010463476151926443, "loss_cls": 0.04382660938426852, "loss_rpn_cls": 0.000935918516233869, "loss_rpn_loc": 0.0024275772339024115, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5458507090806961, "total_loss": 0.05761167670890188}
{"data_time": 0.003933146363124251, "eta_seconds": 88683.28296792181, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.33333333333333337, "fast_rcnn/fg_cls_accuracy": 0.6666666666666667, "iteration": 76459, "loss_box_reg": 0.010360693442635238, "loss_cls": 0.051034881616942585, "loss_rpn_cls": 0.0012501099736255128, "loss_rpn_loc": 0.002506328615709208, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.538689921842888, "total_loss": 0.0667383256170524}
{"data_time": 0.003782031824812293, "eta_seconds": 88608.2871745883, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46256684491978606, "fast_rcnn/fg_cls_accuracy": 0.5374331550802138, "iteration": 76479, "loss_box_reg": 0.010534570057643577, "loss_cls": 0.04564082284923643, "loss_rpn_cls": 0.0011393847044018912, "loss_rpn_loc": 0.002841664569132263, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397664981428534, "total_loss": 0.06208391621203191}
{"data_time": 0.003873018315061927, "eta_seconds": 88555.54002885707, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.40625, "fast_rcnn/fg_cls_accuracy": 0.59375, "iteration": 76499, "loss_box_reg": 0.012337808700976893, "loss_cls": 0.0501672804239206, "loss_rpn_cls": 0.0008575586718961858, "loss_rpn_loc": 0.002870438984245993, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5297040410805494, "total_loss": 0.06774203479596963}
{"data_time": 0.004045108100399375, "eta_seconds": 88531.12317115767, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3612078977932637, "fast_rcnn/fg_cls_accuracy": 0.6387921022067364, "iteration": 76519, "loss_box_reg": 0.011216660990612581, "loss_cls": 0.04642358189448714, "loss_rpn_cls": 0.001023141574478359, "loss_rpn_loc": 0.002665967185748741, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5433031506836414, "total_loss": 0.061974203661065985}
{"data_time": 0.004124221624806523, "eta_seconds": 88473.09270371427, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.6821428571428572, "iteration": 76539, "loss_box_reg": 0.010551294166361913, "loss_cls": 0.04807426506886259, "loss_rpn_cls": 0.0008999187015206189, "loss_rpn_loc": 0.0035350571233720984, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5354644504841417, "total_loss": 0.06346787527434117}
{"data_time": 0.004151590634137392, "eta_seconds": 88523.04278173484, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4194871794871795, "fast_rcnn/fg_cls_accuracy": 0.5805128205128205, "iteration": 76559, "loss_box_reg": 0.010602601571008563, "loss_cls": 0.04836108023300767, "loss_rpn_cls": 0.0011835014151415635, "loss_rpn_loc": 0.0022058158792788163, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5511979353614151, "total_loss": 0.06369731681485291}
{"data_time": 0.0042551360093057156, "eta_seconds": 88501.64176006801, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4577267637178052, "fast_rcnn/fg_cls_accuracy": 0.5422732362821949, "iteration": 76579, "loss_box_reg": 0.010818726383149624, "loss_cls": 0.05157235427759588, "loss_rpn_cls": 0.0011152671637546518, "loss_rpn_loc": 0.00291812009527348, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381597317755222, "total_loss": 0.06751080248602648}
{"data_time": 0.003960109315812588, "eta_seconds": 88439.14014698239, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.3683510638297872, "fast_rcnn/fg_cls_accuracy": 0.6041666666666667, "iteration": 76599, "loss_box_reg": 0.010471992252860218, "loss_cls": 0.04899147973628715, "loss_rpn_cls": 0.0008012438969444702, "loss_rpn_loc": 0.0025223617849405855, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5372294287662953, "total_loss": 0.06436078804665613}
{"data_time": 0.00406837067566812, "eta_seconds": 88382.63903728896, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3218390804597701, "fast_rcnn/fg_cls_accuracy": 0.6781609195402298, "iteration": 76619, "loss_box_reg": 0.01162039747578092, "loss_cls": 0.044827543082647026, "loss_rpn_cls": 0.0012983974822873279, "loss_rpn_loc": 0.0030049749766476452, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5401140036992729, "total_loss": 0.06115965930769107}
{"data_time": 0.004489734536036849, "eta_seconds": 88364.97702567908, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 76639, "loss_box_reg": 0.01123080967226997, "loss_cls": 0.04871122888289392, "loss_rpn_cls": 0.0015231203744860977, "loss_rpn_loc": 0.002919672853749944, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355514129623771, "total_loss": 0.06579248128855397}
{"data_time": 0.003978586522862315, "eta_seconds": 88354.15865690983, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32085561497326204, "fast_rcnn/fg_cls_accuracy": 0.679144385026738, "iteration": 76659, "loss_box_reg": 0.010745042440248653, "loss_cls": 0.04613924550358206, "loss_rpn_cls": 0.0011322604640326972, "loss_rpn_loc": 0.002595101948827505, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443655396811664, "total_loss": 0.060865440584620956}
{"data_time": 0.003889551153406501, "eta_seconds": 88288.03450911026, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3969722455845248, "fast_rcnn/fg_cls_accuracy": 0.6030277544154752, "iteration": 76679, "loss_box_reg": 0.010337688872823492, "loss_cls": 0.047481271205469966, "loss_rpn_cls": 0.0008649345217293103, "loss_rpn_loc": 0.0024813753479975276, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5385511845815927, "total_loss": 0.06265860956546021}
{"data_time": 0.004014186793938279, "eta_seconds": 88307.4013196649, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.40967365967365965, "fast_rcnn/fg_cls_accuracy": 0.5903263403263403, "iteration": 76699, "loss_box_reg": 0.011425337492255494, "loss_cls": 0.049564991844817996, "loss_rpn_cls": 0.0008835036190362189, "loss_rpn_loc": 0.0031836646576266503, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5433679244015366, "total_loss": 0.06713335684742106}
{"data_time": 0.0042129571083933115, "eta_seconds": 88320.95081755961, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.1667953667953668, "fast_rcnn/fg_cls_accuracy": 0.8332046332046332, "iteration": 76719, "loss_box_reg": 0.011204513109987602, "loss_cls": 0.04922106163576245, "loss_rpn_cls": 0.000933690253077657, "loss_rpn_loc": 0.002100261162922834, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5450388328172266, "total_loss": 0.06483023487646733}
{"data_time": 0.0038955474738031626, "eta_seconds": 88285.77073532809, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2127592708988058, "fast_rcnn/fg_cls_accuracy": 0.7872407291011942, "iteration": 76739, "loss_box_reg": 0.010383423883467913, "loss_cls": 0.048095932812429965, "loss_rpn_cls": 0.0006844235465450765, "loss_rpn_loc": 0.0021640099912474398, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373571459203959, "total_loss": 0.06321102920855992}
{"data_time": 0.004273171070963144, "eta_seconds": 88230.01563281636, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38559814169570267, "fast_rcnn/fg_cls_accuracy": 0.6144018583042974, "iteration": 76759, "loss_box_reg": 0.010897848347667605, "loss_cls": 0.049138964619487524, "loss_rpn_cls": 0.0013677891922725394, "loss_rpn_loc": 0.0032730171878938563, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5394615710247308, "total_loss": 0.0663022431169793}
{"data_time": 0.004050537012517452, "eta_seconds": 88200.27157238731, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 76779, "loss_box_reg": 0.011321696947561577, "loss_cls": 0.04732338758185506, "loss_rpn_cls": 0.0007570938478238531, "loss_rpn_loc": 0.003064931403059745, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5357730665709823, "total_loss": 0.06418014382521164}
{"data_time": 0.004017214523628354, "eta_seconds": 88208.39606037247, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3077922077922078, "fast_rcnn/fg_cls_accuracy": 0.6922077922077923, "iteration": 76799, "loss_box_reg": 0.010408301663119346, "loss_cls": 0.04665997822303325, "loss_rpn_cls": 0.0011693627438944532, "loss_rpn_loc": 0.002195116841903655, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.541429708711803, "total_loss": 0.061083700483550274}
{"data_time": 0.004438695730641484, "eta_seconds": 88183.60822383058, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6524822695035462, "iteration": 76819, "loss_box_reg": 0.010622167930705473, "loss_cls": 0.04845197848044336, "loss_rpn_cls": 0.0012559450174194353, "loss_rpn_loc": 0.0024222939464380033, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431206866633147, "total_loss": 0.06426634525689678}
{"data_time": 0.0042185436468571424, "eta_seconds": 88151.26740744151, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.43005952380952384, "fast_rcnn/fg_cls_accuracy": 0.5699404761904763, "iteration": 76839, "loss_box_reg": 0.011304113257210702, "loss_cls": 0.05091302585788071, "loss_rpn_cls": 0.0010423722571886174, "loss_rpn_loc": 0.002263865215354599, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364434395451099, "total_loss": 0.06534845134171974}
{"data_time": 0.004729430889710784, "eta_seconds": 88130.30905666738, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2547846889952153, "fast_rcnn/fg_cls_accuracy": 0.7452153110047848, "iteration": 76859, "loss_box_reg": 0.01043312656111084, "loss_cls": 0.04790863345260732, "loss_rpn_cls": 0.0014110605329733517, "loss_rpn_loc": 0.003165444930345984, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5484698694199324, "total_loss": 0.06306453919660271}
{"data_time": 0.004402318270877004, "eta_seconds": 88129.65654028393, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39920948616600793, "fast_rcnn/fg_cls_accuracy": 0.6007905138339921, "iteration": 76879, "loss_box_reg": 0.010636748134857044, "loss_cls": 0.04547579912468791, "loss_rpn_cls": 0.001225711120397932, "loss_rpn_loc": 0.0022451626737165498, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438602725043893, "total_loss": 0.05909815583618183}
{"data_time": 0.003776686033234, "eta_seconds": 88140.37593172607, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2915027537372148, "fast_rcnn/fg_cls_accuracy": 0.679745493107105, "iteration": 76899, "loss_box_reg": 0.010464710969245061, "loss_cls": 0.04721218638587743, "loss_rpn_cls": 0.001227294643854293, "loss_rpn_loc": 0.003181724572641542, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5485385574866086, "total_loss": 0.06311916229282133}
{"data_time": 0.003966891672462225, "eta_seconds": 88143.5373430408, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3362573099415205, "fast_rcnn/fg_cls_accuracy": 0.6637426900584795, "iteration": 76919, "loss_box_reg": 0.010091036121593788, "loss_cls": 0.04676643048878759, "loss_rpn_cls": 0.001222167195237489, "loss_rpn_loc": 0.0031155955057329265, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5467771803960204, "total_loss": 0.06125279283060081}
{"data_time": 0.003721203887835145, "eta_seconds": 88118.75978567381, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43190249072602016, "fast_rcnn/fg_cls_accuracy": 0.5680975092739798, "iteration": 76939, "loss_box_reg": 0.010343660920625553, "loss_cls": 0.04834559978917241, "loss_rpn_cls": 0.0009504011237595478, "loss_rpn_loc": 0.002758213951892685, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5386208337731659, "total_loss": 0.06291889130420714}
{"data_time": 0.004027555463835597, "eta_seconds": 88135.73612252483, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5067460317460317, "fast_rcnn/fg_cls_accuracy": 0.4932539682539682, "iteration": 76959, "loss_box_reg": 0.010327765485271811, "loss_cls": 0.047045397805050015, "loss_rpn_cls": 0.0010889092585060212, "loss_rpn_loc": 0.002338419981242623, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5483823025133461, "total_loss": 0.06174313155929667}
{"data_time": 0.0038601045962423086, "eta_seconds": 88183.6854102991, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2938099389712293, "fast_rcnn/fg_cls_accuracy": 0.7061900610287708, "iteration": 76979, "loss_box_reg": 0.01061923342058435, "loss_cls": 0.0471257206518203, "loss_rpn_cls": 0.0016642814486260704, "loss_rpn_loc": 0.003120919664070243, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5478189524728805, "total_loss": 0.06409713705852482}
{"data_time": 0.003950538346543908, "eta_seconds": 88183.54327193624, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4761513157894737, "fast_rcnn/fg_cls_accuracy": 0.5238486842105263, "iteration": 76999, "loss_box_reg": 0.011669766972772777, "loss_cls": 0.04574135772418231, "loss_rpn_cls": 0.000824184760318758, "loss_rpn_loc": 0.0036643936837208457, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5452218519058079, "total_loss": 0.06118794759845514}
{"data_time": 0.003993447870016098, "eta_seconds": 88176.74492960516, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3371212121212121, "fast_rcnn/fg_cls_accuracy": 0.6258417508417509, "iteration": 77019, "loss_box_reg": 0.010458446107804775, "loss_cls": 0.04731031972914934, "loss_rpn_cls": 0.0008549220533495827, "loss_rpn_loc": 0.0028042504127370194, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392305557616055, "total_loss": 0.06266276163125895}
{"data_time": 0.003917092457413673, "eta_seconds": 88157.34590615472, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5232007575757576, "fast_rcnn/fg_cls_accuracy": 0.4696969696969697, "iteration": 77039, "loss_box_reg": 0.010917909094132483, "loss_cls": 0.050737654557451606, "loss_rpn_cls": 0.0013689247069805788, "loss_rpn_loc": 0.002916603916673921, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5453020290005952, "total_loss": 0.06642823526988195}
{"data_time": 0.0037784664891660213, "eta_seconds": 88151.08327109995, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4156545209176788, "fast_rcnn/fg_cls_accuracy": 0.5773504273504273, "iteration": 77059, "loss_box_reg": 0.010658014885848388, "loss_cls": 0.0464686636114493, "loss_rpn_cls": 0.0009203222684845969, "loss_rpn_loc": 0.0021422283352876548, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5424754016567022, "total_loss": 0.06262620185327705}
{"data_time": 0.003828103421255946, "eta_seconds": 88145.82834557514, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4409722222222222, "fast_rcnn/fg_cls_accuracy": 0.5590277777777778, "iteration": 77079, "loss_box_reg": 0.010725810308940709, "loss_cls": 0.047274964628741145, "loss_rpn_cls": 0.000949186191633089, "loss_rpn_loc": 0.0033713506436470198, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352590694092214, "total_loss": 0.06294073970025238}
{"data_time": 0.0038607465103268623, "eta_seconds": 88133.46295444015, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.47093023255813954, "fast_rcnn/fg_cls_accuracy": 0.5290697674418605, "iteration": 77099, "loss_box_reg": 0.010842133197002113, "loss_cls": 0.04790389153640717, "loss_rpn_cls": 0.0012917383505737234, "loss_rpn_loc": 0.002283856381836813, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5485698045231402, "total_loss": 0.06479333831157419}
{"data_time": 0.0038678389973938465, "eta_seconds": 88146.97156840842, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.696969696969697, "iteration": 77119, "loss_box_reg": 0.010777220595628023, "loss_cls": 0.04667431372217834, "loss_rpn_cls": 0.0013208666453010665, "loss_rpn_loc": 0.0027881990499736276, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388865054119378, "total_loss": 0.0628874552274965}
{"data_time": 0.004006287083029747, "eta_seconds": 88111.82196685765, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.42784552845528456, "fast_rcnn/fg_cls_accuracy": 0.5139398385913426, "iteration": 77139, "loss_box_reg": 0.010913731704931706, "loss_cls": 0.045261989114806056, "loss_rpn_cls": 0.0008630265683677862, "loss_rpn_loc": 0.0033076232684834395, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.545970345614478, "total_loss": 0.06443198582144305}
{"data_time": 0.0036322446539998055, "eta_seconds": 88101.0014730664, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4950980392156863, "fast_rcnn/fg_cls_accuracy": 0.5049019607843137, "iteration": 77159, "loss_box_reg": 0.011257889971602708, "loss_cls": 0.05142053822055459, "loss_rpn_cls": 0.0013201588002687004, "loss_rpn_loc": 0.002688111106181168, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5370315541513264, "total_loss": 0.06852299766444503}
{"data_time": 0.004242818569764495, "eta_seconds": 88080.2470029809, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5333333333333333, "iteration": 77179, "loss_box_reg": 0.010259968927130103, "loss_cls": 0.045553543139249086, "loss_rpn_cls": 0.0009004639080103516, "loss_rpn_loc": 0.0026588933214952704, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5411312303040177, "total_loss": 0.06057024045867365}
{"data_time": 0.003849791595712304, "eta_seconds": 88051.30679776054, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.48333333333333334, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 77199, "loss_box_reg": 0.010665626905392855, "loss_cls": 0.04921818745788187, "loss_rpn_cls": 0.0010430587649352674, "loss_rpn_loc": 0.0023308091913349926, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5489219985902309, "total_loss": 0.06594711874674886}
{"data_time": 0.003698918968439102, "eta_seconds": 88023.76479432383, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5549318364073776, "fast_rcnn/fg_cls_accuracy": 0.426812585499316, "iteration": 77219, "loss_box_reg": 0.011416059656767175, "loss_cls": 0.04588021873496473, "loss_rpn_cls": 0.0015196189863218024, "loss_rpn_loc": 0.0023239731199282687, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.544146467000246, "total_loss": 0.06296793582765758}
{"data_time": 0.0034558246843516827, "eta_seconds": 88002.207418225, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.2786796536796537, "fast_rcnn/fg_cls_accuracy": 0.6545031055900621, "iteration": 77239, "loss_box_reg": 0.011120129260234535, "loss_cls": 0.046453472692519426, "loss_rpn_cls": 0.0009284903202342321, "loss_rpn_loc": 0.0031393587414640933, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5430152660701424, "total_loss": 0.061822893164730885}
{"data_time": 0.004201968898996711, "eta_seconds": 87979.12112423521, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.41388888888888886, "fast_rcnn/fg_cls_accuracy": 0.5861111111111111, "iteration": 77259, "loss_box_reg": 0.010777847084682435, "loss_cls": 0.0461297957226634, "loss_rpn_cls": 0.0009661854937803582, "loss_rpn_loc": 0.0028544715823954903, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335354644339532, "total_loss": 0.061675987173032354}
{"data_time": 0.004191860789433122, "eta_seconds": 87991.31981679169, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39743589743589747, "fast_rcnn/fg_cls_accuracy": 0.6025641025641026, "iteration": 77279, "loss_box_reg": 0.010447902255691588, "loss_cls": 0.045674648019485176, "loss_rpn_cls": 0.0011733257789501295, "loss_rpn_loc": 0.002391120488027809, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.54432064271532, "total_loss": 0.060614991120402806}
{"data_time": 0.0037274996284395456, "eta_seconds": 88015.33136163023, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3595829636202307, "fast_rcnn/fg_cls_accuracy": 0.6404170363797693, "iteration": 77299, "loss_box_reg": 0.010506114427698776, "loss_cls": 0.048461644910275936, "loss_rpn_cls": 0.0010044814013099312, "loss_rpn_loc": 0.0031838799732213374, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5483364548999816, "total_loss": 0.06205012811096822}
{"data_time": 0.004225149285048246, "eta_seconds": 87986.40451327991, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3242063492063492, "fast_rcnn/fg_cls_accuracy": 0.6757936507936508, "iteration": 77319, "loss_box_reg": 0.011183397349668667, "loss_cls": 0.05122401472181082, "loss_rpn_cls": 0.0009195113254918397, "loss_rpn_loc": 0.0026266135391779244, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5314197160769254, "total_loss": 0.0677372744147533}
{"data_time": 0.0038448250852525234, "eta_seconds": 87957.3243784015, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32730263157894735, "fast_rcnn/fg_cls_accuracy": 0.6726973684210527, "iteration": 77339, "loss_box_reg": 0.011076943221269175, "loss_cls": 0.04708188842050731, "loss_rpn_cls": 0.0006978338908538717, "loss_rpn_loc": 0.0026481619133846834, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538942338898778, "total_loss": 0.06416097440080648}
{"data_time": 0.004158984869718552, "eta_seconds": 87946.50957652787, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5208333333333333, "fast_rcnn/fg_cls_accuracy": 0.475, "iteration": 77359, "loss_box_reg": 0.010775905568152666, "loss_cls": 0.049314798205159605, "loss_rpn_cls": 0.0012689563660615022, "loss_rpn_loc": 0.0031231399552780204, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5425810988526791, "total_loss": 0.06581033851705342}
{"data_time": 0.004113648785278201, "eta_seconds": 87926.51171078556, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2785657998423956, "fast_rcnn/fg_cls_accuracy": 0.7214342001576044, "iteration": 77379, "loss_box_reg": 0.010310877580195665, "loss_cls": 0.0467011877335608, "loss_rpn_cls": 0.0015636905815199498, "loss_rpn_loc": 0.002553625210566679, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5348426641430706, "total_loss": 0.06224423651303823}
{"data_time": 0.004074370488524437, "eta_seconds": 87898.81704873126, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45039682539682535, "fast_rcnn/fg_cls_accuracy": 0.5496031746031746, "iteration": 77399, "loss_box_reg": 0.01093564135953784, "loss_cls": 0.04776743135880679, "loss_rpn_cls": 0.001142266029091843, "loss_rpn_loc": 0.002533938160922844, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5371767324395478, "total_loss": 0.06304790929931414}
{"data_time": 0.00404692511074245, "eta_seconds": 87915.61486921669, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.25555555555555554, "fast_rcnn/fg_cls_accuracy": 0.7391812865497076, "iteration": 77419, "loss_box_reg": 0.011175952095072716, "loss_cls": 0.04847938660532236, "loss_rpn_cls": 0.0007404720739714321, "loss_rpn_loc": 0.0026592752037686296, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5436292004305869, "total_loss": 0.06387813272306175}
{"data_time": 0.003566568484529853, "eta_seconds": 87906.93945313012, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4467849223946785, "fast_rcnn/fg_cls_accuracy": 0.5532150776053215, "iteration": 77439, "loss_box_reg": 0.010063233494292945, "loss_cls": 0.045418873662129045, "loss_rpn_cls": 0.001346064573226613, "loss_rpn_loc": 0.0035419326595729217, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5452700916212052, "total_loss": 0.06079451599885033}
{"data_time": 0.00382716441527009, "eta_seconds": 87896.12419738574, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.46782496782496785, "fast_rcnn/fg_cls_accuracy": 0.5321750321750323, "iteration": 77459, "loss_box_reg": 0.010390163166448474, "loss_cls": 0.04752612509764731, "loss_rpn_cls": 0.0009453084051074256, "loss_rpn_loc": 0.0025670278482721187, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5407692689914256, "total_loss": 0.060408980322563366}
{"data_time": 0.004381867591291666, "eta_seconds": 87885.30894164136, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.42107371794871795, "fast_rcnn/fg_cls_accuracy": 0.5755295429208473, "iteration": 77479, "loss_box_reg": 0.011877806333359331, "loss_cls": 0.052168442867696285, "loss_rpn_cls": 0.0011283373356718585, "loss_rpn_loc": 0.002402237896603765, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5403230546507984, "total_loss": 0.06737459753014718}
{"data_time": 0.003953694133087993, "eta_seconds": 87913.2495803805, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39794871794871794, "fast_rcnn/fg_cls_accuracy": 0.602051282051282, "iteration": 77499, "loss_box_reg": 0.011308532179100439, "loss_cls": 0.04679060750640929, "loss_rpn_cls": 0.0010196752089086658, "loss_rpn_loc": 0.0036409807653399184, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5446973899379373, "total_loss": 0.06318246957266638}
{"data_time": 0.0037646836135536432, "eta_seconds": 87905.79696597368, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.433125, "fast_rcnn/fg_cls_accuracy": 0.566875, "iteration": 77519, "loss_box_reg": 0.01199162274133414, "loss_cls": 0.050814594607800245, "loss_rpn_cls": 0.0012296896711632144, "loss_rpn_loc": 0.002419270924292505, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5438427387271076, "total_loss": 0.06707345480845106}
{"data_time": 0.0040251510217785835, "eta_seconds": 87937.41275907401, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38689655172413795, "fast_rcnn/fg_cls_accuracy": 0.5633333333333334, "iteration": 77539, "loss_box_reg": 0.010673473123461008, "loss_cls": 0.046716040815226734, "loss_rpn_cls": 0.0007488714711030298, "loss_rpn_loc": 0.0020812735147046624, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5487374397926033, "total_loss": 0.06177634588266301}
{"data_time": 0.004350587259978056, "eta_seconds": 87974.57589760143, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.43787878787878787, "fast_rcnn/fg_cls_accuracy": 0.5621212121212121, "iteration": 77559, "loss_box_reg": 0.011001610837411135, "loss_cls": 0.048385153932031244, "loss_rpn_cls": 0.0009584540126184038, "loss_rpn_loc": 0.0027520932999323122, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5504307334776968, "total_loss": 0.06471202151357147}
{"data_time": 0.004242707509547472, "eta_seconds": 87992.85050307284, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.36770943796394484, "fast_rcnn/fg_cls_accuracy": 0.6322905620360552, "iteration": 77579, "loss_box_reg": 0.010399513761512935, "loss_cls": 0.0496468921774067, "loss_rpn_cls": 0.0012557913771615858, "loss_rpn_loc": 0.0023486927238991484, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.541898891562596, "total_loss": 0.06542955804479789}
{"data_time": 0.004050293006002903, "eta_seconds": 88004.21480557811, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35988620199146515, "fast_rcnn/fg_cls_accuracy": 0.6234817813765182, "iteration": 77599, "loss_box_reg": 0.009751119010616094, "loss_cls": 0.04677025135606527, "loss_rpn_cls": 0.0010446907100458702, "loss_rpn_loc": 0.0033998353901552036, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5411207790020853, "total_loss": 0.0617325361164518}
{"data_time": 0.004093161318451166, "eta_seconds": 88019.02158792992, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.38784461152882205, "fast_rcnn/fg_cls_accuracy": 0.6121553884711779, "iteration": 77619, "loss_box_reg": 0.01084256119793281, "loss_cls": 0.04852256237063557, "loss_rpn_cls": 0.0014207164821300466, "loss_rpn_loc": 0.0025646055619290564, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5545014108065516, "total_loss": 0.06538720854462099}
{"data_time": 0.004254578612744808, "eta_seconds": 88120.68649218394, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.31630434782608696, "fast_rcnn/fg_cls_accuracy": 0.6276315789473684, "iteration": 77639, "loss_box_reg": 0.011426939454395324, "loss_cls": 0.046632117475382984, "loss_rpn_cls": 0.0008765981869771622, "loss_rpn_loc": 0.002546517767768819, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5443812920711935, "total_loss": 0.06358371587091938}
{"data_time": 0.0037509645335376263, "eta_seconds": 87997.33948926372, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2830825116761806, "fast_rcnn/fg_cls_accuracy": 0.6982860520094563, "iteration": 77659, "loss_box_reg": 0.010302918555680662, "loss_cls": 0.045292344759218395, "loss_rpn_cls": 0.0007502077218077829, "loss_rpn_loc": 0.003202854273695266, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.539386197924614, "total_loss": 0.0603741194174745}
{"data_time": 0.0037123148795217276, "eta_seconds": 88125.42881343397, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4109848484848485, "fast_rcnn/fg_cls_accuracy": 0.5890151515151515, "iteration": 77679, "loss_box_reg": 0.010499997471924871, "loss_cls": 0.04676160530652851, "loss_rpn_cls": 0.001125536353129064, "loss_rpn_loc": 0.0025368380738655105, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5493217972107232, "total_loss": 0.06417648347348859}
{"data_time": 0.0041684661991894245, "eta_seconds": 88088.12176796119, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36251709986320113, "fast_rcnn/fg_cls_accuracy": 0.637482900136799, "iteration": 77699, "loss_box_reg": 0.011846073990454897, "loss_cls": 0.047582389204762876, "loss_rpn_cls": 0.000843927328673999, "loss_rpn_loc": 0.002440598129396676, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5410086675547063, "total_loss": 0.06428304338101043}
{"data_time": 0.003952481085434556, "eta_seconds": 88007.51240074192, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.19333333333333333, "fast_rcnn/fg_cls_accuracy": 0.8066666666666666, "iteration": 77719, "loss_box_reg": 0.011329224449582398, "loss_cls": 0.0475007543573156, "loss_rpn_cls": 0.000892996701395532, "loss_rpn_loc": 0.0027142277140228543, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5354892611503601, "total_loss": 0.06235730192054234}
{"data_time": 0.004090177593752742, "eta_seconds": 88082.26359327883, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3112535612535613, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 77739, "loss_box_reg": 0.010825147124705836, "loss_cls": 0.049697522656060755, "loss_rpn_cls": 0.0012741737755845861, "loss_rpn_loc": 0.0025185777376464102, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541564122075215, "total_loss": 0.06362399919368045}
{"data_time": 0.004267060197889805, "eta_seconds": 88071.40673135966, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3892896781354051, "fast_rcnn/fg_cls_accuracy": 0.6107103218645948, "iteration": 77759, "loss_box_reg": 0.010524760204134509, "loss_cls": 0.047104188706725836, "loss_rpn_cls": 0.0014073326570951394, "loss_rpn_loc": 0.0029177862670621835, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5404116611462086, "total_loss": 0.06366975282492149}
{"data_time": 0.004134912975132465, "eta_seconds": 88079.68903382611, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31607142857142856, "fast_rcnn/fg_cls_accuracy": 0.6839285714285714, "iteration": 77779, "loss_box_reg": 0.011285431799478829, "loss_cls": 0.04703269433230162, "loss_rpn_cls": 0.0009560883996186931, "loss_rpn_loc": 0.002454585915984353, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5428750093560666, "total_loss": 0.06141847525077537}
{"data_time": 0.0038646019529551268, "eta_seconds": 88070.35757227032, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.54858934169279, "fast_rcnn/fg_cls_accuracy": 0.45141065830721006, "iteration": 77799, "loss_box_reg": 0.011065895057981834, "loss_cls": 0.051099394680932164, "loss_rpn_cls": 0.0006597066163465115, "loss_rpn_loc": 0.0020973086830053944, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.543904846534133, "total_loss": 0.06514199140877963}
{"data_time": 0.0037563773803412914, "eta_seconds": 88064.24876131001, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.36531531531531536, "fast_rcnn/fg_cls_accuracy": 0.6346846846846848, "iteration": 77819, "loss_box_reg": 0.01114637713180855, "loss_cls": 0.047671571490354836, "loss_rpn_cls": 0.0012096593840738024, "loss_rpn_loc": 0.002614638928207569, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5465579784940928, "total_loss": 0.06339481807587788}
{"data_time": 0.004263245966285467, "eta_seconds": 88061.11606975063, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4078309078309078, "fast_rcnn/fg_cls_accuracy": 0.5921690921690922, "iteration": 77839, "loss_box_reg": 0.011489079362945631, "loss_cls": 0.048800922522787005, "loss_rpn_cls": 0.0009224010941579763, "loss_rpn_loc": 0.0027161058205820154, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5412275779526681, "total_loss": 0.061928544827708265}
{"data_time": 0.004264757502824068, "eta_seconds": 88046.24913182203, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3591016548463357, "fast_rcnn/fg_cls_accuracy": 0.6408983451536643, "iteration": 77859, "loss_box_reg": 0.010470662877196446, "loss_cls": 0.04744301817845553, "loss_rpn_cls": 0.0009099393261635669, "loss_rpn_loc": 0.0021051586318208138, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541960699018091, "total_loss": 0.061378447710580986}
{"data_time": 0.004377658478915691, "eta_seconds": 88025.39292602637, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32464846980976014, "fast_rcnn/fg_cls_accuracy": 0.6269644334160464, "iteration": 77879, "loss_box_reg": 0.010664564819307998, "loss_cls": 0.04760000651003793, "loss_rpn_cls": 0.0005973154455887197, "loss_rpn_loc": 0.0027421645463618916, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5360545262228698, "total_loss": 0.06200221660662919}
{"data_time": 0.0040309380274266005, "eta_seconds": 87942.89568855404, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25226860254083483, "fast_rcnn/fg_cls_accuracy": 0.7477313974591651, "iteration": 77899, "loss_box_reg": 0.010472415393451229, "loss_cls": 0.047992143547162414, "loss_rpn_cls": 0.0014866222661567008, "loss_rpn_loc": 0.002940184878752916, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.534690898610279, "total_loss": 0.061925315211624365}
{"data_time": 0.0034272039774805307, "eta_seconds": 87902.65404167189, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.26806972789115646, "fast_rcnn/fg_cls_accuracy": 0.7107371794871795, "iteration": 77919, "loss_box_reg": 0.011353099456755444, "loss_cls": 0.04877740447409451, "loss_rpn_cls": 0.0009233530570327275, "loss_rpn_loc": 0.0028417961693776306, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415133484639227, "total_loss": 0.06476327339942145}
{"data_time": 0.003935289103537798, "eta_seconds": 87906.02287908713, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.35446859903381644, "fast_rcnn/fg_cls_accuracy": 0.6342592592592593, "iteration": 77939, "loss_box_reg": 0.010752784932265058, "loss_cls": 0.04757586750201881, "loss_rpn_cls": 0.0010016706417559362, "loss_rpn_loc": 0.003316587561130291, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.536629306152463, "total_loss": 0.0642870508283977}
{"data_time": 0.0037287056911736727, "eta_seconds": 87869.82828453137, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2506493506493506, "fast_rcnn/fg_cls_accuracy": 0.7045454545454546, "iteration": 77959, "loss_box_reg": 0.010893343220232055, "loss_cls": 0.04936979169724509, "loss_rpn_cls": 0.0009668815727081892, "loss_rpn_loc": 0.002298314302606741, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5427288659848273, "total_loss": 0.06587997128735879}
{"data_time": 0.004096499411389232, "eta_seconds": 87822.44743569056, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.271780303030303, "fast_rcnn/fg_cls_accuracy": 0.7241014799154334, "iteration": 77979, "loss_box_reg": 0.01100058716838248, "loss_cls": 0.046476697811158374, "loss_rpn_cls": 0.0007328326112769901, "loss_rpn_loc": 0.002510433827410452, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401186437811702, "total_loss": 0.06084541975837965}
{"data_time": 0.00401281681843102, "eta_seconds": 87811.6065635276, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40625, "fast_rcnn/fg_cls_accuracy": 0.59375, "iteration": 77999, "loss_box_reg": 0.011389094463083893, "loss_cls": 0.05060406855773181, "loss_rpn_cls": 0.0013047530265453133, "loss_rpn_loc": 0.0027156611686223187, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5449141911230981, "total_loss": 0.06680187061908782}
{"data_time": 0.004067619331181049, "eta_seconds": 87817.00517397467, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37286324786324787, "fast_rcnn/fg_cls_accuracy": 0.6271367521367521, "iteration": 78019, "loss_box_reg": 0.010035984101705253, "loss_cls": 0.04685701883863658, "loss_rpn_cls": 0.0006591412965519794, "loss_rpn_loc": 0.0028917176605318673, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433707537595183, "total_loss": 0.06371770008766475}
{"data_time": 0.003905974328517914, "eta_seconds": 87784.16967319138, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4547803617571059, "fast_rcnn/fg_cls_accuracy": 0.523076923076923, "iteration": 78039, "loss_box_reg": 0.010579615598544478, "loss_cls": 0.05075287236832082, "loss_rpn_cls": 0.001188185898172378, "loss_rpn_loc": 0.0020526851731119677, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5340597443282604, "total_loss": 0.0654800567078837}
{"data_time": 0.0038303884211927652, "eta_seconds": 87770.02313770377, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3307453416149069, "fast_rcnn/fg_cls_accuracy": 0.6692546583850931, "iteration": 78059, "loss_box_reg": 0.010752411966677755, "loss_cls": 0.04634006443666294, "loss_rpn_cls": 0.0016022245102931265, "loss_rpn_loc": 0.0037355192325776443, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5409724980127066, "total_loss": 0.06236409156610989}
{"data_time": 0.0038285129703581333, "eta_seconds": 87759.1833845668, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32759740259740255, "fast_rcnn/fg_cls_accuracy": 0.6697802197802198, "iteration": 78079, "loss_box_reg": 0.01036330230999738, "loss_cls": 0.04933797585545108, "loss_rpn_cls": 0.0012847188295381784, "loss_rpn_loc": 0.0025088092261285055, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404965709894896, "total_loss": 0.06468651136378867}
{"data_time": 0.0037946361117064953, "eta_seconds": 87746.21089463658, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.384453781512605, "fast_rcnn/fg_cls_accuracy": 0.5532212885154062, "iteration": 78099, "loss_box_reg": 0.011370519147021696, "loss_cls": 0.0476293561514467, "loss_rpn_cls": 0.0011063411707255, "loss_rpn_loc": 0.002866179118427681, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5431164323817939, "total_loss": 0.06481260058421867}
{"data_time": 0.003934730542823672, "eta_seconds": 87735.37140496145, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42105263157894735, "fast_rcnn/fg_cls_accuracy": 0.5789473684210527, "iteration": 78119, "loss_box_reg": 0.011549330141860992, "loss_cls": 0.05171925271861255, "loss_rpn_cls": 0.0010468629682236497, "loss_rpn_loc": 0.002586608305136906, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5388400442898273, "total_loss": 0.06702821731119002}
{"data_time": 0.003873056499287486, "eta_seconds": 87644.87274600519, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5135531135531135, "fast_rcnn/fg_cls_accuracy": 0.48198757763975153, "iteration": 78139, "loss_box_reg": 0.010250452411128208, "loss_cls": 0.04555412579793483, "loss_rpn_cls": 0.001422234633878361, "loss_rpn_loc": 0.003067330415433389, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5369887026026845, "total_loss": 0.060905820379502984}
{"data_time": 0.004440129967406392, "eta_seconds": 87658.60080218199, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3975029036004646, "fast_rcnn/fg_cls_accuracy": 0.6024970963995354, "iteration": 78159, "loss_box_reg": 0.009972040366847068, "loss_cls": 0.04605828155763447, "loss_rpn_cls": 0.0006665924615845142, "loss_rpn_loc": 0.0025548614175932016, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5453657468315214, "total_loss": 0.0623439728287849}
{"data_time": 0.004482218762859702, "eta_seconds": 87623.21345247654, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.30366847826086957, "fast_rcnn/fg_cls_accuracy": 0.6963315217391304, "iteration": 78179, "loss_box_reg": 0.01153751599485986, "loss_cls": 0.04776151559781283, "loss_rpn_cls": 0.0013084434195320682, "loss_rpn_loc": 0.0024256589167634957, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5377727679442614, "total_loss": 0.06376762894188914}
{"data_time": 0.004290954675525427, "eta_seconds": 87590.87695508264, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3568181818181818, "fast_rcnn/fg_cls_accuracy": 0.6431818181818182, "iteration": 78199, "loss_box_reg": 0.01102618352160789, "loss_cls": 0.04831197438761592, "loss_rpn_cls": 0.0009823842188438903, "loss_rpn_loc": 0.003051711002626689, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5371857299469411, "total_loss": 0.06229469169124968}
{"data_time": 0.003918331349268556, "eta_seconds": 87560.70913635171, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2647485493230174, "fast_rcnn/fg_cls_accuracy": 0.7352514506769826, "iteration": 78219, "loss_box_reg": 0.010431092116050422, "loss_cls": 0.04471501853549853, "loss_rpn_cls": 0.0013114758909864577, "loss_rpn_loc": 0.003296329487056937, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5400576239917427, "total_loss": 0.06134495482984903}
{"data_time": 0.004000314511358738, "eta_seconds": 87569.2229784187, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4770833333333333, "fast_rcnn/fg_cls_accuracy": 0.5229166666666667, "iteration": 78239, "loss_box_reg": 0.0114743500307668, "loss_cls": 0.05118317354936153, "loss_rpn_cls": 0.0013320442003532662, "loss_rpn_loc": 0.0026002043232438155, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5554426594171673, "total_loss": 0.06661257420967104}
{"data_time": 0.004328479990363121, "eta_seconds": 87558.39599008672, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35384615384615387, "fast_rcnn/fg_cls_accuracy": 0.5948717948717949, "iteration": 78259, "loss_box_reg": 0.010451142530655488, "loss_cls": 0.04732304043136537, "loss_rpn_cls": 0.0009237917990958522, "loss_rpn_loc": 0.0028388447099132463, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5401268696878105, "total_loss": 0.060959504494803696}
{"data_time": 0.003936504013836384, "eta_seconds": 87541.13031068863, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 78279, "loss_box_reg": 0.010972034157020971, "loss_cls": 0.04767529008677229, "loss_rpn_cls": 0.0006456559733578615, "loss_rpn_loc": 0.0024688251105544623, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539468550356105, "total_loss": 0.06343511533373203}
{"data_time": 0.004196391673758626, "eta_seconds": 87517.41074698023, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25098347757671124, "fast_rcnn/fg_cls_accuracy": 0.6353989813242784, "iteration": 78299, "loss_box_reg": 0.011099093040684238, "loss_cls": 0.046825792524032295, "loss_rpn_cls": 0.0011478898109089641, "loss_rpn_loc": 0.0030358669537235983, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5443994919769466, "total_loss": 0.06340931708672315}
{"data_time": 0.003708019619807601, "eta_seconds": 87536.08662553201, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42943262411347516, "fast_rcnn/fg_cls_accuracy": 0.5705673758865248, "iteration": 78319, "loss_box_reg": 0.010544010670855641, "loss_cls": 0.048569189151749015, "loss_rpn_cls": 0.0010111651572515257, "loss_rpn_loc": 0.0032400560812675394, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5462285974062979, "total_loss": 0.0648685210221629}
{"data_time": 0.0038464453537017107, "eta_seconds": 87515.334576366, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3106060606060606, "fast_rcnn/fg_cls_accuracy": 0.6893939393939394, "iteration": 78339, "loss_box_reg": 0.010655972582753748, "loss_cls": 0.05064235092140734, "loss_rpn_cls": 0.001127548717136051, "loss_rpn_loc": 0.0027046393588534556, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398244734387845, "total_loss": 0.06822414581529301}
{"data_time": 0.0037131174467504025, "eta_seconds": 87504.50755753322, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.293343653250774, "fast_rcnn/fg_cls_accuracy": 0.706656346749226, "iteration": 78359, "loss_box_reg": 0.010293289000401273, "loss_cls": 0.04831298068165779, "loss_rpn_cls": 0.0009596952835408956, "loss_rpn_loc": 0.0030662423923786264, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5418086734134704, "total_loss": 0.06282356067572437}
{"data_time": 0.004361795028671622, "eta_seconds": 87521.24038405111, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.5648015303682449, "iteration": 78379, "loss_box_reg": 0.010640357970260084, "loss_cls": 0.04641810661996715, "loss_rpn_cls": 0.001204269975232819, "loss_rpn_loc": 0.002959420206025243, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5453455962706357, "total_loss": 0.06290744696968886}
{"data_time": 0.003695977386087179, "eta_seconds": 87534.03025603504, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2564338235294118, "fast_rcnn/fg_cls_accuracy": 0.6654411764705883, "iteration": 78399, "loss_box_reg": 0.011238740640692413, "loss_cls": 0.0484979281318374, "loss_rpn_cls": 0.0008562823319380186, "loss_rpn_loc": 0.0021661305327143054, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5446980192791671, "total_loss": 0.06280216291894192}
{"data_time": 0.004101927857846022, "eta_seconds": 87510.23925010557, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.42547568710359407, "fast_rcnn/fg_cls_accuracy": 0.5745243128964059, "iteration": 78419, "loss_box_reg": 0.010227460297755897, "loss_cls": 0.04690657299943268, "loss_rpn_cls": 0.0013622386535416808, "loss_rpn_loc": 0.0026494668745726813, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5438176903408021, "total_loss": 0.06420395188820294}
{"data_time": 0.003951329505071044, "eta_seconds": 87499.40750141605, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29422604422604426, "fast_rcnn/fg_cls_accuracy": 0.6742424242424242, "iteration": 78439, "loss_box_reg": 0.010347560193622485, "loss_cls": 0.04594281839672476, "loss_rpn_cls": 0.0009194166227644018, "loss_rpn_loc": 0.0021343437656469177, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454708759207278, "total_loss": 0.062449919845278146}
{"data_time": 0.004050839459523559, "eta_seconds": 87482.43632052722, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.7108585858585859, "iteration": 78459, "loss_box_reg": 0.010352178651373833, "loss_cls": 0.050951658515259624, "loss_rpn_cls": 0.001340056881815599, "loss_rpn_loc": 0.0033083875168813393, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414069416001439, "total_loss": 0.06582166880366458}
{"data_time": 0.0038268249481916428, "eta_seconds": 87477.744004037, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.43727272727272726, "fast_rcnn/fg_cls_accuracy": 0.5627272727272727, "iteration": 78479, "loss_box_reg": 0.010626607312588021, "loss_cls": 0.04669442039448768, "loss_rpn_cls": 0.0009454192062321454, "loss_rpn_loc": 0.0030377625007531606, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448812865652144, "total_loss": 0.06258042269450925}
{"data_time": 0.003977260552346706, "eta_seconds": 87466.91225534747, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25164473684210525, "fast_rcnn/fg_cls_accuracy": 0.7483552631578947, "iteration": 78499, "loss_box_reg": 0.010894319391809404, "loss_cls": 0.04724509583320469, "loss_rpn_cls": 0.0008946836663312752, "loss_rpn_loc": 0.0022604372243222315, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5451442280318588, "total_loss": 0.06134321092002892}
{"data_time": 0.0041756846476346254, "eta_seconds": 87463.61253413628, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.3907741251325557, "fast_rcnn/fg_cls_accuracy": 0.5952569169960474, "iteration": 78519, "loss_box_reg": 0.011344304715748876, "loss_cls": 0.04892302397638559, "loss_rpn_cls": 0.0006183630183045352, "loss_rpn_loc": 0.0031914584287733305, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442601395770907, "total_loss": 0.06433697147423345}
{"data_time": 0.00406313594430685, "eta_seconds": 87458.19678819855, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39015151515151514, "fast_rcnn/fg_cls_accuracy": 0.6098484848484849, "iteration": 78539, "loss_box_reg": 0.010850205173483118, "loss_cls": 0.049206115829292685, "loss_rpn_cls": 0.0010122199945499233, "loss_rpn_loc": 0.003152203131321585, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5456075305119157, "total_loss": 0.06454172152643878}
{"data_time": 0.0041886912658810616, "eta_seconds": 87422.97479597642, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4052215884159719, "fast_rcnn/fg_cls_accuracy": 0.594778411584028, "iteration": 78559, "loss_box_reg": 0.010846342745935544, "loss_cls": 0.04708309459965676, "loss_rpn_cls": 0.0008804746320265622, "loss_rpn_loc": 0.002981058194563957, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5431607484351844, "total_loss": 0.0625487539181222}
{"data_time": 0.003890327177941799, "eta_seconds": 87406.62051719008, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4166666666666667, "fast_rcnn/fg_cls_accuracy": 0.5472222222222223, "iteration": 78579, "loss_box_reg": 0.010069638694403693, "loss_cls": 0.04705572780221701, "loss_rpn_cls": 0.001097703136565542, "loss_rpn_loc": 0.002742959899478592, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5397763580549508, "total_loss": 0.062092618258873244}
{"data_time": 0.004375713877379894, "eta_seconds": 87384.49117365363, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.29785661492978566, "fast_rcnn/fg_cls_accuracy": 0.7021433850702143, "iteration": 78599, "loss_box_reg": 0.009232119424268603, "loss_cls": 0.0464576471131295, "loss_rpn_cls": 0.0008511897948437763, "loss_rpn_loc": 0.002256120045785792, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5346732640173286, "total_loss": 0.06185677293206027}
{"data_time": 0.0036519526038318872, "eta_seconds": 87350.97074456909, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39055023923444976, "fast_rcnn/fg_cls_accuracy": 0.6094497607655502, "iteration": 78619, "loss_box_reg": 0.010521240852540359, "loss_cls": 0.05032202322036028, "loss_rpn_cls": 0.0008078582519885913, "loss_rpn_loc": 0.0026229609829897527, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5328188838902861, "total_loss": 0.06304852340838352}
{"data_time": 0.0036742393858730793, "eta_seconds": 87317.00145828864, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3151629072681704, "fast_rcnn/fg_cls_accuracy": 0.6427125506072875, "iteration": 78639, "loss_box_reg": 0.01014635877800174, "loss_cls": 0.04546060971915722, "loss_rpn_cls": 0.0010215548859378032, "loss_rpn_loc": 0.0024148989214154426, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5411649046000093, "total_loss": 0.061177282154403656}
{"data_time": 0.004069416783750057, "eta_seconds": 87329.31987594278, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42463235294117646, "fast_rcnn/fg_cls_accuracy": 0.5588235294117647, "iteration": 78659, "loss_box_reg": 0.010486466402653605, "loss_cls": 0.049128637299872935, "loss_rpn_cls": 0.001077387100423266, "loss_rpn_loc": 0.0028715658736473415, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5436106959823519, "total_loss": 0.06500036906135165}
{"data_time": 0.004165869439020753, "eta_seconds": 87318.49444162962, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3836336336336337, "fast_rcnn/fg_cls_accuracy": 0.6074423480083857, "iteration": 78679, "loss_box_reg": 0.01149504678323865, "loss_cls": 0.045436081127263606, "loss_rpn_cls": 0.0008267024140877766, "loss_rpn_loc": 0.0024576969208283117, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5448549201246351, "total_loss": 0.0625684251367602}
{"data_time": 0.004129731561988592, "eta_seconds": 87313.40002478496, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5875547217010632, "fast_rcnn/fg_cls_accuracy": 0.4002501563477173, "iteration": 78699, "loss_box_reg": 0.010710032074712217, "loss_cls": 0.045036098861601204, "loss_rpn_cls": 0.000958827556075903, "loss_rpn_loc": 0.0028486257870099507, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438994993455708, "total_loss": 0.06011686505559055}
{"data_time": 0.004123281920328736, "eta_seconds": 87331.17915119161, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2652777777777778, "fast_rcnn/fg_cls_accuracy": 0.7347222222222223, "iteration": 78719, "loss_box_reg": 0.011470756464404985, "loss_cls": 0.04662047792226076, "loss_rpn_cls": 0.0007539184827010104, "loss_rpn_loc": 0.002682554579223506, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5464334890712053, "total_loss": 0.06262409401449531}
{"data_time": 0.0036886835005134344, "eta_seconds": 87325.5018153626, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.44727272727272727, "fast_rcnn/fg_cls_accuracy": 0.5527272727272727, "iteration": 78739, "loss_box_reg": 0.011555003293324262, "loss_cls": 0.04886760748922825, "loss_rpn_cls": 0.0007972033891405772, "loss_rpn_loc": 0.003164179990562843, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5439122659154236, "total_loss": 0.06514307185864254}
{"data_time": 0.003729860298335552, "eta_seconds": 87308.74032304692, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34815106215578284, "fast_rcnn/fg_cls_accuracy": 0.6518489378442172, "iteration": 78759, "loss_box_reg": 0.010222855606116354, "loss_cls": 0.0445986760314554, "loss_rpn_cls": 0.0012077058936483809, "loss_rpn_loc": 0.0032265173249470536, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5388279710896313, "total_loss": 0.06034964809543908}
{"data_time": 0.004035270307213068, "eta_seconds": 87264.30769854458, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27108036890645587, "fast_rcnn/fg_cls_accuracy": 0.7289196310935442, "iteration": 78779, "loss_box_reg": 0.01117011351743713, "loss_cls": 0.047530164709314704, "loss_rpn_cls": 0.0009926107693445374, "loss_rpn_loc": 0.003017599134182092, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5339062695857137, "total_loss": 0.06158635481585861}
{"data_time": 0.004244720796123147, "eta_seconds": 87253.48227162147, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45539152759948653, "fast_rcnn/fg_cls_accuracy": 0.5182926829268293, "iteration": 78799, "loss_box_reg": 0.010757054464193061, "loss_cls": 0.04901919770054519, "loss_rpn_cls": 0.0004631933471159755, "loss_rpn_loc": 0.00238721599089331, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5491954998578876, "total_loss": 0.06457986968428031}
{"data_time": 0.0038323302287608385, "eta_seconds": 87235.59124632133, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.39924242424242423, "fast_rcnn/fg_cls_accuracy": 0.547979797979798, "iteration": 78819, "loss_box_reg": 0.011151680868351832, "loss_cls": 0.048035274376161397, "loss_rpn_cls": 0.0007172973399747207, "loss_rpn_loc": 0.0024832652852637693, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5437030848115683, "total_loss": 0.061221959488534594}
{"data_time": 0.004601041320711374, "eta_seconds": 87207.81783317309, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36038687973086625, "fast_rcnn/fg_cls_accuracy": 0.6396131202691338, "iteration": 78839, "loss_box_reg": 0.01110276987310499, "loss_cls": 0.05199495784472674, "loss_rpn_cls": 0.0013398154525248174, "loss_rpn_loc": 0.0027100233346573077, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537225954933092, "total_loss": 0.06892858290086679}
{"data_time": 0.004266232717782259, "eta_seconds": 87206.24078559363, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4017327861377109, "fast_rcnn/fg_cls_accuracy": 0.5982672138622891, "iteration": 78859, "loss_box_reg": 0.010597391345072538, "loss_cls": 0.04621562687680125, "loss_rpn_cls": 0.0013389735277087311, "loss_rpn_loc": 0.0030166215510689653, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5482005721423775, "total_loss": 0.06152954991136994}
{"data_time": 0.004251954145729542, "eta_seconds": 87203.11759573733, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3919871794871795, "fast_rcnn/fg_cls_accuracy": 0.6080128205128206, "iteration": 78879, "loss_box_reg": 0.011312572460155934, "loss_cls": 0.04699539899593219, "loss_rpn_cls": 0.001056958037224831, "loss_rpn_loc": 0.00259892451504129, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5392372799105942, "total_loss": 0.06242757890642281}
{"data_time": 0.003957761451601982, "eta_seconds": 87221.62306562415, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.430448717948718, "fast_rcnn/fg_cls_accuracy": 0.569551282051282, "iteration": 78899, "loss_box_reg": 0.010288856719853356, "loss_cls": 0.047333524795249104, "loss_rpn_cls": 0.0007142326521716313, "loss_rpn_loc": 0.0030387389051611535, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5410884150769562, "total_loss": 0.061286751111765625}
{"data_time": 0.004096640972420573, "eta_seconds": 87188.5297100828, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43413978494623656, "fast_rcnn/fg_cls_accuracy": 0.5658602150537635, "iteration": 78919, "loss_box_reg": 0.010120664170244709, "loss_cls": 0.04870912909973413, "loss_rpn_cls": 0.0011795806881309545, "loss_rpn_loc": 0.002646316876052879, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373435120563954, "total_loss": 0.06361470166262961}
{"data_time": 0.004465799545869231, "eta_seconds": 87211.27396363369, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.32277777777777783, "fast_rcnn/fg_cls_accuracy": 0.6772222222222222, "iteration": 78939, "loss_box_reg": 0.011067721585277468, "loss_cls": 0.048194889328442514, "loss_rpn_cls": 0.0014851930428783078, "loss_rpn_loc": 0.002583638754003914, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5503568635322154, "total_loss": 0.06341021733226171}
{"data_time": 0.004263917915523052, "eta_seconds": 87207.18834413798, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4635202918376653, "fast_rcnn/fg_cls_accuracy": 0.5364797081623347, "iteration": 78959, "loss_box_reg": 0.00988435244653374, "loss_cls": 0.046615919272881, "loss_rpn_cls": 0.0014852360555721589, "loss_rpn_loc": 0.00274878974960302, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5522189275361598, "total_loss": 0.061816823257004216}
{"data_time": 0.0038833096623420715, "eta_seconds": 87196.35791109991, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.6197047496790757, "fast_rcnn/fg_cls_accuracy": 0.38029525032092426, "iteration": 78979, "loss_box_reg": 0.010268862184602767, "loss_cls": 0.05194753227988258, "loss_rpn_cls": 0.0009803670175188017, "loss_rpn_loc": 0.002418284915620461, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377309969626367, "total_loss": 0.06637638810457247}
{"data_time": 0.004177405498921871, "eta_seconds": 87181.02492617257, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3402777777777778, "fast_rcnn/fg_cls_accuracy": 0.6597222222222222, "iteration": 78999, "loss_box_reg": 0.01062661362811923, "loss_cls": 0.048025551717728376, "loss_rpn_cls": 0.0016577675891085164, "loss_rpn_loc": 0.002748225966570317, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5430352119728923, "total_loss": 0.06416924891595954}
{"data_time": 0.0035909416619688272, "eta_seconds": 87159.32644711295, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5066413662239089, "fast_rcnn/fg_cls_accuracy": 0.49335863377609107, "iteration": 79019, "loss_box_reg": 0.009671568521298468, "loss_cls": 0.04904424771666527, "loss_rpn_cls": 0.0012181127208350517, "loss_rpn_loc": 0.0032332271621271502, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5405805720947683, "total_loss": 0.06248789184239456}
{"data_time": 0.0037414415273815393, "eta_seconds": 87159.36517873593, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39387755102040817, "fast_rcnn/fg_cls_accuracy": 0.6061224489795918, "iteration": 79039, "loss_box_reg": 0.011414336098823696, "loss_cls": 0.044854995037894696, "loss_rpn_cls": 0.0011478990345494822, "loss_rpn_loc": 0.0029925991548225284, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417319410480559, "total_loss": 0.05948407103051068}
{"data_time": 0.004183157114312053, "eta_seconds": 87157.50666308845, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4347953216374269, "fast_rcnn/fg_cls_accuracy": 0.565204678362573, "iteration": 79059, "loss_box_reg": 0.010535987647017464, "loss_cls": 0.048084202921018004, "loss_rpn_cls": 0.0010078873233396735, "loss_rpn_loc": 0.0030012105526111554, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.54666209500283, "total_loss": 0.06384594121141163}
{"data_time": 0.004183861194178462, "eta_seconds": 87208.33136721328, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4525455688246386, "fast_rcnn/fg_cls_accuracy": 0.5474544311753614, "iteration": 79079, "loss_box_reg": 0.009801810083445162, "loss_cls": 0.04806950787315145, "loss_rpn_cls": 0.0010013196499016885, "loss_rpn_loc": 0.001888897593744332, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5432034467812628, "total_loss": 0.06019014015527091}
{"data_time": 0.0037300048861652613, "eta_seconds": 87219.87194880983, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3137254901960784, "fast_rcnn/fg_cls_accuracy": 0.6376811594202898, "iteration": 79099, "loss_box_reg": 0.010316711355699226, "loss_cls": 0.04780604806728661, "loss_rpn_cls": 0.0010137522767763585, "loss_rpn_loc": 0.0029911326128058136, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5430043297819793, "total_loss": 0.06281046883464114}
{"data_time": 0.003716927021741867, "eta_seconds": 87259.83566143736, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38181818181818183, "fast_rcnn/fg_cls_accuracy": 0.6181818181818182, "iteration": 79119, "loss_box_reg": 0.010787599137984216, "loss_cls": 0.04822963988408446, "loss_rpn_cls": 0.0013673765049588837, "loss_rpn_loc": 0.003301225067843916, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442316436674446, "total_loss": 0.06535043997223511}
{"data_time": 0.004240110982209444, "eta_seconds": 87255.35431116587, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.35299003322259137, "fast_rcnn/fg_cls_accuracy": 0.6470099667774087, "iteration": 79139, "loss_box_reg": 0.010540804301854223, "loss_cls": 0.049392689601518214, "loss_rpn_cls": 0.001248855417543382, "loss_rpn_loc": 0.004050451399962185, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5385219894815236, "total_loss": 0.06615296056997977}
{"data_time": 0.00429657893255353, "eta_seconds": 87242.12395750638, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.46898496240601506, "fast_rcnn/fg_cls_accuracy": 0.5310150375939849, "iteration": 79159, "loss_box_reg": 0.010522884695092216, "loss_cls": 0.04470531933475286, "loss_rpn_cls": 0.0010066058533766409, "loss_rpn_loc": 0.002296381782798562, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418136464431882, "total_loss": 0.06106280817073184}
{"data_time": 0.0038983614649623632, "eta_seconds": 87250.18353897845, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19523809523809524, "fast_rcnn/fg_cls_accuracy": 0.8047619047619048, "iteration": 79179, "loss_box_reg": 0.011302684142719954, "loss_cls": 0.04632683680392802, "loss_rpn_cls": 0.0010432265529516371, "loss_rpn_loc": 0.0029916103012510575, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405900890473276, "total_loss": 0.0630235805265329}
{"data_time": 0.004239900736138225, "eta_seconds": 87245.03058341634, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3416413373860182, "fast_rcnn/fg_cls_accuracy": 0.6583586626139817, "iteration": 79199, "loss_box_reg": 0.010740584053564817, "loss_cls": 0.04801997583126649, "loss_rpn_cls": 0.001342098313216411, "loss_rpn_loc": 0.003165098432873492, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406890180893242, "total_loss": 0.06471916939369748}
{"data_time": 0.003909772029146552, "eta_seconds": 87219.93539638678, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32290362953692114, "fast_rcnn/fg_cls_accuracy": 0.6770963704630788, "iteration": 79219, "loss_box_reg": 0.010739504359662533, "loss_cls": 0.047241708205547184, "loss_rpn_cls": 0.0010642811756724768, "loss_rpn_loc": 0.0024477480656059925, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392950812820345, "total_loss": 0.06221874017285245}
{"data_time": 0.003968148259446025, "eta_seconds": 87209.08586374344, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.47853535353535354, "fast_rcnn/fg_cls_accuracy": 0.4903343782654127, "iteration": 79239, "loss_box_reg": 0.010140308761037886, "loss_cls": 0.04892185586504638, "loss_rpn_cls": 0.0009821792766615545, "loss_rpn_loc": 0.003220197366317734, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5457874939311296, "total_loss": 0.06422761934982191}
{"data_time": 0.0037755651865154505, "eta_seconds": 87190.26306768646, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35520833333333335, "fast_rcnn/fg_cls_accuracy": 0.6447916666666667, "iteration": 79259, "loss_box_reg": 0.010531621257541701, "loss_cls": 0.049697643029503524, "loss_rpn_cls": 0.0012478735321792556, "loss_rpn_loc": 0.0027600636221905006, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391382358502597, "total_loss": 0.06628110772768991}
{"data_time": 0.004454351728782058, "eta_seconds": 87177.03449104633, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4196127946127946, "fast_rcnn/fg_cls_accuracy": 0.5803872053872055, "iteration": 79279, "loss_box_reg": 0.011016750504495576, "loss_cls": 0.04833212640369311, "loss_rpn_cls": 0.001072819888122467, "loss_rpn_loc": 0.002780733280815184, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5370928379707038, "total_loss": 0.06528780168696358}
{"data_time": 0.003838289063423872, "eta_seconds": 87176.53726581344, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5513722730471499, "fast_rcnn/fg_cls_accuracy": 0.44862772695285014, "iteration": 79299, "loss_box_reg": 0.010321800713427365, "loss_cls": 0.05013146437704563, "loss_rpn_cls": 0.001258330848827427, "loss_rpn_loc": 0.0025348955605295487, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5464360206387937, "total_loss": 0.06355450785852668}
{"data_time": 0.004036061465740204, "eta_seconds": 87157.71744594676, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3573216520650814, "fast_rcnn/fg_cls_accuracy": 0.6426783479349187, "iteration": 79319, "loss_box_reg": 0.010938210733002052, "loss_cls": 0.04702411621110514, "loss_rpn_cls": 0.001161663683660663, "loss_rpn_loc": 0.002435771413729526, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417409115470946, "total_loss": 0.06026306292631034}
{"data_time": 0.004272192949429154, "eta_seconds": 87169.07145205722, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 79339, "loss_box_reg": 0.009902994177537039, "loss_cls": 0.04879345919471234, "loss_rpn_cls": 0.0011022540377894074, "loss_rpn_loc": 0.0032046702326624654, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5447426366154104, "total_loss": 0.06363488641932236}
{"data_time": 0.004224027739837766, "eta_seconds": 87152.52817657543, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.30305602716468594, "fast_rcnn/fg_cls_accuracy": 0.6830143540669856, "iteration": 79359, "loss_box_reg": 0.01102069381158799, "loss_cls": 0.047358634416013956, "loss_rpn_cls": 0.0014997101193330309, "loss_rpn_loc": 0.0034278339371667244, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5392465034965426, "total_loss": 0.06465657097584199}
{"data_time": 0.003992442507296801, "eta_seconds": 87126.71581701282, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4730392156862745, "fast_rcnn/fg_cls_accuracy": 0.5173453996983408, "iteration": 79379, "loss_box_reg": 0.010359379171859473, "loss_cls": 0.04856600915081799, "loss_rpn_cls": 0.0009694750989979184, "loss_rpn_loc": 0.0027698879912350094, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426377339754254, "total_loss": 0.06202541189503563}
{"data_time": 0.003983700880780816, "eta_seconds": 87114.32328362716, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3464285714285714, "fast_rcnn/fg_cls_accuracy": 0.6535714285714286, "iteration": 79399, "loss_box_reg": 0.011054945935029536, "loss_cls": 0.04878206556895748, "loss_rpn_cls": 0.0011322223467686854, "loss_rpn_loc": 0.0022054053006286267, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409129748586565, "total_loss": 0.06458974298254816}
{"data_time": 0.003928539576008916, "eta_seconds": 87101.09678017627, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.484375, "iteration": 79419, "loss_box_reg": 0.010471355693880469, "loss_cls": 0.04877549107186496, "loss_rpn_cls": 0.0010777141285416292, "loss_rpn_loc": 0.002650928025104804, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404171783011407, "total_loss": 0.0632287857429219}
{"data_time": 0.004481038777157664, "eta_seconds": 87076.95775947138, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4348579348579349, "fast_rcnn/fg_cls_accuracy": 0.5651420651420651, "iteration": 79439, "loss_box_reg": 0.010634238948114216, "loss_cls": 0.049474668223410845, "loss_rpn_cls": 0.0011455322968458859, "loss_rpn_loc": 0.0027175715804332867, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338828915264457, "total_loss": 0.06505144816628672}
{"data_time": 0.004073926247656345, "eta_seconds": 87053.24237518082, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32164031620553357, "fast_rcnn/fg_cls_accuracy": 0.6783596837944664, "iteration": 79459, "loss_box_reg": 0.010856353968847543, "loss_cls": 0.04760058899410069, "loss_rpn_cls": 0.0010479194726258356, "loss_rpn_loc": 0.0021974381197651383, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5352500942535698, "total_loss": 0.061554141542842444}
{"data_time": 0.003955702297389507, "eta_seconds": 87033.14151744568, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4379795396419437, "fast_rcnn/fg_cls_accuracy": 0.5620204603580563, "iteration": 79479, "loss_box_reg": 0.010711419134167954, "loss_cls": 0.05066517903469503, "loss_rpn_cls": 0.0011878759753471968, "loss_rpn_loc": 0.0022632420404988807, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377588488627225, "total_loss": 0.06523753983947245}
{"data_time": 0.004209740553051233, "eta_seconds": 86970.06237692782, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44285714285714284, "fast_rcnn/fg_cls_accuracy": 0.5571428571428572, "iteration": 79499, "loss_box_reg": 0.011299929930828512, "loss_cls": 0.04712390003260225, "loss_rpn_cls": 0.0016181407867179587, "loss_rpn_loc": 0.0028878925113531295, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5304312040098011, "total_loss": 0.0639155050618001}
{"data_time": 0.00424372754059732, "eta_seconds": 86949.36598979542, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5327702702702704, "fast_rcnn/fg_cls_accuracy": 0.46722972972972976, "iteration": 79519, "loss_box_reg": 0.00990590060246177, "loss_cls": 0.04650568182114512, "loss_rpn_cls": 0.0008382506327961892, "loss_rpn_loc": 0.0032909312121773837, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424136579968035, "total_loss": 0.06211216280280496}
{"data_time": 0.004193239146843553, "eta_seconds": 86926.51506670564, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37060117302052786, "fast_rcnn/fg_cls_accuracy": 0.6293988269794721, "iteration": 79539, "loss_box_reg": 0.01021840565954335, "loss_cls": 0.04702906706370413, "loss_rpn_cls": 0.0009435428271444835, "loss_rpn_loc": 0.003818338122073328, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5454287126194686, "total_loss": 0.06237312724579169}
{"data_time": 0.003913760418072343, "eta_seconds": 86915.68046950549, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.525, "fast_rcnn/fg_cls_accuracy": 0.475, "iteration": 79559, "loss_box_reg": 0.011583616025745869, "loss_cls": 0.04499321989715099, "loss_rpn_cls": 0.0008202847544112046, "loss_rpn_loc": 0.003395516818272881, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5394143492449075, "total_loss": 0.06349660037125204}
{"data_time": 0.004716370487585664, "eta_seconds": 86916.85770557867, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4237536656891496, "fast_rcnn/fg_cls_accuracy": 0.5762463343108504, "iteration": 79579, "loss_box_reg": 0.010129048372618854, "loss_cls": 0.04784891952294856, "loss_rpn_cls": 0.000864394935092605, "loss_rpn_loc": 0.001905271596115199, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366349429823458, "total_loss": 0.05974191338850687}
{"data_time": 0.004459514282643795, "eta_seconds": 86948.83611948369, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43831640058055155, "fast_rcnn/fg_cls_accuracy": 0.5616835994194485, "iteration": 79599, "loss_box_reg": 0.010909328237175941, "loss_cls": 0.051155317458324134, "loss_rpn_cls": 0.0008401168461205089, "loss_rpn_loc": 0.0029988367368787294, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447536655701697, "total_loss": 0.06648616402179641}
{"data_time": 0.004079814068973064, "eta_seconds": 86965.06649576197, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.24894957983193278, "fast_rcnn/fg_cls_accuracy": 0.7420634920634921, "iteration": 79619, "loss_box_reg": 0.010185374150751159, "loss_cls": 0.04308963782386854, "loss_rpn_cls": 0.0011597512585694858, "loss_rpn_loc": 0.003401094985747477, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.544375411933288, "total_loss": 0.05998056591727163}
{"data_time": 0.0041378161404281855, "eta_seconds": 86961.60372534231, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.6, "fast_rcnn/fg_cls_accuracy": 0.4, "iteration": 79639, "loss_box_reg": 0.010817466478329152, "loss_cls": 0.04818835866171867, "loss_rpn_cls": 0.000738306275479772, "loss_rpn_loc": 0.0021019258165324572, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5492968352045864, "total_loss": 0.06432821493535812}
{"data_time": 0.004558067070320249, "eta_seconds": 86950.75799555448, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4211076280041797, "fast_rcnn/fg_cls_accuracy": 0.5788923719958203, "iteration": 79659, "loss_box_reg": 0.011341634497512132, "loss_cls": 0.0479932299349457, "loss_rpn_cls": 0.0007685074766925482, "loss_rpn_loc": 0.003289701562607661, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5409821399953216, "total_loss": 0.0637460470940141}
{"data_time": 0.004190928069874644, "eta_seconds": 86933.34159299498, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5311355311355311, "fast_rcnn/fg_cls_accuracy": 0.46886446886446886, "iteration": 79679, "loss_box_reg": 0.010685361252399161, "loss_cls": 0.0483007223228924, "loss_rpn_cls": 0.0012770108376116696, "loss_rpn_loc": 0.0023443779846274992, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5407144941855222, "total_loss": 0.06386681866956678}
{"data_time": 0.0044180050026625395, "eta_seconds": 86929.06653597881, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4095238095238095, "fast_rcnn/fg_cls_accuracy": 0.5729323308270676, "iteration": 79699, "loss_box_reg": 0.010047708259662613, "loss_cls": 0.044577887339983135, "loss_rpn_cls": 0.0008277482447738294, "loss_rpn_loc": 0.0027800627176475246, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5503718852996826, "total_loss": 0.060043389612587816}
{"data_time": 0.004075935576111078, "eta_seconds": 86910.84245021059, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2872596153846154, "fast_rcnn/fg_cls_accuracy": 0.7127403846153846, "iteration": 79719, "loss_box_reg": 0.010053894424345344, "loss_cls": 0.051002689520828426, "loss_rpn_cls": 0.001312447755140056, "loss_rpn_loc": 0.0028890400790260173, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406905247364193, "total_loss": 0.06519488569364285}
{"data_time": 0.003528435481712222, "eta_seconds": 86899.99764110032, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.40959925442684064, "fast_rcnn/fg_cls_accuracy": 0.5431034482758621, "iteration": 79739, "loss_box_reg": 0.011184857197804376, "loss_cls": 0.04964472175925039, "loss_rpn_cls": 0.0010848483932477393, "loss_rpn_loc": 0.0027885886247531744, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5454696225933731, "total_loss": 0.06679100615133393}
{"data_time": 0.004067942965775728, "eta_seconds": 86878.52595596318, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.21666666666666667, "fast_rcnn/fg_cls_accuracy": 0.7222222222222222, "iteration": 79759, "loss_box_reg": 0.011230895877815783, "loss_cls": 0.04669463983736932, "loss_rpn_cls": 0.0010829140338728394, "loss_rpn_loc": 0.0026648042439774144, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361148931551725, "total_loss": 0.06147015762201136}
{"data_time": 0.004619908519089222, "eta_seconds": 86879.72260415624, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3457175269427113, "fast_rcnn/fg_cls_accuracy": 0.6295731707317074, "iteration": 79779, "loss_box_reg": 0.009674167406046763, "loss_cls": 0.04511910490691662, "loss_rpn_cls": 0.0009793589780997536, "loss_rpn_loc": 0.0035096618812531233, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5431206410285085, "total_loss": 0.06069129319462263}
{"data_time": 0.004080192884430289, "eta_seconds": 86868.8776184672, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5357142857142857, "fast_rcnn/fg_cls_accuracy": 0.4642857142857143, "iteration": 79799, "loss_box_reg": 0.01027217466617003, "loss_cls": 0.04793501796666533, "loss_rpn_cls": 0.000767021708725224, "loss_rpn_loc": 0.0024085321456368547, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5454341443255544, "total_loss": 0.06132024615408227}
{"data_time": 0.0037615117616951466, "eta_seconds": 86863.9921572518, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.39073226544622425, "fast_rcnn/fg_cls_accuracy": 0.5843873517786562, "iteration": 79819, "loss_box_reg": 0.010560472961515188, "loss_cls": 0.04659957950934768, "loss_rpn_cls": 0.0014633476866947603, "loss_rpn_loc": 0.0021288918251229916, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5452010047156364, "total_loss": 0.06065032108165269}
{"data_time": 0.004035358550027013, "eta_seconds": 86863.72865668405, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4236842105263158, "fast_rcnn/fg_cls_accuracy": 0.5763157894736842, "iteration": 79839, "loss_box_reg": 0.011195318191312253, "loss_cls": 0.052234159025829285, "loss_rpn_cls": 0.0010076722189751308, "loss_rpn_loc": 0.0030473213064396987, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.537853124551475, "total_loss": 0.06744773979903584}
{"data_time": 0.004150596680119634, "eta_seconds": 86842.30069767614, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.32671957671957674, "fast_rcnn/fg_cls_accuracy": 0.6732804232804233, "iteration": 79859, "loss_box_reg": 0.010593456303467974, "loss_cls": 0.052326375618577003, "loss_rpn_cls": 0.0015142658262448094, "loss_rpn_loc": 0.0038470808176498394, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5432838934939355, "total_loss": 0.06798092232088493}
{"data_time": 0.003966033924371004, "eta_seconds": 86825.49767571106, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4788838612368024, "fast_rcnn/fg_cls_accuracy": 0.4722222222222222, "iteration": 79879, "loss_box_reg": 0.011519551248056814, "loss_cls": 0.048513572197407484, "loss_rpn_cls": 0.00117733187983049, "loss_rpn_loc": 0.0026513704578974284, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5356647274456918, "total_loss": 0.06463194114013504}
{"data_time": 0.004135675961151719, "eta_seconds": 86813.2391682181, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1975609756097561, "fast_rcnn/fg_cls_accuracy": 0.802439024390244, "iteration": 79899, "loss_box_reg": 0.010931264696409926, "loss_cls": 0.045841587241739035, "loss_rpn_cls": 0.0006822177304002253, "loss_rpn_loc": 0.0031206278945319355, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380033915862441, "total_loss": 0.062329482277732495}
{"data_time": 0.0039383708499372005, "eta_seconds": 86809.76350831264, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.28968253968253965, "fast_rcnn/fg_cls_accuracy": 0.6965811965811965, "iteration": 79919, "loss_box_reg": 0.01031065481947735, "loss_cls": 0.046328320750035346, "loss_rpn_cls": 0.0017003225693770219, "loss_rpn_loc": 0.00257580455581774, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5459205880761147, "total_loss": 0.06182350314111318}
{"data_time": 0.004130928544327617, "eta_seconds": 86792.96271864395, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3973684210526316, "fast_rcnn/fg_cls_accuracy": 0.6026315789473684, "iteration": 79939, "loss_box_reg": 0.010659613879397511, "loss_cls": 0.0482048342237249, "loss_rpn_cls": 0.0016378809514208115, "loss_rpn_loc": 0.003362744751939317, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5436085839755833, "total_loss": 0.06541632175748191}
{"data_time": 0.004401197424158454, "eta_seconds": 86770.09112847713, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4395032051282051, "fast_rcnn/fg_cls_accuracy": 0.5604967948717949, "iteration": 79959, "loss_box_reg": 0.011233144934521988, "loss_cls": 0.04758207779377699, "loss_rpn_cls": 0.0007977864743793361, "loss_rpn_loc": 0.002156997095880797, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5410213745199144, "total_loss": 0.06376253129030829}
{"data_time": 0.004432670772075653, "eta_seconds": 86759.24764572852, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34408602150537637, "fast_rcnn/fg_cls_accuracy": 0.6397849462365591, "iteration": 79979, "loss_box_reg": 0.011163017654325813, "loss_cls": 0.047218597785104066, "loss_rpn_cls": 0.0013452759183110174, "loss_rpn_loc": 0.0029404733213596046, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5375870449934155, "total_loss": 0.06324842703918421}
{"data_time": 0.0037301627453416586, "eta_seconds": 86759.01512266672, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4658408408408409, "fast_rcnn/fg_cls_accuracy": 0.5341591591591592, "iteration": 79999, "loss_box_reg": 0.01021424139617011, "loss_cls": 0.0516354579012841, "loss_rpn_cls": 0.0011152281725799185, "loss_rpn_loc": 0.0023046688384056324, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5496201745700091, "total_loss": 0.06478414104094554}
{"data_time": 0.003920195857062936, "eta_seconds": 86748.97812132491, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26099290780141843, "fast_rcnn/fg_cls_accuracy": 0.7390070921985815, "iteration": 80019, "loss_box_reg": 0.010647497256286442, "loss_cls": 0.04898679460166022, "loss_rpn_cls": 0.0007186369399505566, "loss_rpn_loc": 0.0023044834033498773, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422875850927085, "total_loss": 0.06155646610994836}
{"data_time": 0.003937015542760491, "eta_seconds": 86738.13321122667, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.29707792207792205, "fast_rcnn/fg_cls_accuracy": 0.6574675324675325, "iteration": 80039, "loss_box_reg": 0.011798019811976701, "loss_cls": 0.04778045497369021, "loss_rpn_cls": 0.0011254428995357557, "loss_rpn_loc": 0.0028526666937978007, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416650699917227, "total_loss": 0.06421326223511414}
{"data_time": 0.004017545375972986, "eta_seconds": 86715.8737147341, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.37777777777777777, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 80059, "loss_box_reg": 0.01125610081362538, "loss_cls": 0.04691750695928931, "loss_rpn_cls": 0.0012204304818510536, "loss_rpn_loc": 0.002112007434334373, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536698660813272, "total_loss": 0.06329434445592597}
{"data_time": 0.0035364441573619843, "eta_seconds": 86659.3333612096, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4412162162162162, "fast_rcnn/fg_cls_accuracy": 0.525, "iteration": 80079, "loss_box_reg": 0.01029864011798054, "loss_cls": 0.04944432736374438, "loss_rpn_cls": 0.0010647510865169352, "loss_rpn_loc": 0.002335102530196309, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350635170470923, "total_loss": 0.06401649709681578}
{"data_time": 0.00391777022741735, "eta_seconds": 86624.75653623277, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30366847826086957, "fast_rcnn/fg_cls_accuracy": 0.6963315217391304, "iteration": 80099, "loss_box_reg": 0.01064256700919941, "loss_cls": 0.04701237264089286, "loss_rpn_cls": 0.0009024947469242761, "loss_rpn_loc": 0.0030411221814574674, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.538649968104437, "total_loss": 0.06262777500177208}
{"data_time": 0.00369391031563282, "eta_seconds": 86570.08333650138, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34692513368983957, "fast_rcnn/fg_cls_accuracy": 0.6383689839572193, "iteration": 80119, "loss_box_reg": 0.010592094593448564, "loss_cls": 0.04590723151341081, "loss_rpn_cls": 0.0010280167305722898, "loss_rpn_loc": 0.0027246566787653137, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5414629788137972, "total_loss": 0.06376471802173}
{"data_time": 0.00474928948096931, "eta_seconds": 86559.2540217815, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32991202346041054, "fast_rcnn/fg_cls_accuracy": 0.602852852852853, "iteration": 80139, "loss_box_reg": 0.010791174863697961, "loss_cls": 0.04966452601365745, "loss_rpn_cls": 0.0009891029138771046, "loss_rpn_loc": 0.0031689752322563436, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5341747496277094, "total_loss": 0.06417747393186346}
{"data_time": 0.00417420151643455, "eta_seconds": 86576.11079326831, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.28500000000000003, "fast_rcnn/fg_cls_accuracy": 0.7150000000000001, "iteration": 80159, "loss_box_reg": 0.010938496037852019, "loss_cls": 0.04558438452659175, "loss_rpn_cls": 0.001503239294549985, "loss_rpn_loc": 0.003658101828477811, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5503628279548138, "total_loss": 0.06319538748698506}
{"data_time": 0.004102778155356646, "eta_seconds": 86597.38151608896, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.40479876160990713, "fast_rcnn/fg_cls_accuracy": 0.5374762808349146, "iteration": 80179, "loss_box_reg": 0.009902924706693739, "loss_cls": 0.04678079183213413, "loss_rpn_cls": 0.000946486066993657, "loss_rpn_loc": 0.003268325872340938, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5425140489824116, "total_loss": 0.06194262961093955}
{"data_time": 0.003973687067627907, "eta_seconds": 86592.67725537554, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.345150311968236, "fast_rcnn/fg_cls_accuracy": 0.5655813953488372, "iteration": 80199, "loss_box_reg": 0.010740729194367304, "loss_cls": 0.04878194123739377, "loss_rpn_cls": 0.0013115446249685192, "loss_rpn_loc": 0.002483704171027057, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5474467703606933, "total_loss": 0.06440837771893371}
{"data_time": 0.003976348787546158, "eta_seconds": 86588.64239612129, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.31762749445676275, "fast_rcnn/fg_cls_accuracy": 0.6690340909090908, "iteration": 80219, "loss_box_reg": 0.011272443196503446, "loss_cls": 0.0501359332120046, "loss_rpn_cls": 0.0011793636494985549, "loss_rpn_loc": 0.0027063673369411845, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5414368205238134, "total_loss": 0.06655600212411628}
{"data_time": 0.004069353919476271, "eta_seconds": 86564.87112702266, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38967611336032393, "fast_rcnn/fg_cls_accuracy": 0.6103238866396761, "iteration": 80239, "loss_box_reg": 0.01125696548842825, "loss_cls": 0.047497708117589355, "loss_rpn_cls": 0.001596240369053703, "loss_rpn_loc": 0.0027085338333563413, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379601754248142, "total_loss": 0.06558334977410141}
{"data_time": 0.0037852199748158455, "eta_seconds": 86563.92841765657, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.47916666666666663, "fast_rcnn/fg_cls_accuracy": 0.5208333333333333, "iteration": 80259, "loss_box_reg": 0.01108380444929935, "loss_cls": 0.049612856353633106, "loss_rpn_cls": 0.0009904808392775521, "loss_rpn_loc": 0.0032888127680053003, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5415122190024704, "total_loss": 0.06395267055273735}
{"data_time": 0.004108834080398083, "eta_seconds": 86570.7670763447, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5058139534883721, "fast_rcnn/fg_cls_accuracy": 0.4941860465116279, "iteration": 80279, "loss_box_reg": 0.010870125581277534, "loss_cls": 0.04629550769459456, "loss_rpn_cls": 0.0008639400398351427, "loss_rpn_loc": 0.0025406559270777507, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5442549278959632, "total_loss": 0.0630746379791276}
{"data_time": 0.00418311427347362, "eta_seconds": 86545.28873459902, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4446428571428571, "fast_rcnn/fg_cls_accuracy": 0.5553571428571429, "iteration": 80299, "loss_box_reg": 0.010190530039835721, "loss_cls": 0.04708530195057392, "loss_rpn_cls": 0.0011062929756917583, "loss_rpn_loc": 0.002749733339442173, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.545430475147441, "total_loss": 0.06192506858224078}
{"data_time": 0.003871253924444318, "eta_seconds": 86540.90661139134, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38402457757296465, "fast_rcnn/fg_cls_accuracy": 0.6064516129032258, "iteration": 80319, "loss_box_reg": 0.01002400170546025, "loss_cls": 0.04637464147526771, "loss_rpn_cls": 0.0010984371915583324, "loss_rpn_loc": 0.002769714305031812, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5480735870078206, "total_loss": 0.05884994377720432}
{"data_time": 0.003935219487175345, "eta_seconds": 86530.06738736201, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4928571428571429, "fast_rcnn/fg_cls_accuracy": 0.5071428571428571, "iteration": 80339, "loss_box_reg": 0.011125192162580788, "loss_cls": 0.047624889528378844, "loss_rpn_cls": 0.0012631345392435378, "loss_rpn_loc": 0.002638243946421426, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5505083214957267, "total_loss": 0.064036735115792}
{"data_time": 0.003925845725461841, "eta_seconds": 86519.22816333268, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4231884057971015, "fast_rcnn/fg_cls_accuracy": 0.5547619047619048, "iteration": 80359, "loss_box_reg": 0.011169652862008661, "loss_cls": 0.04845302097965032, "loss_rpn_cls": 0.0006721387537709234, "loss_rpn_loc": 0.002704609250940848, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5408274403307587, "total_loss": 0.06247986575692721}
{"data_time": 0.003928382182493806, "eta_seconds": 86549.85243571596, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.40058823529411763, "fast_rcnn/fg_cls_accuracy": 0.5994117647058823, "iteration": 80379, "loss_box_reg": 0.010882760281674564, "loss_cls": 0.04678507277276367, "loss_rpn_cls": 0.0008912592018077703, "loss_rpn_loc": 0.0032843064836924896, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5445645225699991, "total_loss": 0.06371811990391052}
{"data_time": 0.004238903522491455, "eta_seconds": 86505.7255849368, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3965721040189125, "fast_rcnn/fg_cls_accuracy": 0.5934343434343434, "iteration": 80399, "loss_box_reg": 0.010512021864997223, "loss_cls": 0.04904697433812544, "loss_rpn_cls": 0.0015229641812766204, "loss_rpn_loc": 0.002302273565874202, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5403775349259377, "total_loss": 0.06459806556847525}
{"data_time": 0.004198545590043068, "eta_seconds": 86494.88533636881, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4611295681063123, "fast_rcnn/fg_cls_accuracy": 0.5388704318936877, "iteration": 80419, "loss_box_reg": 0.010779884119983763, "loss_cls": 0.04768881620839238, "loss_rpn_cls": 0.0009518403195158953, "loss_rpn_loc": 0.0033395625796401873, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5402620485983789, "total_loss": 0.06347228892889234}
{"data_time": 0.0038722355384379625, "eta_seconds": 86517.6393053967, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.27611218568665374, "fast_rcnn/fg_cls_accuracy": 0.7238878143133463, "iteration": 80439, "loss_box_reg": 0.010644229158060625, "loss_cls": 0.04810924513731152, "loss_rpn_cls": 0.0012575694613587984, "loss_rpn_loc": 0.003110859546723077, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5450907822232693, "total_loss": 0.06299265232996731}
{"data_time": 0.004346472676843405, "eta_seconds": 86526.98791282624, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5530145530145529, "fast_rcnn/fg_cls_accuracy": 0.4407060121345836, "iteration": 80459, "loss_box_reg": 0.010722427658038214, "loss_cls": 0.04689950624015182, "loss_rpn_cls": 0.001648490597176533, "loss_rpn_loc": 0.0028847393878095318, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457984823733568, "total_loss": 0.06278228910741745}
{"data_time": 0.00399187789298594, "eta_seconds": 86521.69827486458, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4880952380952381, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 80479, "loss_box_reg": 0.011350927961757407, "loss_cls": 0.04785917000845075, "loss_rpn_cls": 0.001714061953862256, "loss_rpn_loc": 0.003068887184781488, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428859402891248, "total_loss": 0.06676774740617475}
{"data_time": 0.0038960883393883705, "eta_seconds": 86543.10680000181, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4835978835978836, "fast_rcnn/fg_cls_accuracy": 0.4952380952380952, "iteration": 80499, "loss_box_reg": 0.009829864575294778, "loss_cls": 0.04655747610377148, "loss_rpn_cls": 0.0011636716399152647, "loss_rpn_loc": 0.002834686651112861, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5400446872226894, "total_loss": 0.061542306883211495}
{"data_time": 0.0042757762130349874, "eta_seconds": 86538.92383795674, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.35815602836879434, "fast_rcnn/fg_cls_accuracy": 0.6418439716312057, "iteration": 80519, "loss_box_reg": 0.010530328523600474, "loss_cls": 0.045935157395433635, "loss_rpn_cls": 0.0008400640830643624, "loss_rpn_loc": 0.0026094928762177005, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544411270879209, "total_loss": 0.060533450415505285}
{"data_time": 0.003968643490225077, "eta_seconds": 86489.15521221771, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4736842105263158, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 80539, "loss_box_reg": 0.010295175947248936, "loss_cls": 0.04792823171010241, "loss_rpn_cls": 0.0011725361937351408, "loss_rpn_loc": 0.0030263748558354564, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5399188296869397, "total_loss": 0.0620464337954445}
{"data_time": 0.0036935668904334307, "eta_seconds": 86481.91296045785, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.327639751552795, "fast_rcnn/fg_cls_accuracy": 0.5588071348940914, "iteration": 80559, "loss_box_reg": 0.011655110109131783, "loss_cls": 0.044956878875382245, "loss_rpn_cls": 0.0007696444199041252, "loss_rpn_loc": 0.002826764732162701, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433892796281725, "total_loss": 0.062295111860748875}
{"data_time": 0.00421178201213479, "eta_seconds": 86506.3661324603, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3383736559139785, "fast_rcnn/fg_cls_accuracy": 0.6616263440860215, "iteration": 80579, "loss_box_reg": 0.010326115705538541, "loss_cls": 0.046760863973759115, "loss_rpn_cls": 0.0009905918117283363, "loss_rpn_loc": 0.002875101359677501, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.547228459501639, "total_loss": 0.06253310313240945}
{"data_time": 0.003906264901161194, "eta_seconds": 86456.61214957084, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.42181234963913394, "fast_rcnn/fg_cls_accuracy": 0.5781876503608661, "iteration": 80599, "loss_box_reg": 0.010347823088523, "loss_cls": 0.04717604105826467, "loss_rpn_cls": 0.0007747202619441396, "loss_rpn_loc": 0.002500678125215927, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410017785616219, "total_loss": 0.06113629043647961}
{"data_time": 0.0036606413777917624, "eta_seconds": 86440.2119864747, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36764705882352944, "fast_rcnn/fg_cls_accuracy": 0.6323529411764706, "iteration": 80619, "loss_box_reg": 0.010735308489529416, "loss_cls": 0.047196440980769694, "loss_rpn_cls": 0.0008316581264580236, "loss_rpn_loc": 0.0022239603458729107, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5446619959548116, "total_loss": 0.06194855683474998}
{"data_time": 0.004091493785381317, "eta_seconds": 86425.78615448484, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.27380952380952384, "fast_rcnn/fg_cls_accuracy": 0.7032967032967032, "iteration": 80639, "loss_box_reg": 0.009984763601096347, "loss_cls": 0.04820246447343379, "loss_rpn_cls": 0.00130527698104288, "loss_rpn_loc": 0.003674096820759587, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5450753155164421, "total_loss": 0.06266328432496948}
{"data_time": 0.004070975352078676, "eta_seconds": 86418.5180048868, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30429094714809, "fast_rcnn/fg_cls_accuracy": 0.6623160892263882, "iteration": 80659, "loss_box_reg": 0.010790247441036627, "loss_cls": 0.04768392920959741, "loss_rpn_cls": 0.001115909589259445, "loss_rpn_loc": 0.0024575000461481977, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5429273375775665, "total_loss": 0.06206232266652023}
{"data_time": 0.0039686651434749365, "eta_seconds": 86413.221399375, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.271875, "fast_rcnn/fg_cls_accuracy": 0.728125, "iteration": 80679, "loss_box_reg": 0.01053859101375565, "loss_cls": 0.04654199944343418, "loss_rpn_cls": 0.0008144203900428693, "loss_rpn_loc": 0.002560565495514311, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5456489960197359, "total_loss": 0.06060733360970971}
{"data_time": 0.004639223916456103, "eta_seconds": 86393.24652954983, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.27618577075098816, "fast_rcnn/fg_cls_accuracy": 0.677938808373591, "iteration": 80699, "loss_box_reg": 0.010790400643600151, "loss_cls": 0.04847321636043489, "loss_rpn_cls": 0.0007767578252355634, "loss_rpn_loc": 0.002902003121562302, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5424461525399238, "total_loss": 0.06357017518394059}
{"data_time": 0.003868160070851445, "eta_seconds": 86391.52602427709, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34584717607973425, "fast_rcnn/fg_cls_accuracy": 0.6450258397932817, "iteration": 80719, "loss_box_reg": 0.0095685638661962, "loss_cls": 0.04710384231293574, "loss_rpn_cls": 0.000919888297403304, "loss_rpn_loc": 0.002812678398186108, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5462784268893301, "total_loss": 0.060825495918606975}
{"data_time": 0.004089042544364929, "eta_seconds": 86371.55344625982, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3717870257037944, "fast_rcnn/fg_cls_accuracy": 0.6282129742962057, "iteration": 80739, "loss_box_reg": 0.011120337847387418, "loss_cls": 0.04928541276603937, "loss_rpn_cls": 0.0012528501809470072, "loss_rpn_loc": 0.003358375011885073, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5387119713705033, "total_loss": 0.06505271051503314}
{"data_time": 0.0040668032597750425, "eta_seconds": 86364.28305091709, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5192554557124518, "fast_rcnn/fg_cls_accuracy": 0.4807445442875481, "iteration": 80759, "loss_box_reg": 0.00997380499029532, "loss_cls": 0.05197141048847698, "loss_rpn_cls": 0.0012303055107167893, "loss_rpn_loc": 0.002402717374934582, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372886720579118, "total_loss": 0.0657610524356187}
{"data_time": 0.004146520048379898, "eta_seconds": 86353.43606012315, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4928571428571429, "fast_rcnn/fg_cls_accuracy": 0.5071428571428571, "iteration": 80779, "loss_box_reg": 0.010417389741633087, "loss_cls": 0.048619098495692015, "loss_rpn_cls": 0.0013940236676717177, "loss_rpn_loc": 0.002800000373099465, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5470783337950706, "total_loss": 0.06363971697737725}
{"data_time": 0.003994952421635389, "eta_seconds": 86316.97882661037, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38742964352720455, "fast_rcnn/fg_cls_accuracy": 0.6125703564727956, "iteration": 80799, "loss_box_reg": 0.010885042371228337, "loss_cls": 0.04689725104253739, "loss_rpn_cls": 0.0010675778738686859, "loss_rpn_loc": 0.003326033092889702, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5355642959475517, "total_loss": 0.06488539462873177}
{"data_time": 0.0036987022031098604, "eta_seconds": 86284.60086868796, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.45, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 80819, "loss_box_reg": 0.011219102394534275, "loss_cls": 0.051122888224199414, "loss_rpn_cls": 0.0013388286236022395, "loss_rpn_loc": 0.0026001547594205476, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5402651485055685, "total_loss": 0.06627116641311659}
{"data_time": 0.0040366631001234055, "eta_seconds": 86295.29127971642, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.31280193236714976, "fast_rcnn/fg_cls_accuracy": 0.6692242114236999, "iteration": 80839, "loss_box_reg": 0.012017971544992179, "loss_cls": 0.04870802949881181, "loss_rpn_cls": 0.0011596624918865928, "loss_rpn_loc": 0.0028149380450486206, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5398868541233242, "total_loss": 0.06364166681316874}
{"data_time": 0.003965713549405336, "eta_seconds": 86278.20116519392, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6418439716312057, "iteration": 80859, "loss_box_reg": 0.010995747899869457, "loss_cls": 0.0474007700686343, "loss_rpn_cls": 0.001393127062158328, "loss_rpn_loc": 0.0028918227144458797, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540977644501254, "total_loss": 0.06233364853915191}
{"data_time": 0.0038853532169014215, "eta_seconds": 86279.7013922974, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.27386363636363636, "fast_rcnn/fg_cls_accuracy": 0.7261363636363636, "iteration": 80879, "loss_box_reg": 0.010852504841750488, "loss_cls": 0.05038697179406881, "loss_rpn_cls": 0.0004571888418922754, "loss_rpn_loc": 0.0021200414485065266, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5389948971569538, "total_loss": 0.06520706958201572}
{"data_time": 0.0037284144200384617, "eta_seconds": 86278.06799995247, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 80899, "loss_box_reg": 0.009915258211549371, "loss_cls": 0.04963434208184481, "loss_rpn_cls": 0.001030358049320057, "loss_rpn_loc": 0.0031856450805207714, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5391782359220088, "total_loss": 0.06381734933279404}
{"data_time": 0.004120023921132088, "eta_seconds": 86245.75650048279, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3737373737373737, "fast_rcnn/fg_cls_accuracy": 0.6094080338266386, "iteration": 80919, "loss_box_reg": 0.01110669266199693, "loss_cls": 0.04967733076773584, "loss_rpn_cls": 0.0013068854839275446, "loss_rpn_loc": 0.0023583475704072043, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5395558143500239, "total_loss": 0.06645549436370857}
{"data_time": 0.004138563061133027, "eta_seconds": 86213.51913407957, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 80939, "loss_box_reg": 0.01006808431702666, "loss_cls": 0.04650993621908128, "loss_rpn_cls": 0.0010104454755719416, "loss_rpn_loc": 0.0033166844114020932, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5326339153107256, "total_loss": 0.06056778265065077}
{"data_time": 0.004030172014608979, "eta_seconds": 86208.71339391638, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.43163340724316335, "fast_rcnn/fg_cls_accuracy": 0.5683665927568367, "iteration": 80959, "loss_box_reg": 0.011002709390595555, "loss_cls": 0.04679637565277517, "loss_rpn_cls": 0.0010914353988482617, "loss_rpn_loc": 0.0031233044901455287, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5426352403592318, "total_loss": 0.061299559998701625}
{"data_time": 0.004402914317324758, "eta_seconds": 86209.26405525883, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4214235377026075, "fast_rcnn/fg_cls_accuracy": 0.5785764622973926, "iteration": 80979, "loss_box_reg": 0.010939637606497854, "loss_cls": 0.05111767089692876, "loss_rpn_cls": 0.0013649609951471575, "loss_rpn_loc": 0.0029750225385214435, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5490008301567286, "total_loss": 0.06776278463530616}
{"data_time": 0.004832106409594417, "eta_seconds": 86196.29144336237, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.45377867746288797, "fast_rcnn/fg_cls_accuracy": 0.546221322537112, "iteration": 80999, "loss_box_reg": 0.01057089984533377, "loss_cls": 0.04609342978801578, "loss_rpn_cls": 0.0012142992607664382, "loss_rpn_loc": 0.002378499519181787, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454444761853665, "total_loss": 0.06158180451717499}
{"data_time": 0.00482338503934443, "eta_seconds": 86190.04040969536, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3412903225806452, "fast_rcnn/fg_cls_accuracy": 0.6587096774193548, "iteration": 81019, "loss_box_reg": 0.010180624201893806, "loss_cls": 0.04743161692749709, "loss_rpn_cls": 0.0008536744514913153, "loss_rpn_loc": 0.0032122933625942096, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5434568666387349, "total_loss": 0.06311061395513207}
{"data_time": 0.00486228964291513, "eta_seconds": 86183.15955216251, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 81039, "loss_box_reg": 0.010229955601971596, "loss_cls": 0.046930571435950696, "loss_rpn_cls": 0.0010440050308488935, "loss_rpn_loc": 0.0027094532415503636, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5443317876197398, "total_loss": 0.06252057136453004}
{"data_time": 0.004135135794058442, "eta_seconds": 86185.06392683391, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4358974358974359, "fast_rcnn/fg_cls_accuracy": 0.5641025641025641, "iteration": 81059, "loss_box_reg": 0.010366296133724973, "loss_cls": 0.050300179747864604, "loss_rpn_cls": 0.0014925919431334478, "loss_rpn_loc": 0.0026640724754543044, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5426180760841817, "total_loss": 0.064969715999041}
{"data_time": 0.004104860592633486, "eta_seconds": 86185.16644174792, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3289911308203991, "fast_rcnn/fg_cls_accuracy": 0.6710088691796009, "iteration": 81079, "loss_box_reg": 0.01036390135413967, "loss_cls": 0.046599404042353854, "loss_rpn_cls": 0.0011115601607798453, "loss_rpn_loc": 0.0026768571442516986, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5407250188291073, "total_loss": 0.06057496641631133}
{"data_time": 0.0045606044586747885, "eta_seconds": 86179.63514346723, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.23673469387755103, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 81099, "loss_box_reg": 0.010672579606762156, "loss_cls": 0.04938746686093509, "loss_rpn_cls": 0.001113889873977314, "loss_rpn_loc": 0.003040583229449112, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5415453391615301, "total_loss": 0.06532624030273837}
{"data_time": 0.003923710435628891, "eta_seconds": 86163.47386079468, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3103103103103103, "fast_rcnn/fg_cls_accuracy": 0.6896896896896897, "iteration": 81119, "loss_box_reg": 0.010380561754573137, "loss_cls": 0.04751836264040321, "loss_rpn_cls": 0.0012807810436186173, "loss_rpn_loc": 0.003366015705978498, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540822954615578, "total_loss": 0.06342686897278327}
{"data_time": 0.004200995899736881, "eta_seconds": 86161.78569004941, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3880952380952381, "fast_rcnn/fg_cls_accuracy": 0.611904761904762, "iteration": 81139, "loss_box_reg": 0.010812111577251926, "loss_cls": 0.046470117289572954, "loss_rpn_cls": 0.0013273535240330148, "loss_rpn_loc": 0.002564195168815786, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5430053733289242, "total_loss": 0.06263500975103398}
{"data_time": 0.004144247621297836, "eta_seconds": 86150.9382466001, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4119601328903654, "fast_rcnn/fg_cls_accuracy": 0.5880398671096345, "iteration": 81159, "loss_box_reg": 0.009630221407860518, "loss_cls": 0.04674894624622539, "loss_rpn_cls": 0.0009448689138480404, "loss_rpn_loc": 0.003474194647424156, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544450057670474, "total_loss": 0.0602465928931224}
{"data_time": 0.0038693896494805813, "eta_seconds": 86136.24730568472, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4633064516129032, "fast_rcnn/fg_cls_accuracy": 0.5366935483870967, "iteration": 81179, "loss_box_reg": 0.011384051671484485, "loss_cls": 0.04532655153889209, "loss_rpn_cls": 0.001627921532531218, "loss_rpn_loc": 0.002559415137511678, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.537941011833027, "total_loss": 0.06300198894928144}
{"data_time": 0.003868873231112957, "eta_seconds": 86096.41308272444, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3482142857142857, "fast_rcnn/fg_cls_accuracy": 0.6517857142857143, "iteration": 81199, "loss_box_reg": 0.010171141708269715, "loss_cls": 0.04626592918066308, "loss_rpn_cls": 0.000725767142512268, "loss_rpn_loc": 0.002392500598944025, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414272409398109, "total_loss": 0.060923433307152663}
{"data_time": 0.004031229764223099, "eta_seconds": 86114.55338679347, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.42267441860465116, "fast_rcnn/fg_cls_accuracy": 0.5642303433001108, "iteration": 81219, "loss_box_reg": 0.009848550864262506, "loss_cls": 0.04845682968152687, "loss_rpn_cls": 0.0011426950241002487, "loss_rpn_loc": 0.003202874340786366, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.545670494902879, "total_loss": 0.06254678168926375}
{"data_time": 0.0035751706454902887, "eta_seconds": 86125.17991248681, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.28035714285714286, "fast_rcnn/fg_cls_accuracy": 0.7196428571428571, "iteration": 81239, "loss_box_reg": 0.010473025206010789, "loss_cls": 0.05037700023967773, "loss_rpn_cls": 0.0013094556858845863, "loss_rpn_loc": 0.0020402986665430944, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5453443231526762, "total_loss": 0.06588985091570976}
{"data_time": 0.0035855360329151154, "eta_seconds": 86132.49863557494, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3944444444444445, "fast_rcnn/fg_cls_accuracy": 0.5727272727272728, "iteration": 81259, "loss_box_reg": 0.011015380558092147, "loss_cls": 0.045659649884328246, "loss_rpn_cls": 0.0013543584540229858, "loss_rpn_loc": 0.0029954519341117702, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5469176592305303, "total_loss": 0.06211279001877301}
{"data_time": 0.004088310524821281, "eta_seconds": 86115.68427015957, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 81279, "loss_box_reg": 0.010415998112875968, "loss_cls": 0.04828069335781038, "loss_rpn_cls": 0.0008171659346771776, "loss_rpn_loc": 0.002455971796734957, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366456578485668, "total_loss": 0.06384879678958555}
{"data_time": 0.003859824500977993, "eta_seconds": 86110.79472829564, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2899159663865546, "fast_rcnn/fg_cls_accuracy": 0.7100840336134454, "iteration": 81299, "loss_box_reg": 0.010324851638870314, "loss_cls": 0.0472136233584024, "loss_rpn_cls": 0.0008439948067007208, "loss_rpn_loc": 0.0027516197151271626, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5477978605777025, "total_loss": 0.06404713459079403}
{"data_time": 0.003710230113938451, "eta_seconds": 86069.62652952853, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23497536945812808, "fast_rcnn/fg_cls_accuracy": 0.765024630541872, "iteration": 81319, "loss_box_reg": 0.011396871093893424, "loss_cls": 0.046744085499085486, "loss_rpn_cls": 0.0008657477051201568, "loss_rpn_loc": 0.0021482767588167917, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.537903000600636, "total_loss": 0.06295708122661381}
{"data_time": 0.003633646760135889, "eta_seconds": 86034.97899181838, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.527027027027027, "fast_rcnn/fg_cls_accuracy": 0.472972972972973, "iteration": 81339, "loss_box_reg": 0.009895102615701035, "loss_cls": 0.05074968165718019, "loss_rpn_cls": 0.001042497810885834, "loss_rpn_loc": 0.003976917136242264, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334662341047078, "total_loss": 0.06771486007301064}
{"data_time": 0.003961272072046995, "eta_seconds": 86027.69653107529, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.32237196765498655, "fast_rcnn/fg_cls_accuracy": 0.6362637362637362, "iteration": 81359, "loss_box_reg": 0.010532222338952124, "loss_cls": 0.04710765078198165, "loss_rpn_cls": 0.0005850618751992442, "loss_rpn_loc": 0.002269342865474755, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367670103441924, "total_loss": 0.06127679751790538}
{"data_time": 0.003987634554505348, "eta_seconds": 85986.16768992343, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.27096436058700213, "fast_rcnn/fg_cls_accuracy": 0.7284580498866213, "iteration": 81379, "loss_box_reg": 0.010668529983377084, "loss_cls": 0.04826568462885916, "loss_rpn_cls": 0.0010250385224708225, "loss_rpn_loc": 0.0024437758438580204, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375018147751689, "total_loss": 0.0639095641959102}
{"data_time": 0.003930833889171481, "eta_seconds": 85978.89849629207, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3119047619047619, "fast_rcnn/fg_cls_accuracy": 0.6880952380952381, "iteration": 81399, "loss_box_reg": 0.011156156368087977, "loss_cls": 0.049763227929361165, "loss_rpn_cls": 0.0006172532703914158, "loss_rpn_loc": 0.002642096071213018, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402626164723188, "total_loss": 0.06519895030817224}
{"data_time": 0.0040800131391733885, "eta_seconds": 85963.11713396246, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3913871951219512, "fast_rcnn/fg_cls_accuracy": 0.6086128048780488, "iteration": 81419, "loss_box_reg": 0.010180729674175382, "loss_cls": 0.04680743650533259, "loss_rpn_cls": 0.0007858154685322916, "loss_rpn_loc": 0.0030811718752374873, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5361856035888195, "total_loss": 0.06146284226451826}
{"data_time": 0.004407340893521905, "eta_seconds": 85948.52776612807, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40212765957446805, "fast_rcnn/fg_cls_accuracy": 0.597872340425532, "iteration": 81439, "loss_box_reg": 0.01023941274615936, "loss_cls": 0.04517054930329323, "loss_rpn_cls": 0.0008622986799480259, "loss_rpn_loc": 0.0025727017637109384, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5432644835673273, "total_loss": 0.06119731664182382}
{"data_time": 0.0038994229398667812, "eta_seconds": 85930.48888209625, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43333333333333335, "fast_rcnn/fg_cls_accuracy": 0.5666666666666667, "iteration": 81459, "loss_box_reg": 0.011465076880995184, "loss_cls": 0.0525855899322778, "loss_rpn_cls": 0.0006350219452713191, "loss_rpn_loc": 0.0020751637839566683, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5426199990324676, "total_loss": 0.06617922191503567}
{"data_time": 0.004250183003023267, "eta_seconds": 85886.80930615496, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.26744186046511625, "fast_rcnn/fg_cls_accuracy": 0.7325581395348837, "iteration": 81479, "loss_box_reg": 0.01058659070986323, "loss_cls": 0.04664806684013456, "loss_rpn_cls": 0.001337907595939214, "loss_rpn_loc": 0.0027914443671761546, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389021821320057, "total_loss": 0.06148514600067756}
{"data_time": 0.003893525106832385, "eta_seconds": 85849.69890091475, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42735949098621423, "fast_rcnn/fg_cls_accuracy": 0.5726405090137858, "iteration": 81499, "loss_box_reg": 0.009571936214342713, "loss_cls": 0.04867205291520804, "loss_rpn_cls": 0.0008341230227415508, "loss_rpn_loc": 0.002512619557819562, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392427551560104, "total_loss": 0.06199060205133833}
{"data_time": 0.0038194169756025076, "eta_seconds": 85825.6405551103, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3980263157894737, "fast_rcnn/fg_cls_accuracy": 0.6019736842105263, "iteration": 81519, "loss_box_reg": 0.011718418827513233, "loss_cls": 0.04791133967228234, "loss_rpn_cls": 0.0008354048335093012, "loss_rpn_loc": 0.002877549166441895, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374183075036854, "total_loss": 0.06585023842808368}
{"data_time": 0.004226288758218288, "eta_seconds": 85811.7241401698, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5090425531914894, "fast_rcnn/fg_cls_accuracy": 0.4909574468085106, "iteration": 81539, "loss_box_reg": 0.01014215761097148, "loss_cls": 0.04815911297919229, "loss_rpn_cls": 0.0011589184514377848, "loss_rpn_loc": 0.0029170563957450213, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5332245314493775, "total_loss": 0.06461567281917269}
{"data_time": 0.003992345649749041, "eta_seconds": 85803.97849074798, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4668803418803419, "fast_rcnn/fg_cls_accuracy": 0.5331196581196581, "iteration": 81559, "loss_box_reg": 0.01100324880098924, "loss_cls": 0.04734190343879163, "loss_rpn_cls": 0.001276449623105691, "loss_rpn_loc": 0.003117173080681823, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5437387167476118, "total_loss": 0.06317947279620739}
{"data_time": 0.003957543987780809, "eta_seconds": 85790.06285464461, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.36939102564102566, "fast_rcnn/fg_cls_accuracy": 0.6306089743589745, "iteration": 81579, "loss_box_reg": 0.012104561610613018, "loss_cls": 0.04955731105292216, "loss_rpn_cls": 0.0009663129765158374, "loss_rpn_loc": 0.0029223838209873065, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420554329175502, "total_loss": 0.06790548599587964}
{"data_time": 0.003832658287137747, "eta_seconds": 85761.20581953926, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4875, "fast_rcnn/fg_cls_accuracy": 0.5125, "iteration": 81599, "loss_box_reg": 0.010476367315277457, "loss_cls": 0.04824544332223013, "loss_rpn_cls": 0.000608932974387244, "loss_rpn_loc": 0.0027524858342076186, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377007315400988, "total_loss": 0.06216224131060244}
{"data_time": 0.00391036132350564, "eta_seconds": 85739.77723968914, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4731934731934732, "fast_rcnn/fg_cls_accuracy": 0.5268065268065267, "iteration": 81619, "loss_box_reg": 0.011111946136225015, "loss_cls": 0.05167976475786418, "loss_rpn_cls": 0.0009997930731060478, "loss_rpn_loc": 0.0032201782341871876, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417767819017172, "total_loss": 0.0682279389679934}
{"data_time": 0.004233020357787609, "eta_seconds": 85716.66307419213, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2236111111111111, "fast_rcnn/fg_cls_accuracy": 0.7551470588235294, "iteration": 81639, "loss_box_reg": 0.009689922240795568, "loss_cls": 0.04832024755887687, "loss_rpn_cls": 0.0006251956529013114, "loss_rpn_loc": 0.0027335524864611216, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5391584294848144, "total_loss": 0.061383571839996875}
{"data_time": 0.004555215360596776, "eta_seconds": 85672.9430092189, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4551282051282051, "fast_rcnn/fg_cls_accuracy": 0.5416666666666667, "iteration": 81659, "loss_box_reg": 0.011417874717153609, "loss_cls": 0.04860144876874983, "loss_rpn_cls": 0.0011463058889376043, "loss_rpn_loc": 0.0027788403604063205, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5326967965811491, "total_loss": 0.06472977367275234}
{"data_time": 0.00438076606951654, "eta_seconds": 85625.11826801347, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3547641073080481, "fast_rcnn/fg_cls_accuracy": 0.6452358926919519, "iteration": 81679, "loss_box_reg": 0.010416360484668985, "loss_cls": 0.04694053216371685, "loss_rpn_cls": 0.000665294809664374, "loss_rpn_loc": 0.0023667155273869867, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.539975224994123, "total_loss": 0.06077636725484581}
{"data_time": 0.004990167682990432, "eta_seconds": 85602.43971797568, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3234524847428073, "fast_rcnn/fg_cls_accuracy": 0.6765475152571927, "iteration": 81699, "loss_box_reg": 0.010917436942690983, "loss_cls": 0.04792857661959715, "loss_rpn_cls": 0.0005802513994694891, "loss_rpn_loc": 0.003579947675461881, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405633233021945, "total_loss": 0.06455940651790115}
{"data_time": 0.003615391906350851, "eta_seconds": 85591.6245696547, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3015151515151515, "fast_rcnn/fg_cls_accuracy": 0.6899038461538461, "iteration": 81719, "loss_box_reg": 0.01040618380648084, "loss_cls": 0.04632601415505633, "loss_rpn_cls": 0.0016458322509151913, "loss_rpn_loc": 0.0029973351483931765, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5439850655384362, "total_loss": 0.06149158164510027}
{"data_time": 0.0038710273802280426, "eta_seconds": 85587.73367837793, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43617021276595747, "fast_rcnn/fg_cls_accuracy": 0.5638297872340425, "iteration": 81739, "loss_box_reg": 0.01041498372796923, "loss_cls": 0.04893395025283098, "loss_rpn_cls": 0.0008136775568345911, "loss_rpn_loc": 0.002479048733221134, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.542954770848155, "total_loss": 0.06301588261806046}
{"data_time": 0.0043504328932613134, "eta_seconds": 85634.92379452335, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22857142857142856, "fast_rcnn/fg_cls_accuracy": 0.7266917293233083, "iteration": 81759, "loss_box_reg": 0.010724428837420419, "loss_cls": 0.04680646175984293, "loss_rpn_cls": 0.0013580588105241986, "loss_rpn_loc": 0.0023487749131163582, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5480466943699867, "total_loss": 0.06254211530404064}
{"data_time": 0.004226382356137037, "eta_seconds": 85592.72672642465, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2957516339869281, "fast_rcnn/fg_cls_accuracy": 0.6813725490196079, "iteration": 81779, "loss_box_reg": 0.010732066788477823, "loss_cls": 0.04851597920060158, "loss_rpn_cls": 0.001269768192059928, "loss_rpn_loc": 0.0032275414268951863, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5397312941495329, "total_loss": 0.06447876250649642}
{"data_time": 0.003756339894607663, "eta_seconds": 85597.19375904812, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5770308123249299, "fast_rcnn/fg_cls_accuracy": 0.39935064935064934, "iteration": 81799, "loss_box_reg": 0.010513210232602432, "loss_cls": 0.05091029836330563, "loss_rpn_cls": 0.0006946566056740267, "loss_rpn_loc": 0.0028626593339140527, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5397727724630386, "total_loss": 0.06511503437059218}
{"data_time": 0.0041197519749403, "eta_seconds": 85586.37243759516, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25377906976744186, "fast_rcnn/fg_cls_accuracy": 0.7462209302325582, "iteration": 81819, "loss_box_reg": 0.010827882098965347, "loss_cls": 0.04727819754043594, "loss_rpn_cls": 0.0014042551733837172, "loss_rpn_loc": 0.0022110021818662062, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5411477172747254, "total_loss": 0.06330161772154952}
{"data_time": 0.00395167781971395, "eta_seconds": 85591.63037560182, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.47507122507122507, "fast_rcnn/fg_cls_accuracy": 0.524928774928775, "iteration": 81839, "loss_box_reg": 0.010367918090196326, "loss_cls": 0.04717283078934997, "loss_rpn_cls": 0.0008944161410227025, "loss_rpn_loc": 0.002781145798508078, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5444646610412747, "total_loss": 0.06265836871546071}
{"data_time": 0.0037920817267149687, "eta_seconds": 85580.80702087143, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.41375661375661377, "fast_rcnn/fg_cls_accuracy": 0.5862433862433862, "iteration": 81859, "loss_box_reg": 0.010052950325189158, "loss_cls": 0.046972888871096075, "loss_rpn_cls": 0.0005507410063501084, "loss_rpn_loc": 0.002458458209730452, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5446655137930065, "total_loss": 0.061772890940915204}
{"data_time": 0.00426399358548224, "eta_seconds": 85593.7547532313, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5229166666666667, "fast_rcnn/fg_cls_accuracy": 0.471875, "iteration": 81879, "loss_box_reg": 0.010493079258594662, "loss_cls": 0.04675123409833759, "loss_rpn_cls": 0.0011221686586395663, "loss_rpn_loc": 0.0030053517257329077, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.549996510380879, "total_loss": 0.064388780448553}
{"data_time": 0.0042071896605193615, "eta_seconds": 85588.19884564495, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3299516908212561, "fast_rcnn/fg_cls_accuracy": 0.6483091787439614, "iteration": 81899, "loss_box_reg": 0.010276692133629695, "loss_cls": 0.04985620256047696, "loss_rpn_cls": 0.0018546537822885512, "loss_rpn_loc": 0.0028881926409667358, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5466319471597672, "total_loss": 0.0658805838947103}
{"data_time": 0.003899947041645646, "eta_seconds": 85594.94570014579, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.44367588932806323, "fast_rcnn/fg_cls_accuracy": 0.5403525046382189, "iteration": 81919, "loss_box_reg": 0.010682366060791537, "loss_cls": 0.04989127768203616, "loss_rpn_cls": 0.000981121569111565, "loss_rpn_loc": 0.002627699068398215, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5453652914147824, "total_loss": 0.06366116302217506}
{"data_time": 0.004142835969105363, "eta_seconds": 85633.06328964117, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.31567944250871083, "fast_rcnn/fg_cls_accuracy": 0.6227134146341464, "iteration": 81939, "loss_box_reg": 0.010862065857509151, "loss_cls": 0.045984349329955876, "loss_rpn_cls": 0.001089670410067356, "loss_rpn_loc": 0.0029022320013609715, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.538673419971019, "total_loss": 0.06341680692958107}
{"data_time": 0.0037217475473880768, "eta_seconds": 85579.46118287928, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37478260869565216, "fast_rcnn/fg_cls_accuracy": 0.6252173913043478, "iteration": 81959, "loss_box_reg": 0.009728896664455533, "loss_cls": 0.04555974749382585, "loss_rpn_cls": 0.0012427497069325, "loss_rpn_loc": 0.002901863139413763, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389801608398557, "total_loss": 0.06065213334488817}
{"data_time": 0.004064843989908695, "eta_seconds": 85568.63115001656, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38585607940446653, "fast_rcnn/fg_cls_accuracy": 0.6141439205955335, "iteration": 81979, "loss_box_reg": 0.010302714246790856, "loss_cls": 0.04800071124918759, "loss_rpn_cls": 0.0007142516172962132, "loss_rpn_loc": 0.0025917398925230373, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5462974368128926, "total_loss": 0.05983851306643828}
{"data_time": 0.004262987058609724, "eta_seconds": 85551.62869395269, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3090277777777778, "fast_rcnn/fg_cls_accuracy": 0.6805555555555556, "iteration": 81999, "loss_box_reg": 0.010085811925819144, "loss_cls": 0.04618329060031101, "loss_rpn_cls": 0.0006305232921022252, "loss_rpn_loc": 0.0031523066754743923, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.55179373617284, "total_loss": 0.06166179820127127}
{"data_time": 0.004263147944584489, "eta_seconds": 85517.97022324824, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4128787878787879, "fast_rcnn/fg_cls_accuracy": 0.5871212121212122, "iteration": 82019, "loss_box_reg": 0.009865175874438137, "loss_cls": 0.04755412554368377, "loss_rpn_cls": 0.0010731454175925137, "loss_rpn_loc": 0.0018555428687250242, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5402289729099721, "total_loss": 0.06478466342150568}
{"data_time": 0.0038585136644542217, "eta_seconds": 85507.14386182209, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 82039, "loss_box_reg": 0.010325369890779257, "loss_cls": 0.047255293087800965, "loss_rpn_cls": 0.0009937714471561776, "loss_rpn_loc": 0.0029791499218845274, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418294055853039, "total_loss": 0.06187967771069225}
{"data_time": 0.0039047321770340204, "eta_seconds": 85501.58262047684, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4399249061326658, "fast_rcnn/fg_cls_accuracy": 0.5258249641319943, "iteration": 82059, "loss_box_reg": 0.00988755834987387, "loss_cls": 0.04788123595062643, "loss_rpn_cls": 0.0011638570158538641, "loss_rpn_loc": 0.0027041661596740596, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425764515530318, "total_loss": 0.06386409961942263}
{"data_time": 0.0036127844359725714, "eta_seconds": 85490.70878558722, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3153812056737589, "fast_rcnn/fg_cls_accuracy": 0.6846187943262412, "iteration": 82079, "loss_box_reg": 0.010365414957050234, "loss_cls": 0.04709090877440758, "loss_rpn_cls": 0.0013191408547044148, "loss_rpn_loc": 0.0026852801529457793, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405071354471147, "total_loss": 0.06222142055045765}
{"data_time": 0.0042488365434110165, "eta_seconds": 85490.49665160617, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4891304347826087, "fast_rcnn/fg_cls_accuracy": 0.5008695652173913, "iteration": 82099, "loss_box_reg": 0.011641535820672289, "loss_cls": 0.05070228176191449, "loss_rpn_cls": 0.0006608518703501431, "loss_rpn_loc": 0.002979033626616001, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5440039697568864, "total_loss": 0.06744778449979094}
{"data_time": 0.004420417593792081, "eta_seconds": 85479.66828488884, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3509852216748769, "fast_rcnn/fg_cls_accuracy": 0.6490147783251232, "iteration": 82119, "loss_box_reg": 0.010422030609333888, "loss_cls": 0.05018886271864176, "loss_rpn_cls": 0.0011992884492428857, "loss_rpn_loc": 0.002340300805371953, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5441194081213325, "total_loss": 0.06436468443598642}
{"data_time": 0.004056644858792424, "eta_seconds": 85451.56527241925, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.39943074003795065, "fast_rcnn/fg_cls_accuracy": 0.6005692599620494, "iteration": 82139, "loss_box_reg": 0.010852179140783846, "loss_cls": 0.0489239739254117, "loss_rpn_cls": 0.0011739464741822303, "loss_rpn_loc": 0.0028357399514788995, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388930852059275, "total_loss": 0.0648666799247053}
{"data_time": 0.003874468617141247, "eta_seconds": 85436.73592939996, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4050982800982801, "fast_rcnn/fg_cls_accuracy": 0.5949017199017199, "iteration": 82159, "loss_box_reg": 0.010920677741523832, "loss_cls": 0.049622054444625974, "loss_rpn_cls": 0.0015024524950604246, "loss_rpn_loc": 0.0023472471148124896, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5393427954986691, "total_loss": 0.06538840226303932}
{"data_time": 0.004084890708327293, "eta_seconds": 85404.79831460794, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3235157699443414, "fast_rcnn/fg_cls_accuracy": 0.6764842300556586, "iteration": 82179, "loss_box_reg": 0.010268347250530496, "loss_cls": 0.04459278495050967, "loss_rpn_cls": 0.000991897673202402, "loss_rpn_loc": 0.0022565414692508057, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5367037549149245, "total_loss": 0.05822492983656957}
{"data_time": 0.004255462437868118, "eta_seconds": 85374.22359049832, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32291666666666663, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 82199, "loss_box_reg": 0.010739621793618426, "loss_cls": 0.04756295820698142, "loss_rpn_cls": 0.0007209546620288165, "loss_rpn_loc": 0.0019487218742142431, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416620427276939, "total_loss": 0.06141785627818308}
{"data_time": 0.0042151217348873615, "eta_seconds": 85337.3689617042, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34035476718403546, "fast_rcnn/fg_cls_accuracy": 0.6447124304267161, "iteration": 82219, "loss_box_reg": 0.010193222347879782, "loss_cls": 0.04703947983216494, "loss_rpn_cls": 0.0012112579038330296, "loss_rpn_loc": 0.003315947047667578, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5319873860571533, "total_loss": 0.06381126793263547}
{"data_time": 0.0037899077869951725, "eta_seconds": 85321.27358635166, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 82239, "loss_box_reg": 0.009671816602349281, "loss_cls": 0.050705468049272895, "loss_rpn_cls": 0.0009892760012633062, "loss_rpn_loc": 0.002871348668122664, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5413130484521389, "total_loss": 0.06422119309621621}
{"data_time": 0.004407260101288557, "eta_seconds": 85298.7935793763, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33658076681332494, "fast_rcnn/fg_cls_accuracy": 0.6634192331866751, "iteration": 82259, "loss_box_reg": 0.009974410815630108, "loss_cls": 0.047935801558196545, "loss_rpn_cls": 0.0013875228148663155, "loss_rpn_loc": 0.0027454124738142127, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5421385946683586, "total_loss": 0.0629410213834376}
{"data_time": 0.0040578150656074286, "eta_seconds": 85294.5201324143, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4313863476425053, "fast_rcnn/fg_cls_accuracy": 0.5686136523574947, "iteration": 82279, "loss_box_reg": 0.010690033494029194, "loss_cls": 0.04914443544112146, "loss_rpn_cls": 0.0012016900350317883, "loss_rpn_loc": 0.0029558107889897656, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5402965475805104, "total_loss": 0.0647897804465174}
{"data_time": 0.0042403945699334145, "eta_seconds": 85274.55011419044, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4669811320754717, "fast_rcnn/fg_cls_accuracy": 0.5147058823529411, "iteration": 82299, "loss_box_reg": 0.010311444610124454, "loss_cls": 0.04713245469611138, "loss_rpn_cls": 0.001083287539813682, "loss_rpn_loc": 0.003131114457573858, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5413300136569887, "total_loss": 0.06406001852113263}
{"data_time": 0.0042359617073088884, "eta_seconds": 85263.73540152353, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2638888888888889, "fast_rcnn/fg_cls_accuracy": 0.7361111111111112, "iteration": 82319, "loss_box_reg": 0.010813325323397294, "loss_cls": 0.04647037945687771, "loss_rpn_cls": 0.0008887871581464424, "loss_rpn_loc": 0.0026145033807551954, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538836102001369, "total_loss": 0.06330892015148493}
{"data_time": 0.004279951099306345, "eta_seconds": 85262.07251156517, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35714285714285715, "fast_rcnn/fg_cls_accuracy": 0.6428571428571428, "iteration": 82339, "loss_box_reg": 0.011348669941071421, "loss_cls": 0.04747527273138985, "loss_rpn_cls": 0.0010414221501946486, "loss_rpn_loc": 0.002810339370626025, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5422867215238512, "total_loss": 0.06400466684999628}
{"data_time": 0.004269710276275873, "eta_seconds": 85268.14175091963, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5054945054945055, "fast_rcnn/fg_cls_accuracy": 0.49450549450549447, "iteration": 82359, "loss_box_reg": 0.009889622480841354, "loss_cls": 0.046823464101180434, "loss_rpn_cls": 0.0012093944433217985, "loss_rpn_loc": 0.00263885920503526, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5461551388725638, "total_loss": 0.06254082699774699}
{"data_time": 0.0044044689275324345, "eta_seconds": 85298.10146069899, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24447174447174447, "fast_rcnn/fg_cls_accuracy": 0.6809090909090909, "iteration": 82379, "loss_box_reg": 0.01105667362571694, "loss_cls": 0.04876623896416277, "loss_rpn_cls": 0.0013147176829875207, "loss_rpn_loc": 0.0025198363728122786, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5521434154361486, "total_loss": 0.0639134052684085}
{"data_time": 0.0043233465403318405, "eta_seconds": 85328.07115084631, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3898578811369509, "fast_rcnn/fg_cls_accuracy": 0.6101421188630491, "iteration": 82399, "loss_box_reg": 0.01029463141458109, "loss_cls": 0.04781670728698373, "loss_rpn_cls": 0.0010375403230682423, "loss_rpn_loc": 0.0027365341775293928, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5445387379731983, "total_loss": 0.062398798352774065}
{"data_time": 0.00391119928099215, "eta_seconds": 85360.59296856215, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2744360902255639, "fast_rcnn/fg_cls_accuracy": 0.6909424724602203, "iteration": 82419, "loss_box_reg": 0.010595165571430698, "loss_cls": 0.04625961766578257, "loss_rpn_cls": 0.0008810129857010907, "loss_rpn_loc": 0.0030336161216837354, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5488540942315012, "total_loss": 0.06258617977925951}
{"data_time": 0.004065375542268157, "eta_seconds": 85339.6197247114, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.36010971786833856, "fast_rcnn/fg_cls_accuracy": 0.61337513061651, "iteration": 82439, "loss_box_reg": 0.009890348999761045, "loss_cls": 0.04910435061901808, "loss_rpn_cls": 0.0008778163509077785, "loss_rpn_loc": 0.003211016155546531, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5438462162856013, "total_loss": 0.06259705171351015}
{"data_time": 0.0038741540629416704, "eta_seconds": 85370.07391004218, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.41106719367588934, "fast_rcnn/fg_cls_accuracy": 0.5838008415147266, "iteration": 82459, "loss_box_reg": 0.009379009425174445, "loss_cls": 0.048413746582809836, "loss_rpn_cls": 0.0010432759384571, "loss_rpn_loc": 0.0024101567396428436, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5501419175416231, "total_loss": 0.06316335476310542}
{"data_time": 0.0039733233861625195, "eta_seconds": 85359.23608701071, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.44478764478764476, "fast_rcnn/fg_cls_accuracy": 0.5552123552123551, "iteration": 82479, "loss_box_reg": 0.010534045955864713, "loss_cls": 0.0483658853918314, "loss_rpn_cls": 0.001403772321282304, "loss_rpn_loc": 0.0031624063340132125, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5374854607507586, "total_loss": 0.06532326238846053}
{"data_time": 0.004124153405427933, "eta_seconds": 85357.47548793559, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23183760683760685, "fast_rcnn/fg_cls_accuracy": 0.7681623931623931, "iteration": 82499, "loss_box_reg": 0.010690146125853062, "loss_cls": 0.044458932359702885, "loss_rpn_cls": 0.0007326111611973829, "loss_rpn_loc": 0.0025233412197849248, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434366413392127, "total_loss": 0.05949871697794151}
{"data_time": 0.004092682618647814, "eta_seconds": 85360.93391594407, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.5945378151260504, "iteration": 82519, "loss_box_reg": 0.010497073264559731, "loss_cls": 0.047320097452029586, "loss_rpn_cls": 0.0006542409387293446, "loss_rpn_loc": 0.0024730036275286693, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392843389417976, "total_loss": 0.06459338271247361}
{"data_time": 0.004108089487999678, "eta_seconds": 85368.91713462956, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3806390977443609, "fast_rcnn/fg_cls_accuracy": 0.619360902255639, "iteration": 82539, "loss_box_reg": 0.010431083384901285, "loss_cls": 0.04831968154758215, "loss_rpn_cls": 0.0011708044929719108, "loss_rpn_loc": 0.0027242607793596108, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5425880055408925, "total_loss": 0.06289252232568288}
{"data_time": 0.0037164969835430384, "eta_seconds": 85339.25233304431, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30422401518747033, "fast_rcnn/fg_cls_accuracy": 0.684776613348042, "iteration": 82559, "loss_box_reg": 0.01096490421332419, "loss_cls": 0.04918678948888555, "loss_rpn_cls": 0.0018305538109189001, "loss_rpn_loc": 0.003704683720570756, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387181006371975, "total_loss": 0.06703490423910807}
{"data_time": 0.003930945415049791, "eta_seconds": 85314.11958518554, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4069264069264069, "fast_rcnn/fg_cls_accuracy": 0.5930735930735931, "iteration": 82579, "loss_box_reg": 0.010056954313768074, "loss_cls": 0.048316504689864814, "loss_rpn_cls": 0.0011584190210669476, "loss_rpn_loc": 0.002545653695051442, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5396906081587076, "total_loss": 0.06279329520060628}
{"data_time": 0.0037064861971884966, "eta_seconds": 85338.87945299107, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5198079231692677, "fast_rcnn/fg_cls_accuracy": 0.47566718995290425, "iteration": 82599, "loss_box_reg": 0.009995240048738196, "loss_cls": 0.048639430897310376, "loss_rpn_cls": 0.0010140576928279188, "loss_rpn_loc": 0.003964692310546525, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5462528101634234, "total_loss": 0.06594906191003247}
{"data_time": 0.0037789165508002043, "eta_seconds": 85320.04903642414, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3648648648648649, "fast_rcnn/fg_cls_accuracy": 0.6081081081081081, "iteration": 82619, "loss_box_reg": 0.010570142738288268, "loss_cls": 0.04523800214519724, "loss_rpn_cls": 0.000737296912632246, "loss_rpn_loc": 0.003227912660804577, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395103278569877, "total_loss": 0.060075029401787106}
{"data_time": 0.003942821640521288, "eta_seconds": 85356.26576356101, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4111111111111111, "fast_rcnn/fg_cls_accuracy": 0.5888888888888888, "iteration": 82639, "loss_box_reg": 0.01031831483123824, "loss_cls": 0.046388099901378155, "loss_rpn_cls": 0.0013279833182195944, "loss_rpn_loc": 0.0019172940956195816, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5511475231032819, "total_loss": 0.06308760791489476}
{"data_time": 0.003907055594027042, "eta_seconds": 85345.41729846946, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3888888888888889, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 82659, "loss_box_reg": 0.010412405681563541, "loss_cls": 0.04936847148928791, "loss_rpn_cls": 0.00119651033764967, "loss_rpn_loc": 0.002346825996937696, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.539668285055086, "total_loss": 0.06364858344397817}
{"data_time": 0.004128160187974572, "eta_seconds": 85302.72454951168, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5794117647058823, "fast_rcnn/fg_cls_accuracy": 0.42058823529411765, "iteration": 82679, "loss_box_reg": 0.010871541278902441, "loss_cls": 0.048739674501121044, "loss_rpn_cls": 0.0012845700159687112, "loss_rpn_loc": 0.0026391189130663406, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5313093026634306, "total_loss": 0.06242636004867563}
{"data_time": 0.00450035952962935, "eta_seconds": 85291.88013273966, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5118587975730833, "fast_rcnn/fg_cls_accuracy": 0.4881412024269167, "iteration": 82699, "loss_box_reg": 0.009551950555760413, "loss_cls": 0.04706819856073707, "loss_rpn_cls": 0.0013226018961063346, "loss_rpn_loc": 0.0028692014420812484, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406031236052513, "total_loss": 0.06029144871592962}
{"data_time": 0.004125932464376092, "eta_seconds": 85252.52600144525, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2952380952380952, "fast_rcnn/fg_cls_accuracy": 0.7047619047619047, "iteration": 82719, "loss_box_reg": 0.01095580996479839, "loss_cls": 0.04958705813623965, "loss_rpn_cls": 0.0010012982086493594, "loss_rpn_loc": 0.0027846648490594816, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5370000808034092, "total_loss": 0.06700542317082636}
{"data_time": 0.00461910548619926, "eta_seconds": 85241.68520999537, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45238095238095233, "fast_rcnn/fg_cls_accuracy": 0.5476190476190477, "iteration": 82739, "loss_box_reg": 0.010408924397779629, "loss_cls": 0.04551737371366471, "loss_rpn_cls": 0.001304236434862105, "loss_rpn_loc": 0.002868056431907462, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542506548576057, "total_loss": 0.06091538992188816}
{"data_time": 0.0041299990843981504, "eta_seconds": 85216.56880399794, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.5952380952380952, "iteration": 82759, "loss_box_reg": 0.010348363080993295, "loss_cls": 0.0462770881713368, "loss_rpn_cls": 0.0007859077292096117, "loss_rpn_loc": 0.002404727803877904, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5406874804757535, "total_loss": 0.06193104041300046}
{"data_time": 0.004560202360153198, "eta_seconds": 85210.3962343703, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2023486901535682, "fast_rcnn/fg_cls_accuracy": 0.7976513098464317, "iteration": 82779, "loss_box_reg": 0.010556148423347622, "loss_cls": 0.04709644947433844, "loss_rpn_cls": 0.0010167056257159857, "loss_rpn_loc": 0.002775884855509503, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5424729662481695, "total_loss": 0.062016777891130914}
{"data_time": 0.004368434427306056, "eta_seconds": 85237.65804887959, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2818100358422939, "fast_rcnn/fg_cls_accuracy": 0.7181899641577061, "iteration": 82799, "loss_box_reg": 0.010210450447630137, "loss_cls": 0.04733834112994373, "loss_rpn_cls": 0.0009560181272547652, "loss_rpn_loc": 0.0024352237342100125, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.550602147821337, "total_loss": 0.06317422577660636}
{"data_time": 0.0038133261259645224, "eta_seconds": 85226.81363210757, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.335203366058906, "fast_rcnn/fg_cls_accuracy": 0.664796633941094, "iteration": 82819, "loss_box_reg": 0.009895837982185185, "loss_cls": 0.04588026087731123, "loss_rpn_cls": 0.0007522416017309297, "loss_rpn_loc": 0.002443557219521608, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5430279292631894, "total_loss": 0.06112700586174924}
{"data_time": 0.004021594068035483, "eta_seconds": 85234.72197696869, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5465367965367965, "fast_rcnn/fg_cls_accuracy": 0.45346320346320346, "iteration": 82839, "loss_box_reg": 0.011481441091746092, "loss_cls": 0.047909202170558274, "loss_rpn_cls": 0.0011333125391956855, "loss_rpn_loc": 0.0030730975777260028, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.551540021551773, "total_loss": 0.06469837598683625}
{"data_time": 0.004193601431325078, "eta_seconds": 85223.87517375709, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4082532051282051, "fast_rcnn/fg_cls_accuracy": 0.5917467948717949, "iteration": 82859, "loss_box_reg": 0.01067535180482082, "loss_cls": 0.04805124271661043, "loss_rpn_cls": 0.0013071335868062306, "loss_rpn_loc": 0.002831677185895387, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5459743314422667, "total_loss": 0.06435419334729886}
{"data_time": 0.004295634338632226, "eta_seconds": 85151.53494987288, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5050556117290192, "fast_rcnn/fg_cls_accuracy": 0.4949443882709808, "iteration": 82879, "loss_box_reg": 0.01107494268217124, "loss_cls": 0.04890754818916321, "loss_rpn_cls": 0.00100611121916927, "loss_rpn_loc": 0.0035596997040556744, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5382944524753839, "total_loss": 0.06547261214024047}
{"data_time": 0.003750066040083766, "eta_seconds": 85140.69597418536, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.34285714285714286, "fast_rcnn/fg_cls_accuracy": 0.6443609022556391, "iteration": 82899, "loss_box_reg": 0.010101422638399526, "loss_cls": 0.04648302891291678, "loss_rpn_cls": 0.0008509850643463324, "loss_rpn_loc": 0.002120034612744348, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.543544459855184, "total_loss": 0.05968339714945614}
{"data_time": 0.0036881049163639545, "eta_seconds": 85127.59600235242, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4247083775185578, "fast_rcnn/fg_cls_accuracy": 0.5752916224814422, "iteration": 82919, "loss_box_reg": 0.01066234230529517, "loss_cls": 0.049722312251105905, "loss_rpn_cls": 0.0013573029456210861, "loss_rpn_loc": 0.0025148422937490977, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404971246607602, "total_loss": 0.06475330446352245}
{"data_time": 0.004235070198774338, "eta_seconds": 85109.16738905734, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45691609977324266, "fast_rcnn/fg_cls_accuracy": 0.5430839002267573, "iteration": 82939, "loss_box_reg": 0.010513019456993788, "loss_cls": 0.046710072725545615, "loss_rpn_cls": 0.0012279580578251625, "loss_rpn_loc": 0.0030199156499293167, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5334636080078781, "total_loss": 0.059785751170068124}
{"data_time": 0.004270624136552215, "eta_seconds": 85103.21914634085, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35833333333333334, "fast_rcnn/fg_cls_accuracy": 0.6101421188630491, "iteration": 82959, "loss_box_reg": 0.010544254211708903, "loss_cls": 0.04538477910682559, "loss_rpn_cls": 0.0007712208956718314, "loss_rpn_loc": 0.0031069551932887407, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5460163538809866, "total_loss": 0.06039260637442112}
{"data_time": 0.004048794507980347, "eta_seconds": 85087.4919464232, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4356763925729443, "fast_rcnn/fg_cls_accuracy": 0.5622710622710623, "iteration": 82979, "loss_box_reg": 0.011028675071429461, "loss_cls": 0.050531725864857435, "loss_rpn_cls": 0.0011357214883673805, "loss_rpn_loc": 0.0026646038095350377, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5436818159651011, "total_loss": 0.06729086394580008}
{"data_time": 0.003785957582294941, "eta_seconds": 85072.36928975, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3224789915966387, "fast_rcnn/fg_cls_accuracy": 0.6564171122994653, "iteration": 82999, "loss_box_reg": 0.010103811684530228, "loss_cls": 0.04556645464617759, "loss_rpn_cls": 0.001812395722936344, "loss_rpn_loc": 0.0028386403901095036, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5444307180587202, "total_loss": 0.06134701149846933}
{"data_time": 0.00422894093208015, "eta_seconds": 85065.81650378904, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.22198879551820727, "fast_rcnn/fg_cls_accuracy": 0.7780112044817926, "iteration": 83019, "loss_box_reg": 0.010336063482100144, "loss_cls": 0.04736795159988105, "loss_rpn_cls": 0.0010845421574003922, "loss_rpn_loc": 0.002275138467666693, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5402219258248806, "total_loss": 0.061609953365802994}
{"data_time": 0.004538411740213633, "eta_seconds": 85059.86577026895, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.341869918699187, "fast_rcnn/fg_cls_accuracy": 0.6324561403508772, "iteration": 83039, "loss_box_reg": 0.010524416313273832, "loss_cls": 0.05037506954977289, "loss_rpn_cls": 0.0010985627654918062, "loss_rpn_loc": 0.0024039183372224215, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442004171200097, "total_loss": 0.06595156605180819}
{"data_time": 0.004978576675057411, "eta_seconds": 85039.85776334326, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3977272727272727, "fast_rcnn/fg_cls_accuracy": 0.6022727272727273, "iteration": 83059, "loss_box_reg": 0.011252067284658551, "loss_cls": 0.044311487989034504, "loss_rpn_cls": 0.0012562712424823985, "loss_rpn_loc": 0.002518132267141482, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404138136655092, "total_loss": 0.05897114722779406}
{"data_time": 0.004140447825193405, "eta_seconds": 85038.189082233, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.29179566563467496, "fast_rcnn/fg_cls_accuracy": 0.708204334365325, "iteration": 83079, "loss_box_reg": 0.010807245795149356, "loss_cls": 0.04827107168966904, "loss_rpn_cls": 0.0007907648134732881, "loss_rpn_loc": 0.0024681576287548523, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5456307495478541, "total_loss": 0.0661828680574672}
{"data_time": 0.00420619803480804, "eta_seconds": 85022.46561852074, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.41640866873065013, "fast_rcnn/fg_cls_accuracy": 0.5835913312693499, "iteration": 83099, "loss_box_reg": 0.00981708726612851, "loss_cls": 0.0486459422390908, "loss_rpn_cls": 0.0011285675753924806, "loss_rpn_loc": 0.0024135754101735074, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5419136681593955, "total_loss": 0.061461541877179116}
{"data_time": 0.004091631388291717, "eta_seconds": 85019.20912424196, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29623567921440264, "fast_rcnn/fg_cls_accuracy": 0.7037643207855975, "iteration": 83119, "loss_box_reg": 0.01030816140701063, "loss_cls": 0.0445903068757616, "loss_rpn_cls": 0.000992787254574523, "loss_rpn_loc": 0.003048316273634555, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5450199712067842, "total_loss": 0.060180956776548555}
{"data_time": 0.00380970467813313, "eta_seconds": 85016.65666815522, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3972125435540069, "fast_rcnn/fg_cls_accuracy": 0.5905923344947734, "iteration": 83139, "loss_box_reg": 0.010101582389324903, "loss_cls": 0.04710893426090479, "loss_rpn_cls": 0.0011502945810661913, "loss_rpn_loc": 0.0036404382590262685, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395296474453062, "total_loss": 0.06319081112997083}
{"data_time": 0.004657217068597674, "eta_seconds": 85005.63320484385, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.28819635962493106, "fast_rcnn/fg_cls_accuracy": 0.7118036403750689, "iteration": 83159, "loss_box_reg": 0.011523911060066894, "loss_cls": 0.047664816374890506, "loss_rpn_cls": 0.0009558053205296346, "loss_rpn_loc": 0.0025050714539247565, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397262049373239, "total_loss": 0.061935462877443115}
{"data_time": 0.0041661858558654785, "eta_seconds": 85058.04927686858, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.47685185185185186, "fast_rcnn/fg_cls_accuracy": 0.5031616982836495, "iteration": 83179, "loss_box_reg": 0.010393293399829417, "loss_cls": 0.04807708162115887, "loss_rpn_cls": 0.0007902753865209888, "loss_rpn_loc": 0.0027909885975532234, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454222660046071, "total_loss": 0.0630569597133217}
{"data_time": 0.003935866057872772, "eta_seconds": 85101.04608434136, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6095238095238096, "iteration": 83199, "loss_box_reg": 0.009804598666960374, "loss_cls": 0.048355114238802344, "loss_rpn_cls": 0.0008874937868199595, "loss_rpn_loc": 0.0025549435631546658, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5478236065246165, "total_loss": 0.062438674061354504}
{"data_time": 0.003791122231632471, "eta_seconds": 85119.44658412854, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48282657657657657, "fast_rcnn/fg_cls_accuracy": 0.5171734234234234, "iteration": 83219, "loss_box_reg": 0.010749860084615648, "loss_cls": 0.04640807618852705, "loss_rpn_cls": 0.0008925485633426433, "loss_rpn_loc": 0.002600770749268122, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5425050500780344, "total_loss": 0.062281717508653855}
{"data_time": 0.00394476018846035, "eta_seconds": 85121.64730806532, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3155684754521964, "fast_rcnn/fg_cls_accuracy": 0.6844315245478036, "iteration": 83239, "loss_box_reg": 0.009899554133880883, "loss_cls": 0.046209417341742665, "loss_rpn_cls": 0.0006322239822225129, "loss_rpn_loc": 0.0023999632940103766, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5448426094371825, "total_loss": 0.06214854433403616}
{"data_time": 0.004111807094886899, "eta_seconds": 85122.33541294606, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.46228786926461346, "iteration": 83259, "loss_box_reg": 0.011283973202807829, "loss_cls": 0.05044388957321644, "loss_rpn_cls": 0.0013430162513259347, "loss_rpn_loc": 0.003633418436947977, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5458680200390518, "total_loss": 0.06641461063067311}
{"data_time": 0.004591367905959487, "eta_seconds": 85111.47388527775, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2528812056737589, "fast_rcnn/fg_cls_accuracy": 0.7471187943262412, "iteration": 83279, "loss_box_reg": 0.010452016838826239, "loss_cls": 0.04763763665687293, "loss_rpn_cls": 0.0006202635217960051, "loss_rpn_loc": 0.0030022536375327036, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5380549188703299, "total_loss": 0.0643062208719698}
{"data_time": 0.004031626507639885, "eta_seconds": 85106.47878423263, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4486788617886179, "fast_rcnn/fg_cls_accuracy": 0.47857142857142854, "iteration": 83299, "loss_box_reg": 0.010163970466237515, "loss_cls": 0.04992424714146182, "loss_rpn_cls": 0.0009518822425889084, "loss_rpn_loc": 0.0026272946051904, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5452886174898595, "total_loss": 0.06438670455645479}
{"data_time": 0.0037837892305105925, "eta_seconds": 85116.27535593719, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3647450110864745, "fast_rcnn/fg_cls_accuracy": 0.608739837398374, "iteration": 83319, "loss_box_reg": 0.010447010630741715, "loss_cls": 0.046247569494880736, "loss_rpn_cls": 0.0009884041328405146, "loss_rpn_loc": 0.002213433133874787, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.543817390454933, "total_loss": 0.06207577068238379}
{"data_time": 0.003974281484261155, "eta_seconds": 85091.0573040368, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2805474095796676, "fast_rcnn/fg_cls_accuracy": 0.7194525904203324, "iteration": 83339, "loss_box_reg": 0.010301051748683676, "loss_cls": 0.04641441779676825, "loss_rpn_cls": 0.0009083095292226062, "loss_rpn_loc": 0.002772505526081659, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391121546272188, "total_loss": 0.06261496106822051}
{"data_time": 0.004095903364941478, "eta_seconds": 85062.96080996608, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4125, "fast_rcnn/fg_cls_accuracy": 0.5875, "iteration": 83359, "loss_box_reg": 0.010783358477056026, "loss_cls": 0.04608671594178304, "loss_rpn_cls": 0.0006440027356120481, "loss_rpn_loc": 0.0025078878807107685, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402330821380019, "total_loss": 0.06081457154539294}
{"data_time": 0.003857098752632737, "eta_seconds": 85018.49646461592, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41621621621621624, "fast_rcnn/fg_cls_accuracy": 0.5837837837837838, "iteration": 83379, "loss_box_reg": 0.010216946509899572, "loss_cls": 0.04775539942784235, "loss_rpn_cls": 0.0013651579342877085, "loss_rpn_loc": 0.0026092365151271224, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5422794809564948, "total_loss": 0.061626157904925094}
{"data_time": 0.0037999229971319437, "eta_seconds": 84881.54965990782, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3044871794871795, "fast_rcnn/fg_cls_accuracy": 0.6955128205128205, "iteration": 83399, "loss_box_reg": 0.009872521331999451, "loss_cls": 0.046608495234977454, "loss_rpn_cls": 0.0010476171416939906, "loss_rpn_loc": 0.0034476055843697395, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5370942221488804, "total_loss": 0.06009032940232828}
{"data_time": 0.003928868332877755, "eta_seconds": 84853.03175501944, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4078309078309078, "fast_rcnn/fg_cls_accuracy": 0.5921690921690922, "iteration": 83419, "loss_box_reg": 0.010414180054794997, "loss_cls": 0.04951337608508766, "loss_rpn_cls": 0.0011042515948247456, "loss_rpn_loc": 0.0026489738083910197, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377757200039923, "total_loss": 0.06303225709973503}
{"data_time": 0.004015625920146704, "eta_seconds": 84842.19352665776, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.4913793103448276, "iteration": 83439, "loss_box_reg": 0.010476129100425169, "loss_cls": 0.046505791367962956, "loss_rpn_cls": 0.001320260273985241, "loss_rpn_loc": 0.002692460962862242, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417844289913774, "total_loss": 0.06373676009184237}
{"data_time": 0.0036278271581977606, "eta_seconds": 84807.05455586454, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4024966261808367, "fast_rcnn/fg_cls_accuracy": 0.5975033738191633, "iteration": 83459, "loss_box_reg": 0.010959107894450426, "loss_cls": 0.048707305220887065, "loss_rpn_cls": 0.001471248408165593, "loss_rpn_loc": 0.0035871880063496064, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5470014798920602, "total_loss": 0.06480489813736767}
{"data_time": 0.00419977679848671, "eta_seconds": 84796.21943221567, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4011946241911398, "fast_rcnn/fg_cls_accuracy": 0.5760162601626015, "iteration": 83479, "loss_box_reg": 0.010573242587270215, "loss_cls": 0.04861895111389458, "loss_rpn_cls": 0.0009458171602148013, "loss_rpn_loc": 0.0029996609591762535, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395408177282661, "total_loss": 0.06427185021311743}
{"data_time": 0.004374523181468248, "eta_seconds": 84761.70408765622, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.40940766550522645, "fast_rcnn/fg_cls_accuracy": 0.5905923344947734, "iteration": 83499, "loss_box_reg": 0.01007009411114268, "loss_cls": 0.04623540793545544, "loss_rpn_cls": 0.001278762409697265, "loss_rpn_loc": 0.003126971463643713, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.531338696135208, "total_loss": 0.06109880180520122}
{"data_time": 0.004519653040915728, "eta_seconds": 84750.87199021433, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29273504273504275, "fast_rcnn/fg_cls_accuracy": 0.7072649572649572, "iteration": 83519, "loss_box_reg": 0.009807024733163416, "loss_cls": 0.04272082133684307, "loss_rpn_cls": 0.0010605468983158062, "loss_rpn_loc": 0.002645777687575901, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.541849970119074, "total_loss": 0.05554937123872605}
{"data_time": 0.0037871466483920813, "eta_seconds": 84760.72277374403, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.39935064935064934, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 83539, "loss_box_reg": 0.010651507560396567, "loss_cls": 0.04821174289099872, "loss_rpn_cls": 0.001008655632119826, "loss_rpn_loc": 0.0023505481076426804, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5424759960733354, "total_loss": 0.06203096033732436}
{"data_time": 0.004345165565609932, "eta_seconds": 84773.19802822801, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3556953179594689, "fast_rcnn/fg_cls_accuracy": 0.6317385444743935, "iteration": 83559, "loss_box_reg": 0.010921216366114095, "loss_cls": 0.05082219059113413, "loss_rpn_cls": 0.0016010412759897008, "loss_rpn_loc": 0.0025977493460231926, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5476501910015941, "total_loss": 0.06768058922438058}
{"data_time": 0.004096644464880228, "eta_seconds": 84776.55444621807, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33846637335009433, "fast_rcnn/fg_cls_accuracy": 0.6615336266499057, "iteration": 83579, "loss_box_reg": 0.011313796421745792, "loss_cls": 0.0458322511985898, "loss_rpn_cls": 0.0013315512669294094, "loss_rpn_loc": 0.0033524325699545443, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5465440847910941, "total_loss": 0.06240729630397368}
{"data_time": 0.003764156950637698, "eta_seconds": 84758.1761787755, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3861111111111111, "fast_rcnn/fg_cls_accuracy": 0.6138888888888889, "iteration": 83599, "loss_box_reg": 0.010433734860271215, "loss_cls": 0.047869624628219754, "loss_rpn_cls": 0.0006660702727003809, "loss_rpn_loc": 0.0025252220511902124, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5452529485337436, "total_loss": 0.06355339179333441}
{"data_time": 0.004037444479763508, "eta_seconds": 84744.64947140263, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3086080586080586, "fast_rcnn/fg_cls_accuracy": 0.6756661991584852, "iteration": 83619, "loss_box_reg": 0.010237692331429571, "loss_cls": 0.0473307422362268, "loss_rpn_cls": 0.0009714138664094207, "loss_rpn_loc": 0.003249328183301259, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5384580206591636, "total_loss": 0.061866845621693756}
{"data_time": 0.003928133053705096, "eta_seconds": 84729.84714295971, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4110105580693816, "fast_rcnn/fg_cls_accuracy": 0.5889894419306184, "iteration": 83639, "loss_box_reg": 0.010968813236104324, "loss_cls": 0.048048786469735205, "loss_rpn_cls": 0.0008927062915233819, "loss_rpn_loc": 0.0024843169212545035, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5427025523968041, "total_loss": 0.0645115876987461}
{"data_time": 0.00400305911898613, "eta_seconds": 84698.66535315826, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2915027537372148, "fast_rcnn/fg_cls_accuracy": 0.7084972462627852, "iteration": 83659, "loss_box_reg": 0.010079867701279, "loss_cls": 0.04874704120447859, "loss_rpn_cls": 0.001060687286440043, "loss_rpn_loc": 0.002669661374966381, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5360776588786393, "total_loss": 0.06533343061812502}
{"data_time": 0.003977417713031173, "eta_seconds": 84687.83023436624, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3249128919860627, "fast_rcnn/fg_cls_accuracy": 0.6631823461091754, "iteration": 83679, "loss_box_reg": 0.009705891541671008, "loss_cls": 0.04739488509949297, "loss_rpn_cls": 0.000913576575726438, "loss_rpn_loc": 0.0025046901282621548, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5327411291655153, "total_loss": 0.06163799381545232}
{"data_time": 0.004183493554592133, "eta_seconds": 84676.99511557422, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3669871794871795, "fast_rcnn/fg_cls_accuracy": 0.6330128205128205, "iteration": 83699, "loss_box_reg": 0.010744487051852047, "loss_cls": 0.046838842099532485, "loss_rpn_cls": 0.0012558229562387169, "loss_rpn_loc": 0.0029889374163758475, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5391360081266612, "total_loss": 0.06205819139614732}
{"data_time": 0.003933347761631012, "eta_seconds": 84681.89177320083, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5111111111111111, "fast_rcnn/fg_cls_accuracy": 0.42500000000000004, "iteration": 83719, "loss_box_reg": 0.010626970615703613, "loss_cls": 0.04922531236661598, "loss_rpn_cls": 0.0013517305192181084, "loss_rpn_loc": 0.002382002490776358, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5408809063956141, "total_loss": 0.06528852786578909}
{"data_time": 0.004042093176394701, "eta_seconds": 84679.62010123255, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.47777777777777775, "fast_rcnn/fg_cls_accuracy": 0.5113695090439276, "iteration": 83739, "loss_box_reg": 0.010680052218958735, "loss_cls": 0.046542792464606464, "loss_rpn_cls": 0.0008068184506555554, "loss_rpn_loc": 0.0031307870776799973, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5449619935825467, "total_loss": 0.06065173302090443}
{"data_time": 0.0040782911237329245, "eta_seconds": 84677.44693011395, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29411764705882354, "fast_rcnn/fg_cls_accuracy": 0.7058823529411765, "iteration": 83759, "loss_box_reg": 0.010241291456623003, "loss_cls": 0.049880148842930794, "loss_rpn_cls": 0.0013479500496487162, "loss_rpn_loc": 0.002860036132915411, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5433481971267611, "total_loss": 0.06560189635695224}
{"data_time": 0.004267154959961772, "eta_seconds": 84675.58042043447, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.316008316008316, "fast_rcnn/fg_cls_accuracy": 0.6541643684500827, "iteration": 83779, "loss_box_reg": 0.009777572966413572, "loss_cls": 0.04180794022977352, "loss_rpn_cls": 0.0010461064037485812, "loss_rpn_loc": 0.002726625774812419, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5457410775125027, "total_loss": 0.058488824827918506}
{"data_time": 0.004273841390386224, "eta_seconds": 84668.26992178475, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5291153415453527, "fast_rcnn/fg_cls_accuracy": 0.4708846584546472, "iteration": 83799, "loss_box_reg": 0.010619729058817029, "loss_cls": 0.0471741589717567, "loss_rpn_cls": 0.0007388136898498487, "loss_rpn_loc": 0.00330112838128116, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5488075392786413, "total_loss": 0.06309191392631419}
{"data_time": 0.0037892514374107122, "eta_seconds": 84657.42898351653, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32311776061776065, "fast_rcnn/fg_cls_accuracy": 0.6363416988416988, "iteration": 83819, "loss_box_reg": 0.010138857731362805, "loss_cls": 0.046120592625811696, "loss_rpn_cls": 0.0008618459868330319, "loss_rpn_loc": 0.0027214351794100367, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.540588241070509, "total_loss": 0.060865395963105584}
{"data_time": 0.004479900002479553, "eta_seconds": 84653.8912363511, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.38400900900900903, "fast_rcnn/fg_cls_accuracy": 0.6159909909909911, "iteration": 83839, "loss_box_reg": 0.011012594273779541, "loss_cls": 0.04628691863035783, "loss_rpn_cls": 0.001392213177098256, "loss_rpn_loc": 0.002639181700942572, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.548248847713694, "total_loss": 0.06088204023706112}
{"data_time": 0.004458111943677068, "eta_seconds": 84635.74710698007, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5058139534883721, "fast_rcnn/fg_cls_accuracy": 0.4941860465116279, "iteration": 83859, "loss_box_reg": 0.010181820427533239, "loss_cls": 0.048993828473612666, "loss_rpn_cls": 0.0014787758506713544, "loss_rpn_loc": 0.0023377990000881255, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5378568721935153, "total_loss": 0.06446381802402357}
{"data_time": 0.003925169352442026, "eta_seconds": 84645.11263286136, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.36877828054298645, "fast_rcnn/fg_cls_accuracy": 0.6312217194570136, "iteration": 83879, "loss_box_reg": 0.009985718206735328, "loss_cls": 0.04711857857182622, "loss_rpn_cls": 0.0010785310749383825, "loss_rpn_loc": 0.0030699531198479235, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5443254299461842, "total_loss": 0.06205716845227016}
{"data_time": 0.003989892080426216, "eta_seconds": 84650.54255020898, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4386904761904762, "fast_rcnn/fg_cls_accuracy": 0.5528792912513842, "iteration": 83899, "loss_box_reg": 0.010759530414361507, "loss_cls": 0.048393955919891596, "loss_rpn_cls": 0.0015007517563390138, "loss_rpn_loc": 0.002717791521718027, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5441103528719395, "total_loss": 0.06251746823022586}
{"data_time": 0.0038262929301708937, "eta_seconds": 84664.46378386742, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4405642923219242, "fast_rcnn/fg_cls_accuracy": 0.5159574468085106, "iteration": 83919, "loss_box_reg": 0.010198872623732314, "loss_cls": 0.0448098267079331, "loss_rpn_cls": 0.0008685573939146707, "loss_rpn_loc": 0.0026475572758499766, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5466600751969963, "total_loss": 0.05937666025795352}
{"data_time": 0.004106884589418769, "eta_seconds": 84666.72207846493, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.41938997821350765, "fast_rcnn/fg_cls_accuracy": 0.5806100217864923, "iteration": 83939, "loss_box_reg": 0.011026962602045387, "loss_cls": 0.04981125652557239, "loss_rpn_cls": 0.0010651906354723906, "loss_rpn_loc": 0.0029868716446799226, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5381384470965713, "total_loss": 0.06810249507145727}
{"data_time": 0.004302604123950005, "eta_seconds": 84663.0257934155, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3292042042042042, "fast_rcnn/fg_cls_accuracy": 0.6707957957957957, "iteration": 83959, "loss_box_reg": 0.010041504632681608, "loss_cls": 0.047209333162754774, "loss_rpn_cls": 0.0012356757260931772, "loss_rpn_loc": 0.00229544578360219, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5459609201643616, "total_loss": 0.06072007829163795}
{"data_time": 0.0038680543657392263, "eta_seconds": 84652.17441130523, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.286593707250342, "fast_rcnn/fg_cls_accuracy": 0.6799095607235142, "iteration": 83979, "loss_box_reg": 0.010270826576743275, "loss_cls": 0.04767308779992163, "loss_rpn_cls": 0.0010737585952824702, "loss_rpn_loc": 0.0030048206535866484, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5486871034372598, "total_loss": 0.06411444106106501}
{"data_time": 0.003733672434464097, "eta_seconds": 84636.9795578022, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36237373737373735, "fast_rcnn/fg_cls_accuracy": 0.6321353065539113, "iteration": 83999, "loss_box_reg": 0.009941271477146074, "loss_cls": 0.049203315982595086, "loss_rpn_cls": 0.0011605826190361768, "loss_rpn_loc": 0.003002177043526899, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414178643841296, "total_loss": 0.06371306732569337}
{"data_time": 0.0036792922765016556, "eta_seconds": 84625.49183856789, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.219234496124031, "fast_rcnn/fg_cls_accuracy": 0.7775735294117647, "iteration": 84019, "loss_box_reg": 0.010821355099324137, "loss_cls": 0.04754267382668331, "loss_rpn_cls": 0.0012790276454097693, "loss_rpn_loc": 0.0026577366043056827, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5371646929997951, "total_loss": 0.06245172670583088}
{"data_time": 0.003984588198363781, "eta_seconds": 84599.37107140361, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39020270270270274, "fast_rcnn/fg_cls_accuracy": 0.6097972972972974, "iteration": 84039, "loss_box_reg": 0.009989301557652652, "loss_cls": 0.04840525786858052, "loss_rpn_cls": 0.0009936763485711708, "loss_rpn_loc": 0.0029412277981464285, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537419501459226, "total_loss": 0.06266817412370074}
{"data_time": 0.0036570255178958178, "eta_seconds": 84613.03309384035, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.2762951334379906, "fast_rcnn/fg_cls_accuracy": 0.7025510204081633, "iteration": 84059, "loss_box_reg": 0.010597248561680317, "loss_cls": 0.050445290049538016, "loss_rpn_cls": 0.0007332849622798676, "loss_rpn_loc": 0.003660435639176285, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5446027202997357, "total_loss": 0.06703904558207796}
{"data_time": 0.0037020451854914427, "eta_seconds": 84593.57625676808, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4112554112554112, "fast_rcnn/fg_cls_accuracy": 0.5574534161490683, "iteration": 84079, "loss_box_reg": 0.010359975538449362, "loss_cls": 0.04827804787782952, "loss_rpn_cls": 0.0009574486541623628, "loss_rpn_loc": 0.0018191170820500702, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410802529659122, "total_loss": 0.0597105252907113}
{"data_time": 0.003821180434897542, "eta_seconds": 84582.08886418585, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3693181818181818, "fast_rcnn/fg_cls_accuracy": 0.6306818181818181, "iteration": 84099, "loss_box_reg": 0.01025040092645213, "loss_cls": 0.04703925468493253, "loss_rpn_cls": 0.0007378807453051195, "loss_rpn_loc": 0.0034673635018407367, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5396317015402019, "total_loss": 0.06319421695525307}
{"data_time": 0.0035512293688952923, "eta_seconds": 84509.77491753106, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2611486486486487, "fast_rcnn/fg_cls_accuracy": 0.714096449390567, "iteration": 84119, "loss_box_reg": 0.00985742112970911, "loss_cls": 0.04604867735179141, "loss_rpn_cls": 0.0012173892430382693, "loss_rpn_loc": 0.0031205550403683446, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.532905506901443, "total_loss": 0.06120005201501044}
{"data_time": 0.003993722843006253, "eta_seconds": 84492.46466818242, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2971014492753623, "fast_rcnn/fg_cls_accuracy": 0.6987179487179487, "iteration": 84139, "loss_box_reg": 0.010704579413868487, "loss_cls": 0.047087950399145484, "loss_rpn_cls": 0.0007898641850374588, "loss_rpn_loc": 0.0021133313966856804, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366981541737914, "total_loss": 0.062012652669636736}
{"data_time": 0.004320434993132949, "eta_seconds": 84481.62264039251, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.26354679802955666, "fast_rcnn/fg_cls_accuracy": 0.6909814323607427, "iteration": 84159, "loss_box_reg": 0.010767995991045609, "loss_cls": 0.04761545674409717, "loss_rpn_cls": 0.0008184106077351316, "loss_rpn_loc": 0.002889601024435251, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5385699034668505, "total_loss": 0.06291138584333567}
{"data_time": 0.004161014454439282, "eta_seconds": 84422.70331862429, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24525745257452575, "fast_rcnn/fg_cls_accuracy": 0.7547425474254743, "iteration": 84179, "loss_box_reg": 0.010037934669526294, "loss_cls": 0.0482589720049873, "loss_rpn_cls": 0.0014835291946724283, "loss_rpn_loc": 0.002209628890341264, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5335119634401053, "total_loss": 0.06349955173689636}
{"data_time": 0.0037531552370637655, "eta_seconds": 84383.6123814932, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29802955665024633, "fast_rcnn/fg_cls_accuracy": 0.7019704433497538, "iteration": 84199, "loss_box_reg": 0.009280176949687302, "loss_cls": 0.045998627436347306, "loss_rpn_cls": 0.0013097206297061348, "loss_rpn_loc": 0.002704992217331892, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432752249762416, "total_loss": 0.05983231030404568}
{"data_time": 0.0037531694397330284, "eta_seconds": 84372.78015161259, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3530950305143854, "fast_rcnn/fg_cls_accuracy": 0.6022727272727273, "iteration": 84219, "loss_box_reg": 0.010685565881431103, "loss_cls": 0.048360375221818686, "loss_rpn_cls": 0.0010390172296865785, "loss_rpn_loc": 0.0024776696154731326, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405326799955219, "total_loss": 0.06378950280398499}
{"data_time": 0.0039569910150021315, "eta_seconds": 84332.91707792203, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4607692307692308, "fast_rcnn/fg_cls_accuracy": 0.5136752136752136, "iteration": 84239, "loss_box_reg": 0.00979392442968674, "loss_cls": 0.04814086342230439, "loss_rpn_cls": 0.0009840499212714349, "loss_rpn_loc": 0.003416615818423452, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5313129080459476, "total_loss": 0.06414144622613094}
{"data_time": 0.003906450234353542, "eta_seconds": 84305.91542954976, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.403125, "fast_rcnn/fg_cls_accuracy": 0.5885416666666667, "iteration": 84259, "loss_box_reg": 0.010897952626692131, "loss_cls": 0.04889088962227106, "loss_rpn_cls": 0.0010451170048781933, "loss_rpn_loc": 0.003236509957787348, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410345760174096, "total_loss": 0.06530754080699808}
{"data_time": 0.003795672906562686, "eta_seconds": 84311.2600733887, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4230769230769231, "fast_rcnn/fg_cls_accuracy": 0.5769230769230769, "iteration": 84279, "loss_box_reg": 0.010642370587447658, "loss_cls": 0.04780297557590529, "loss_rpn_cls": 0.0008423945213280604, "loss_rpn_loc": 0.0027717906814359594, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425105944741517, "total_loss": 0.06144723455253143}
{"data_time": 0.004091230221092701, "eta_seconds": 84260.77819404379, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39433811802232854, "fast_rcnn/fg_cls_accuracy": 0.6056618819776715, "iteration": 84299, "loss_box_reg": 0.010310191079042852, "loss_cls": 0.048860810697078705, "loss_rpn_cls": 0.0009671682473708643, "loss_rpn_loc": 0.0021867220020794775, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5371722753625363, "total_loss": 0.06335701457112464}
{"data_time": 0.004558867076411843, "eta_seconds": 84245.65966061153, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.416988416988417, "fast_rcnn/fg_cls_accuracy": 0.583011583011583, "iteration": 84319, "loss_box_reg": 0.01066322420956567, "loss_cls": 0.04622758366167545, "loss_rpn_cls": 0.0007199596841473976, "loss_rpn_loc": 0.0022831665773992427, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542964078951627, "total_loss": 0.06025167130144382}
{"data_time": 0.0045247129164636135, "eta_seconds": 84211.76252134424, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.43696969696969695, "fast_rcnn/fg_cls_accuracy": 0.563030303030303, "iteration": 84339, "loss_box_reg": 0.010159541998291388, "loss_cls": 0.04378603195073083, "loss_rpn_cls": 0.0012037655593530872, "loss_rpn_loc": 0.0028911551999044605, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5380631715524942, "total_loss": 0.05831038213975148}
{"data_time": 0.004160704091191292, "eta_seconds": 84214.24929302512, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4594594594594595, "fast_rcnn/fg_cls_accuracy": 0.5405405405405406, "iteration": 84359, "loss_box_reg": 0.01013684252393432, "loss_cls": 0.04879715491551906, "loss_rpn_cls": 0.0011464425933809252, "loss_rpn_loc": 0.0033220311415789183, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5413529737852514, "total_loss": 0.0638855428169336}
{"data_time": 0.003967992262914777, "eta_seconds": 84240.95687752077, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4653679653679653, "fast_rcnn/fg_cls_accuracy": 0.5151515151515151, "iteration": 84379, "loss_box_reg": 0.010460992023581639, "loss_cls": 0.04683618852868676, "loss_rpn_cls": 0.0010430459365124989, "loss_rpn_loc": 0.002879125047911657, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5435160850174725, "total_loss": 0.0603728729413433}
{"data_time": 0.004058672348037362, "eta_seconds": 84249.77081717458, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.30328282828282827, "fast_rcnn/fg_cls_accuracy": 0.6967171717171717, "iteration": 84399, "loss_box_reg": 0.010238031507469714, "loss_cls": 0.04452080000191927, "loss_rpn_cls": 0.0011210161422354759, "loss_rpn_loc": 0.003310519030492287, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5407229091506451, "total_loss": 0.060204889328957734}
{"data_time": 0.004151517292484641, "eta_seconds": 84251.31733439793, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.37398373983739835, "fast_rcnn/fg_cls_accuracy": 0.6260162601626016, "iteration": 84419, "loss_box_reg": 0.010067764902487397, "loss_cls": 0.04488187417155132, "loss_rpn_cls": 0.0014869188349280194, "loss_rpn_loc": 0.0027158103766851127, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392080969177186, "total_loss": 0.059636652340032015}
{"data_time": 0.004085098160430789, "eta_seconds": 84256.5739519, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3517722878625134, "fast_rcnn/fg_cls_accuracy": 0.5557275541795665, "iteration": 84439, "loss_box_reg": 0.010304882976925, "loss_cls": 0.04721960780443624, "loss_rpn_cls": 0.0007927426456717512, "loss_rpn_loc": 0.0025609748699935153, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5480569684877992, "total_loss": 0.0613802077634773}
{"data_time": 0.00407743314281106, "eta_seconds": 84229.65625307453, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2567567567567568, "fast_rcnn/fg_cls_accuracy": 0.7432432432432432, "iteration": 84459, "loss_box_reg": 0.010020303394412622, "loss_cls": 0.04601974267279729, "loss_rpn_cls": 0.0009971888077870972, "loss_rpn_loc": 0.002899624076235341, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5421099592931569, "total_loss": 0.06234176867246788}
{"data_time": 0.003929150989279151, "eta_seconds": 84245.43488824577, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4660633484162896, "fast_rcnn/fg_cls_accuracy": 0.5233265720081136, "iteration": 84479, "loss_box_reg": 0.010127681831363589, "loss_cls": 0.05101836647372693, "loss_rpn_cls": 0.0017294923754889169, "loss_rpn_loc": 0.002486539877281757, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5481459030415863, "total_loss": 0.06520637500062776}
{"data_time": 0.0041304409969598055, "eta_seconds": 84231.84598450572, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.27134146341463417, "fast_rcnn/fg_cls_accuracy": 0.7286585365853658, "iteration": 84499, "loss_box_reg": 0.011022184044122696, "loss_cls": 0.048647645162418485, "loss_rpn_cls": 0.0010852869398263465, "loss_rpn_loc": 0.0024245298554887995, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5349697163328528, "total_loss": 0.06364817090639008}
{"data_time": 0.004071211209520698, "eta_seconds": 84226.91396588576, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21712619300106045, "fast_rcnn/fg_cls_accuracy": 0.7828738069989396, "iteration": 84519, "loss_box_reg": 0.010966681293211877, "loss_cls": 0.04745225026272237, "loss_rpn_cls": 0.0007429160068568308, "loss_rpn_loc": 0.002861322649550857, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5488654915243387, "total_loss": 0.061898295175979}
{"data_time": 0.0040238993242383, "eta_seconds": 84216.07959847548, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2847222222222222, "fast_rcnn/fg_cls_accuracy": 0.7152777777777778, "iteration": 84539, "loss_box_reg": 0.009932993591064587, "loss_cls": 0.04974943271372467, "loss_rpn_cls": 0.0006162998483318916, "loss_rpn_loc": 0.00211833377397852, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5445008324459195, "total_loss": 0.0643447005179496}
{"data_time": 0.0036782664246857166, "eta_seconds": 84199.34515969385, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2506265664160401, "fast_rcnn/fg_cls_accuracy": 0.7493734335839599, "iteration": 84559, "loss_box_reg": 0.01027483885991387, "loss_cls": 0.04945702548138797, "loss_rpn_cls": 0.0011881516824132632, "loss_rpn_loc": 0.002158471250368166, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5345865958370268, "total_loss": 0.06373944673126175}
{"data_time": 0.004181456286460161, "eta_seconds": 84188.51155142323, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17083333333333334, "fast_rcnn/fg_cls_accuracy": 0.7991071428571428, "iteration": 84579, "loss_box_reg": 0.010308777797035873, "loss_cls": 0.04706002870807424, "loss_rpn_cls": 0.0007571163993702612, "loss_rpn_loc": 0.0025401228085684124, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5432748864404857, "total_loss": 0.06002829505717955}
{"data_time": 0.004318918567150831, "eta_seconds": 84189.31204890925, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.48958333333333337, "fast_rcnn/fg_cls_accuracy": 0.5104166666666667, "iteration": 84599, "loss_box_reg": 0.01056176793645136, "loss_cls": 0.04638091794913635, "loss_rpn_cls": 0.0017330296329873818, "loss_rpn_loc": 0.0024840667174430564, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5477572046220303, "total_loss": 0.06291243431815019}
{"data_time": 0.004051500465720892, "eta_seconds": 84190.37556464318, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 84619, "loss_box_reg": 0.010683820757549256, "loss_cls": 0.04839492775499821, "loss_rpn_cls": 0.0009530062666271988, "loss_rpn_loc": 0.002778935015157913, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5435185660608113, "total_loss": 0.06275664596557817}
{"data_time": 0.004496441455557942, "eta_seconds": 84199.53286486538, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32025193798449614, "fast_rcnn/fg_cls_accuracy": 0.6797480620155039, "iteration": 84639, "loss_box_reg": 0.010691309376852587, "loss_cls": 0.04892572446260601, "loss_rpn_cls": 0.0010853672056327923, "loss_rpn_loc": 0.0028169124452688266, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5445975658949465, "total_loss": 0.06583035247092539}
{"data_time": 0.004001413471996784, "eta_seconds": 84209.95470008184, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35135135135135137, "fast_rcnn/fg_cls_accuracy": 0.6486486486486487, "iteration": 84659, "loss_box_reg": 0.010023508104495704, "loss_cls": 0.04671980219427496, "loss_rpn_cls": 0.0011113762570857944, "loss_rpn_loc": 0.002748838236584561, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5445281555876136, "total_loss": 0.06296820677744108}
{"data_time": 0.003868470434099436, "eta_seconds": 84220.25804971973, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44556451612903225, "fast_rcnn/fg_cls_accuracy": 0.4787775891341256, "iteration": 84679, "loss_box_reg": 0.010820698866154999, "loss_cls": 0.04797530977521092, "loss_rpn_cls": 0.0011382684697309742, "loss_rpn_loc": 0.0022356160152412485, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.544638155028224, "total_loss": 0.06375618194908839}
{"data_time": 0.0037735109217464924, "eta_seconds": 84229.99447944411, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.31626984126984126, "fast_rcnn/fg_cls_accuracy": 0.6837301587301587, "iteration": 84699, "loss_box_reg": 0.010107359383255243, "loss_cls": 0.047587855253368616, "loss_rpn_cls": 0.0007641500439490301, "loss_rpn_loc": 0.0034462221410649363, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5388336342293769, "total_loss": 0.0650813448955887}
{"data_time": 0.004031924996525049, "eta_seconds": 84237.1850181669, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4038570618264322, "fast_rcnn/fg_cls_accuracy": 0.5961429381735678, "iteration": 84719, "loss_box_reg": 0.010695309261791408, "loss_cls": 0.04869433818385005, "loss_rpn_cls": 0.0007157057941071798, "loss_rpn_loc": 0.0021981807112751994, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398093326948583, "total_loss": 0.06301011455127536}
{"data_time": 0.003744949586689472, "eta_seconds": 84232.38185025076, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4500915750915751, "fast_rcnn/fg_cls_accuracy": 0.549908424908425, "iteration": 84739, "loss_box_reg": 0.010653141478542238, "loss_cls": 0.04907591990195215, "loss_rpn_cls": 0.0009987820464516517, "loss_rpn_loc": 0.0024501021689502522, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5476675680838525, "total_loss": 0.0652042899442904}
{"data_time": 0.003951729508116841, "eta_seconds": 84215.48572848737, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3675357443229605, "fast_rcnn/fg_cls_accuracy": 0.6263066202090593, "iteration": 84759, "loss_box_reg": 0.010121207626070827, "loss_cls": 0.04783484491053969, "loss_rpn_cls": 0.001010675343593448, "loss_rpn_loc": 0.002671570357051678, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406234730035067, "total_loss": 0.06226727486250638}
{"data_time": 0.003422692883759737, "eta_seconds": 84166.03469418525, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.32291666666666663, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 84779, "loss_box_reg": 0.009972734929760918, "loss_cls": 0.049842288717627525, "loss_rpn_cls": 0.0016143655154792214, "loss_rpn_loc": 0.0027029753728129435, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5406162831932306, "total_loss": 0.06392909230106625}
{"data_time": 0.0038279378786683083, "eta_seconds": 84143.14698421233, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33570460704607047, "fast_rcnn/fg_cls_accuracy": 0.6557828481510621, "iteration": 84799, "loss_box_reg": 0.011338523618178442, "loss_cls": 0.047168406075797975, "loss_rpn_cls": 0.0008613463504616448, "loss_rpn_loc": 0.0031366156981675886, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5493082767352462, "total_loss": 0.06204106653603958}
{"data_time": 0.004284039372578263, "eta_seconds": 84113.5719124102, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.47514619883040937, "fast_rcnn/fg_cls_accuracy": 0.5248538011695907, "iteration": 84819, "loss_box_reg": 0.00972372741671279, "loss_cls": 0.04734442103654146, "loss_rpn_cls": 0.0013589897897645642, "loss_rpn_loc": 0.0031522203971690033, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.538524710573256, "total_loss": 0.0626344306045894}
{"data_time": 0.003974325023591518, "eta_seconds": 84059.2907820465, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4606606606606607, "fast_rcnn/fg_cls_accuracy": 0.5393393393393393, "iteration": 84839, "loss_box_reg": 0.01025524755823426, "loss_cls": 0.046284664305858314, "loss_rpn_cls": 0.001306923242736957, "loss_rpn_loc": 0.0029280004109750735, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341722711455077, "total_loss": 0.06271451353046587}
{"data_time": 0.004054219927638769, "eta_seconds": 84071.00868995488, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 84859, "loss_box_reg": 0.010335206228774041, "loss_cls": 0.046800226205959916, "loss_rpn_cls": 0.0009197377241889626, "loss_rpn_loc": 0.0023469195002689958, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5448062946088612, "total_loss": 0.06120939764582545}
{"data_time": 0.00405472912825644, "eta_seconds": 84024.37649550475, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.30865800865800863, "fast_rcnn/fg_cls_accuracy": 0.6913419913419914, "iteration": 84879, "loss_box_reg": 0.010064780100947246, "loss_cls": 0.045765518909320235, "loss_rpn_cls": 0.0011805473938011346, "loss_rpn_loc": 0.002887120976083679, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540015127742663, "total_loss": 0.06040342292033074}
{"data_time": 0.00425864988937974, "eta_seconds": 84005.79322474054, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3460365853658537, "fast_rcnn/fg_cls_accuracy": 0.647018970189702, "iteration": 84899, "loss_box_reg": 0.011031696514692158, "loss_cls": 0.05095521965995431, "loss_rpn_cls": 0.0010718585951963178, "loss_rpn_loc": 0.00227802303925273, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5439010623376817, "total_loss": 0.06660848778074069}
{"data_time": 0.004001136869192123, "eta_seconds": 83986.67618793808, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 84919, "loss_box_reg": 0.009819968283409253, "loss_cls": 0.04633601859677583, "loss_rpn_cls": 0.0010055131025410446, "loss_rpn_loc": 0.003102211607256322, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5413845088332891, "total_loss": 0.05975030435865847}
{"data_time": 0.003803550498560071, "eta_seconds": 83971.6075985902, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4103641456582633, "fast_rcnn/fg_cls_accuracy": 0.44862155388471175, "iteration": 84939, "loss_box_reg": 0.010345579066779464, "loss_cls": 0.04554124019341543, "loss_rpn_cls": 0.0005827798574102871, "loss_rpn_loc": 0.0023705156963842455, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5392419800627977, "total_loss": 0.06041066344300816}
{"data_time": 0.004631635965779424, "eta_seconds": 83910.12036514422, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5813492063492063, "fast_rcnn/fg_cls_accuracy": 0.4186507936507936, "iteration": 84959, "loss_box_reg": 0.01134151971200481, "loss_cls": 0.04928217176347971, "loss_rpn_cls": 0.0013936873879174527, "loss_rpn_loc": 0.003046447287488263, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5413133974652737, "total_loss": 0.06615089954152609}
{"data_time": 0.005049523431807756, "eta_seconds": 83863.58517767419, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.446843853820598, "fast_rcnn/fg_cls_accuracy": 0.5293466223698782, "iteration": 84979, "loss_box_reg": 0.010250286926748231, "loss_cls": 0.046198657946661115, "loss_rpn_cls": 0.0006010450786106958, "loss_rpn_loc": 0.0021687394255422987, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5353618981316686, "total_loss": 0.06127111082673764}
{"data_time": 0.0043470351956784725, "eta_seconds": 83836.8053275987, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.503125, "fast_rcnn/fg_cls_accuracy": 0.496875, "iteration": 84999, "loss_box_reg": 0.01076018626918085, "loss_cls": 0.04430784221040085, "loss_rpn_cls": 0.0013425944249547683, "loss_rpn_loc": 0.0025432097409066046, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331869863439351, "total_loss": 0.06088030480714224}
{"data_time": 0.004267383832484484, "eta_seconds": 83861.4372395263, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5779014308426074, "fast_rcnn/fg_cls_accuracy": 0.4220985691573927, "iteration": 85019, "loss_box_reg": 0.01034265587804839, "loss_cls": 0.04825010581407696, "loss_rpn_cls": 0.00162578748671649, "loss_rpn_loc": 0.003357957844855264, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.548251812113449, "total_loss": 0.06216287687954036}
{"data_time": 0.0044561990071088076, "eta_seconds": 83866.8233686774, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41165413533834583, "fast_rcnn/fg_cls_accuracy": 0.532258064516129, "iteration": 85039, "loss_box_reg": 0.00985088717425242, "loss_cls": 0.047369352309033275, "loss_rpn_cls": 0.001262670958567469, "loss_rpn_loc": 0.002096340318530565, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5393515115138143, "total_loss": 0.061215674165396194}
{"data_time": 0.003963996656239033, "eta_seconds": 83851.42091184156, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.30090497737556565, "fast_rcnn/fg_cls_accuracy": 0.6990950226244343, "iteration": 85059, "loss_box_reg": 0.010307132411981001, "loss_cls": 0.0470171746565029, "loss_rpn_cls": 0.0011790978457213441, "loss_rpn_loc": 0.002786248118354706, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5440142781008035, "total_loss": 0.0642321452669421}
{"data_time": 0.004505888093262911, "eta_seconds": 83826.60202764254, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.48918545789231477, "fast_rcnn/fg_cls_accuracy": 0.5047169811320755, "iteration": 85079, "loss_box_reg": 0.01002571068238467, "loss_cls": 0.04568784142611548, "loss_rpn_cls": 0.001106079399733062, "loss_rpn_loc": 0.003287637184257619, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5394841816741973, "total_loss": 0.06062796167861961}
{"data_time": 0.004059578292071819, "eta_seconds": 83829.773595531, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3669871794871795, "fast_rcnn/fg_cls_accuracy": 0.6330128205128205, "iteration": 85099, "loss_box_reg": 0.010929496464086697, "loss_cls": 0.04913711943663657, "loss_rpn_cls": 0.0012409524499616964, "loss_rpn_loc": 0.002401993318926543, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5403804834932089, "total_loss": 0.0643469087374342}
{"data_time": 0.004484012257307768, "eta_seconds": 83901.15454657143, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21288515406162464, "fast_rcnn/fg_cls_accuracy": 0.7797888386123679, "iteration": 85119, "loss_box_reg": 0.010389322967967018, "loss_cls": 0.047339812153950334, "loss_rpn_cls": 0.0008219621662988175, "loss_rpn_loc": 0.003156512466375716, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5500789878424257, "total_loss": 0.06154045113430584}
{"data_time": 0.00416906108148396, "eta_seconds": 83919.27650804818, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4650406504065041, "fast_rcnn/fg_cls_accuracy": 0.5349593495934959, "iteration": 85139, "loss_box_reg": 0.010124608961632475, "loss_cls": 0.04921372723765671, "loss_rpn_cls": 0.0011577424210145182, "loss_rpn_loc": 0.002913284311944153, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5476089844014496, "total_loss": 0.06505629683522329}
{"data_time": 0.003940569469705224, "eta_seconds": 83911.47599748848, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31367731367731366, "fast_rcnn/fg_cls_accuracy": 0.6863226863226863, "iteration": 85159, "loss_box_reg": 0.00997510744491592, "loss_cls": 0.047982930089347064, "loss_rpn_cls": 0.0011639734169648364, "loss_rpn_loc": 0.002721123757510213, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5438661423977464, "total_loss": 0.06236566680141209}
{"data_time": 0.003828332992270589, "eta_seconds": 83993.40790687362, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4615942028985507, "fast_rcnn/fg_cls_accuracy": 0.5234234234234234, "iteration": 85179, "loss_box_reg": 0.01054986091912724, "loss_cls": 0.0477862530387938, "loss_rpn_cls": 0.00141078552911722, "loss_rpn_loc": 0.003167635564750526, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5473504969850183, "total_loss": 0.06446093729687163}
{"data_time": 0.004110280424356461, "eta_seconds": 83982.55751733901, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4603174603174603, "fast_rcnn/fg_cls_accuracy": 0.5396825396825398, "iteration": 85199, "loss_box_reg": 0.010564179538050666, "loss_cls": 0.0479417567839846, "loss_rpn_cls": 0.0012228536008933588, "loss_rpn_loc": 0.002218600631749723, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5452851934824139, "total_loss": 0.0610219287466407}
{"data_time": 0.004156823735684156, "eta_seconds": 83947.48099600594, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3717948717948718, "fast_rcnn/fg_cls_accuracy": 0.5587606837606838, "iteration": 85219, "loss_box_reg": 0.010636365244863555, "loss_cls": 0.04773511295206845, "loss_rpn_cls": 0.000725050570622443, "loss_rpn_loc": 0.00236667779245181, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5407019990961999, "total_loss": 0.06313242718715628}
{"data_time": 0.003885729005560279, "eta_seconds": 83974.24566654093, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.42160278745644597, "fast_rcnn/fg_cls_accuracy": 0.5783972125435539, "iteration": 85239, "loss_box_reg": 0.010003225295804441, "loss_cls": 0.049515761784277856, "loss_rpn_cls": 0.0015381774790057534, "loss_rpn_loc": 0.002843425012542866, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5416089135687798, "total_loss": 0.06385291131960003}
{"data_time": 0.0045418827794492245, "eta_seconds": 83945.09628394316, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.3929268292682927, "fast_rcnn/fg_cls_accuracy": 0.5976923076923077, "iteration": 85259, "loss_box_reg": 0.010588131961412728, "loss_cls": 0.045661053503863513, "loss_rpn_cls": 0.0012721867996958736, "loss_rpn_loc": 0.0022153276004246436, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375354113057256, "total_loss": 0.05745279522881219}
{"data_time": 0.004420937737450004, "eta_seconds": 83934.24652902572, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3316135084427767, "fast_rcnn/fg_cls_accuracy": 0.6683864915572233, "iteration": 85279, "loss_box_reg": 0.010576133470749483, "loss_cls": 0.050271369284018874, "loss_rpn_cls": 0.0013526140047588342, "loss_rpn_loc": 0.0038159105642989744, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434695400763303, "total_loss": 0.06597062049047508}
{"data_time": 0.003875374561175704, "eta_seconds": 83932.93377617444, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2397727272727273, "fast_rcnn/fg_cls_accuracy": 0.7602272727272728, "iteration": 85299, "loss_box_reg": 0.010266089375363663, "loss_cls": 0.04516677727224305, "loss_rpn_cls": 0.0009672543067864581, "loss_rpn_loc": 0.0032062795617093798, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5441884084139019, "total_loss": 0.05904305553855238}
{"data_time": 0.003986097406595945, "eta_seconds": 83912.54701919085, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3997668997668998, "fast_rcnn/fg_cls_accuracy": 0.5727489564698867, "iteration": 85319, "loss_box_reg": 0.01059203635668382, "loss_cls": 0.04717073659412563, "loss_rpn_cls": 0.001523913553910461, "loss_rpn_loc": 0.002160998124963953, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373664360959083, "total_loss": 0.06141124043722357}
{"data_time": 0.004301483975723386, "eta_seconds": 83919.98506750981, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4268092105263158, "fast_rcnn/fg_cls_accuracy": 0.5731907894736843, "iteration": 85339, "loss_box_reg": 0.01039421503082849, "loss_cls": 0.0449639760190621, "loss_rpn_cls": 0.001078204911436842, "loss_rpn_loc": 0.0031149217611528, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5401822065468878, "total_loss": 0.060534358064614935}
{"data_time": 0.003967624623328447, "eta_seconds": 83913.16934257024, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.44538288288288286, "fast_rcnn/fg_cls_accuracy": 0.554617117117117, "iteration": 85359, "loss_box_reg": 0.009779182932106778, "loss_cls": 0.049080190365202725, "loss_rpn_cls": 0.0008560446904084529, "loss_rpn_loc": 0.0025678697165858466, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5428102144505829, "total_loss": 0.06309544042403559}
{"data_time": 0.003953917184844613, "eta_seconds": 83908.93416991574, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5386847195357833, "fast_rcnn/fg_cls_accuracy": 0.44393939393939397, "iteration": 85379, "loss_box_reg": 0.009825551242101938, "loss_cls": 0.04880660003982484, "loss_rpn_cls": 0.0010635416786044516, "loss_rpn_loc": 0.0031465274223592132, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5459820996038616, "total_loss": 0.06697565462803823}
{"data_time": 0.003488461021333933, "eta_seconds": 83898.08067211532, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4270516717325228, "fast_rcnn/fg_cls_accuracy": 0.5729483282674772, "iteration": 85399, "loss_box_reg": 0.011506071256008, "loss_cls": 0.048091490752995014, "loss_rpn_cls": 0.0012887355189263872, "loss_rpn_loc": 0.0027262908915872686, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5415231373626739, "total_loss": 0.06498182131201702}
{"data_time": 0.0041944964323192835, "eta_seconds": 83915.0346544208, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2753623188405797, "fast_rcnn/fg_cls_accuracy": 0.6979166666666666, "iteration": 85419, "loss_box_reg": 0.010119538026629016, "loss_cls": 0.0484192828880623, "loss_rpn_cls": 0.0012531264790140995, "loss_rpn_loc": 0.0024909269595809747, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440353348385543, "total_loss": 0.06325162762726677}
{"data_time": 0.0043306604493409395, "eta_seconds": 83876.37367651449, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 85439, "loss_box_reg": 0.010358960571466014, "loss_cls": 0.048893463565036654, "loss_rpn_cls": 0.001122026779285079, "loss_rpn_loc": 0.0023247305125551065, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5387680979911238, "total_loss": 0.061833592713810503}
{"data_time": 0.004022930981591344, "eta_seconds": 83836.5987347688, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2687617260787992, "fast_rcnn/fg_cls_accuracy": 0.7126068376068375, "iteration": 85459, "loss_box_reg": 0.010294557316228747, "loss_cls": 0.043383637559600174, "loss_rpn_cls": 0.0013318035253178095, "loss_rpn_loc": 0.0028620551784115378, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5348860784433782, "total_loss": 0.06158245836604692}
{"data_time": 0.004101214464753866, "eta_seconds": 83786.84598018508, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.21422764227642277, "fast_rcnn/fg_cls_accuracy": 0.7802168021680217, "iteration": 85479, "loss_box_reg": 0.00945330670219846, "loss_cls": 0.04747646069154143, "loss_rpn_cls": 0.0009650146826061246, "loss_rpn_loc": 0.0025535044424032094, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5392321411054581, "total_loss": 0.0620007839367247}
{"data_time": 0.0042164623737335205, "eta_seconds": 83814.89922493394, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4300699300699301, "fast_rcnn/fg_cls_accuracy": 0.5376068376068376, "iteration": 85499, "loss_box_reg": 0.01065654112608172, "loss_cls": 0.0463431904790923, "loss_rpn_cls": 0.0010248346097228023, "loss_rpn_loc": 0.002360184607823612, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411442774347961, "total_loss": 0.06068923862559927}
{"data_time": 0.004248246783390641, "eta_seconds": 83804.0494700165, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30632630410654826, "fast_rcnn/fg_cls_accuracy": 0.6936736958934517, "iteration": 85519, "loss_box_reg": 0.01018965127877891, "loss_cls": 0.04691367654595524, "loss_rpn_cls": 0.0010798576713568764, "loss_rpn_loc": 0.003170844654960092, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.548762588063255, "total_loss": 0.06136041420973015}
{"data_time": 0.003899242961779237, "eta_seconds": 83768.39772887039, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3542105263157895, "fast_rcnn/fg_cls_accuracy": 0.6457894736842105, "iteration": 85539, "loss_box_reg": 0.010669740324374288, "loss_cls": 0.04913269402459264, "loss_rpn_cls": 0.0016030679289542604, "loss_rpn_loc": 0.0022929723345441744, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5374627546407282, "total_loss": 0.06427265752074618}
{"data_time": 0.004257868509739637, "eta_seconds": 83772.20312719839, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.6018099547511313, "fast_rcnn/fg_cls_accuracy": 0.3981900452488688, "iteration": 85559, "loss_box_reg": 0.012252047687070444, "loss_cls": 0.04677953047212213, "loss_rpn_cls": 0.0008025299209180048, "loss_rpn_loc": 0.003127783267700579, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543587108142674, "total_loss": 0.0627456964055284}
{"data_time": 0.004031084943562746, "eta_seconds": 83720.5661988121, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38207070707070706, "fast_rcnn/fg_cls_accuracy": 0.617929292929293, "iteration": 85579, "loss_box_reg": 0.010683217697078362, "loss_cls": 0.050513412221334875, "loss_rpn_cls": 0.0009235475981768104, "loss_rpn_loc": 0.0030797176441410556, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5322167910635471, "total_loss": 0.06644304130719547}
{"data_time": 0.003714762395247817, "eta_seconds": 83628.10022681532, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3027777777777778, "fast_rcnn/fg_cls_accuracy": 0.6972222222222222, "iteration": 85599, "loss_box_reg": 0.010523347998969257, "loss_cls": 0.046990590053610504, "loss_rpn_cls": 0.0011654391418005616, "loss_rpn_loc": 0.0028491766715887934, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.533550376072526, "total_loss": 0.06411881097119476}
{"data_time": 0.004371005343273282, "eta_seconds": 83607.28977232985, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41982864137086906, "fast_rcnn/fg_cls_accuracy": 0.580171358629131, "iteration": 85619, "loss_box_reg": 0.009967551450245082, "loss_cls": 0.04862977785523981, "loss_rpn_cls": 0.0016495720825560056, "loss_rpn_loc": 0.002840619330527261, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5380143348593265, "total_loss": 0.062134675003107986}
{"data_time": 0.0040129863191396, "eta_seconds": 83585.62991015054, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4100197758734344, "fast_rcnn/fg_cls_accuracy": 0.5540465631929046, "iteration": 85639, "loss_box_reg": 0.00993503091740422, "loss_cls": 0.04682514490559697, "loss_rpn_cls": 0.0011627621938146149, "loss_rpn_loc": 0.002843979305907851, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5396424529608339, "total_loss": 0.06002254083227854}
{"data_time": 0.003959662979468703, "eta_seconds": 83583.22667203168, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3907563025210084, "fast_rcnn/fg_cls_accuracy": 0.6092436974789917, "iteration": 85659, "loss_box_reg": 0.011853884439915419, "loss_cls": 0.04815694683929905, "loss_rpn_cls": 0.001184250543701637, "loss_rpn_loc": 0.003107001102762297, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54196771630086, "total_loss": 0.0644541158226275}
{"data_time": 0.00383979850448668, "eta_seconds": 83574.79589428566, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.458041958041958, "fast_rcnn/fg_cls_accuracy": 0.5419580419580419, "iteration": 85679, "loss_box_reg": 0.010625984927173704, "loss_cls": 0.047614894108846784, "loss_rpn_cls": 0.0016630535139086078, "loss_rpn_loc": 0.002615845703985542, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5437320647761226, "total_loss": 0.06409785012320413}
{"data_time": 0.00410660682246089, "eta_seconds": 83562.67288223305, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3627717391304348, "fast_rcnn/fg_cls_accuracy": 0.6372282608695652, "iteration": 85699, "loss_box_reg": 0.01092391918064095, "loss_cls": 0.049076066294219345, "loss_rpn_cls": 0.0011193749783160456, "loss_rpn_loc": 0.00263971683307318, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539709598524496, "total_loss": 0.06328980526700434}
{"data_time": 0.003993453457951546, "eta_seconds": 83553.13330892287, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45095693779904306, "fast_rcnn/fg_cls_accuracy": 0.549043062200957, "iteration": 85719, "loss_box_reg": 0.01058087864657864, "loss_cls": 0.0495717937592417, "loss_rpn_cls": 0.000970920277723053, "loss_rpn_loc": 0.0031201575347949984, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5466563713271171, "total_loss": 0.06339692073697734}
{"data_time": 0.0041043811943382025, "eta_seconds": 83539.53722143872, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3978354978354979, "fast_rcnn/fg_cls_accuracy": 0.5581490581490582, "iteration": 85739, "loss_box_reg": 0.010151561233215034, "loss_cls": 0.04522573933354579, "loss_rpn_cls": 0.001109294998286714, "loss_rpn_loc": 0.0027399936534493463, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427500263322145, "total_loss": 0.061653469793554905}
{"data_time": 0.003857007483020425, "eta_seconds": 83521.75831469288, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4316993464052288, "fast_rcnn/fg_cls_accuracy": 0.5683006535947712, "iteration": 85759, "loss_box_reg": 0.009668959071859717, "loss_cls": 0.0447781712282449, "loss_rpn_cls": 0.0005078890173990658, "loss_rpn_loc": 0.0022268213069764897, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5400095386430621, "total_loss": 0.05732192304981254}
{"data_time": 0.003905684920027852, "eta_seconds": 83520.63943087868, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44010043041606883, "fast_rcnn/fg_cls_accuracy": 0.5598995695839312, "iteration": 85779, "loss_box_reg": 0.010141936014406383, "loss_cls": 0.045936411537695676, "loss_rpn_cls": 0.0011842601087721505, "loss_rpn_loc": 0.002755698573309928, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5448529252316803, "total_loss": 0.0610127687276929}
{"data_time": 0.004502785392105579, "eta_seconds": 83508.51725596865, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5462837837837837, "fast_rcnn/fg_cls_accuracy": 0.4537162162162162, "iteration": 85799, "loss_box_reg": 0.009661018644692376, "loss_cls": 0.04954800888663158, "loss_rpn_cls": 0.0006419411729439162, "loss_rpn_loc": 0.002331247385882307, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5396394720301032, "total_loss": 0.06465104557719314}
{"data_time": 0.004727324470877647, "eta_seconds": 83504.63118507597, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.334472049689441, "fast_rcnn/fg_cls_accuracy": 0.6546583850931678, "iteration": 85819, "loss_box_reg": 0.01024481441709213, "loss_cls": 0.047700388298835605, "loss_rpn_cls": 0.001200892053248026, "loss_rpn_loc": 0.0023605573042004835, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5492076328955591, "total_loss": 0.06212001040569248}
{"data_time": 0.004251159494742751, "eta_seconds": 83532.26170602255, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.316008316008316, "fast_rcnn/fg_cls_accuracy": 0.6536273115220483, "iteration": 85839, "loss_box_reg": 0.010707082110457122, "loss_cls": 0.04579241035389714, "loss_rpn_cls": 0.0009017497661716334, "loss_rpn_loc": 0.0027110132559755584, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5534446784295142, "total_loss": 0.06147096716381384}
{"data_time": 0.003977891057729721, "eta_seconds": 83512.7065593421, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.49193548387096775, "fast_rcnn/fg_cls_accuracy": 0.5080645161290323, "iteration": 85859, "loss_box_reg": 0.010133678035344929, "loss_cls": 0.047653522982727736, "loss_rpn_cls": 0.0008055574162426637, "loss_rpn_loc": 0.002670805639354512, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5436346321366727, "total_loss": 0.0648359023384728}
{"data_time": 0.004613260505720973, "eta_seconds": 83516.62065090705, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4507692307692308, "fast_rcnn/fg_cls_accuracy": 0.5492307692307692, "iteration": 85879, "loss_box_reg": 0.011142528324853629, "loss_cls": 0.04859777435194701, "loss_rpn_cls": 0.0008448225986512625, "loss_rpn_loc": 0.00335830457333941, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5439351135864854, "total_loss": 0.06380418721971637}
{"data_time": 0.004058140562847257, "eta_seconds": 83491.03478958341, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2673160173160173, "fast_rcnn/fg_cls_accuracy": 0.7326839826839827, "iteration": 85899, "loss_box_reg": 0.010834293643711135, "loss_cls": 0.0480296021560207, "loss_rpn_cls": 0.000643877714651353, "loss_rpn_loc": 0.002361535058298614, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5365009752567858, "total_loss": 0.0611974229449288}
{"data_time": 0.003921710653230548, "eta_seconds": 83463.08943363768, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3697447447447447, "fast_rcnn/fg_cls_accuracy": 0.6302552552552552, "iteration": 85919, "loss_box_reg": 0.01018681118148379, "loss_cls": 0.04384808288887143, "loss_rpn_cls": 0.0011053141665797739, "loss_rpn_loc": 0.00309839616966201, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5371182614471763, "total_loss": 0.05916532980972988}
{"data_time": 0.004063360160216689, "eta_seconds": 83469.36301982473, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.49956709956709955, "fast_rcnn/fg_cls_accuracy": 0.5004329004329005, "iteration": 85939, "loss_box_reg": 0.009823634522035718, "loss_cls": 0.050290488929022104, "loss_rpn_cls": 0.0006946281276327682, "loss_rpn_loc": 0.0028780853790522087, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417422705795616, "total_loss": 0.0637107688010019}
{"data_time": 0.0037329846527427435, "eta_seconds": 83452.85042084777, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3668582375478927, "fast_rcnn/fg_cls_accuracy": 0.6159003831417624, "iteration": 85959, "loss_box_reg": 0.010284020332619548, "loss_cls": 0.04557708278298378, "loss_rpn_cls": 0.0014162756000359877, "loss_rpn_loc": 0.0027642068998829927, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5391955110244453, "total_loss": 0.062157962927472}
{"data_time": 0.0038499892689287663, "eta_seconds": 83462.43165612314, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2222222222222222, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 85979, "loss_box_reg": 0.010241419426165521, "loss_cls": 0.047140433569438756, "loss_rpn_cls": 0.0013127875936902456, "loss_rpn_loc": 0.003060267808905337, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5438783192075789, "total_loss": 0.06363688279191138}
{"data_time": 0.003942735260352492, "eta_seconds": 83463.57027804875, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3508771929824561, "fast_rcnn/fg_cls_accuracy": 0.6191683569979716, "iteration": 85999, "loss_box_reg": 0.010225745354546234, "loss_cls": 0.0478387979674153, "loss_rpn_cls": 0.000629032286411757, "loss_rpn_loc": 0.0021041261534264777, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5327716276515275, "total_loss": 0.0625602696230203}
{"data_time": 0.0037584330420941114, "eta_seconds": 83434.72856140696, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2950310559006211, "fast_rcnn/fg_cls_accuracy": 0.7049689440993789, "iteration": 86019, "loss_box_reg": 0.01027049039839767, "loss_cls": 0.04746675060596317, "loss_rpn_cls": 0.0010797766176438017, "loss_rpn_loc": 0.002720794582273811, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5520984644535929, "total_loss": 0.06304769184191628}
{"data_time": 0.00437740539200604, "eta_seconds": 83429.64403093653, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.38596491228070173, "fast_rcnn/fg_cls_accuracy": 0.6140350877192982, "iteration": 86039, "loss_box_reg": 0.010504920792300254, "loss_cls": 0.04727186751551926, "loss_rpn_cls": 0.0014253233481440475, "loss_rpn_loc": 0.002772426465526223, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5428645035717636, "total_loss": 0.06123317400135875}
{"data_time": 0.0037393360398709774, "eta_seconds": 83413.05452927016, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3055555555555556, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 86059, "loss_box_reg": 0.010316322557628155, "loss_cls": 0.04587834153790027, "loss_rpn_cls": 0.0009131638669259701, "loss_rpn_loc": 0.0026719121415226255, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5494838028680533, "total_loss": 0.06068495569658694}
{"data_time": 0.003666023025289178, "eta_seconds": 83410.47584090335, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.44958333333333333, "fast_rcnn/fg_cls_accuracy": 0.5104166666666667, "iteration": 86079, "loss_box_reg": 0.010087099246447906, "loss_cls": 0.04830877238418907, "loss_rpn_cls": 0.0008066793766943192, "loss_rpn_loc": 0.002545532552176155, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.546734907431528, "total_loss": 0.06273597040990353}
{"data_time": 0.003881239565089345, "eta_seconds": 83421.22931275074, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4125, "fast_rcnn/fg_cls_accuracy": 0.5874999999999999, "iteration": 86099, "loss_box_reg": 0.01019273404381238, "loss_cls": 0.050597540801391006, "loss_rpn_cls": 0.001141271166432034, "loss_rpn_loc": 0.0024586394574726, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542996269185096, "total_loss": 0.06296414521676752}
{"data_time": 0.004308763658627868, "eta_seconds": 83371.84005591064, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3399193548387097, "fast_rcnn/fg_cls_accuracy": 0.6425806451612903, "iteration": 86119, "loss_box_reg": 0.009996707522077486, "loss_cls": 0.04443952994188294, "loss_rpn_cls": 0.0009042289770491152, "loss_rpn_loc": 0.002819424305926077, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405532794538885, "total_loss": 0.06050213626826917}
{"data_time": 0.004069132264703512, "eta_seconds": 83343.91912921728, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4587486157253599, "fast_rcnn/fg_cls_accuracy": 0.54125138427464, "iteration": 86139, "loss_box_reg": 0.01077624541358091, "loss_cls": 0.045837283483706415, "loss_rpn_cls": 0.0013863526182831265, "loss_rpn_loc": 0.0024429702061752323, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5378331760875881, "total_loss": 0.060801026735958885}
{"data_time": 0.003954777959734201, "eta_seconds": 83314.48034099652, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3981900452488688, "fast_rcnn/fg_cls_accuracy": 0.6018099547511313, "iteration": 86159, "loss_box_reg": 0.010471247107489035, "loss_cls": 0.046399833052419126, "loss_rpn_cls": 0.0009926799177719658, "loss_rpn_loc": 0.0027100469706056174, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5372325300704688, "total_loss": 0.06206918884561219}
{"data_time": 0.003930253908038139, "eta_seconds": 83282.75041081593, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2841614906832298, "fast_rcnn/fg_cls_accuracy": 0.6801242236024845, "iteration": 86179, "loss_box_reg": 0.01008641449152492, "loss_cls": 0.048811060667503625, "loss_rpn_cls": 0.0013837821009019535, "loss_rpn_loc": 0.002857430350559298, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427384709473699, "total_loss": 0.06290532064713261}
{"data_time": 0.003969047451391816, "eta_seconds": 83270.79237684212, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3553921568627451, "fast_rcnn/fg_cls_accuracy": 0.6168300653594772, "iteration": 86199, "loss_box_reg": 0.010178741998970509, "loss_cls": 0.05044035584433004, "loss_rpn_cls": 0.0016545494682986828, "loss_rpn_loc": 0.002780133321721223, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5319075467996299, "total_loss": 0.06729333322118691}
{"data_time": 0.004499469650909305, "eta_seconds": 83259.96399570326, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.43298653610771115, "fast_rcnn/fg_cls_accuracy": 0.5670134638922889, "iteration": 86219, "loss_box_reg": 0.010388093302026391, "loss_cls": 0.04721373558277264, "loss_rpn_cls": 0.0013545961516001626, "loss_rpn_loc": 0.0025292899954365566, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412787168752402, "total_loss": 0.05977035043281376}
{"data_time": 0.004214987391605973, "eta_seconds": 83250.26482676272, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.48511904761904756, "fast_rcnn/fg_cls_accuracy": 0.5148809523809523, "iteration": 86239, "loss_box_reg": 0.009515212674159557, "loss_cls": 0.04813444026513025, "loss_rpn_cls": 0.0008271029303159594, "loss_rpn_loc": 0.0024093096817523474, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.544771172804758, "total_loss": 0.061421020284115}
{"data_time": 0.0045815829653292894, "eta_seconds": 83240.58329766802, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2701612903225806, "fast_rcnn/fg_cls_accuracy": 0.7298387096774194, "iteration": 86259, "loss_box_reg": 0.010534573171753436, "loss_cls": 0.045914382208138704, "loss_rpn_cls": 0.0011840674927725559, "loss_rpn_loc": 0.002785772278002696, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406461323145777, "total_loss": 0.061317200457551735}
{"data_time": 0.0036717066541314125, "eta_seconds": 83232.05508435215, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3943965517241379, "fast_rcnn/fg_cls_accuracy": 0.6056034482758621, "iteration": 86279, "loss_box_reg": 0.010312217200407758, "loss_cls": 0.04783811105880886, "loss_rpn_cls": 0.0008851354160697156, "loss_rpn_loc": 0.003807169083302142, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5465705904643983, "total_loss": 0.061734987348813775}
{"data_time": 0.0036609794478863478, "eta_seconds": 83217.77924270951, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3919871794871795, "fast_rcnn/fg_cls_accuracy": 0.6080128205128206, "iteration": 86299, "loss_box_reg": 0.010054929269244894, "loss_cls": 0.04913414269685745, "loss_rpn_cls": 0.0006975329582132872, "loss_rpn_loc": 0.002507741221052129, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5349891188088804, "total_loss": 0.06336034171181382}
{"data_time": 0.003721202490851283, "eta_seconds": 83206.95071469177, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.48333333333333334, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 86319, "loss_box_reg": 0.010313675127690658, "loss_cls": 0.04702572911628522, "loss_rpn_cls": 0.0006831146033619007, "loss_rpn_loc": 0.002406252002401743, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5374216199852526, "total_loss": 0.06225494720877123}
{"data_time": 0.0042566703632473946, "eta_seconds": 83194.97496172762, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2855543113101904, "fast_rcnn/fg_cls_accuracy": 0.6555555555555556, "iteration": 86339, "loss_box_reg": 0.010994214419042692, "loss_cls": 0.047142041905317456, "loss_rpn_cls": 0.0010422842293564827, "loss_rpn_loc": 0.0027503396886459086, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5396830087993294, "total_loss": 0.06515146299557273}
{"data_time": 0.003972543636336923, "eta_seconds": 83163.73006059881, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5173237753882916, "fast_rcnn/fg_cls_accuracy": 0.48267622461170845, "iteration": 86359, "loss_box_reg": 0.009808719070861116, "loss_cls": 0.044871676102047786, "loss_rpn_cls": 0.00154692217529373, "loss_rpn_loc": 0.0023528255660494324, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537892241962254, "total_loss": 0.058643610579906635}
{"data_time": 0.004410549066960812, "eta_seconds": 83141.06970969331, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.428743961352657, "fast_rcnn/fg_cls_accuracy": 0.5219638242894057, "iteration": 86379, "loss_box_reg": 0.00991104033892043, "loss_cls": 0.04602416651323438, "loss_rpn_cls": 0.0009299577132537706, "loss_rpn_loc": 0.0020590584445017157, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419076483231038, "total_loss": 0.06076505477244609}
{"data_time": 0.0038856614846736193, "eta_seconds": 83099.38923181267, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35563909774436087, "fast_rcnn/fg_cls_accuracy": 0.6443609022556391, "iteration": 86399, "loss_box_reg": 0.011688657104969025, "loss_cls": 0.047722009709104896, "loss_rpn_cls": 0.001089269261001391, "loss_rpn_loc": 0.003030512370969518, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5346961084287614, "total_loss": 0.06394119451033475}
{"data_time": 0.004351343493908644, "eta_seconds": 83082.189920343, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3953094777562862, "fast_rcnn/fg_cls_accuracy": 0.6046905222437138, "iteration": 86419, "loss_box_reg": 0.009498836647253484, "loss_cls": 0.049108935287222266, "loss_rpn_cls": 0.0011325440943892318, "loss_rpn_loc": 0.002895015582907945, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5423110220581293, "total_loss": 0.06282654194569659}
{"data_time": 0.004233325365930796, "eta_seconds": 83064.45421278686, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.17073170731707318, "fast_rcnn/fg_cls_accuracy": 0.8085735402808574, "iteration": 86439, "loss_box_reg": 0.009978386777220294, "loss_cls": 0.04853427945636213, "loss_rpn_cls": 0.001039101310368551, "loss_rpn_loc": 0.0022422571310016792, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5351168431807309, "total_loss": 0.06365855589990588}
{"data_time": 0.003893630113452673, "eta_seconds": 83060.55125672696, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31363352095059416, "fast_rcnn/fg_cls_accuracy": 0.6330128205128205, "iteration": 86459, "loss_box_reg": 0.011278336198301986, "loss_cls": 0.046699468162842095, "loss_rpn_cls": 0.0006375852971700624, "loss_rpn_loc": 0.0021456675822264515, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5485484879463911, "total_loss": 0.06315352338853586}
{"data_time": 0.004115433199331164, "eta_seconds": 83062.85276232474, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.32824933687002655, "fast_rcnn/fg_cls_accuracy": 0.6530100334448161, "iteration": 86479, "loss_box_reg": 0.00978368561482057, "loss_cls": 0.04870151751674712, "loss_rpn_cls": 0.0012214327311994566, "loss_rpn_loc": 0.0033280966054007877, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5423502000048757, "total_loss": 0.06413586860537634}
{"data_time": 0.004638791549950838, "eta_seconds": 83052.0317211952, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.49468085106382975, "fast_rcnn/fg_cls_accuracy": 0.5053191489361701, "iteration": 86499, "loss_box_reg": 0.009625496517401189, "loss_cls": 0.04777689551701769, "loss_rpn_cls": 0.0016286272561956139, "loss_rpn_loc": 0.0019202404691895936, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434570156503469, "total_loss": 0.06204756471879591}
{"data_time": 0.00438959407620132, "eta_seconds": 83024.67148445081, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.29861111111111116, "fast_rcnn/fg_cls_accuracy": 0.7013888888888888, "iteration": 86519, "loss_box_reg": 0.010437748831463978, "loss_cls": 0.046107297763228416, "loss_rpn_cls": 0.0013450224814164358, "loss_rpn_loc": 0.003002292854944244, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5467448285780847, "total_loss": 0.0634904886228469}
{"data_time": 0.003938524983823299, "eta_seconds": 83054.47626769287, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3114035087719298, "fast_rcnn/fg_cls_accuracy": 0.624031007751938, "iteration": 86539, "loss_box_reg": 0.009617384930606931, "loss_cls": 0.04615552455652505, "loss_rpn_cls": 0.0009281047937292897, "loss_rpn_loc": 0.0023303775415115524, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5500018310267478, "total_loss": 0.06057542763107904}
{"data_time": 0.0038747964426875114, "eta_seconds": 83055.47285053041, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38111888111888115, "fast_rcnn/fg_cls_accuracy": 0.5852272727272727, "iteration": 86559, "loss_box_reg": 0.01011810265481472, "loss_cls": 0.05122665478847921, "loss_rpn_cls": 0.0010727656849667255, "loss_rpn_loc": 0.0028075906229787506, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5472800405696034, "total_loss": 0.0670722347829269}
{"data_time": 0.0042420499958097935, "eta_seconds": 83058.65694893617, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4473975636766334, "fast_rcnn/fg_cls_accuracy": 0.5526024363233666, "iteration": 86579, "loss_box_reg": 0.01071696713916026, "loss_cls": 0.04887557937763631, "loss_rpn_cls": 0.0005736973955663416, "loss_rpn_loc": 0.0020933504129061475, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394847120624036, "total_loss": 0.06230969325309843}
{"data_time": 0.0039324716199189425, "eta_seconds": 83052.24595538806, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29638009049773756, "fast_rcnn/fg_cls_accuracy": 0.7036199095022624, "iteration": 86599, "loss_box_reg": 0.010186172410612926, "loss_cls": 0.046028744778595865, "loss_rpn_cls": 0.0008918062046632258, "loss_rpn_loc": 0.0023009028682281496, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396258775144815, "total_loss": 0.06216567849560306}
{"data_time": 0.004336153855547309, "eta_seconds": 83054.09041337133, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42562929061784893, "fast_rcnn/fg_cls_accuracy": 0.5743707093821511, "iteration": 86619, "loss_box_reg": 0.01021962080267258, "loss_cls": 0.04868605552474037, "loss_rpn_cls": 0.00113243031444199, "loss_rpn_loc": 0.0031571996933053015, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5434855977073312, "total_loss": 0.06360535396527212}
{"data_time": 0.004263368668034673, "eta_seconds": 83034.83843030594, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.435340022296544, "fast_rcnn/fg_cls_accuracy": 0.564659977703456, "iteration": 86639, "loss_box_reg": 0.010409436727059074, "loss_cls": 0.047921731136739254, "loss_rpn_cls": 0.0007785350281324099, "loss_rpn_loc": 0.002447741528158076, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5326364522334188, "total_loss": 0.0628246116237392}
{"data_time": 0.003607852151617408, "eta_seconds": 83019.76158594247, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4678030303030303, "fast_rcnn/fg_cls_accuracy": 0.5321969696969697, "iteration": 86659, "loss_box_reg": 0.010138368845218793, "loss_cls": 0.04745440237456933, "loss_rpn_cls": 0.0011641741374432968, "loss_rpn_loc": 0.002963881259347545, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5419121501035988, "total_loss": 0.06465612495242112}
{"data_time": 0.003795000957325101, "eta_seconds": 83008.93346279394, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30663329161451813, "fast_rcnn/fg_cls_accuracy": 0.6892627412172192, "iteration": 86679, "loss_box_reg": 0.009374207351356745, "loss_cls": 0.04500436322996393, "loss_rpn_cls": 0.0007628807734363363, "loss_rpn_loc": 0.0023602241035405314, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5457180466037244, "total_loss": 0.058162336808152304}
{"data_time": 0.004030493553727865, "eta_seconds": 83002.3523986172, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33148558758314856, "fast_rcnn/fg_cls_accuracy": 0.6685144124168514, "iteration": 86699, "loss_box_reg": 0.010916958504822105, "loss_cls": 0.048034756910055876, "loss_rpn_cls": 0.001289440364416805, "loss_rpn_loc": 0.0022798826248617843, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5430871718563139, "total_loss": 0.06352219172367768}
{"data_time": 0.004037420265376568, "eta_seconds": 82991.52372138761, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31067251461988304, "fast_rcnn/fg_cls_accuracy": 0.6716507177033493, "iteration": 86719, "loss_box_reg": 0.009590513538569212, "loss_cls": 0.044868524419143796, "loss_rpn_cls": 0.0006263874696514904, "loss_rpn_loc": 0.003017559040017659, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5473740447778255, "total_loss": 0.05878434635621943}
{"data_time": 0.004395995521917939, "eta_seconds": 82989.1117598901, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.36656534954407294, "fast_rcnn/fg_cls_accuracy": 0.6111607142857143, "iteration": 86739, "loss_box_reg": 0.010593373037409037, "loss_cls": 0.045743543771095574, "loss_rpn_cls": 0.0008923520099415327, "loss_rpn_loc": 0.0027060680913564283, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5492214420810342, "total_loss": 0.06113815836897629}
{"data_time": 0.0035661933943629265, "eta_seconds": 82978.2819843099, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.39243498817966904, "fast_rcnn/fg_cls_accuracy": 0.554093567251462, "iteration": 86759, "loss_box_reg": 0.010390551993623376, "loss_cls": 0.04857854906003922, "loss_rpn_cls": 0.001192207809538104, "loss_rpn_loc": 0.0028218227125762496, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400769961997867, "total_loss": 0.06290020134292718}
{"data_time": 0.0041654109954833984, "eta_seconds": 82979.95570832514, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.275, "fast_rcnn/fg_cls_accuracy": 0.725, "iteration": 86779, "loss_box_reg": 0.01093489583581686, "loss_cls": 0.048986615205649287, "loss_rpn_cls": 0.0008894993222838821, "loss_rpn_loc": 0.002706013716306188, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5459931725636125, "total_loss": 0.06399149356826683}
{"data_time": 0.004455536138266325, "eta_seconds": 82985.31935697212, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24871794871794872, "fast_rcnn/fg_cls_accuracy": 0.6927083333333333, "iteration": 86799, "loss_box_reg": 0.009777369821676984, "loss_cls": 0.045225733891129494, "loss_rpn_cls": 0.0005994054644702373, "loss_rpn_loc": 0.002122225341736339, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5467275665141642, "total_loss": 0.05876912450170835}
{"data_time": 0.003973423270508647, "eta_seconds": 82939.672717951, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3077651515151515, "fast_rcnn/fg_cls_accuracy": 0.6580357142857143, "iteration": 86819, "loss_box_reg": 0.01026787344017066, "loss_cls": 0.046210088999941945, "loss_rpn_cls": 0.000850477747462719, "loss_rpn_loc": 0.0026878759344981518, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360364739317447, "total_loss": 0.061756143319371404}
{"data_time": 0.00394958071410656, "eta_seconds": 82912.06629710435, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4675903018307768, "fast_rcnn/fg_cls_accuracy": 0.5324096981692232, "iteration": 86839, "loss_box_reg": 0.009760350338183343, "loss_cls": 0.04896745248697698, "loss_rpn_cls": 0.0010940161473627086, "loss_rpn_loc": 0.002981317080411827, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5342721615452319, "total_loss": 0.06242186216900336}
{"data_time": 0.004483186174184084, "eta_seconds": 82887.12900290871, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39, "fast_rcnn/fg_cls_accuracy": 0.61, "iteration": 86859, "loss_box_reg": 0.010180843150010332, "loss_cls": 0.04691026121145114, "loss_rpn_cls": 0.0010805846216044301, "loss_rpn_loc": 0.002867398830858292, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404740010853857, "total_loss": 0.05984114939079177}
{"data_time": 0.00385440606623888, "eta_seconds": 82882.26131442096, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40824915824915825, "fast_rcnn/fg_cls_accuracy": 0.5917508417508417, "iteration": 86879, "loss_box_reg": 0.010638891340931877, "loss_cls": 0.04940095834899694, "loss_rpn_cls": 0.0010780925713334, "loss_rpn_loc": 0.0025786796286411118, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5436652721837163, "total_loss": 0.06498166249161841}
{"data_time": 0.004075736505910754, "eta_seconds": 82890.86017671623, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25459770114942526, "fast_rcnn/fg_cls_accuracy": 0.692156862745098, "iteration": 86899, "loss_box_reg": 0.009782324137631804, "loss_cls": 0.05038624024018645, "loss_rpn_cls": 0.0010068369434748092, "loss_rpn_loc": 0.0031212806788971648, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5420161599759012, "total_loss": 0.06577146493836494}
{"data_time": 0.003910461440682411, "eta_seconds": 82877.65802193456, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.358974358974359, "fast_rcnn/fg_cls_accuracy": 0.6282051282051282, "iteration": 86919, "loss_box_reg": 0.010887769545661286, "loss_cls": 0.04830828285776079, "loss_rpn_cls": 0.0010692338532862777, "loss_rpn_loc": 0.0022666592158202548, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5319966049864888, "total_loss": 0.062489836127326726}
{"data_time": 0.004018507897853851, "eta_seconds": 82850.65708684712, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.241991991991992, "fast_rcnn/fg_cls_accuracy": 0.7437629937629937, "iteration": 86939, "loss_box_reg": 0.010312990780221298, "loss_cls": 0.04787685256451368, "loss_rpn_cls": 0.001015963549434673, "loss_rpn_loc": 0.002720924812820158, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5366891950834543, "total_loss": 0.06272741880883359}
{"data_time": 0.0039583726320415735, "eta_seconds": 82833.004288428, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4579905992949471, "fast_rcnn/fg_cls_accuracy": 0.5420094007050529, "iteration": 86959, "loss_box_reg": 0.009577350865583867, "loss_cls": 0.048427527653984725, "loss_rpn_cls": 0.0011556326032859943, "loss_rpn_loc": 0.0023752183387841797, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5372663890011609, "total_loss": 0.06338001615335997}
{"data_time": 0.0040577121544629335, "eta_seconds": 82805.87608971843, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.33667781493868454, "fast_rcnn/fg_cls_accuracy": 0.6633221850613156, "iteration": 86979, "loss_box_reg": 0.010417792131192982, "loss_cls": 0.04576786234974861, "loss_rpn_cls": 0.0008722597438008961, "loss_rpn_loc": 0.0033720209830789827, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537341698538512, "total_loss": 0.062213030616135256}
{"data_time": 0.004079675069078803, "eta_seconds": 82805.52012194158, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41434108527131785, "fast_rcnn/fg_cls_accuracy": 0.5856589147286821, "iteration": 86999, "loss_box_reg": 0.009478493157075718, "loss_cls": 0.04748086811741814, "loss_rpn_cls": 0.0013338818230295146, "loss_rpn_loc": 0.0025336839262308786, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400272931437939, "total_loss": 0.06416672513989852}
{"data_time": 0.004277493339031935, "eta_seconds": 82773.72317325673, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.34808946877912395, "fast_rcnn/fg_cls_accuracy": 0.6267857142857143, "iteration": 87019, "loss_box_reg": 0.010300113150151446, "loss_cls": 0.047736829961650074, "loss_rpn_cls": 0.0012048651456098014, "loss_rpn_loc": 0.0031286654048017226, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5391873940825462, "total_loss": 0.06280445628553366}
{"data_time": 0.004324604058638215, "eta_seconds": 82749.73384715058, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40944473274519977, "fast_rcnn/fg_cls_accuracy": 0.5905552672548002, "iteration": 87039, "loss_box_reg": 0.011200330569408834, "loss_cls": 0.04483890067785978, "loss_rpn_cls": 0.0005600792380846542, "loss_rpn_loc": 0.0022162723580549937, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5413478433620185, "total_loss": 0.05931714854523307}
{"data_time": 0.004218038870021701, "eta_seconds": 82713.19257010007, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2575, "fast_rcnn/fg_cls_accuracy": 0.6958333333333333, "iteration": 87059, "loss_box_reg": 0.011034620634745806, "loss_cls": 0.04883790481835604, "loss_rpn_cls": 0.001634668337601397, "loss_rpn_loc": 0.002327591591892997, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5419161529280245, "total_loss": 0.06350515848760097}
{"data_time": 0.004570377059280872, "eta_seconds": 82679.73145309952, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3548387096774194, "fast_rcnn/fg_cls_accuracy": 0.6290322580645161, "iteration": 87079, "loss_box_reg": 0.009768030082341284, "loss_cls": 0.04868675977922976, "loss_rpn_cls": 0.0010539671508240644, "loss_rpn_loc": 0.0035115060054522473, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364813094493002, "total_loss": 0.061958457550417734}
{"data_time": 0.003759795567020774, "eta_seconds": 82648.06612247997, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2216198979591837, "fast_rcnn/fg_cls_accuracy": 0.7748518762343647, "iteration": 87099, "loss_box_reg": 0.010819251678185537, "loss_cls": 0.0432279494125396, "loss_rpn_cls": 0.0008472768740830361, "loss_rpn_loc": 0.0033779242949094623, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401487878989428, "total_loss": 0.05964072352162475}
{"data_time": 0.004019617801532149, "eta_seconds": 82637.25545857032, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5395010395010396, "fast_rcnn/fg_cls_accuracy": 0.45472972972972975, "iteration": 87119, "loss_box_reg": 0.009634155343519524, "loss_cls": 0.044007039919961244, "loss_rpn_cls": 0.0008369458304287036, "loss_rpn_loc": 0.0032741951472416986, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407911015208811, "total_loss": 0.05772899774103735}
{"data_time": 0.004244223702698946, "eta_seconds": 82669.927157911, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4705159705159705, "fast_rcnn/fg_cls_accuracy": 0.4949494949494949, "iteration": 87139, "loss_box_reg": 0.00982015859335661, "loss_cls": 0.04769265576032922, "loss_rpn_cls": 0.0007773299703330849, "loss_rpn_loc": 0.00291048975486774, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5448805224150419, "total_loss": 0.061898257948143964}
{"data_time": 0.004298514220863581, "eta_seconds": 82719.98803443136, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3704268292682927, "fast_rcnn/fg_cls_accuracy": 0.6258967001434721, "iteration": 87159, "loss_box_reg": 0.009330184169812128, "loss_cls": 0.044615009683184326, "loss_rpn_cls": 0.001095345090277533, "loss_rpn_loc": 0.002716365528613096, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.550316657172516, "total_loss": 0.0597746983040679}
{"data_time": 0.004445712082087994, "eta_seconds": 82739.26455781446, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31534090909090906, "fast_rcnn/fg_cls_accuracy": 0.6846590909090908, "iteration": 87179, "loss_box_reg": 0.010194977658102289, "loss_cls": 0.051377242198213935, "loss_rpn_cls": 0.001521413068829247, "loss_rpn_loc": 0.0030290754402813036, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5476377154700458, "total_loss": 0.06604144820005331}
{"data_time": 0.004508445505052805, "eta_seconds": 82730.02754085045, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4076704545454546, "fast_rcnn/fg_cls_accuracy": 0.5923295454545454, "iteration": 87199, "loss_box_reg": 0.0097737176110968, "loss_cls": 0.047760064830072224, "loss_rpn_cls": 0.0009341125985429244, "loss_rpn_loc": 0.00199238183995476, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5463166281115264, "total_loss": 0.06051754984468971}
{"data_time": 0.0038440129719674587, "eta_seconds": 82734.65799667686, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.47058823529411764, "fast_rcnn/fg_cls_accuracy": 0.5294117647058824, "iteration": 87219, "loss_box_reg": 0.010448093700688332, "loss_cls": 0.047883511520922184, "loss_rpn_cls": 0.001147114290290574, "loss_rpn_loc": 0.0026266164968546946, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5447476939298213, "total_loss": 0.06202255688452851}
{"data_time": 0.0038396669551730156, "eta_seconds": 82742.9724287854, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.47916666666666663, "fast_rcnn/fg_cls_accuracy": 0.5208333333333333, "iteration": 87239, "loss_box_reg": 0.011136683140648529, "loss_cls": 0.04960569948889315, "loss_rpn_cls": 0.0008014443424144702, "loss_rpn_loc": 0.0038950165653659496, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5436904551461339, "total_loss": 0.06555803927585657}
{"data_time": 0.0038832209538668394, "eta_seconds": 82712.9970157966, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.29569892473118276, "fast_rcnn/fg_cls_accuracy": 0.7043010752688172, "iteration": 87259, "loss_box_reg": 0.010318960819859058, "loss_cls": 0.048135881312191486, "loss_rpn_cls": 0.0012374482516861462, "loss_rpn_loc": 0.0019962316955570714, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5401559313759208, "total_loss": 0.0618719221425863}
{"data_time": 0.004498618887737393, "eta_seconds": 82702.16652535647, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4247083775185578, "fast_rcnn/fg_cls_accuracy": 0.5752916224814422, "iteration": 87279, "loss_box_reg": 0.009799215797102079, "loss_cls": 0.047103290096856654, "loss_rpn_cls": 0.0009555959442195672, "loss_rpn_loc": 0.002406239465926774, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5502395203802735, "total_loss": 0.06126048212058777}
{"data_time": 0.004088161513209343, "eta_seconds": 82718.35162513191, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.7142857142857143, "iteration": 87299, "loss_box_reg": 0.010873612278373912, "loss_cls": 0.046748733380809426, "loss_rpn_cls": 0.0009510613845122862, "loss_rpn_loc": 0.002618915186758386, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5433485156390816, "total_loss": 0.062387053372731316}
{"data_time": 0.0038419682532548904, "eta_seconds": 82722.3683272968, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39539170506912447, "fast_rcnn/fg_cls_accuracy": 0.5544735240413877, "iteration": 87319, "loss_box_reg": 0.010793982743052766, "loss_cls": 0.04656962346052751, "loss_rpn_cls": 0.0009642469835853262, "loss_rpn_loc": 0.0027010697340301704, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5498407045379281, "total_loss": 0.06257746997835056}
{"data_time": 0.004318115068599582, "eta_seconds": 82740.42634210316, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3191558441558442, "fast_rcnn/fg_cls_accuracy": 0.6808441558441558, "iteration": 87339, "loss_box_reg": 0.009970007668016478, "loss_cls": 0.04628514492651448, "loss_rpn_cls": 0.0010019388109867577, "loss_rpn_loc": 0.003664686948468443, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5512999026104808, "total_loss": 0.06201633611703983}
{"data_time": 0.003956870874390006, "eta_seconds": 82779.92839418654, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 87359, "loss_box_reg": 0.010687965987017378, "loss_cls": 0.0464419859345071, "loss_rpn_cls": 0.0012545978469233887, "loss_rpn_loc": 0.0024255793123302283, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5402427394874394, "total_loss": 0.062208562763771624}
{"data_time": 0.0044236439280211926, "eta_seconds": 82718.74682307942, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4255185417976116, "fast_rcnn/fg_cls_accuracy": 0.5615615615615616, "iteration": 87379, "loss_box_reg": 0.009746327123139054, "loss_cls": 0.0497454886790365, "loss_rpn_cls": 0.0009340919033320461, "loss_rpn_loc": 0.0027721583319362253, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5377102973870933, "total_loss": 0.06256004973329254}
{"data_time": 0.0038107221480458975, "eta_seconds": 82803.73564305087, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3950428396572827, "fast_rcnn/fg_cls_accuracy": 0.6049571603427173, "iteration": 87399, "loss_box_reg": 0.009467654599575326, "loss_cls": 0.04326904972549528, "loss_rpn_cls": 0.0008059716755042245, "loss_rpn_loc": 0.002593018922198098, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5471301057841629, "total_loss": 0.057262885778413875}
{"data_time": 0.004181431606411934, "eta_seconds": 82792.88332417444, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.44242424242424244, "fast_rcnn/fg_cls_accuracy": 0.5284090909090908, "iteration": 87419, "loss_box_reg": 0.011052308400394395, "loss_cls": 0.04717549495398998, "loss_rpn_cls": 0.0010061545763164759, "loss_rpn_loc": 0.0021790639475511853, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5424681038130075, "total_loss": 0.06402159392871454}
{"data_time": 0.0037785409949719906, "eta_seconds": 82788.87374681723, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3766891891891892, "fast_rcnn/fg_cls_accuracy": 0.6233108108108107, "iteration": 87439, "loss_box_reg": 0.01035251936991699, "loss_cls": 0.04488442640285939, "loss_rpn_cls": 0.001274955686312751, "loss_rpn_loc": 0.0024142091533576604, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5386939679738134, "total_loss": 0.060061312124162214}
{"data_time": 0.004339937586337328, "eta_seconds": 82749.02160893544, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.20435069215557022, "fast_rcnn/fg_cls_accuracy": 0.7473867595818815, "iteration": 87459, "loss_box_reg": 0.00994474973413162, "loss_cls": 0.04282355553004891, "loss_rpn_cls": 0.0011438659450959676, "loss_rpn_loc": 0.0025135242685792036, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398476745467633, "total_loss": 0.05707382368245817}
{"data_time": 0.003867568913847208, "eta_seconds": 82752.77469171188, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4672077922077922, "fast_rcnn/fg_cls_accuracy": 0.5327922077922078, "iteration": 87479, "loss_box_reg": 0.010275772772729397, "loss_cls": 0.04658364015631378, "loss_rpn_cls": 0.0011862902729262714, "loss_rpn_loc": 0.002967924971017055, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5465353913605213, "total_loss": 0.0650095510227402}
{"data_time": 0.004221124108880758, "eta_seconds": 82672.24251586478, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.42813765182186236, "fast_rcnn/fg_cls_accuracy": 0.5718623481781376, "iteration": 87499, "loss_box_reg": 0.009986715303966776, "loss_cls": 0.0488167367875576, "loss_rpn_cls": 0.0018781764662207934, "loss_rpn_loc": 0.002552755449869437, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377259601373225, "total_loss": 0.0652460821479508}
{"data_time": 0.0039717527106404305, "eta_seconds": 82661.40032564756, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3077519379844961, "fast_rcnn/fg_cls_accuracy": 0.6206445993031359, "iteration": 87519, "loss_box_reg": 0.011253785007284023, "loss_cls": 0.050133178010582924, "loss_rpn_cls": 0.0013259149525310931, "loss_rpn_loc": 0.004328537797846366, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5441920678131282, "total_loss": 0.06664790502713913}
{"data_time": 0.004017199389636517, "eta_seconds": 82612.29354081, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5098110465116279, "fast_rcnn/fg_cls_accuracy": 0.4901889534883721, "iteration": 87539, "loss_box_reg": 0.01043409650446847, "loss_cls": 0.04947604180779308, "loss_rpn_cls": 0.0011182338752746546, "loss_rpn_loc": 0.002444519988785032, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5386534784920514, "total_loss": 0.06574387464934262}
{"data_time": 0.004493939923122525, "eta_seconds": 82595.06661238195, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4017857142857143, "fast_rcnn/fg_cls_accuracy": 0.5982142857142857, "iteration": 87559, "loss_box_reg": 0.009911410073982552, "loss_cls": 0.04411860671825707, "loss_rpn_cls": 0.0010203874214766984, "loss_rpn_loc": 0.002846113609848544, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420981105417013, "total_loss": 0.05843688823119919}
{"data_time": 0.004286467097699642, "eta_seconds": 82599.24640031322, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.24972191323692994, "fast_rcnn/fg_cls_accuracy": 0.6612541993281076, "iteration": 87579, "loss_box_reg": 0.009598861273843795, "loss_cls": 0.04474831058178097, "loss_rpn_cls": 0.0008821303921990875, "loss_rpn_loc": 0.0028566844084707554, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5470500243827701, "total_loss": 0.05782577693207713}
{"data_time": 0.004398311022669077, "eta_seconds": 82594.05563560547, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.23170731707317072, "fast_rcnn/fg_cls_accuracy": 0.7682926829268293, "iteration": 87599, "loss_box_reg": 0.00922207671101205, "loss_cls": 0.04547902016201988, "loss_rpn_cls": 0.000876095811236155, "loss_rpn_loc": 0.003370113619894255, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538842961192131, "total_loss": 0.05941761368535481}
{"data_time": 0.0038702774327248335, "eta_seconds": 82588.66970893694, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5150732127476314, "fast_rcnn/fg_cls_accuracy": 0.4849267872523686, "iteration": 87619, "loss_box_reg": 0.010827103687915951, "loss_cls": 0.047922855825163424, "loss_rpn_cls": 0.0012497896506715733, "loss_rpn_loc": 0.002463770677422872, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5430667486507446, "total_loss": 0.06318855984716265}
{"data_time": 0.004289494128897786, "eta_seconds": 82612.29260275885, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.39335106382978724, "fast_rcnn/fg_cls_accuracy": 0.580603448275862, "iteration": 87639, "loss_box_reg": 0.010402949177660048, "loss_cls": 0.049374583875760436, "loss_rpn_cls": 0.0009754415646057168, "loss_rpn_loc": 0.0027349536794645246, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5420892029069364, "total_loss": 0.06456396670546383}
{"data_time": 0.004538702545687556, "eta_seconds": 82561.53850423405, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.40508365508365507, "fast_rcnn/fg_cls_accuracy": 0.5949163449163449, "iteration": 87659, "loss_box_reg": 0.010101288004079834, "loss_cls": 0.04967203747946769, "loss_rpn_cls": 0.0007009106307691582, "loss_rpn_loc": 0.0018857226423278917, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5396542574744672, "total_loss": 0.06361279486418425}
{"data_time": 0.0042813175823539495, "eta_seconds": 82545.05488707009, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.39192886456908343, "fast_rcnn/fg_cls_accuracy": 0.5782085561497327, "iteration": 87679, "loss_box_reg": 0.010084381967317313, "loss_cls": 0.04709120525512844, "loss_rpn_cls": 0.0010234272939442235, "loss_rpn_loc": 0.002831819285347592, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5489573983941227, "total_loss": 0.062261603569595536}
{"data_time": 0.004572804784402251, "eta_seconds": 82527.16511853877, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2985257985257985, "fast_rcnn/fg_cls_accuracy": 0.7014742014742015, "iteration": 87699, "loss_box_reg": 0.0100505672453437, "loss_cls": 0.04813730681780726, "loss_rpn_cls": 0.00086748714420537, "loss_rpn_loc": 0.0026309191562177148, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413190594408661, "total_loss": 0.06290978691168903}
{"data_time": 0.004005500581115484, "eta_seconds": 82490.83702023374, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3614982578397212, "fast_rcnn/fg_cls_accuracy": 0.6385017421602788, "iteration": 87719, "loss_box_reg": 0.010446330823469907, "loss_cls": 0.04505225399043411, "loss_rpn_cls": 0.0011787762778112665, "loss_rpn_loc": 0.0023528342662757495, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398678556084633, "total_loss": 0.05988049354209579}
{"data_time": 0.0044920844957232475, "eta_seconds": 82454.21715544187, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4736842105263158, "fast_rcnn/fg_cls_accuracy": 0.5263157894736843, "iteration": 87739, "loss_box_reg": 0.01027018332388252, "loss_cls": 0.04548392415745184, "loss_rpn_cls": 0.0013102054435876198, "loss_rpn_loc": 0.0026201478231087094, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5379767890553921, "total_loss": 0.059473680206565405}
{"data_time": 0.004366816487163305, "eta_seconds": 82465.74984121858, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.38662486938349006, "fast_rcnn/fg_cls_accuracy": 0.61337513061651, "iteration": 87759, "loss_box_reg": 0.010543925978709012, "loss_cls": 0.04785127844661474, "loss_rpn_cls": 0.0009169860271640573, "loss_rpn_loc": 0.002926518598542316, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.546081081032753, "total_loss": 0.06194425922763003}
{"data_time": 0.004078881815075874, "eta_seconds": 82445.29426169652, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35555555555555557, "fast_rcnn/fg_cls_accuracy": 0.6444444444444444, "iteration": 87779, "loss_box_reg": 0.010189068416366354, "loss_cls": 0.046220885909860954, "loss_rpn_cls": 0.0010471524201420834, "loss_rpn_loc": 0.0025341011369164335, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5460056690499187, "total_loss": 0.05949047654411288}
{"data_time": 0.003909074002876878, "eta_seconds": 82421.72523019952, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3294573643410853, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 87799, "loss_box_reg": 0.01011164003284648, "loss_cls": 0.04716331046074629, "loss_rpn_cls": 0.000942598029837427, "loss_rpn_loc": 0.0025180647025990766, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5396881431806833, "total_loss": 0.06127575884761427}
{"data_time": 0.004347031703218818, "eta_seconds": 82410.89458845207, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.37777777777777777, "fast_rcnn/fg_cls_accuracy": 0.6222222222222222, "iteration": 87819, "loss_box_reg": 0.011127219506306574, "loss_cls": 0.04577344813151285, "loss_rpn_cls": 0.0008685411365831897, "loss_rpn_loc": 0.0025563850431353785, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5347894679289311, "total_loss": 0.061245708488627315}
{"data_time": 0.004578667460009456, "eta_seconds": 82422.41552268877, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4340425531914894, "fast_rcnn/fg_cls_accuracy": 0.5659574468085107, "iteration": 87839, "loss_box_reg": 0.01060875627445057, "loss_cls": 0.05005352688021958, "loss_rpn_cls": 0.0011017666431598627, "loss_rpn_loc": 0.0020871039014309645, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5426353248767555, "total_loss": 0.062482508525931735}
{"data_time": 0.00432189111597836, "eta_seconds": 82429.77407155512, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.47212121212121216, "fast_rcnn/fg_cls_accuracy": 0.5278787878787878, "iteration": 87859, "loss_box_reg": 0.009387347148731351, "loss_cls": 0.04488716315245256, "loss_rpn_cls": 0.0006958677074067054, "loss_rpn_loc": 0.002776522675048909, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5489880715031177, "total_loss": 0.059877350711985855}
{"data_time": 0.004348463378846645, "eta_seconds": 82418.93810043996, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.37410329985652796, "fast_rcnn/fg_cls_accuracy": 0.6258967001434721, "iteration": 87879, "loss_box_reg": 0.010253974760416895, "loss_cls": 0.04772367817349732, "loss_rpn_cls": 0.001207909759841641, "loss_rpn_loc": 0.002405505729257129, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5485918472986668, "total_loss": 0.06304741722590279}
{"data_time": 0.003776771016418934, "eta_seconds": 82408.1021293248, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4148148148148148, "fast_rcnn/fg_cls_accuracy": 0.5851851851851851, "iteration": 87899, "loss_box_reg": 0.010321589565137401, "loss_cls": 0.04892837617080659, "loss_rpn_cls": 0.0014643912493284006, "loss_rpn_loc": 0.0032138872593350243, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416166628710926, "total_loss": 0.06540109611603384}
{"data_time": 0.004108736757189035, "eta_seconds": 82420.63093495788, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4642857142857143, "fast_rcnn/fg_cls_accuracy": 0.4994047619047619, "iteration": 87919, "loss_box_reg": 0.00992235989542678, "loss_cls": 0.04757049598265439, "loss_rpn_cls": 0.0007121559676761535, "loss_rpn_loc": 0.002843679150828393, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.544073463184759, "total_loss": 0.062422901181889756}
{"data_time": 0.0035307444632053375, "eta_seconds": 82463.75675064255, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3685483870967742, "fast_rcnn/fg_cls_accuracy": 0.602747909199522, "iteration": 87939, "loss_box_reg": 0.009765519411303103, "loss_cls": 0.04780962795484811, "loss_rpn_cls": 0.0011780671388805786, "loss_rpn_loc": 0.002192586403907626, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5427004045341164, "total_loss": 0.06252497019454495}
{"data_time": 0.004679726902395487, "eta_seconds": 82531.10959005356, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36191860465116277, "fast_rcnn/fg_cls_accuracy": 0.6380813953488372, "iteration": 87959, "loss_box_reg": 0.010910574201261625, "loss_cls": 0.04750623015570454, "loss_rpn_cls": 0.0012554201734928938, "loss_rpn_loc": 0.003230287504266016, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444546355865896, "total_loss": 0.0628883599019332}
{"data_time": 0.0040163828525692225, "eta_seconds": 82549.44948625285, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23653455284552843, "fast_rcnn/fg_cls_accuracy": 0.747096399535424, "iteration": 87979, "loss_box_reg": 0.011612706090090796, "loss_cls": 0.048288335325196385, "loss_rpn_cls": 0.0012323580517659138, "loss_rpn_loc": 0.0024102779771055793, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5469230080489069, "total_loss": 0.06282315010460593}
{"data_time": 0.004214430460706353, "eta_seconds": 82538.58921701554, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44400199104031857, "fast_rcnn/fg_cls_accuracy": 0.5559980089596814, "iteration": 87999, "loss_box_reg": 0.010439199424581602, "loss_cls": 0.04833771369885653, "loss_rpn_cls": 0.0017450141422159504, "loss_rpn_loc": 0.002587167593446793, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5440067418385297, "total_loss": 0.06283082582518773}
{"data_time": 0.004045914392918348, "eta_seconds": 82536.19936103304, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3777589134125636, "fast_rcnn/fg_cls_accuracy": 0.6222410865874364, "iteration": 88019, "loss_box_reg": 0.010867878561839461, "loss_cls": 0.04793345811776817, "loss_rpn_cls": 0.0011301273261778988, "loss_rpn_loc": 0.0030356112474692054, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5438034455291927, "total_loss": 0.06328254795198518}
{"data_time": 0.0046355584636330605, "eta_seconds": 82525.33797712834, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33540218470705063, "fast_rcnn/fg_cls_accuracy": 0.6278464541314248, "iteration": 88039, "loss_box_reg": 0.01041499909479171, "loss_cls": 0.04800195666030049, "loss_rpn_cls": 0.0012495090254560637, "loss_rpn_loc": 0.0021413460599433165, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5418325157370418, "total_loss": 0.06264206670539352}
{"data_time": 0.004043188877403736, "eta_seconds": 82514.47659322363, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39090909090909093, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 88059, "loss_box_reg": 0.011068574211094528, "loss_cls": 0.04710479645291343, "loss_rpn_cls": 0.001395519167601833, "loss_rpn_loc": 0.002513776078558294, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354353673756123, "total_loss": 0.06160929058160036}
{"data_time": 0.004153854446485639, "eta_seconds": 82480.99946512422, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2584541062801933, "fast_rcnn/fg_cls_accuracy": 0.7276570048309179, "iteration": 88079, "loss_box_reg": 0.009750509983859956, "loss_cls": 0.04579505993751809, "loss_rpn_cls": 0.0011047066470837308, "loss_rpn_loc": 0.0027670254203258082, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5359933858271688, "total_loss": 0.06273709576049669}
{"data_time": 0.004300909116864204, "eta_seconds": 82493.4576328455, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3074127906976744, "fast_rcnn/fg_cls_accuracy": 0.6925872093023255, "iteration": 88099, "loss_box_reg": 0.009615126706194133, "loss_cls": 0.0468632917618379, "loss_rpn_cls": 0.001016261331557189, "loss_rpn_loc": 0.0025378692662343383, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5512832361273468, "total_loss": 0.05918684387529538}
{"data_time": 0.004514813423156738, "eta_seconds": 82485.30874683545, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 88119, "loss_box_reg": 0.00969842795166187, "loss_cls": 0.047115348861552775, "loss_rpn_cls": 0.0012093336445104796, "loss_rpn_loc": 0.0027339901480445405, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.54197419853881, "total_loss": 0.0632237553450068}
{"data_time": 0.0039004762656986713, "eta_seconds": 82471.03105760482, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33, "fast_rcnn/fg_cls_accuracy": 0.6699999999999999, "iteration": 88139, "loss_box_reg": 0.009569280984578654, "loss_cls": 0.045257832389324903, "loss_rpn_cls": 0.0008292518007237959, "loss_rpn_loc": 0.0023348057475232054, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5428927366156131, "total_loss": 0.05897029613720406}
{"data_time": 0.004420549841597676, "eta_seconds": 82369.29212554242, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3637566137566137, "fast_rcnn/fg_cls_accuracy": 0.6177248677248677, "iteration": 88159, "loss_box_reg": 0.010735334362834692, "loss_cls": 0.0458507597213611, "loss_rpn_cls": 0.001163537804814041, "loss_rpn_loc": 0.002270990516990423, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5306257742922753, "total_loss": 0.06091259063953203}
{"data_time": 0.004407118074595928, "eta_seconds": 82304.17185834842, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2971813725490196, "fast_rcnn/fg_cls_accuracy": 0.7028186274509804, "iteration": 88179, "loss_box_reg": 0.009557421290082857, "loss_cls": 0.04384117457084358, "loss_rpn_cls": 0.0009001361464697766, "loss_rpn_loc": 0.0026064006287924713, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5430731549859047, "total_loss": 0.05938032069457222}
{"data_time": 0.0037686435971409082, "eta_seconds": 82293.32959385822, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35564454614797864, "fast_rcnn/fg_cls_accuracy": 0.6443554538520213, "iteration": 88199, "loss_box_reg": 0.010317474574549124, "loss_cls": 0.04578000181936659, "loss_rpn_cls": 0.0013240161865724076, "loss_rpn_loc": 0.0032604089137748815, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418179165571928, "total_loss": 0.0625389176360045}
{"data_time": 0.004473256878554821, "eta_seconds": 82282.48732936801, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3256756756756757, "fast_rcnn/fg_cls_accuracy": 0.6743243243243243, "iteration": 88219, "loss_box_reg": 0.00980137471924536, "loss_cls": 0.042732954025268555, "loss_rpn_cls": 0.0007372839243089402, "loss_rpn_loc": 0.0026563437349977903, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5439772442914546, "total_loss": 0.05640806088104}
{"data_time": 0.004298438550904393, "eta_seconds": 82269.04125737026, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4873054873054873, "fast_rcnn/fg_cls_accuracy": 0.5126945126945127, "iteration": 88239, "loss_box_reg": 0.010672494914615527, "loss_cls": 0.04882498038932681, "loss_rpn_cls": 0.0007378700672404648, "loss_rpn_loc": 0.002705639966734452, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457002541515976, "total_loss": 0.06272875053514326}
{"data_time": 0.004444675287231803, "eta_seconds": 82301.45641398011, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42403846153846153, "fast_rcnn/fg_cls_accuracy": 0.575, "iteration": 88259, "loss_box_reg": 0.01052915520267561, "loss_cls": 0.048292015912011266, "loss_rpn_cls": 0.0006375988817239886, "loss_rpn_loc": 0.002302080778463278, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5452797973994166, "total_loss": 0.06315561523888391}
{"data_time": 0.004082363564521074, "eta_seconds": 82249.96053589741, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5302702702702703, "fast_rcnn/fg_cls_accuracy": 0.4506599622878693, "iteration": 88279, "loss_box_reg": 0.009609347878722474, "loss_cls": 0.04817510081920773, "loss_rpn_cls": 0.0007346631969085138, "loss_rpn_loc": 0.002686702042410616, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5397298005409539, "total_loss": 0.06292751568167887}
{"data_time": 0.0038544517010450363, "eta_seconds": 82236.51549333706, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4570175438596491, "fast_rcnn/fg_cls_accuracy": 0.5429824561403509, "iteration": 88299, "loss_box_reg": 0.00960325583582744, "loss_cls": 0.044664196437224746, "loss_rpn_cls": 0.0011310923330256628, "loss_rpn_loc": 0.0022052711919968715, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409286520443857, "total_loss": 0.05835275344429647}
{"data_time": 0.003999943612143397, "eta_seconds": 82218.8449437921, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.40927750410509034, "fast_rcnn/fg_cls_accuracy": 0.49546279491833034, "iteration": 88319, "loss_box_reg": 0.010074851219542325, "loss_cls": 0.04905747511656955, "loss_rpn_cls": 0.001074614114884298, "loss_rpn_loc": 0.0025791487423703074, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5522614119108766, "total_loss": 0.06380961183566569}
{"data_time": 0.00418983306735754, "eta_seconds": 82186.44197834143, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18151969981238275, "fast_rcnn/fg_cls_accuracy": 0.8184803001876173, "iteration": 88339, "loss_box_reg": 0.010072294709971175, "loss_cls": 0.04607919231057167, "loss_rpn_cls": 0.0012149955378504274, "loss_rpn_loc": 0.0027690260412782663, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420241148676723, "total_loss": 0.06052219074018694}
{"data_time": 0.003650012891739607, "eta_seconds": 82203.98972930387, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.563301282051282, "fast_rcnn/fg_cls_accuracy": 0.43669871794871795, "iteration": 88359, "loss_box_reg": 0.010773053450975567, "loss_cls": 0.049837703234516084, "loss_rpn_cls": 0.0008751504833526269, "loss_rpn_loc": 0.0024574007220508065, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5455820879433304, "total_loss": 0.06624668314179871}
{"data_time": 0.004213086562231183, "eta_seconds": 82193.14780795947, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.1629143214509068, "fast_rcnn/fg_cls_accuracy": 0.770979020979021, "iteration": 88379, "loss_box_reg": 0.009772663965122774, "loss_cls": 0.04774547147098929, "loss_rpn_cls": 0.0009246874720929554, "loss_rpn_loc": 0.0032169962214538828, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415983605198562, "total_loss": 0.06046319056940774}
{"data_time": 0.00428082887083292, "eta_seconds": 82148.78412652388, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39020270270270274, "fast_rcnn/fg_cls_accuracy": 0.5472972972972974, "iteration": 88399, "loss_box_reg": 0.01067386448266916, "loss_cls": 0.049150577397085726, "loss_rpn_cls": 0.0014221910371077229, "loss_rpn_loc": 0.00237149712847895, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.533098618965596, "total_loss": 0.06507879761966251}
{"data_time": 0.004732074681669474, "eta_seconds": 82143.08926829556, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19210526315789472, "fast_rcnn/fg_cls_accuracy": 0.8026315789473684, "iteration": 88419, "loss_box_reg": 0.009500166226644069, "loss_cls": 0.046920850058086216, "loss_rpn_cls": 0.0006420763440928567, "loss_rpn_loc": 0.002519631179893622, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5536052379757166, "total_loss": 0.060613926774067295}
{"data_time": 0.004131498513743281, "eta_seconds": 82134.75424826914, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3495475113122172, "fast_rcnn/fg_cls_accuracy": 0.6504524886877828, "iteration": 88439, "loss_box_reg": 0.010322045360226184, "loss_cls": 0.04717252409318462, "loss_rpn_cls": 0.0008216137529188927, "loss_rpn_loc": 0.002376082898990717, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5416846694424748, "total_loss": 0.06088088729001129}
{"data_time": 0.004156260984018445, "eta_seconds": 82123.91574044083, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36864864864864866, "fast_rcnn/fg_cls_accuracy": 0.6313513513513513, "iteration": 88459, "loss_box_reg": 0.009941569005604833, "loss_cls": 0.045132733532227576, "loss_rpn_cls": 0.0007378395891919354, "loss_rpn_loc": 0.002878384926589206, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5358150226529688, "total_loss": 0.057853396440123106}
{"data_time": 0.004835152765735984, "eta_seconds": 82097.18455193192, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39583333333333337, "fast_rcnn/fg_cls_accuracy": 0.584349593495935, "iteration": 88479, "loss_box_reg": 0.010535504698054865, "loss_cls": 0.047461664653383195, "loss_rpn_cls": 0.0010584666273700805, "loss_rpn_loc": 0.0022256743868638296, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5362597175408155, "total_loss": 0.06139592032201335}
{"data_time": 0.004885098896920681, "eta_seconds": 82121.27575523267, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3449292452830189, "fast_rcnn/fg_cls_accuracy": 0.6550707547169812, "iteration": 88499, "loss_box_reg": 0.011113526241388172, "loss_cls": 0.046896356623619795, "loss_rpn_cls": 0.0014235174355690106, "loss_rpn_loc": 0.0024277243956021266, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.550733779091388, "total_loss": 0.0619798590589653}
{"data_time": 0.0042743750382214785, "eta_seconds": 82117.25435854867, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.44155844155844154, "fast_rcnn/fg_cls_accuracy": 0.5584415584415584, "iteration": 88519, "loss_box_reg": 0.01029275348992087, "loss_cls": 0.047068430692888796, "loss_rpn_cls": 0.0009641694406923307, "loss_rpn_loc": 0.0022263686350925127, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5463873245753348, "total_loss": 0.061527279375809485}
{"data_time": 0.0043631179723888636, "eta_seconds": 82124.12772571924, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3612078977932637, "fast_rcnn/fg_cls_accuracy": 0.6387921022067364, "iteration": 88539, "loss_box_reg": 0.010385110887000337, "loss_cls": 0.047224103356711566, "loss_rpn_cls": 0.0013274438442891778, "loss_rpn_loc": 0.0025222927106369752, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5496756820939481, "total_loss": 0.061442923155937024}
{"data_time": 0.004321226850152016, "eta_seconds": 82113.28346512071, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3093167701863354, "fast_rcnn/fg_cls_accuracy": 0.6906832298136646, "iteration": 88559, "loss_box_reg": 0.00923736413824372, "loss_cls": 0.046600882429629564, "loss_rpn_cls": 0.001347351587810408, "loss_rpn_loc": 0.003428583022468956, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540441915858537, "total_loss": 0.06243683362305319}
{"data_time": 0.003948995843529701, "eta_seconds": 82099.34719588794, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4407692307692308, "fast_rcnn/fg_cls_accuracy": 0.5392307692307692, "iteration": 88579, "loss_box_reg": 0.010417332203360274, "loss_cls": 0.0506352090742439, "loss_rpn_cls": 0.0008453103218926117, "loss_rpn_loc": 0.002193071588408202, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5439152396284044, "total_loss": 0.06348288724461781}
{"data_time": 0.003848644206300378, "eta_seconds": 82094.50116024236, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.27521008403361347, "fast_rcnn/fg_cls_accuracy": 0.7247899159663866, "iteration": 88599, "loss_box_reg": 0.009874668612610549, "loss_cls": 0.04727179557085037, "loss_rpn_cls": 0.0008125004378598533, "loss_rpn_loc": 0.0028296207019593567, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432686004787683, "total_loss": 0.06166778792248806}
{"data_time": 0.004040244035422802, "eta_seconds": 82083.65651573404, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46511627906976744, "fast_rcnn/fg_cls_accuracy": 0.5348837209302326, "iteration": 88619, "loss_box_reg": 0.010721661557909101, "loss_cls": 0.04745061189169064, "loss_rpn_cls": 0.0007660566469667174, "loss_rpn_loc": 0.0022449160696851322, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5469327419996262, "total_loss": 0.06196977453453201}
{"data_time": 0.004175661597400904, "eta_seconds": 82095.4921594176, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6761904761904762, "iteration": 88639, "loss_box_reg": 0.010017813357990235, "loss_cls": 0.04792437271680683, "loss_rpn_cls": 0.0011105415469501168, "loss_rpn_loc": 0.003913016127626179, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5446307396050543, "total_loss": 0.06413707303738647}
{"data_time": 0.004016871331259608, "eta_seconds": 82108.97786958818, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6589147286821706, "iteration": 88659, "loss_box_reg": 0.01064935710746795, "loss_cls": 0.04774610081221908, "loss_rpn_cls": 0.0006989977547959825, "loss_rpn_loc": 0.003072049054026138, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.539253433002159, "total_loss": 0.061703786960833895}
{"data_time": 0.003753316355869174, "eta_seconds": 82051.12258220906, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4135254988913526, "fast_rcnn/fg_cls_accuracy": 0.5864745011086474, "iteration": 88679, "loss_box_reg": 0.010155508294701576, "loss_cls": 0.04790305107599124, "loss_rpn_cls": 0.0010241560205486167, "loss_rpn_loc": 0.002049868973699631, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5402777569834143, "total_loss": 0.06236588842764945}
{"data_time": 0.004136906936764717, "eta_seconds": 82044.97038283828, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3448616600790514, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 88699, "loss_box_reg": 0.009809337934711948, "loss_cls": 0.049395992420613766, "loss_rpn_cls": 0.0008278628120024223, "loss_rpn_loc": 0.0026242936328344513, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5434170155785978, "total_loss": 0.062457932558459106}
{"data_time": 0.004193520173430443, "eta_seconds": 82034.12511805049, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.30180180180180183, "fast_rcnn/fg_cls_accuracy": 0.6981981981981982, "iteration": 88719, "loss_box_reg": 0.009398333873832598, "loss_cls": 0.046056437597144395, "loss_rpn_cls": 0.0007867836375226034, "loss_rpn_loc": 0.0026858250348595902, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5394177210982889, "total_loss": 0.05925451156406325}
{"data_time": 0.003995669772848487, "eta_seconds": 82034.5901769048, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3181818181818182, "fast_rcnn/fg_cls_accuracy": 0.6818181818181819, "iteration": 88739, "loss_box_reg": 0.010295060084899887, "loss_cls": 0.04631400539074093, "loss_rpn_cls": 0.0010599557981549879, "loss_rpn_loc": 0.002953768733277684, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5422161181923002, "total_loss": 0.06029293101380517}
{"data_time": 0.003955636639147997, "eta_seconds": 82012.43458847492, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.40212765957446805, "fast_rcnn/fg_cls_accuracy": 0.597872340425532, "iteration": 88759, "loss_box_reg": 0.009232231474015862, "loss_cls": 0.047039616387337446, "loss_rpn_cls": 0.0009640206651511107, "loss_rpn_loc": 0.0031327949145634193, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5419189718086272, "total_loss": 0.06105406969709293}
{"data_time": 0.003943240037187934, "eta_seconds": 81985.36746471352, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.393048128342246, "fast_rcnn/fg_cls_accuracy": 0.5331304935767411, "iteration": 88779, "loss_box_reg": 0.010816558438818902, "loss_cls": 0.04500297398772091, "loss_rpn_cls": 0.0014116694372319216, "loss_rpn_loc": 0.002967237975099124, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5371982725337148, "total_loss": 0.061123008925619615}
{"data_time": 0.003942280542105436, "eta_seconds": 81982.28715887642, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.488034188034188, "fast_rcnn/fg_cls_accuracy": 0.5119658119658119, "iteration": 88799, "loss_box_reg": 0.01014475870761089, "loss_cls": 0.0486896222573705, "loss_rpn_cls": 0.0011557337522845046, "loss_rpn_loc": 0.0023886127564765047, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5450493493117392, "total_loss": 0.06382877174632995}
{"data_time": 0.004626225447282195, "eta_seconds": 81991.20313586877, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40700483091787437, "fast_rcnn/fg_cls_accuracy": 0.5338753387533876, "iteration": 88819, "loss_box_reg": 0.009746319410623983, "loss_cls": 0.04725245165172964, "loss_rpn_cls": 0.0012072707136212557, "loss_rpn_loc": 0.0027572075232455973, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5468330774456263, "total_loss": 0.06242761709103206}
{"data_time": 0.004195724381133914, "eta_seconds": 81980.35637560976, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3114035087719298, "fast_rcnn/fg_cls_accuracy": 0.6885964912280702, "iteration": 88839, "loss_box_reg": 0.010381319880252704, "loss_cls": 0.04734569985885173, "loss_rpn_cls": 0.0008347679901135052, "loss_rpn_loc": 0.0024827600063872524, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.542730383342132, "total_loss": 0.06079183450333403}
{"data_time": 0.0038923844695091248, "eta_seconds": 81949.75472040358, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38625730994152047, "fast_rcnn/fg_cls_accuracy": 0.6137426900584795, "iteration": 88859, "loss_box_reg": 0.010036822292022407, "loss_cls": 0.04665717773605138, "loss_rpn_cls": 0.0006638811404400258, "loss_rpn_loc": 0.002235231553640915, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5397793021984398, "total_loss": 0.06081124273407568}
{"data_time": 0.00408203830011189, "eta_seconds": 81917.91092870524, "fast_rcnn/cls_accuracy": 0.98779296875, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 88879, "loss_box_reg": 0.009371872787596658, "loss_cls": 0.047101508534979075, "loss_rpn_cls": 0.0010484091596936196, "loss_rpn_loc": 0.0032350533147109672, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5368792959488928, "total_loss": 0.06141172862817257}
{"data_time": 0.004391728434711695, "eta_seconds": 81907.0695617306, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3524193548387097, "fast_rcnn/fg_cls_accuracy": 0.6475806451612903, "iteration": 88899, "loss_box_reg": 0.009845844353549182, "loss_cls": 0.04537716135382652, "loss_rpn_cls": 0.0011954653039083496, "loss_rpn_loc": 0.002509173151338473, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5370803156401962, "total_loss": 0.060263952718742075}
{"data_time": 0.003921985160559416, "eta_seconds": 81890.1515264439, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25290697674418605, "fast_rcnn/fg_cls_accuracy": 0.747093023255814, "iteration": 88919, "loss_box_reg": 0.01018618160742335, "loss_cls": 0.04660509218228981, "loss_rpn_cls": 0.0008387468251385144, "loss_rpn_loc": 0.002758512944637914, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5408398227300495, "total_loss": 0.05942622546740495}
{"data_time": 0.004607499577105045, "eta_seconds": 81881.92449736618, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4142228739002933, "fast_rcnn/fg_cls_accuracy": 0.5857771260997068, "iteration": 88939, "loss_box_reg": 0.0101915979757905, "loss_cls": 0.04789562616497278, "loss_rpn_cls": 0.0011604188673572935, "loss_rpn_loc": 0.0032157897694560234, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432956276927143, "total_loss": 0.0637812485956033}
{"data_time": 0.004096685443073511, "eta_seconds": 81868.47040134505, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.49243951612903225, "fast_rcnn/fg_cls_accuracy": 0.42989056087551303, "iteration": 88959, "loss_box_reg": 0.009878652053885162, "loss_cls": 0.046587983262725174, "loss_rpn_cls": 0.0010569143257725955, "loss_rpn_loc": 0.0024579479650128633, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5417758403345942, "total_loss": 0.06048912722633304}
{"data_time": 0.004048933507874608, "eta_seconds": 81834.52039073198, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3666666666666667, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 88979, "loss_box_reg": 0.009528248076094314, "loss_cls": 0.04595079715363681, "loss_rpn_cls": 0.0013310568755855456, "loss_rpn_loc": 0.002612338792459923, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5363616840913892, "total_loss": 0.060314753657678466}
{"data_time": 0.004198986105620861, "eta_seconds": 81827.21465134853, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.48133848133848134, "fast_rcnn/fg_cls_accuracy": 0.49359886201991465, "iteration": 88999, "loss_box_reg": 0.010435611853608862, "loss_cls": 0.046005800482816994, "loss_rpn_cls": 0.0005842560005930864, "loss_rpn_loc": 0.0033585678775125416, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5464074464980513, "total_loss": 0.06164320872210283}
{"data_time": 0.004111668560653925, "eta_seconds": 81814.60500522866, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4907407407407407, "fast_rcnn/fg_cls_accuracy": 0.5092592592592593, "iteration": 89019, "loss_box_reg": 0.009412947692908347, "loss_cls": 0.04889444261789322, "loss_rpn_cls": 0.001813088482663261, "loss_rpn_loc": 0.0022765712164982688, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5302912171464413, "total_loss": 0.06256163518810354}
{"data_time": 0.003850843757390976, "eta_seconds": 81789.46769234724, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4176282051282051, "fast_rcnn/fg_cls_accuracy": 0.553125, "iteration": 89039, "loss_box_reg": 0.009998901456128806, "loss_cls": 0.04872864612843841, "loss_rpn_cls": 0.0008789478243897975, "loss_rpn_loc": 0.002304420810105512, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5372057750355452, "total_loss": 0.06193923865691886}
{"data_time": 0.003871571971103549, "eta_seconds": 81791.170382248, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.33051948051948055, "fast_rcnn/fg_cls_accuracy": 0.6463068181818181, "iteration": 89059, "loss_box_reg": 0.00980048140627332, "loss_cls": 0.04701840621419251, "loss_rpn_cls": 0.000757754257108445, "loss_rpn_loc": 0.00225426106408122, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5407045613974333, "total_loss": 0.06533518590282483}
{"data_time": 0.004441936034709215, "eta_seconds": 81787.3273047593, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 89079, "loss_box_reg": 0.010365554713644087, "loss_cls": 0.04356885381275788, "loss_rpn_cls": 0.000745520399959787, "loss_rpn_loc": 0.002331333718757378, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5428156151901931, "total_loss": 0.058660213479242884}
{"data_time": 0.0038596990052610636, "eta_seconds": 81724.44801226119, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21785714285714286, "fast_rcnn/fg_cls_accuracy": 0.7128919860627179, "iteration": 89099, "loss_box_reg": 0.010175207833526656, "loss_cls": 0.04518039972754195, "loss_rpn_cls": 0.0014730125201367628, "loss_rpn_loc": 0.0022128790369606577, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5346808880567551, "total_loss": 0.05961493010960339}
{"data_time": 0.0040186739061027765, "eta_seconds": 81687.46054192097, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2638888888888889, "fast_rcnn/fg_cls_accuracy": 0.7215762273901809, "iteration": 89119, "loss_box_reg": 0.009711996361147612, "loss_cls": 0.04619994311360642, "loss_rpn_cls": 0.001238975453702551, "loss_rpn_loc": 0.0027174912283953745, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5343826201278716, "total_loss": 0.06178418722799961}
{"data_time": 0.004000939428806305, "eta_seconds": 81670.6454102348, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41559062649450024, "fast_rcnn/fg_cls_accuracy": 0.5844093735054998, "iteration": 89139, "loss_box_reg": 0.009197092964313924, "loss_cls": 0.04655409581027925, "loss_rpn_cls": 0.0012001734888826832, "loss_rpn_loc": 0.001991126597204129, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5387161704711616, "total_loss": 0.06250513072700414}
{"data_time": 0.0039238580502569675, "eta_seconds": 81714.19460915914, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32976973684210525, "fast_rcnn/fg_cls_accuracy": 0.6328626444159178, "iteration": 89159, "loss_box_reg": 0.009868797293165699, "loss_cls": 0.04779780510580167, "loss_rpn_cls": 0.001107003003767204, "loss_rpn_loc": 0.0029553603562817443, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5410796480719, "total_loss": 0.06194152742777703}
{"data_time": 0.004611768526956439, "eta_seconds": 81695.08626074553, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5716625716625716, "fast_rcnn/fg_cls_accuracy": 0.4283374283374284, "iteration": 89179, "loss_box_reg": 0.009790236013941467, "loss_cls": 0.04954959522001445, "loss_rpn_cls": 0.001081783589825136, "loss_rpn_loc": 0.0028409461592673324, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5429983320645988, "total_loss": 0.06351160397070998}
{"data_time": 0.004472275963053107, "eta_seconds": 81715.30786740105, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41488095238095235, "fast_rcnn/fg_cls_accuracy": 0.5541666666666667, "iteration": 89199, "loss_box_reg": 0.01052102807443589, "loss_cls": 0.046829635568428785, "loss_rpn_cls": 0.0008898815839302188, "loss_rpn_loc": 0.003060298287891783, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5484893703833222, "total_loss": 0.06309062862510473}
{"data_time": 0.004365563625469804, "eta_seconds": 81695.23968930007, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.23677032187670485, "fast_rcnn/fg_cls_accuracy": 0.7632296781232951, "iteration": 89219, "loss_box_reg": 0.010369743686169386, "loss_cls": 0.04927911749109626, "loss_rpn_cls": 0.0011051144470002328, "loss_rpn_loc": 0.002189842940424569, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5478583269286901, "total_loss": 0.06310143227949538}
{"data_time": 0.004344732966274023, "eta_seconds": 81695.38991789217, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.36047008547008547, "fast_rcnn/fg_cls_accuracy": 0.6395299145299145, "iteration": 89239, "loss_box_reg": 0.009553404699545354, "loss_cls": 0.04670907516265288, "loss_rpn_cls": 0.0007955537748784991, "loss_rpn_loc": 0.002590183928987244, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5477431819308549, "total_loss": 0.06009994397390983}
{"data_time": 0.003880056319758296, "eta_seconds": 81682.79536103806, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4797297297297297, "fast_rcnn/fg_cls_accuracy": 0.48333333333333334, "iteration": 89259, "loss_box_reg": 0.010179522912949324, "loss_cls": 0.0447481555165723, "loss_rpn_cls": 0.0008345423377704719, "loss_rpn_loc": 0.002497418852726696, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5507682885508984, "total_loss": 0.059831889576912545}
{"data_time": 0.0043370104394853115, "eta_seconds": 81689.49016092857, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2343937575030012, "fast_rcnn/fg_cls_accuracy": 0.7194989106753813, "iteration": 89279, "loss_box_reg": 0.00993073807330802, "loss_cls": 0.04706595069728792, "loss_rpn_cls": 0.0007728757913696427, "loss_rpn_loc": 0.0030164707932271995, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5432699315715581, "total_loss": 0.06149383851447965}
{"data_time": 0.004237037152051926, "eta_seconds": 81678.65033234982, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2394957983193277, "fast_rcnn/fg_cls_accuracy": 0.7605042016806722, "iteration": 89299, "loss_box_reg": 0.010042707435786724, "loss_cls": 0.046638286381494254, "loss_rpn_cls": 0.0017487469229990893, "loss_rpn_loc": 0.002961566366138868, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399318926502019, "total_loss": 0.06217621841096843}
{"data_time": 0.004232741193845868, "eta_seconds": 81656.29575647623, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.5982142857142857, "iteration": 89319, "loss_box_reg": 0.010447660606587306, "loss_cls": 0.04745925491442904, "loss_rpn_cls": 0.0008265166530350143, "loss_rpn_loc": 0.0029949157033115625, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413339172955602, "total_loss": 0.0636800297062905}
{"data_time": 0.003987837815657258, "eta_seconds": 81665.106325906, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.34750000000000003, "fast_rcnn/fg_cls_accuracy": 0.6316666666666667, "iteration": 89339, "loss_box_reg": 0.009977098205126822, "loss_cls": 0.047984511009417474, "loss_rpn_cls": 0.0012738038115998052, "loss_rpn_loc": 0.0022477315815194743, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5507123174611479, "total_loss": 0.06026872812964257}
{"data_time": 0.0037667464930564165, "eta_seconds": 81634.61915604048, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.35833333333333334, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 89359, "loss_box_reg": 0.009600630874047056, "loss_cls": 0.0468682058271952, "loss_rpn_cls": 0.001009969758342777, "loss_rpn_loc": 0.0024980151902127545, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5417154179885983, "total_loss": 0.06313427659253534}
{"data_time": 0.00412151706404984, "eta_seconds": 81631.83337180107, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.44193548387096776, "fast_rcnn/fg_cls_accuracy": 0.5580645161290323, "iteration": 89379, "loss_box_reg": 0.010103717635502107, "loss_cls": 0.043957820045761764, "loss_rpn_cls": 0.0008305830479002907, "loss_rpn_loc": 0.002731112552282866, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412439156789333, "total_loss": 0.05797355536151372}
{"data_time": 0.004285096889361739, "eta_seconds": 81659.10942453775, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4736842105263158, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 89399, "loss_box_reg": 0.009780980355571955, "loss_cls": 0.04641179397003725, "loss_rpn_cls": 0.0007498415238842426, "loss_rpn_loc": 0.002840032600943232, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5437237280420959, "total_loss": 0.06058634807516228}
{"data_time": 0.004151403903961182, "eta_seconds": 81648.26499330229, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4221774193548387, "fast_rcnn/fg_cls_accuracy": 0.5778225806451613, "iteration": 89419, "loss_box_reg": 0.00988604873418808, "loss_cls": 0.048628801247105, "loss_rpn_cls": 0.0012228692033886546, "loss_rpn_loc": 0.0025006834148371127, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432838369160891, "total_loss": 0.06345703258091362}
{"data_time": 0.0042627244256436825, "eta_seconds": 81634.34611458611, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4532051282051282, "fast_rcnn/fg_cls_accuracy": 0.5083333333333333, "iteration": 89439, "loss_box_reg": 0.011409542785258964, "loss_cls": 0.04950293182628229, "loss_rpn_cls": 0.0011956262490571135, "loss_rpn_loc": 0.0024033484296523966, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405953319277614, "total_loss": 0.06543101142574415}
{"data_time": 0.004141289973631501, "eta_seconds": 81623.50209174957, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.45670995670995673, "fast_rcnn/fg_cls_accuracy": 0.5432900432900433, "iteration": 89459, "loss_box_reg": 0.009602181584341452, "loss_cls": 0.048411204013973475, "loss_rpn_cls": 0.0016590843248991405, "loss_rpn_loc": 0.003450800242717378, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5397029388695955, "total_loss": 0.06306051619412756}
{"data_time": 0.003549219574779272, "eta_seconds": 81633.26004732144, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 89479, "loss_box_reg": 0.010698210302507505, "loss_cls": 0.04537026851903647, "loss_rpn_cls": 0.0012272658261167635, "loss_rpn_loc": 0.0027375064528314397, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418851925060153, "total_loss": 0.06004886023271183}
{"data_time": 0.004166333004832268, "eta_seconds": 81647.45050168969, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4917043740573152, "fast_rcnn/fg_cls_accuracy": 0.5082956259426847, "iteration": 89499, "loss_box_reg": 0.009444805822568014, "loss_cls": 0.04673705226741731, "loss_rpn_cls": 0.000545045574199321, "loss_rpn_loc": 0.0021272676458465867, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5461110936012119, "total_loss": 0.05928167618651514}
{"data_time": 0.004018221516162157, "eta_seconds": 81590.9054858447, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38055555555555554, "fast_rcnn/fg_cls_accuracy": 0.5804878048780489, "iteration": 89519, "loss_box_reg": 0.01045253689517267, "loss_cls": 0.04580269509460777, "loss_rpn_cls": 0.0007529228618636807, "loss_rpn_loc": 0.00283373405909515, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5367555925622582, "total_loss": 0.05999419912336634}
{"data_time": 0.0037975439336150885, "eta_seconds": 81545.118416121, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4317073170731708, "fast_rcnn/fg_cls_accuracy": 0.5682926829268293, "iteration": 89539, "loss_box_reg": 0.009993603540351614, "loss_cls": 0.04571992391720414, "loss_rpn_cls": 0.0010149923800781835, "loss_rpn_loc": 0.0022608768704230897, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390463669318706, "total_loss": 0.059785187508794024}
{"data_time": 0.0038560933899134398, "eta_seconds": 81513.0715379049, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.49448315911730545, "fast_rcnn/fg_cls_accuracy": 0.5055168408826946, "iteration": 89559, "loss_box_reg": 0.010135178628843278, "loss_cls": 0.04966614325530827, "loss_rpn_cls": 0.0012016246279245024, "loss_rpn_loc": 0.0030600681966461707, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5347265806049109, "total_loss": 0.06454017819089586}
{"data_time": 0.003556785173714161, "eta_seconds": 81493.02635071706, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3250300120048019, "fast_rcnn/fg_cls_accuracy": 0.674969987995198, "iteration": 89579, "loss_box_reg": 0.01136795710772276, "loss_cls": 0.04653633967973292, "loss_rpn_cls": 0.0007815996168005768, "loss_rpn_loc": 0.0026191089546045987, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436662610154599, "total_loss": 0.06054442850177111}
{"data_time": 0.004163907840847969, "eta_seconds": 81467.58520830912, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43247126436781613, "fast_rcnn/fg_cls_accuracy": 0.5397509578544062, "iteration": 89599, "loss_box_reg": 0.010051590215880424, "loss_cls": 0.04976455285213888, "loss_rpn_cls": 0.0009980691025930355, "loss_rpn_loc": 0.002753115626546787, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5414355674292892, "total_loss": 0.06510080405075769}
{"data_time": 0.00434514950029552, "eta_seconds": 81498.77955535823, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.3572649572649573, "fast_rcnn/fg_cls_accuracy": 0.6427350427350428, "iteration": 89619, "loss_box_reg": 0.010400523780845106, "loss_cls": 0.04788931121584028, "loss_rpn_cls": 0.0015654534067834902, "loss_rpn_loc": 0.0023597258332301863, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5489612929522991, "total_loss": 0.06265788097365999}
{"data_time": 0.004247250501066446, "eta_seconds": 81460.52037361916, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4029605263157895, "fast_rcnn/fg_cls_accuracy": 0.5970394736842105, "iteration": 89639, "loss_box_reg": 0.010368231742177159, "loss_cls": 0.04491342033725232, "loss_rpn_cls": 0.0007945849782799996, "loss_rpn_loc": 0.0030602285951317754, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5415531750768423, "total_loss": 0.059240959599378584}
{"data_time": 0.004268305841833353, "eta_seconds": 81468.19291852694, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.42365967365967366, "fast_rcnn/fg_cls_accuracy": 0.5735930735930737, "iteration": 89659, "loss_box_reg": 0.010887101263506338, "loss_cls": 0.04667012137360871, "loss_rpn_cls": 0.0007394057959118072, "loss_rpn_loc": 0.003004011927259853, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5422385877463967, "total_loss": 0.06189176383099948}
{"data_time": 0.004197317408397794, "eta_seconds": 81447.43453415134, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20294117647058824, "fast_rcnn/fg_cls_accuracy": 0.7225806451612904, "iteration": 89679, "loss_box_reg": 0.009440191963221878, "loss_cls": 0.044516372960060835, "loss_rpn_cls": 0.0008671114781009237, "loss_rpn_loc": 0.0022126888361526653, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5357042530085891, "total_loss": 0.05713654589726502}
{"data_time": 0.003640629816800356, "eta_seconds": 81428.01439652126, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4331550802139037, "fast_rcnn/fg_cls_accuracy": 0.5668449197860963, "iteration": 89699, "loss_box_reg": 0.009619311225833371, "loss_cls": 0.04665158048737794, "loss_rpn_cls": 0.0012578663042859262, "loss_rpn_loc": 0.002471696072461782, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413913785014302, "total_loss": 0.062083812164814844}
{"data_time": 0.004121038597077131, "eta_seconds": 81425.76159835816, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.253315649867374, "fast_rcnn/fg_cls_accuracy": 0.746684350132626, "iteration": 89719, "loss_box_reg": 0.010342680616304278, "loss_cls": 0.04629454540554434, "loss_rpn_cls": 0.0009489360420502635, "loss_rpn_loc": 0.002469115717758541, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415714085102081, "total_loss": 0.060288085242973466}
{"data_time": 0.0042586110066622496, "eta_seconds": 81371.37506779586, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.47732426303854875, "fast_rcnn/fg_cls_accuracy": 0.5226757369614512, "iteration": 89739, "loss_box_reg": 0.009540016326354817, "loss_cls": 0.05048065027222037, "loss_rpn_cls": 0.0009028676913658273, "loss_rpn_loc": 0.0030794818012509495, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5303563410416245, "total_loss": 0.06392372118739331}
{"data_time": 0.0045666859950870275, "eta_seconds": 81347.13251291425, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42249417249417254, "fast_rcnn/fg_cls_accuracy": 0.5775058275058276, "iteration": 89759, "loss_box_reg": 0.009414613305125386, "loss_cls": 0.04618678137194365, "loss_rpn_cls": 0.0013906931307019477, "loss_rpn_loc": 0.0027229042825638317, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380861687008291, "total_loss": 0.06036144609629446}
{"data_time": 0.004240227164700627, "eta_seconds": 81365.51419170201, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 89779, "loss_box_reg": 0.010028815479017794, "loss_cls": 0.048691249336116016, "loss_rpn_cls": 0.0007099504621237429, "loss_rpn_loc": 0.0024232165360444924, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450811295304447, "total_loss": 0.06335123033829859}
{"data_time": 0.004349727416411042, "eta_seconds": 81320.88257717737, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2755102040816326, "fast_rcnn/fg_cls_accuracy": 0.7244897959183674, "iteration": 89799, "loss_box_reg": 0.010080676525831223, "loss_cls": 0.049382881028577685, "loss_rpn_cls": 0.0007946660023208096, "loss_rpn_loc": 0.0027635083006316563, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5337558607570827, "total_loss": 0.06531588809571076}
{"data_time": 0.004224404925480485, "eta_seconds": 81302.72576378356, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4861111111111111, "fast_rcnn/fg_cls_accuracy": 0.5138888888888888, "iteration": 89819, "loss_box_reg": 0.010168759908992797, "loss_cls": 0.04863204387947917, "loss_rpn_cls": 0.0007708046559855575, "loss_rpn_loc": 0.0027468177941045724, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5415218737907708, "total_loss": 0.06210837384401202}
{"data_time": 0.004496516427025199, "eta_seconds": 81269.63286318746, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3700402530189765, "fast_rcnn/fg_cls_accuracy": 0.6299597469810236, "iteration": 89839, "loss_box_reg": 0.010454915172886103, "loss_cls": 0.04796751285903156, "loss_rpn_cls": 0.0007327698777999103, "loss_rpn_loc": 0.002504934567696182, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5359340021386743, "total_loss": 0.06279672541603531}
{"data_time": 0.003630824852734804, "eta_seconds": 81270.73439585301, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4420226678291195, "fast_rcnn/fg_cls_accuracy": 0.5579773321708805, "iteration": 89859, "loss_box_reg": 0.009411545674083754, "loss_cls": 0.043362425290979445, "loss_rpn_cls": 0.0008205350871435257, "loss_rpn_loc": 0.0028079767580493353, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544435350690037, "total_loss": 0.05723995463006304}
{"data_time": 0.004431037465110421, "eta_seconds": 81282.15919736424, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20975609756097563, "fast_rcnn/fg_cls_accuracy": 0.7902439024390244, "iteration": 89879, "loss_box_reg": 0.010898714885115623, "loss_cls": 0.04773251328151673, "loss_rpn_cls": 0.001233367852819356, "loss_rpn_loc": 0.0023780226074450184, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5511660571210086, "total_loss": 0.06407215764738794}
{"data_time": 0.0045126923359930515, "eta_seconds": 81271.33031143923, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.20098039215686275, "fast_rcnn/fg_cls_accuracy": 0.7990196078431373, "iteration": 89899, "loss_box_reg": 0.009913775749737397, "loss_cls": 0.047027227468788624, "loss_rpn_cls": 0.0010538442705865236, "loss_rpn_loc": 0.0026697306566347834, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5356288058683276, "total_loss": 0.06240385421631345}
{"data_time": 0.004572034114971757, "eta_seconds": 81306.42701547313, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.45496323529411764, "fast_rcnn/fg_cls_accuracy": 0.5450367647058824, "iteration": 89919, "loss_box_reg": 0.010119748912984505, "loss_cls": 0.04904301534406841, "loss_rpn_cls": 0.0011157635728977766, "loss_rpn_loc": 0.002529706549466937, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5503294088412076, "total_loss": 0.06388418603933133}
{"data_time": 0.00434927805326879, "eta_seconds": 81275.79428825248, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3449656750572082, "fast_rcnn/fg_cls_accuracy": 0.6293478260869565, "iteration": 89939, "loss_box_reg": 0.010062450863188133, "loss_cls": 0.04900711798109114, "loss_rpn_cls": 0.001204869541197695, "loss_rpn_loc": 0.002896701687859604, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5355178359895945, "total_loss": 0.06454754348351344}
{"data_time": 0.004221379058435559, "eta_seconds": 81264.96192084346, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2486449864498645, "fast_rcnn/fg_cls_accuracy": 0.7513550135501355, "iteration": 89959, "loss_box_reg": 0.00936065090354532, "loss_cls": 0.04328564228489995, "loss_rpn_cls": 0.0013196652614624327, "loss_rpn_loc": 0.0022093169936852064, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427798544988036, "total_loss": 0.058527719275389245}
{"data_time": 0.004191021900624037, "eta_seconds": 81276.31983673107, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.25677830940988833, "fast_rcnn/fg_cls_accuracy": 0.7432216905901117, "iteration": 89979, "loss_box_reg": 0.010601234418572858, "loss_cls": 0.046958757913671434, "loss_rpn_cls": 0.0018776444235300005, "loss_rpn_loc": 0.00274503551190719, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.548205865547061, "total_loss": 0.06288133461669076}
{"data_time": 0.004000157350674272, "eta_seconds": 81227.51985942875, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5255754475703325, "fast_rcnn/fg_cls_accuracy": 0.461100569259962, "iteration": 89999, "loss_box_reg": 0.01015394603018649, "loss_cls": 0.049535455647856, "loss_rpn_cls": 0.0006526765731109663, "loss_rpn_loc": 0.002351384417124791, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5405337519478053, "total_loss": 0.061589855226657164}
{"data_time": 0.004205067874863744, "eta_seconds": 81211.43501757248, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37318029115341544, "fast_rcnn/fg_cls_accuracy": 0.6268197088465846, "iteration": 90019, "loss_box_reg": 0.011132960760733113, "loss_cls": 0.04720055352663621, "loss_rpn_cls": 0.0009753040692430659, "loss_rpn_loc": 0.002535941599489888, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5390426302328706, "total_loss": 0.0643315317919928}
{"data_time": 0.004014559322968125, "eta_seconds": 81221.63245120738, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4174107142857143, "fast_rcnn/fg_cls_accuracy": 0.5825892857142857, "iteration": 90039, "loss_box_reg": 0.009839289908995852, "loss_cls": 0.04466828657314181, "loss_rpn_cls": 0.0006630570214838372, "loss_rpn_loc": 0.0027335213490005117, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5386123324278742, "total_loss": 0.06067643922858679}
{"data_time": 0.004292709985747933, "eta_seconds": 81226.01992685604, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40199829931972786, "fast_rcnn/fg_cls_accuracy": 0.598001700680272, "iteration": 90059, "loss_box_reg": 0.009870315378066152, "loss_cls": 0.046753054251894355, "loss_rpn_cls": 0.0007928268671548722, "loss_rpn_loc": 0.0026401207942399196, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440647955983877, "total_loss": 0.06182157922063425}
{"data_time": 0.004340080544352531, "eta_seconds": 81219.74696721602, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3345744680851064, "fast_rcnn/fg_cls_accuracy": 0.6586073500967118, "iteration": 90079, "loss_box_reg": 0.00964740983908996, "loss_cls": 0.04956275422591716, "loss_rpn_cls": 0.0012802615971168052, "loss_rpn_loc": 0.0022309817832137924, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5455971194896847, "total_loss": 0.06439196599694696}
{"data_time": 0.004330944269895554, "eta_seconds": 81236.9592975222, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5238095238095238, "fast_rcnn/fg_cls_accuracy": 0.47619047619047616, "iteration": 90099, "loss_box_reg": 0.009307754662586376, "loss_cls": 0.04815153649542481, "loss_rpn_cls": 0.0008963511750152975, "loss_rpn_loc": 0.0019380090707272757, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442475921008736, "total_loss": 0.05921446740723013}
{"data_time": 0.003979825414717197, "eta_seconds": 81253.1526572511, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.31654846335697395, "fast_rcnn/fg_cls_accuracy": 0.6188034188034188, "iteration": 90119, "loss_box_reg": 0.010342957160901278, "loss_cls": 0.048053732491098344, "loss_rpn_cls": 0.0011174135297551402, "loss_rpn_loc": 0.0029938227780803572, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5466409674845636, "total_loss": 0.06316915650495503}
{"data_time": 0.004349515540525317, "eta_seconds": 81247.48607624904, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37146448774355756, "fast_rcnn/fg_cls_accuracy": 0.6285355122564424, "iteration": 90139, "loss_box_reg": 0.010129903326742351, "loss_cls": 0.04928670544177294, "loss_rpn_cls": 0.0009199511380870717, "loss_rpn_loc": 0.0026371845669928007, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437453514896333, "total_loss": 0.06375582822067827}
{"data_time": 0.0038855690509080887, "eta_seconds": 81236.64303021622, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20288461538461539, "fast_rcnn/fg_cls_accuracy": 0.7823426573426573, "iteration": 90159, "loss_box_reg": 0.010632743535097688, "loss_cls": 0.04620582517236471, "loss_rpn_cls": 0.0009921168328617114, "loss_rpn_loc": 0.0031670377393311355, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5449333442375064, "total_loss": 0.06188443162204749}
{"data_time": 0.004101108992472291, "eta_seconds": 81235.18854764989, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39583333333333337, "fast_rcnn/fg_cls_accuracy": 0.6041666666666667, "iteration": 90179, "loss_box_reg": 0.009640342759666964, "loss_cls": 0.0476522630196996, "loss_rpn_cls": 0.0012179856769307662, "loss_rpn_loc": 0.0028388977916620206, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5462652235291898, "total_loss": 0.061982418972661435}
{"data_time": 0.0038912519812583923, "eta_seconds": 81214.95693815057, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 90199, "loss_box_reg": 0.010965538414893672, "loss_cls": 0.046136716729961336, "loss_rpn_cls": 0.0011454733182745258, "loss_rpn_loc": 0.0023568883661937434, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424141229595989, "total_loss": 0.06291206184857856}
{"data_time": 0.003872091881930828, "eta_seconds": 81187.77487506252, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4509100937672367, "fast_rcnn/fg_cls_accuracy": 0.5490899062327634, "iteration": 90219, "loss_box_reg": 0.009520637686364353, "loss_cls": 0.043344619509298354, "loss_rpn_cls": 0.0008842279951579712, "loss_rpn_loc": 0.0029116725527273957, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5362858709413558, "total_loss": 0.05849452623243678}
{"data_time": 0.00425287545658648, "eta_seconds": 81134.15371439327, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2222222222222222, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 90239, "loss_box_reg": 0.009561358747305349, "loss_cls": 0.04811693984083831, "loss_rpn_cls": 0.0010455451922553038, "loss_rpn_loc": 0.0020319703817222035, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387427133973688, "total_loss": 0.06239265259210924}
{"data_time": 0.004668998531997204, "eta_seconds": 81123.31856322382, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4269230769230769, "fast_rcnn/fg_cls_accuracy": 0.573076923076923, "iteration": 90259, "loss_box_reg": 0.010387884394731373, "loss_cls": 0.045161732588894665, "loss_rpn_cls": 0.0013811172254349913, "loss_rpn_loc": 0.003721592263900675, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5507920128293335, "total_loss": 0.06311415449386004}
{"data_time": 0.004215997410938144, "eta_seconds": 81091.64404229913, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.354502688172043, "fast_rcnn/fg_cls_accuracy": 0.645497311827957, "iteration": 90279, "loss_box_reg": 0.009678559144958854, "loss_cls": 0.047234644647687674, "loss_rpn_cls": 0.0008905427084755502, "loss_rpn_loc": 0.003324349396280013, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407664002850652, "total_loss": 0.06255527922257897}
{"data_time": 0.004252958111464977, "eta_seconds": 81080.81167489011, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3706636500754148, "fast_rcnn/fg_cls_accuracy": 0.6293363499245852, "iteration": 90299, "loss_box_reg": 0.009995905100367963, "loss_cls": 0.043663275311701, "loss_rpn_cls": 0.001011154294417338, "loss_rpn_loc": 0.0032428094145871, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369553589262068, "total_loss": 0.06007253965719883}
{"data_time": 0.003949001664295793, "eta_seconds": 81085.17275909684, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.32976973684210525, "fast_rcnn/fg_cls_accuracy": 0.6702302631578947, "iteration": 90319, "loss_box_reg": 0.009933643537806347, "loss_cls": 0.04551942992839031, "loss_rpn_cls": 0.0010074894197487083, "loss_rpn_loc": 0.002523625244066352, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5526214705314487, "total_loss": 0.06196906153115833}
{"data_time": 0.004014588193967938, "eta_seconds": 81040.7429919932, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32894736842105265, "fast_rcnn/fg_cls_accuracy": 0.6489473684210527, "iteration": 90339, "loss_box_reg": 0.009550840652082115, "loss_cls": 0.04805290652438998, "loss_rpn_cls": 0.000952015842358378, "loss_rpn_loc": 0.0024131509926519357, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384537016507238, "total_loss": 0.0615818645158015}
{"data_time": 0.003884742269292474, "eta_seconds": 81029.91308400221, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 90359, "loss_box_reg": 0.009626709477743134, "loss_cls": 0.047388250881340355, "loss_rpn_cls": 0.0011318999827381049, "loss_rpn_loc": 0.0028906137522426434, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417051238473505, "total_loss": 0.06228753085119365}
{"data_time": 0.0038616773672401905, "eta_seconds": 81022.87981602293, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.44862155388471175, "fast_rcnn/fg_cls_accuracy": 0.5513784461152882, "iteration": 90379, "loss_box_reg": 0.009797321195947006, "loss_cls": 0.04967761621810496, "loss_rpn_cls": 0.0008532029052616963, "loss_rpn_loc": 0.0023270834717550315, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5430712548550218, "total_loss": 0.0631629572231418}
{"data_time": 0.004286965820938349, "eta_seconds": 80993.32060597907, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4633064516129032, "fast_rcnn/fg_cls_accuracy": 0.5196428571428571, "iteration": 90399, "loss_box_reg": 0.009529863891657442, "loss_cls": 0.045058545540086925, "loss_rpn_cls": 0.000943211742423955, "loss_rpn_loc": 0.0025159502220049035, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405310704372823, "total_loss": 0.060263328396274574}
{"data_time": 0.004215947585180402, "eta_seconds": 80959.14844251052, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.14835164835164835, "fast_rcnn/fg_cls_accuracy": 0.8516483516483516, "iteration": 90419, "loss_box_reg": 0.00972037308383733, "loss_cls": 0.0468182812910527, "loss_rpn_cls": 0.0011365641066731769, "loss_rpn_loc": 0.0024325507183675654, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393827927764505, "total_loss": 0.059688594837041364}
{"data_time": 0.004490400664508343, "eta_seconds": 80948.32365213707, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2935064935064935, "fast_rcnn/fg_cls_accuracy": 0.7064935064935065, "iteration": 90439, "loss_box_reg": 0.009839212492806837, "loss_cls": 0.04454435734078288, "loss_rpn_cls": 0.000944270518061785, "loss_rpn_loc": 0.004545347650491749, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5394575614482164, "total_loss": 0.0617086572668768}
{"data_time": 0.004529466619715095, "eta_seconds": 80960.83687100164, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5515734265734266, "fast_rcnn/fg_cls_accuracy": 0.44842657342657344, "iteration": 90459, "loss_box_reg": 0.009152353479294106, "loss_cls": 0.04782973451074213, "loss_rpn_cls": 0.0011160514557104761, "loss_rpn_loc": 0.002593391152913682, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431338485796005, "total_loss": 0.060446678068444726}
{"data_time": 0.0038365735672414303, "eta_seconds": 80936.15165137546, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3137254901960784, "fast_rcnn/fg_cls_accuracy": 0.6862745098039216, "iteration": 90479, "loss_box_reg": 0.010612047626636922, "loss_cls": 0.04691310948692262, "loss_rpn_cls": 0.0008773223464686453, "loss_rpn_loc": 0.0027620090913842432, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5364724593237042, "total_loss": 0.06248044780522832}
{"data_time": 0.0044261731673032045, "eta_seconds": 80902.42990642111, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5059523809523809, "fast_rcnn/fg_cls_accuracy": 0.49404761904761907, "iteration": 90499, "loss_box_reg": 0.009746937081217766, "loss_cls": 0.04731398762669414, "loss_rpn_cls": 0.0008369655547539878, "loss_rpn_loc": 0.0027681568972184323, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5450239283964038, "total_loss": 0.06287143239899251}
{"data_time": 0.00398551719263196, "eta_seconds": 80891.60691126972, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4342948717948718, "fast_rcnn/fg_cls_accuracy": 0.5657051282051282, "iteration": 90519, "loss_box_reg": 0.010737704549683258, "loss_cls": 0.04802667582407594, "loss_rpn_cls": 0.000858829237131431, "loss_rpn_loc": 0.002370910438912688, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373987786006182, "total_loss": 0.06246292852654278}
{"data_time": 0.004022483481094241, "eta_seconds": 80878.63465405279, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33280955373978627, "fast_rcnn/fg_cls_accuracy": 0.6597366597366597, "iteration": 90539, "loss_box_reg": 0.010260420123813674, "loss_cls": 0.047761024441570044, "loss_rpn_cls": 0.0011554371532440655, "loss_rpn_loc": 0.0021687935332010966, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384747725911438, "total_loss": 0.06491454481238179}
{"data_time": 0.004126963904127479, "eta_seconds": 80920.59383098781, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4665718349928876, "fast_rcnn/fg_cls_accuracy": 0.5334281650071124, "iteration": 90559, "loss_box_reg": 0.00944120713393204, "loss_cls": 0.04520042461808771, "loss_rpn_cls": 0.0007663401240733947, "loss_rpn_loc": 0.002829816181474598, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5496748185250908, "total_loss": 0.060164835206933276}
{"data_time": 0.004377370001748204, "eta_seconds": 80882.02136088023, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3563218390804598, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 90579, "loss_box_reg": 0.00994569415342994, "loss_cls": 0.048524253186769783, "loss_rpn_cls": 0.0011124711215870775, "loss_rpn_loc": 0.002532878061174415, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.539052507141605, "total_loss": 0.0633141599658984}
{"data_time": 0.004280762979760766, "eta_seconds": 80874.35654070065, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.23270676691729322, "fast_rcnn/fg_cls_accuracy": 0.7672932330827068, "iteration": 90599, "loss_box_reg": 0.010114355478435755, "loss_cls": 0.046528423205018044, "loss_rpn_cls": 0.001022100144155047, "loss_rpn_loc": 0.0025593120262783486, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5419300859794021, "total_loss": 0.06009392679720804}
{"data_time": 0.004189300583675504, "eta_seconds": 80844.40834586741, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.28043478260869564, "fast_rcnn/fg_cls_accuracy": 0.7195652173913043, "iteration": 90619, "loss_box_reg": 0.009798201179364696, "loss_cls": 0.04422332503600046, "loss_rpn_cls": 0.0007048218697036646, "loss_rpn_loc": 0.002950323125332943, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5415153126232326, "total_loss": 0.05871173857417489}
{"data_time": 0.0040514832362532616, "eta_seconds": 80828.09471411398, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25418275418275416, "fast_rcnn/fg_cls_accuracy": 0.7332859174964438, "iteration": 90639, "loss_box_reg": 0.009831127128563821, "loss_cls": 0.0472875869309064, "loss_rpn_cls": 0.0009484116629892014, "loss_rpn_loc": 0.0025808578611759003, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5402843444608152, "total_loss": 0.06129777768717304}
{"data_time": 0.0038108990993350744, "eta_seconds": 80822.76050354587, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3833333333333333, "fast_rcnn/fg_cls_accuracy": 0.6166666666666667, "iteration": 90659, "loss_box_reg": 0.010424142557894811, "loss_cls": 0.04588065587449819, "loss_rpn_cls": 0.0007257052988336454, "loss_rpn_loc": 0.0020382511320349295, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5447758964728564, "total_loss": 0.05957636226935392}
{"data_time": 0.0038567373994737864, "eta_seconds": 80819.43297086074, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4128787878787879, "fast_rcnn/fg_cls_accuracy": 0.5871212121212122, "iteration": 90679, "loss_box_reg": 0.009458966727834195, "loss_cls": 0.046465424820780754, "loss_rpn_cls": 0.0006031867829392468, "loss_rpn_loc": 0.0028007207947666757, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391859379597008, "total_loss": 0.06175675704810146}
{"data_time": 0.0038109978195279837, "eta_seconds": 80801.11266122432, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.31527777777777777, "fast_rcnn/fg_cls_accuracy": 0.6847222222222222, "iteration": 90699, "loss_box_reg": 0.009615235438104719, "loss_cls": 0.04561654315330088, "loss_rpn_cls": 0.0008393912712563179, "loss_rpn_loc": 0.0024160487482731696, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5382769266143441, "total_loss": 0.0588955135976903}
{"data_time": 0.004356641322374344, "eta_seconds": 80790.28874006355, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3815987933634992, "fast_rcnn/fg_cls_accuracy": 0.6184012066365008, "iteration": 90719, "loss_box_reg": 0.010140752856386825, "loss_cls": 0.045517457532696426, "loss_rpn_cls": 0.0010709261746342236, "loss_rpn_loc": 0.002464792411046801, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415235741529614, "total_loss": 0.06113851489496369}
{"data_time": 0.0037222562823444605, "eta_seconds": 80809.87686627847, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.37254901960784315, "fast_rcnn/fg_cls_accuracy": 0.6274509803921569, "iteration": 90739, "loss_box_reg": 0.010559585731243715, "loss_cls": 0.04723149002529681, "loss_rpn_cls": 0.0013051818262965753, "loss_rpn_loc": 0.0030595677126257215, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5435037140268832, "total_loss": 0.06221271059371247}
{"data_time": 0.00410414207726717, "eta_seconds": 80817.10192167596, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3462512664640324, "fast_rcnn/fg_cls_accuracy": 0.6537487335359675, "iteration": 90759, "loss_box_reg": 0.010113307798746973, "loss_cls": 0.045414627325953916, "loss_rpn_cls": 0.0015936451079596736, "loss_rpn_loc": 0.0024386441582464613, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425664514768869, "total_loss": 0.05992638273869488}
{"data_time": 0.003820388577878475, "eta_seconds": 80801.46634493768, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.4120553359683794, "fast_rcnn/fg_cls_accuracy": 0.5361344537815126, "iteration": 90779, "loss_box_reg": 0.009684895136160776, "loss_cls": 0.04574215889442712, "loss_rpn_cls": 0.0011012009005071377, "loss_rpn_loc": 0.0021983064762025606, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5410278930794448, "total_loss": 0.06166300343011244}
{"data_time": 0.003929003374651074, "eta_seconds": 80795.44109069207, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4059364548494983, "fast_rcnn/fg_cls_accuracy": 0.5940635451505016, "iteration": 90799, "loss_box_reg": 0.010497393785044551, "loss_cls": 0.04772517865058035, "loss_rpn_cls": 0.0008092495894516105, "loss_rpn_loc": 0.002762373860605294, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5358767029829323, "total_loss": 0.061860182896225524}
{"data_time": 0.0038895830512046814, "eta_seconds": 80779.80680201948, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3579749103942652, "fast_rcnn/fg_cls_accuracy": 0.623792270531401, "iteration": 90819, "loss_box_reg": 0.010019883775385097, "loss_cls": 0.04532031569397077, "loss_rpn_cls": 0.0009713598150256075, "loss_rpn_loc": 0.0027050187418353744, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5388630125671625, "total_loss": 0.06106067808943294}
{"data_time": 0.004183887969702482, "eta_seconds": 80825.19889632566, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24668786433492318, "fast_rcnn/fg_cls_accuracy": 0.6625000000000001, "iteration": 90839, "loss_box_reg": 0.009409776132088155, "loss_cls": 0.046083049033768475, "loss_rpn_cls": 0.0007400981214686908, "loss_rpn_loc": 0.0018418067338643596, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5500596479978412, "total_loss": 0.058719227709843835}
{"data_time": 0.003976255189627409, "eta_seconds": 80758.14725910127, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4142156862745098, "fast_rcnn/fg_cls_accuracy": 0.5857843137254902, "iteration": 90859, "loss_box_reg": 0.009322427795268595, "loss_cls": 0.04550201148958877, "loss_rpn_cls": 0.001177785207062243, "loss_rpn_loc": 0.0025762031618796755, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5380170412827283, "total_loss": 0.059672781072208636}
{"data_time": 0.004199928836897016, "eta_seconds": 80730.67993619456, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6056985294117647, "iteration": 90879, "loss_box_reg": 0.010614779370371252, "loss_cls": 0.045242028194479644, "loss_rpn_cls": 0.0009897838792198854, "loss_rpn_loc": 0.002587092178146122, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5405035333242267, "total_loss": 0.06129855208581603}
{"data_time": 0.004283499671146274, "eta_seconds": 80711.95932139014, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4096774193548387, "fast_rcnn/fg_cls_accuracy": 0.5903225806451613, "iteration": 90899, "loss_box_reg": 0.009124666423304006, "loss_cls": 0.046341193839907646, "loss_rpn_cls": 0.0014291816310105787, "loss_rpn_loc": 0.002915090819442412, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.533503461163491, "total_loss": 0.059996274014110895}
{"data_time": 0.004249549005180597, "eta_seconds": 80673.00321060908, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4583333333333333, "fast_rcnn/fg_cls_accuracy": 0.5416666666666667, "iteration": 90919, "loss_box_reg": 0.009474103397224098, "loss_cls": 0.04833553533535451, "loss_rpn_cls": 0.0008623935540299499, "loss_rpn_loc": 0.0027308368153171614, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5370622351765633, "total_loss": 0.06361152192255304}
{"data_time": 0.003907000413164496, "eta_seconds": 80671.22560729505, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4147597254004577, "fast_rcnn/fg_cls_accuracy": 0.5852402745995423, "iteration": 90939, "loss_box_reg": 0.008919515792513266, "loss_cls": 0.04547284753061831, "loss_rpn_cls": 0.0010686137480888647, "loss_rpn_loc": 0.002524881489080144, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5497566119302064, "total_loss": 0.06026663670729704}
{"data_time": 0.004231918370351195, "eta_seconds": 80660.40168613428, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 90959, "loss_box_reg": 0.009406468365341425, "loss_cls": 0.04942067532101646, "loss_rpn_cls": 0.0011685958759244386, "loss_rpn_loc": 0.0025241282673960086, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5388112114742398, "total_loss": 0.06474322768349339}
{"data_time": 0.004273361526429653, "eta_seconds": 80649.57776497351, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46005291005291005, "fast_rcnn/fg_cls_accuracy": 0.53994708994709, "iteration": 90979, "loss_box_reg": 0.010478737618541345, "loss_cls": 0.04755225172266364, "loss_rpn_cls": 0.000624131139261408, "loss_rpn_loc": 0.0032409270643256605, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5424904164392501, "total_loss": 0.06236905551440941}
{"data_time": 0.0041555368807166815, "eta_seconds": 80641.14866717742, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2940821256038647, "fast_rcnn/fg_cls_accuracy": 0.7059178743961352, "iteration": 90999, "loss_box_reg": 0.00980204637744464, "loss_cls": 0.048260859097354114, "loss_rpn_cls": 0.001170723992402145, "loss_rpn_loc": 0.0025878134329104796, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5378785871434957, "total_loss": 0.062331269580226945}
{"data_time": 0.004096816526725888, "eta_seconds": 80628.3390598523, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2535650623885918, "fast_rcnn/fg_cls_accuracy": 0.7312834224598931, "iteration": 91019, "loss_box_reg": 0.008927240298362449, "loss_cls": 0.04385441547492519, "loss_rpn_cls": 0.0008783916466654773, "loss_rpn_loc": 0.0033815310744103044, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5402882972266525, "total_loss": 0.057980109084596165}
{"data_time": 0.004299895139411092, "eta_seconds": 80617.51508376678, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43338907469342247, "fast_rcnn/fg_cls_accuracy": 0.5342391304347827, "iteration": 91039, "loss_box_reg": 0.01022456755163148, "loss_cls": 0.04953829594887793, "loss_rpn_cls": 0.0014272852588419482, "loss_rpn_loc": 0.00252561012894148, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414869314990938, "total_loss": 0.06249726391109789}
{"data_time": 0.004116666968911886, "eta_seconds": 80595.66845345031, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.19583333333333333, "fast_rcnn/fg_cls_accuracy": 0.7875000000000001, "iteration": 91059, "loss_box_reg": 0.010117216384969652, "loss_cls": 0.04661152488552034, "loss_rpn_cls": 0.0009145284992655434, "loss_rpn_loc": 0.0023252822502399795, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380371105857193, "total_loss": 0.059295107339607966}
{"data_time": 0.003972573671489954, "eta_seconds": 80572.60441939696, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3128342245989305, "fast_rcnn/fg_cls_accuracy": 0.6871657754010696, "iteration": 91079, "loss_box_reg": 0.009377441077958792, "loss_cls": 0.047377378097735345, "loss_rpn_cls": 0.0006973136465830976, "loss_rpn_loc": 0.002507353417968261, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.532226137118414, "total_loss": 0.060815793353015124}
{"data_time": 0.0038923625834286213, "eta_seconds": 80555.49549450609, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2885375494071146, "fast_rcnn/fg_cls_accuracy": 0.6886363636363637, "iteration": 91099, "loss_box_reg": 0.010277326800860465, "loss_cls": 0.046226370497606695, "loss_rpn_cls": 0.0010314884996205365, "loss_rpn_loc": 0.0031227886211127043, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5412377286702394, "total_loss": 0.061158377309766365}
{"data_time": 0.004543893039226532, "eta_seconds": 80509.899497882, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.5878787878787879, "iteration": 91119, "loss_box_reg": 0.009731647412991151, "loss_cls": 0.046309361583553255, "loss_rpn_cls": 0.0008845646554220821, "loss_rpn_loc": 0.0030331631714943796, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5351268269587308, "total_loss": 0.06272206549232351}
{"data_time": 0.004151268862187862, "eta_seconds": 80487.28350216406, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32116004296455425, "fast_rcnn/fg_cls_accuracy": 0.6788399570354458, "iteration": 91139, "loss_box_reg": 0.009078637172933668, "loss_cls": 0.044962154352106154, "loss_rpn_cls": 0.0008722964249727738, "loss_rpn_loc": 0.0029524736819439568, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5407354964409024, "total_loss": 0.060266218457627474}
{"data_time": 0.0047224892769008875, "eta_seconds": 80488.26882654103, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28594771241830064, "fast_rcnn/fg_cls_accuracy": 0.7001633986928104, "iteration": 91159, "loss_box_reg": 0.010278557252604514, "loss_cls": 0.04586900136200711, "loss_rpn_cls": 0.0009191096679046495, "loss_rpn_loc": 0.0028265869987080805, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542630409123376, "total_loss": 0.058621358392969114}
{"data_time": 0.004580673528835177, "eta_seconds": 80465.65600174363, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7261904761904763, "iteration": 91179, "loss_box_reg": 0.00953720574034378, "loss_cls": 0.047575806733220816, "loss_rpn_cls": 0.0007176616848596495, "loss_rpn_loc": 0.0023694832088949624, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5467588268220425, "total_loss": 0.061680148492541775}
{"data_time": 0.004398445598781109, "eta_seconds": 80420.15524440794, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4387755102040816, "fast_rcnn/fg_cls_accuracy": 0.5612244897959183, "iteration": 91199, "loss_box_reg": 0.00948317488655448, "loss_cls": 0.04539752990240231, "loss_rpn_cls": 0.0010793831902446982, "loss_rpn_loc": 0.0024293150927405804, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5384947159327567, "total_loss": 0.05921966450068794}
{"data_time": 0.0038479419890791178, "eta_seconds": 80455.82281952957, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5075757575757576, "fast_rcnn/fg_cls_accuracy": 0.4764667956157318, "iteration": 91219, "loss_box_reg": 0.0103993981028907, "loss_cls": 0.04645294393412769, "loss_rpn_cls": 0.0010669297041658865, "loss_rpn_loc": 0.0025763635676412378, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5439765725750476, "total_loss": 0.06128521799405462}
{"data_time": 0.004854829050600529, "eta_seconds": 80474.48922913405, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36004273504273504, "fast_rcnn/fg_cls_accuracy": 0.6399572649572649, "iteration": 91239, "loss_box_reg": 0.00960041192593053, "loss_cls": 0.0472018551081419, "loss_rpn_cls": 0.0008967870986680282, "loss_rpn_loc": 0.002078439974866342, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5440207023639232, "total_loss": 0.06005698497665435}
{"data_time": 0.004619698040187359, "eta_seconds": 80434.1921481886, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4681547619047619, "fast_rcnn/fg_cls_accuracy": 0.5318452380952381, "iteration": 91259, "loss_box_reg": 0.009900620148982853, "loss_cls": 0.04845013876911253, "loss_rpn_cls": 0.0011479202007649292, "loss_rpn_loc": 0.0024710671714274213, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5435211043804884, "total_loss": 0.0630931497939855}
{"data_time": 0.004371288698166609, "eta_seconds": 80432.92743968451, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28115501519756836, "fast_rcnn/fg_cls_accuracy": 0.7032967032967032, "iteration": 91279, "loss_box_reg": 0.009659433359047398, "loss_cls": 0.04475186998024583, "loss_rpn_cls": 0.0009730257022511068, "loss_rpn_loc": 0.0030940721080696676, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5479768314398825, "total_loss": 0.06090994566659447}
{"data_time": 0.004022571491077542, "eta_seconds": 80442.03133120551, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3613053613053613, "fast_rcnn/fg_cls_accuracy": 0.6386946386946387, "iteration": 91299, "loss_box_reg": 0.010110437811817974, "loss_cls": 0.04669537709560245, "loss_rpn_cls": 0.0008001477838206483, "loss_rpn_loc": 0.0030269501767179463, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5492914894130081, "total_loss": 0.06051961442699394}
{"data_time": 0.004446609178557992, "eta_seconds": 80440.59936130606, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2206766917293233, "fast_rcnn/fg_cls_accuracy": 0.7428571428571429, "iteration": 91319, "loss_box_reg": 0.00950171277509071, "loss_cls": 0.0472775092930533, "loss_rpn_cls": 0.0010686508495609814, "loss_rpn_loc": 0.0021253237464406993, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432721853721887, "total_loss": 0.05996527955335296}
{"data_time": 0.0037436913698911667, "eta_seconds": 80441.12225641776, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4065934065934066, "fast_rcnn/fg_cls_accuracy": 0.5934065934065934, "iteration": 91339, "loss_box_reg": 0.00966429739492014, "loss_cls": 0.047089123632758856, "loss_rpn_cls": 0.0009716841253180064, "loss_rpn_loc": 0.0022232866467675194, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.54383474891074, "total_loss": 0.062279184598111215}
{"data_time": 0.004149838117882609, "eta_seconds": 80412.68114398979, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4409722222222222, "fast_rcnn/fg_cls_accuracy": 0.5515873015873016, "iteration": 91359, "loss_box_reg": 0.010901541041675955, "loss_cls": 0.04936779080890119, "loss_rpn_cls": 0.0012702922099379066, "loss_rpn_loc": 0.0026963683922076598, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5303539736196399, "total_loss": 0.06524061641175649}
{"data_time": 0.004456825088709593, "eta_seconds": 80415.8585516205, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2528846153846154, "fast_rcnn/fg_cls_accuracy": 0.7471153846153846, "iteration": 91379, "loss_box_reg": 0.009327000065241009, "loss_cls": 0.045544198190327734, "loss_rpn_cls": 0.0007344208282802356, "loss_rpn_loc": 0.002250437821203377, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5435695934575051, "total_loss": 0.05786621779907364}
{"data_time": 0.004173814784735441, "eta_seconds": 80433.28806680278, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35805860805860806, "fast_rcnn/fg_cls_accuracy": 0.641941391941392, "iteration": 91399, "loss_box_reg": 0.010001893242588267, "loss_cls": 0.04690821631811559, "loss_rpn_cls": 0.0011711592410392768, "loss_rpn_loc": 0.002055914534139447, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.553747100988403, "total_loss": 0.06289438000214886}
{"data_time": 0.0038505406118929386, "eta_seconds": 80446.70746194175, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4711431742508324, "fast_rcnn/fg_cls_accuracy": 0.5212938005390835, "iteration": 91419, "loss_box_reg": 0.01025092662894167, "loss_cls": 0.04514136508805677, "loss_rpn_cls": 0.001302654613255072, "loss_rpn_loc": 0.002976931478769984, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.543504256522283, "total_loss": 0.06144061880945628}
{"data_time": 0.0046162912622094154, "eta_seconds": 80435.87879509176, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1782061369000787, "fast_rcnn/fg_cls_accuracy": 0.8217938630999213, "iteration": 91439, "loss_box_reg": 0.00958918480318971, "loss_cls": 0.04211802774807438, "loss_rpn_cls": 0.000734345176226725, "loss_rpn_loc": 0.0025769607455004007, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5415773738641292, "total_loss": 0.056027476815870614}
{"data_time": 0.004175563110038638, "eta_seconds": 80425.05012824177, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6376262626262625, "iteration": 91459, "loss_box_reg": 0.00968906533671543, "loss_cls": 0.04360315698431805, "loss_rpn_cls": 0.0011614113643645396, "loss_rpn_loc": 0.0024473411103826948, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5461851004511118, "total_loss": 0.05754887243563189}
{"data_time": 0.0039858510717749596, "eta_seconds": 80435.91018793616, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3683823529411765, "fast_rcnn/fg_cls_accuracy": 0.6316176470588235, "iteration": 91479, "loss_box_reg": 0.009868938097497448, "loss_cls": 0.047888778266496956, "loss_rpn_cls": 0.0008985828413301533, "loss_rpn_loc": 0.0021547486840063357, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.547749730758369, "total_loss": 0.06294359826472373}
{"data_time": 0.004268817836418748, "eta_seconds": 80440.3470743671, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4467849223946785, "fast_rcnn/fg_cls_accuracy": 0.5383522727272727, "iteration": 91499, "loss_box_reg": 0.010847947094589472, "loss_cls": 0.05014002858661115, "loss_rpn_cls": 0.0011337348798008406, "loss_rpn_loc": 0.002237031436379766, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5470908440183848, "total_loss": 0.06577905851128207}
{"data_time": 0.0037915739230811596, "eta_seconds": 80458.37877158448, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.366600790513834, "fast_rcnn/fg_cls_accuracy": 0.6085106382978723, "iteration": 91519, "loss_box_reg": 0.010839838272659108, "loss_cls": 0.046856595668941736, "loss_rpn_cls": 0.0010514903974012668, "loss_rpn_loc": 0.0038621507865173044, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5446856284979731, "total_loss": 0.06110837370277977}
{"data_time": 0.003959727240726352, "eta_seconds": 80456.38750867406, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.42165242165242167, "fast_rcnn/fg_cls_accuracy": 0.5783475783475783, "iteration": 91539, "loss_box_reg": 0.00952800313825719, "loss_cls": 0.04907362163066864, "loss_rpn_cls": 0.001221726949125923, "loss_rpn_loc": 0.0023054123084875755, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5388385483529419, "total_loss": 0.062303590541318954}
{"data_time": 0.00403938046656549, "eta_seconds": 80397.03924475494, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33647798742138363, "fast_rcnn/fg_cls_accuracy": 0.6635220125786163, "iteration": 91559, "loss_box_reg": 0.01024984969990328, "loss_cls": 0.048405586276203394, "loss_rpn_cls": 0.0008384442635360756, "loss_rpn_loc": 0.0028181761354062473, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373795577324927, "total_loss": 0.06268043489762931}
{"data_time": 0.003608893835917115, "eta_seconds": 80397.01249907166, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.41951219512195126, "fast_rcnn/fg_cls_accuracy": 0.5804878048780489, "iteration": 91579, "loss_box_reg": 0.009167253010673448, "loss_cls": 0.047856272547505796, "loss_rpn_cls": 0.0007920805957724042, "loss_rpn_loc": 0.0017624382344365586, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389024356845766, "total_loss": 0.059556003592433626}
{"data_time": 0.003951357444748282, "eta_seconds": 80375.3748692132, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41306058221872544, "fast_rcnn/fg_cls_accuracy": 0.5869394177812746, "iteration": 91599, "loss_box_reg": 0.009682549600256607, "loss_cls": 0.046511566324625164, "loss_rpn_cls": 0.0008227560360865027, "loss_rpn_loc": 0.002441520393404062, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369707038626075, "total_loss": 0.059974976652455325}
{"data_time": 0.004133767914026976, "eta_seconds": 80344.87650434091, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3615288220551378, "fast_rcnn/fg_cls_accuracy": 0.6384711779448622, "iteration": 91619, "loss_box_reg": 0.009898622403852642, "loss_cls": 0.044835928245447576, "loss_rpn_cls": 0.00127901738858327, "loss_rpn_loc": 0.0036164223492960446, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5373613778501749, "total_loss": 0.060491213025215984}
{"data_time": 0.004051075084134936, "eta_seconds": 80353.71049367147, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2631578947368421, "fast_rcnn/fg_cls_accuracy": 0.7267206477732794, "iteration": 91639, "loss_box_reg": 0.010336330509744585, "loss_cls": 0.04960761879920028, "loss_rpn_cls": 0.0009828064931980407, "loss_rpn_loc": 0.0022350574618030805, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5471446176525205, "total_loss": 0.06279454112407734}
{"data_time": 0.004369422560557723, "eta_seconds": 80333.1383585434, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4460227272727273, "fast_rcnn/fg_cls_accuracy": 0.5539772727272727, "iteration": 91659, "loss_box_reg": 0.009919418342178687, "loss_cls": 0.04686680348822847, "loss_rpn_cls": 0.0015765118037052162, "loss_rpn_loc": 0.0023071958385116886, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398388593457639, "total_loss": 0.0600593842152648}
{"data_time": 0.004306716145947576, "eta_seconds": 80341.50993332663, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.456959706959707, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 91679, "loss_box_reg": 0.010206283128354698, "loss_cls": 0.048839897848665714, "loss_rpn_cls": 0.0009241791763088258, "loss_rpn_loc": 0.0027658815233735368, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.547067824518308, "total_loss": 0.06449927348012352}
{"data_time": 0.0045930505730211735, "eta_seconds": 80330.67646942963, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4252659574468085, "fast_rcnn/fg_cls_accuracy": 0.5747340425531915, "iteration": 91699, "loss_box_reg": 0.01003311900421977, "loss_cls": 0.046606863383203745, "loss_rpn_cls": 0.0009615246730163562, "loss_rpn_loc": 0.003535703563102288, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5413559877779335, "total_loss": 0.06470314551643241}
{"data_time": 0.004298592451959848, "eta_seconds": 80319.84300553263, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.37468671679197996, "fast_rcnn/fg_cls_accuracy": 0.5895238095238096, "iteration": 91719, "loss_box_reg": 0.010230056766886264, "loss_cls": 0.0488928803242743, "loss_rpn_cls": 0.00046266282564033645, "loss_rpn_loc": 0.0025131149486696813, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5434779420029372, "total_loss": 0.0639272773550772}
{"data_time": 0.004187387181445956, "eta_seconds": 80289.81486019376, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3287377450980392, "fast_rcnn/fg_cls_accuracy": 0.6712622549019608, "iteration": 91739, "loss_box_reg": 0.01027112448355183, "loss_cls": 0.04843925207387656, "loss_rpn_cls": 0.001473539160429027, "loss_rpn_loc": 0.003198791320755845, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391544830054045, "total_loss": 0.0654540792958187}
{"data_time": 0.0043895740527659655, "eta_seconds": 80263.3657195468, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.18055555555555555, "fast_rcnn/fg_cls_accuracy": 0.8194444444444444, "iteration": 91759, "loss_box_reg": 0.009860340360319242, "loss_cls": 0.043313276080880314, "loss_rpn_cls": 0.0008528002135790302, "loss_rpn_loc": 0.002955811367428396, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5351126503665, "total_loss": 0.05896186909831158}
{"data_time": 0.0039050374180078506, "eta_seconds": 80251.79145864188, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3958333333333333, "fast_rcnn/fg_cls_accuracy": 0.5435975609756097, "iteration": 91779, "loss_box_reg": 0.00931033311644569, "loss_cls": 0.04421986429952085, "loss_rpn_cls": 0.0014794664324426776, "loss_rpn_loc": 0.002431962246191688, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5389939283486456, "total_loss": 0.05831099390957206}
{"data_time": 0.003784260479733348, "eta_seconds": 80241.70818466251, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4042867701404287, "fast_rcnn/fg_cls_accuracy": 0.5565718157181572, "iteration": 91799, "loss_box_reg": 0.009673093387391418, "loss_cls": 0.043722185597289354, "loss_rpn_cls": 0.0007996633570428457, "loss_rpn_loc": 0.0024629647086840123, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5409275649581105, "total_loss": 0.05740783491523871}
{"data_time": 0.003778779646381736, "eta_seconds": 80230.87941722036, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4217948717948718, "fast_rcnn/fg_cls_accuracy": 0.5782051282051281, "iteration": 91819, "loss_box_reg": 0.009176669438602403, "loss_cls": 0.04906619619578123, "loss_rpn_cls": 0.0009096900016061227, "loss_rpn_loc": 0.002362808729230892, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378139787353575, "total_loss": 0.06305220877948159}
{"data_time": 0.0042749750427901745, "eta_seconds": 80219.3054580919, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.48885727833096254, "fast_rcnn/fg_cls_accuracy": 0.5043859649122807, "iteration": 91839, "loss_box_reg": 0.009741517074871808, "loss_cls": 0.04981033527292311, "loss_rpn_cls": 0.0006314282634320989, "loss_rpn_loc": 0.00263952879140561, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5437759188935161, "total_loss": 0.06583672634263849}
{"data_time": 0.003917067078873515, "eta_seconds": 80234.55642819195, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4457026713124274, "fast_rcnn/fg_cls_accuracy": 0.5465367965367965, "iteration": 91859, "loss_box_reg": 0.009570940979756415, "loss_cls": 0.04753983594127931, "loss_rpn_cls": 0.001267643937126195, "loss_rpn_loc": 0.002777993729978334, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5461606525350362, "total_loss": 0.0628494751629205}
{"data_time": 0.004457817412912846, "eta_seconds": 80213.9987380819, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5009428032683847, "fast_rcnn/fg_cls_accuracy": 0.49905719673161536, "iteration": 91879, "loss_box_reg": 0.009977784793591127, "loss_cls": 0.04670834192074835, "loss_rpn_cls": 0.0011642042429684807, "loss_rpn_loc": 0.002302475510077784, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387892257422209, "total_loss": 0.061498208854288805}
{"data_time": 0.004366302629932761, "eta_seconds": 80212.89205265022, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.44649621212121215, "fast_rcnn/fg_cls_accuracy": 0.5303308823529411, "iteration": 91899, "loss_box_reg": 0.010066274087876081, "loss_cls": 0.04838591057341546, "loss_rpn_cls": 0.0014298018963927461, "loss_rpn_loc": 0.0021634303593600634, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5386556233279407, "total_loss": 0.06275198986463693}
{"data_time": 0.00419417885132134, "eta_seconds": 80218.15120323724, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21660859465737514, "fast_rcnn/fg_cls_accuracy": 0.7833914053426249, "iteration": 91919, "loss_box_reg": 0.009521602682070807, "loss_cls": 0.044860791065730155, "loss_rpn_cls": 0.0011046834185890475, "loss_rpn_loc": 0.002468205570039572, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5440719618927687, "total_loss": 0.05829196540855719}
{"data_time": 0.004643397172912955, "eta_seconds": 80200.67490266566, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16198547215496367, "fast_rcnn/fg_cls_accuracy": 0.8233766233766234, "iteration": 91939, "loss_box_reg": 0.009555461612762883, "loss_cls": 0.04400969826383516, "loss_rpn_cls": 0.0011874027338762971, "loss_rpn_loc": 0.0023505525787186343, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539698698092252, "total_loss": 0.059131942356430045}
{"data_time": 0.004168858984485269, "eta_seconds": 80196.48248106404, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5066666666666666, "fast_rcnn/fg_cls_accuracy": 0.4766666666666667, "iteration": 91959, "loss_box_reg": 0.00900149208609946, "loss_cls": 0.047238095314241946, "loss_rpn_cls": 0.000749160175189445, "loss_rpn_loc": 0.0027729276789614232, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5449665198102593, "total_loss": 0.05954011450316443}
{"data_time": 0.004194562556222081, "eta_seconds": 80181.74695287622, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4625, "fast_rcnn/fg_cls_accuracy": 0.5375, "iteration": 91979, "loss_box_reg": 0.010678063350496814, "loss_cls": 0.04987615626305342, "loss_rpn_cls": 0.0012048649670077793, "loss_rpn_loc": 0.002426712744636461, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5370443935971707, "total_loss": 0.06525764950981738}
{"data_time": 0.004171342123299837, "eta_seconds": 80174.81375889084, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37652270210409744, "fast_rcnn/fg_cls_accuracy": 0.6036414565826331, "iteration": 91999, "loss_box_reg": 0.009919970063492656, "loss_cls": 0.04933660849928856, "loss_rpn_cls": 0.0008051940351947451, "loss_rpn_loc": 0.003040099240024574, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457295665983111, "total_loss": 0.062327049979671756}
{"data_time": 0.004269486991688609, "eta_seconds": 80191.76423940528, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 92019, "loss_box_reg": 0.010288126417435706, "loss_cls": 0.048060436034575105, "loss_rpn_cls": 0.0011335971740891182, "loss_rpn_loc": 0.0027619221691566054, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5449678383301944, "total_loss": 0.06195617888079141}
{"data_time": 0.004078455734997988, "eta_seconds": 80164.8975013555, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38998211091234347, "fast_rcnn/fg_cls_accuracy": 0.5941176470588235, "iteration": 92039, "loss_box_reg": 0.009885806939564645, "loss_cls": 0.04484828497515991, "loss_rpn_cls": 0.0010197899941886135, "loss_rpn_loc": 0.0023459983021894004, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5409789746627212, "total_loss": 0.060629586431787175}
{"data_time": 0.00441137608140707, "eta_seconds": 80193.64673130587, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4865831842576029, "fast_rcnn/fg_cls_accuracy": 0.5080749354005167, "iteration": 92059, "loss_box_reg": 0.010062393557745963, "loss_cls": 0.04662406793795526, "loss_rpn_cls": 0.001628010953481862, "loss_rpn_loc": 0.002191834253608249, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5510807519312948, "total_loss": 0.0601765320790264}
{"data_time": 0.004290423123165965, "eta_seconds": 80195.79512815434, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3896551724137931, "fast_rcnn/fg_cls_accuracy": 0.6103448275862069, "iteration": 92079, "loss_box_reg": 0.009915260859997943, "loss_cls": 0.047471703262999654, "loss_rpn_cls": 0.0016213999650744881, "loss_rpn_loc": 0.002217451918113511, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405436363071203, "total_loss": 0.06065400281511302}
{"data_time": 0.003701648907735944, "eta_seconds": 80197.0383431851, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5055555555555555, "fast_rcnn/fg_cls_accuracy": 0.49444444444444446, "iteration": 92099, "loss_box_reg": 0.008863984199706465, "loss_cls": 0.04685891873668879, "loss_rpn_cls": 0.0010270978445987566, "loss_rpn_loc": 0.002831677316862624, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5502824271097779, "total_loss": 0.05975279711230996}
{"data_time": 0.004109339555725455, "eta_seconds": 80200.88070500642, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4288461538461539, "fast_rcnn/fg_cls_accuracy": 0.4385451505016722, "iteration": 92119, "loss_box_reg": 0.010091021831613034, "loss_cls": 0.04766393470345065, "loss_rpn_cls": 0.0014393420250939926, "loss_rpn_loc": 0.0021173717577767093, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5487277994398028, "total_loss": 0.06313481245138064}
{"data_time": 0.0040083169005811214, "eta_seconds": 80180.59574119351, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.40512820512820513, "fast_rcnn/fg_cls_accuracy": 0.5711875843454791, "iteration": 92139, "loss_box_reg": 0.009568495239363983, "loss_cls": 0.04525505693163723, "loss_rpn_cls": 0.0006363552229231573, "loss_rpn_loc": 0.0029100951142027043, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338732344098389, "total_loss": 0.05874683839681438}
{"data_time": 0.003812843933701515, "eta_seconds": 80169.75033966894, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3194444444444444, "fast_rcnn/fg_cls_accuracy": 0.6388888888888888, "iteration": 92159, "loss_box_reg": 0.011103756609372795, "loss_cls": 0.04865407425677404, "loss_rpn_cls": 0.0010050541607142804, "loss_rpn_loc": 0.0029922184112365358, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 248.5, "rpn/num_pos_anchors": 7.5, "time": 0.5466992084402591, "total_loss": 0.06505659476806613}
{"data_time": 0.0039496764075011015, "eta_seconds": 80130.5934044919, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.33918918918918917, "fast_rcnn/fg_cls_accuracy": 0.6608108108108108, "iteration": 92179, "loss_box_reg": 0.009319130942458287, "loss_cls": 0.048539512616116554, "loss_rpn_cls": 0.0009254997644347895, "loss_rpn_loc": 0.0021845812552783173, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5402779830619693, "total_loss": 0.06067214514200714}
{"data_time": 0.004084924468770623, "eta_seconds": 80130.73678339343, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.22502937720329025, "fast_rcnn/fg_cls_accuracy": 0.7624223602484472, "iteration": 92199, "loss_box_reg": 0.010171641479246318, "loss_cls": 0.044843526266049594, "loss_rpn_cls": 0.0009511123278116429, "loss_rpn_loc": 0.002495229426131118, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540655869524926, "total_loss": 0.06025757114571206}
{"data_time": 0.0036944770254194736, "eta_seconds": 80135.93477887125, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 92219, "loss_box_reg": 0.01006349571980536, "loss_cls": 0.046923851827159524, "loss_rpn_cls": 0.0006052778969660721, "loss_rpn_loc": 0.0020496582255873363, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.550093510420993, "total_loss": 0.061866208736319095}
{"data_time": 0.004443736048415303, "eta_seconds": 80098.06869146554, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46190476190476193, "fast_rcnn/fg_cls_accuracy": 0.5380952380952381, "iteration": 92239, "loss_box_reg": 0.009700755443191156, "loss_cls": 0.04752826562616974, "loss_rpn_cls": 0.0009069018326783862, "loss_rpn_loc": 0.0024229022274084855, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5380428968928754, "total_loss": 0.06107858758323914}
{"data_time": 0.0039291041903197765, "eta_seconds": 80075.26829840429, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.40990990990990994, "fast_rcnn/fg_cls_accuracy": 0.5900900900900901, "iteration": 92259, "loss_box_reg": 0.010419635626021773, "loss_cls": 0.048670813674107194, "loss_rpn_cls": 0.000860649261198887, "loss_rpn_loc": 0.0031741504953970434, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5311335988808423, "total_loss": 0.06464116782512974}
{"data_time": 0.003420923836529255, "eta_seconds": 80064.4283462856, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4979474548440066, "fast_rcnn/fg_cls_accuracy": 0.4467787114845938, "iteration": 92279, "loss_box_reg": 0.009842278057476506, "loss_cls": 0.049079643678851426, "loss_rpn_cls": 0.0005668103374318889, "loss_rpn_loc": 0.0027610860124696046, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5517739816568792, "total_loss": 0.06415194330372742}
{"data_time": 0.004499770933762193, "eta_seconds": 80033.76277987543, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48357371794871795, "fast_rcnn/fg_cls_accuracy": 0.516426282051282, "iteration": 92299, "loss_box_reg": 0.010195818933425471, "loss_cls": 0.04728878574678674, "loss_rpn_cls": 0.0010119075270722533, "loss_rpn_loc": 0.0025067550923267845, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5400232085958123, "total_loss": 0.061387570970737215}
{"data_time": 0.0039434104692190886, "eta_seconds": 80012.49826032529, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3375, "fast_rcnn/fg_cls_accuracy": 0.6625, "iteration": 92319, "loss_box_reg": 0.009804753150092438, "loss_cls": 0.046673476754222065, "loss_rpn_cls": 0.0012261136442930365, "loss_rpn_loc": 0.002698217420402216, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398126861546189, "total_loss": 0.06091755128636578}
{"data_time": 0.004087713081389666, "eta_seconds": 79991.16127282637, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 92339, "loss_box_reg": 0.00889104584348388, "loss_cls": 0.04614299244713038, "loss_rpn_cls": 0.0006613395116801257, "loss_rpn_loc": 0.0025089935370488092, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5421515624038875, "total_loss": 0.05940429328657615}
{"data_time": 0.004119085147976875, "eta_seconds": 80040.43750011525, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3047619047619048, "fast_rcnn/fg_cls_accuracy": 0.6952380952380952, "iteration": 92359, "loss_box_reg": 0.009071061009308323, "loss_cls": 0.04542153375223279, "loss_rpn_cls": 0.001053784688565429, "loss_rpn_loc": 0.0022279771328612696, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5496891208458692, "total_loss": 0.05753925675924165}
{"data_time": 0.004004034213721752, "eta_seconds": 80010.22858569212, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.496875, "fast_rcnn/fg_cls_accuracy": 0.49507575757575756, "iteration": 92379, "loss_box_reg": 0.010150737303774804, "loss_cls": 0.04864694643765688, "loss_rpn_cls": 0.0008080632645146579, "loss_rpn_loc": 0.0021749116931459866, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5414077779278159, "total_loss": 0.06148313212679568}
{"data_time": 0.004630538169294596, "eta_seconds": 79999.38863357343, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.37263513513513513, "fast_rcnn/fg_cls_accuracy": 0.6273648648648649, "iteration": 92399, "loss_box_reg": 0.009823240921832621, "loss_cls": 0.045694874599575996, "loss_rpn_cls": 0.0012266265023299638, "loss_rpn_loc": 0.002836141768057132, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5483642020262778, "total_loss": 0.06022237226352445}
{"data_time": 0.003988818498328328, "eta_seconds": 79944.7175122886, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.46190476190476193, "fast_rcnn/fg_cls_accuracy": 0.5380952380952381, "iteration": 92419, "loss_box_reg": 0.01136517064878717, "loss_cls": 0.04806862096302211, "loss_rpn_cls": 0.0008895817268239625, "loss_rpn_loc": 0.0025885352442855947, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5389794036746025, "total_loss": 0.06334749357245073}
{"data_time": 0.0039016546215862036, "eta_seconds": 79933.88350011734, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44545454545454544, "fast_rcnn/fg_cls_accuracy": 0.5545454545454546, "iteration": 92439, "loss_box_reg": 0.009481447894359007, "loss_cls": 0.046060813940130174, "loss_rpn_cls": 0.0006675036535739309, "loss_rpn_loc": 0.002362260340305511, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415968608576804, "total_loss": 0.06012512500649336}
{"data_time": 0.003932736348360777, "eta_seconds": 79921.73493743665, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.37797619047619047, "fast_rcnn/fg_cls_accuracy": 0.6220238095238095, "iteration": 92459, "loss_box_reg": 0.010537707712501287, "loss_cls": 0.047260799910873175, "loss_rpn_cls": 0.0007153711038654365, "loss_rpn_loc": 0.002738290055276593, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425603715702891, "total_loss": 0.061758185970973045}
{"data_time": 0.004293098114430904, "eta_seconds": 79903.68598360289, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.37781425891181986, "fast_rcnn/fg_cls_accuracy": 0.6221857410881801, "iteration": 92479, "loss_box_reg": 0.00922446115873754, "loss_cls": 0.04659484315197915, "loss_rpn_cls": 0.001101176939528159, "loss_rpn_loc": 0.0028361634904285893, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5445461065974087, "total_loss": 0.06208876083542236}
{"data_time": 0.004023365443572402, "eta_seconds": 79882.7550878122, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.39131994261119085, "fast_rcnn/fg_cls_accuracy": 0.6086800573888091, "iteration": 92499, "loss_box_reg": 0.00990599175565876, "loss_cls": 0.04621546436101198, "loss_rpn_cls": 0.0007242128119742119, "loss_rpn_loc": 0.0033502843252790626, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5476694544777274, "total_loss": 0.05915727621129463}
{"data_time": 0.003945218399167061, "eta_seconds": 79882.02027201373, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27254641909814326, "fast_rcnn/fg_cls_accuracy": 0.7274535809018567, "iteration": 92519, "loss_box_reg": 0.009472863690461963, "loss_cls": 0.04491765471175313, "loss_rpn_cls": 0.0012954724161318154, "loss_rpn_loc": 0.0026492313936614664, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5428828373551369, "total_loss": 0.05913693252580288}
{"data_time": 0.0038138621021062136, "eta_seconds": 79854.36664018407, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4320121951219512, "fast_rcnn/fg_cls_accuracy": 0.5679878048780488, "iteration": 92539, "loss_box_reg": 0.009554341260809451, "loss_cls": 0.04589361837133765, "loss_rpn_cls": 0.0013376417159634002, "loss_rpn_loc": 0.0018765086351777427, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5336111201904714, "total_loss": 0.0588739291129059}
{"data_time": 0.004112411756068468, "eta_seconds": 79835.36330943718, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3202127659574468, "fast_rcnn/fg_cls_accuracy": 0.6797872340425531, "iteration": 92559, "loss_box_reg": 0.00998896241071634, "loss_cls": 0.04905492882244289, "loss_rpn_cls": 0.0008614745795512135, "loss_rpn_loc": 0.002391537189396331, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535070838406682, "total_loss": 0.06364050170793689}
{"data_time": 0.004656660137698054, "eta_seconds": 79839.4291414998, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2517934002869441, "fast_rcnn/fg_cls_accuracy": 0.729490022172949, "iteration": 92579, "loss_box_reg": 0.009952073654858395, "loss_cls": 0.04554619744885713, "loss_rpn_cls": 0.0009174660456778838, "loss_rpn_loc": 0.0023396661672450136, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436631285119802, "total_loss": 0.05971164809335505}
{"data_time": 0.004396273056045175, "eta_seconds": 79847.21140274731, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4708377518557795, "fast_rcnn/fg_cls_accuracy": 0.514162077104642, "iteration": 92599, "loss_box_reg": 0.010077053244458511, "loss_cls": 0.048980688909068704, "loss_rpn_cls": 0.0010545678871380915, "loss_rpn_loc": 0.002687478896405082, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5471773741301149, "total_loss": 0.06377161723412428}
{"data_time": 0.004430632805451751, "eta_seconds": 79858.56500557344, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35948717948717945, "fast_rcnn/fg_cls_accuracy": 0.5851760851760852, "iteration": 92619, "loss_box_reg": 0.012129708484280854, "loss_cls": 0.04715831158682704, "loss_rpn_cls": 0.0010845300380424305, "loss_rpn_loc": 0.002441059892589692, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5486749631818384, "total_loss": 0.06670818620966656}
{"data_time": 0.004316111793741584, "eta_seconds": 79854.67582348012, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2523809523809524, "fast_rcnn/fg_cls_accuracy": 0.7476190476190476, "iteration": 92639, "loss_box_reg": 0.009288833942264318, "loss_cls": 0.04777788935462013, "loss_rpn_cls": 0.0011864005252846255, "loss_rpn_loc": 0.002404475153525709, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.549180595902726, "total_loss": 0.06174220828552279}
{"data_time": 0.00429091602563858, "eta_seconds": 79853.8135880325, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.29816849816849816, "fast_rcnn/fg_cls_accuracy": 0.6942084942084943, "iteration": 92659, "loss_box_reg": 0.010085358517244458, "loss_cls": 0.04690170334652066, "loss_rpn_cls": 0.0012712305062905216, "loss_rpn_loc": 0.002621168738187407, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422302633523941, "total_loss": 0.061511003572377376}
{"data_time": 0.004015937447547913, "eta_seconds": 79832.99989136145, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24522640480087288, "fast_rcnn/fg_cls_accuracy": 0.7547735951991271, "iteration": 92679, "loss_box_reg": 0.011073726374888793, "loss_cls": 0.04914461902808398, "loss_rpn_cls": 0.0008903224705818502, "loss_rpn_loc": 0.00228852193140483, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5438034723047167, "total_loss": 0.06377042730423454}
{"data_time": 0.00440401048399508, "eta_seconds": 79822.16192530212, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3326167076167076, "fast_rcnn/fg_cls_accuracy": 0.6664092664092665, "iteration": 92699, "loss_box_reg": 0.009226433467119932, "loss_cls": 0.04556854965630919, "loss_rpn_cls": 0.0013523235115826537, "loss_rpn_loc": 0.0022674626034131506, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5388595093972981, "total_loss": 0.059108990320396515}
{"data_time": 0.004079393343999982, "eta_seconds": 79802.27384151239, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.34879032258064513, "fast_rcnn/fg_cls_accuracy": 0.5835181079083518, "iteration": 92719, "loss_box_reg": 0.011076024937210605, "loss_cls": 0.048108408227562904, "loss_rpn_cls": 0.0006710946379371308, "loss_rpn_loc": 0.002569217362179188, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5385980950668454, "total_loss": 0.06404695793594328}
{"data_time": 0.0037754608783870935, "eta_seconds": 79800.48599318345, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21637426900584794, "fast_rcnn/fg_cls_accuracy": 0.7669376693766938, "iteration": 92739, "loss_box_reg": 0.01012778264703229, "loss_cls": 0.04512867005541921, "loss_rpn_cls": 0.00095865341654644, "loss_rpn_loc": 0.0029019898538535926, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.54608836164698, "total_loss": 0.059381306524528554}
{"data_time": 0.0041151805780828, "eta_seconds": 79813.37392659974, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.29516129032258065, "fast_rcnn/fg_cls_accuracy": 0.7048387096774194, "iteration": 92759, "loss_box_reg": 0.010459044453455135, "loss_cls": 0.048441894236020744, "loss_rpn_cls": 0.0012856808226615613, "loss_rpn_loc": 0.0027651421223708894, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5444720576051623, "total_loss": 0.06537613613363646}
{"data_time": 0.004686305532231927, "eta_seconds": 79808.42364502698, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.275, "fast_rcnn/fg_cls_accuracy": 0.725, "iteration": 92779, "loss_box_reg": 0.01027898714528419, "loss_cls": 0.04965907824225724, "loss_rpn_cls": 0.0009404066667002553, "loss_rpn_loc": 0.002257631740576471, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397275413852185, "total_loss": 0.0634198817115248}
{"data_time": 0.004139786120504141, "eta_seconds": 79822.03424165281, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3148259303721489, "fast_rcnn/fg_cls_accuracy": 0.6309182209469153, "iteration": 92799, "loss_box_reg": 0.010016595770139247, "loss_cls": 0.04803940432611853, "loss_rpn_cls": 0.0009932389214668547, "loss_rpn_loc": 0.002427348699711729, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5444183289073408, "total_loss": 0.06204256975914291}
{"data_time": 0.004205241333693266, "eta_seconds": 79863.33454469685, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4736111111111111, "fast_rcnn/fg_cls_accuracy": 0.5263888888888889, "iteration": 92819, "loss_box_reg": 0.010127168236067519, "loss_cls": 0.04594488674774766, "loss_rpn_cls": 0.0014723807043708348, "loss_rpn_loc": 0.0028634135087486356, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5500417705625296, "total_loss": 0.06154698298070116}
{"data_time": 0.004443225916475058, "eta_seconds": 79839.67304675374, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3371783496007098, "fast_rcnn/fg_cls_accuracy": 0.6628216503992901, "iteration": 92839, "loss_box_reg": 0.009977223962778226, "loss_cls": 0.04391466896049678, "loss_rpn_cls": 0.0012496526899781202, "loss_rpn_loc": 0.002011337794101564, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.53869309858419, "total_loss": 0.05775446329471379}
{"data_time": 0.004220969974994659, "eta_seconds": 79853.42023616144, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3205282112845138, "fast_rcnn/fg_cls_accuracy": 0.6794717887154862, "iteration": 92859, "loss_box_reg": 0.009233902586856857, "loss_cls": 0.04825299198273569, "loss_rpn_cls": 0.0007801578069575044, "loss_rpn_loc": 0.0027215497830184177, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5469396356493235, "total_loss": 0.06196327722955175}
{"data_time": 0.003884072881191969, "eta_seconds": 79842.56623622449, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 92879, "loss_box_reg": 0.010374324978329241, "loss_cls": 0.04544935206649825, "loss_rpn_cls": 0.000597625486477682, "loss_rpn_loc": 0.003232966544601368, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5398697105702013, "total_loss": 0.06260800144957557}
{"data_time": 0.004205531906336546, "eta_seconds": 79780.00397446821, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.43843843843843844, "fast_rcnn/fg_cls_accuracy": 0.5444444444444445, "iteration": 92899, "loss_box_reg": 0.010543927986873314, "loss_cls": 0.04499684111215174, "loss_rpn_cls": 0.001014384562864734, "loss_rpn_loc": 0.0028389803919708356, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374138641636819, "total_loss": 0.06067349390104937}
{"data_time": 0.003866326529532671, "eta_seconds": 79756.96237319405, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.43885281385281383, "fast_rcnn/fg_cls_accuracy": 0.5075757575757576, "iteration": 92919, "loss_box_reg": 0.009131870203418657, "loss_cls": 0.04355412512086332, "loss_rpn_cls": 0.0007517274043493671, "loss_rpn_loc": 0.0022112833430583123, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5459135880228132, "total_loss": 0.05698821993355807}
{"data_time": 0.003962147980928421, "eta_seconds": 79758.31003520894, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2476190476190476, "fast_rcnn/fg_cls_accuracy": 0.7196078431372549, "iteration": 92939, "loss_box_reg": 0.009359328221762553, "loss_cls": 0.04526281962171197, "loss_rpn_cls": 0.0012391421967095084, "loss_rpn_loc": 0.0024437471729470417, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5422272665891796, "total_loss": 0.060147662742565444}
{"data_time": 0.003999483305960894, "eta_seconds": 79747.4630655793, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.49242424242424243, "fast_rcnn/fg_cls_accuracy": 0.5075757575757576, "iteration": 92959, "loss_box_reg": 0.00955773628083989, "loss_cls": 0.047983780852518976, "loss_rpn_cls": 0.0013576771507359808, "loss_rpn_loc": 0.0021219955651758937, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5393413500860333, "total_loss": 0.05903399662895481}
{"data_time": 0.00384216895326972, "eta_seconds": 79724.42643896467, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40945747800586507, "fast_rcnn/fg_cls_accuracy": 0.5625491738788355, "iteration": 92979, "loss_box_reg": 0.009993631480028853, "loss_cls": 0.047827921516727656, "loss_rpn_cls": 0.0004975820970685163, "loss_rpn_loc": 0.002226041477115359, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.53973010298796, "total_loss": 0.061441810639593086}
{"data_time": 0.0037644742988049984, "eta_seconds": 79706.60549194599, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.22794117647058823, "fast_rcnn/fg_cls_accuracy": 0.7100840336134454, "iteration": 92999, "loss_box_reg": 0.009593475435394794, "loss_cls": 0.04777878616005182, "loss_rpn_cls": 0.001662388109764379, "loss_rpn_loc": 0.0028176450869068503, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5424919540528208, "total_loss": 0.06285781488497832}
{"data_time": 0.004211959894746542, "eta_seconds": 79686.77530330722, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.36617647058823527, "fast_rcnn/fg_cls_accuracy": 0.6276315789473684, "iteration": 93019, "loss_box_reg": 0.009089228173252195, "loss_cls": 0.046342343906871974, "loss_rpn_cls": 0.0011556111634263289, "loss_rpn_loc": 0.002881301992601948, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447717141360044, "total_loss": 0.06196115507395916}
{"data_time": 0.00393321830779314, "eta_seconds": 79731.1664817715, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3702107279693486, "fast_rcnn/fg_cls_accuracy": 0.6297892720306513, "iteration": 93039, "loss_box_reg": 0.009670836094301194, "loss_cls": 0.044969463313464075, "loss_rpn_cls": 0.0007327568068546952, "loss_rpn_loc": 0.002542663012718549, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5501000587828457, "total_loss": 0.05861932655102464}
{"data_time": 0.004106503911316395, "eta_seconds": 79674.07240489544, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38873626373626374, "fast_rcnn/fg_cls_accuracy": 0.6112637362637363, "iteration": 93059, "loss_box_reg": 0.01014142666826956, "loss_cls": 0.046769852517172694, "loss_rpn_cls": 0.00073333632249728, "loss_rpn_loc": 0.0028710899205179885, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5407951539382339, "total_loss": 0.06011132782441564}
{"data_time": 0.003978055436164141, "eta_seconds": 79649.68066013628, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35053981106612686, "fast_rcnn/fg_cls_accuracy": 0.6494601889338731, "iteration": 93079, "loss_box_reg": 0.009814143209950998, "loss_cls": 0.049840577761642635, "loss_rpn_cls": 0.0009658845445983388, "loss_rpn_loc": 0.00255483870205353, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5360790020786226, "total_loss": 0.061778833225275775}
{"data_time": 0.004216820700094104, "eta_seconds": 79633.68962458824, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.31306715063520874, "fast_rcnn/fg_cls_accuracy": 0.6869328493647913, "iteration": 93099, "loss_box_reg": 0.010539651964791119, "loss_cls": 0.04460338247008622, "loss_rpn_cls": 0.0013110173002814918, "loss_rpn_loc": 0.003632407770055579, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.54021155112423, "total_loss": 0.06202458890828666}
{"data_time": 0.0041121188551187515, "eta_seconds": 79608.93613853678, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.32954545454545453, "fast_rcnn/fg_cls_accuracy": 0.6222283813747228, "iteration": 93119, "loss_box_reg": 0.010185595252551138, "loss_cls": 0.0478435552213341, "loss_rpn_cls": 0.0006022989832104031, "loss_rpn_loc": 0.002547513591707684, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5372997291851789, "total_loss": 0.061498264807198666}
{"data_time": 0.0040164964739233255, "eta_seconds": 79617.15310560283, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5168350168350169, "fast_rcnn/fg_cls_accuracy": 0.48316498316498313, "iteration": 93139, "loss_box_reg": 0.00954681434086524, "loss_cls": 0.04850116209127009, "loss_rpn_cls": 0.0011275823361529547, "loss_rpn_loc": 0.0026124781179532874, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5437357602640986, "total_loss": 0.062473849124558}
{"data_time": 0.004039054038003087, "eta_seconds": 79606.31058742502, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4110105580693816, "fast_rcnn/fg_cls_accuracy": 0.5872210953346856, "iteration": 93159, "loss_box_reg": 0.010043977323221043, "loss_cls": 0.04490339104086161, "loss_rpn_cls": 0.0009045921271990665, "loss_rpn_loc": 0.0024410529222222976, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5490710714366287, "total_loss": 0.060152550720147246}
{"data_time": 0.004183447454124689, "eta_seconds": 79615.97332486673, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46071428571428574, "fast_rcnn/fg_cls_accuracy": 0.5392857142857143, "iteration": 93179, "loss_box_reg": 0.009273699979530647, "loss_cls": 0.044543363561388105, "loss_rpn_cls": 0.0015166521757237206, "loss_rpn_loc": 0.0024909211024350952, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5437444348353893, "total_loss": 0.058275591513620384}
{"data_time": 0.004286984447389841, "eta_seconds": 79617.07240798254, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.46612466124661245, "fast_rcnn/fg_cls_accuracy": 0.5338753387533876, "iteration": 93199, "loss_box_reg": 0.009595285751856863, "loss_cls": 0.0482865457306616, "loss_rpn_cls": 0.0007227793544188899, "loss_rpn_loc": 0.0028904261671414133, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541437417967245, "total_loss": 0.0629216615848236}
{"data_time": 0.003949720645323396, "eta_seconds": 79568.63872122508, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4424066924066924, "fast_rcnn/fg_cls_accuracy": 0.5575933075933076, "iteration": 93219, "loss_box_reg": 0.010325010865926743, "loss_cls": 0.04625834431499243, "loss_rpn_cls": 0.0012242605592973632, "loss_rpn_loc": 0.002324430941371247, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371773564256728, "total_loss": 0.061317183196990754}
{"data_time": 0.0043252077884972095, "eta_seconds": 79562.94051471376, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2969961240310077, "fast_rcnn/fg_cls_accuracy": 0.7030038759689923, "iteration": 93239, "loss_box_reg": 0.009390937513671815, "loss_cls": 0.044619068008614704, "loss_rpn_cls": 0.0007647481635899567, "loss_rpn_loc": 0.0026557837118161842, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5446181653533131, "total_loss": 0.058488333087098}
{"data_time": 0.004001250024884939, "eta_seconds": 79546.9550867707, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4936323366555925, "fast_rcnn/fg_cls_accuracy": 0.5063676633444075, "iteration": 93259, "loss_box_reg": 0.009491677366895601, "loss_cls": 0.0471609893720597, "loss_rpn_cls": 0.0013366787986797135, "loss_rpn_loc": 0.0026028226438938873, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378654503729194, "total_loss": 0.0617456512982244}
{"data_time": 0.004498270573094487, "eta_seconds": 79541.25547835813, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3675, "fast_rcnn/fg_cls_accuracy": 0.6325000000000001, "iteration": 93279, "loss_box_reg": 0.0099508912244346, "loss_cls": 0.04647394723724574, "loss_rpn_cls": 0.0006787967156469676, "loss_rpn_loc": 0.002410799868812319, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5480398621875793, "total_loss": 0.05911313567912657}
{"data_time": 0.0041808008681982756, "eta_seconds": 79556.15981361829, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39610389610389607, "fast_rcnn/fg_cls_accuracy": 0.595959595959596, "iteration": 93299, "loss_box_reg": 0.010861296846996993, "loss_cls": 0.046250996296294034, "loss_rpn_cls": 0.0018254505150139266, "loss_rpn_loc": 0.0031297292407543864, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.546605529030785, "total_loss": 0.06174936965408051}
{"data_time": 0.0043003796599805355, "eta_seconds": 79562.86181606911, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3889705882352941, "fast_rcnn/fg_cls_accuracy": 0.6110294117647059, "iteration": 93319, "loss_box_reg": 0.009378792077768594, "loss_cls": 0.048369960743002594, "loss_rpn_cls": 0.0010148379310521705, "loss_rpn_loc": 0.0027122800893266685, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5436136773787439, "total_loss": 0.06274125333982283}
{"data_time": 0.004014750476926565, "eta_seconds": 79545.1105095197, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3261627906976744, "fast_rcnn/fg_cls_accuracy": 0.6738372093023256, "iteration": 93339, "loss_box_reg": 0.009549253940349445, "loss_cls": 0.04672485310584307, "loss_rpn_cls": 0.001186925432591579, "loss_rpn_loc": 0.0020757234196935315, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541031381348148, "total_loss": 0.06244535060113776}
{"data_time": 0.004155262373387814, "eta_seconds": 79514.2045393167, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.30842391304347827, "fast_rcnn/fg_cls_accuracy": 0.6416223404255319, "iteration": 93359, "loss_box_reg": 0.010053980717202649, "loss_cls": 0.047766542178578675, "loss_rpn_cls": 0.0011788655885993649, "loss_rpn_loc": 0.0023846923650125973, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434115254320204, "total_loss": 0.06265707279197841}
{"data_time": 0.00448683719150722, "eta_seconds": 79503.35979541298, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36046511627906974, "fast_rcnn/fg_cls_accuracy": 0.6395348837209303, "iteration": 93379, "loss_box_reg": 0.00949855989892967, "loss_cls": 0.04616477171657607, "loss_rpn_cls": 0.0012645675494695752, "loss_rpn_loc": 0.0029248257815197576, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5422287106048316, "total_loss": 0.060256011405726895}
{"data_time": 0.004004735965281725, "eta_seconds": 79482.26273373188, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41621621621621624, "fast_rcnn/fg_cls_accuracy": 0.574106364428945, "iteration": 93399, "loss_box_reg": 0.009345768979983404, "loss_cls": 0.04558122740127146, "loss_rpn_cls": 0.0009418308212616466, "loss_rpn_loc": 0.0022852714610053226, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.543139606481418, "total_loss": 0.06027414202640102}
{"data_time": 0.004375464515760541, "eta_seconds": 79491.08364387415, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32291666666666663, "fast_rcnn/fg_cls_accuracy": 0.6511520737327189, "iteration": 93419, "loss_box_reg": 0.009019330580485985, "loss_cls": 0.04752880102023482, "loss_rpn_cls": 0.000889983607976319, "loss_rpn_loc": 0.002924532505858224, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5416982092428952, "total_loss": 0.06004251295712493}
{"data_time": 0.004300024826079607, "eta_seconds": 79490.87311136373, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.46023302938196553, "fast_rcnn/fg_cls_accuracy": 0.537386018237082, "iteration": 93439, "loss_box_reg": 0.009814791847020388, "loss_cls": 0.04929645953234285, "loss_rpn_cls": 0.0008905515110768647, "loss_rpn_loc": 0.00312782983382931, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5433428036049008, "total_loss": 0.06327214565089889}
{"data_time": 0.004154436523094773, "eta_seconds": 79460.52491924423, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4165860735009671, "fast_rcnn/fg_cls_accuracy": 0.5834139264990329, "iteration": 93459, "loss_box_reg": 0.010162677470361814, "loss_cls": 0.04825282411184162, "loss_rpn_cls": 0.000661711636439577, "loss_rpn_loc": 0.0023522138144471683, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5408195762429386, "total_loss": 0.06164046400829193}
{"data_time": 0.0038946790155023336, "eta_seconds": 79438.8893527952, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5247311827956989, "fast_rcnn/fg_cls_accuracy": 0.44193548387096776, "iteration": 93479, "loss_box_reg": 0.009543450665660203, "loss_cls": 0.04573200538288802, "loss_rpn_cls": 0.001414111594726819, "loss_rpn_loc": 0.002464418133968138, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5405520827043802, "total_loss": 0.0589956788062409}
{"data_time": 0.004259679466485977, "eta_seconds": 79409.41250752192, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21250000000000002, "fast_rcnn/fg_cls_accuracy": 0.7845588235294118, "iteration": 93499, "loss_box_reg": 0.01130052754888311, "loss_cls": 0.04099001456052065, "loss_rpn_cls": 0.0010729354768841404, "loss_rpn_loc": 0.002233188999525737, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.540648092282936, "total_loss": 0.0580028434973201}
{"data_time": 0.003974171122536063, "eta_seconds": 79417.20266232686, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4202037351443124, "fast_rcnn/fg_cls_accuracy": 0.5797962648556876, "iteration": 93519, "loss_box_reg": 0.009285383275710046, "loss_cls": 0.047727394499816, "loss_rpn_cls": 0.0007654549797280197, "loss_rpn_loc": 0.00234255366922298, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5541396201588213, "total_loss": 0.0602615598952525}
{"data_time": 0.00400874693877995, "eta_seconds": 79411.70127977873, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5055555555555555, "fast_rcnn/fg_cls_accuracy": 0.49444444444444446, "iteration": 93539, "loss_box_reg": 0.009800236817682162, "loss_cls": 0.04598384303972125, "loss_rpn_cls": 0.001778911298742969, "loss_rpn_loc": 0.0036343450992717408, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5345728187821805, "total_loss": 0.061114988200188236}
{"data_time": 0.0038884878158569336, "eta_seconds": 79412.63483348698, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2582010582010582, "fast_rcnn/fg_cls_accuracy": 0.7417989417989418, "iteration": 93559, "loss_box_reg": 0.00906110680080019, "loss_cls": 0.04498150057042949, "loss_rpn_cls": 0.0004774299832206452, "loss_rpn_loc": 0.0023563605682284106, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.542105324100703, "total_loss": 0.058067301237997526}
{"data_time": 0.0036445718724280596, "eta_seconds": 79390.01313036564, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3300865800865801, "fast_rcnn/fg_cls_accuracy": 0.6158730158730159, "iteration": 93579, "loss_box_reg": 0.009997006185585633, "loss_cls": 0.04624366300413385, "loss_rpn_cls": 0.0009681898554845247, "loss_rpn_loc": 0.0031955771046341397, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.537266005994752, "total_loss": 0.06145408357178894}
{"data_time": 0.004582895198836923, "eta_seconds": 79367.77518751309, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.31587301587301586, "fast_rcnn/fg_cls_accuracy": 0.6222222222222222, "iteration": 93599, "loss_box_reg": 0.010431076108943671, "loss_cls": 0.04944800859084353, "loss_rpn_cls": 0.0009684981941120441, "loss_rpn_loc": 0.0031062662237673067, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5382944864686579, "total_loss": 0.06608499435924386}
{"data_time": 0.0038198798429220915, "eta_seconds": 79329.4886641982, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4142156862745098, "fast_rcnn/fg_cls_accuracy": 0.5424418604651162, "iteration": 93619, "loss_box_reg": 0.01088269057800062, "loss_cls": 0.04684365773573518, "loss_rpn_cls": 0.000962017138704141, "loss_rpn_loc": 0.002342544430575799, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368267861194909, "total_loss": 0.061460543421844704}
{"data_time": 0.004060862585902214, "eta_seconds": 79290.7442461797, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 93639, "loss_box_reg": 0.010037480475148186, "loss_cls": 0.04678006959147751, "loss_rpn_cls": 0.0005435055149973778, "loss_rpn_loc": 0.002248221429908881, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5369679047726095, "total_loss": 0.06057588612225118}
{"data_time": 0.004318587016314268, "eta_seconds": 79279.90929093258, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.33571428571428574, "fast_rcnn/fg_cls_accuracy": 0.6642857142857143, "iteration": 93659, "loss_box_reg": 0.009846448490861803, "loss_cls": 0.04719318269053474, "loss_rpn_cls": 0.001282831483820246, "loss_rpn_loc": 0.0029928942167316563, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5429757642559707, "total_loss": 0.06100381881344674}
{"data_time": 0.004173752386122942, "eta_seconds": 79269.07433568547, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45268542199488493, "fast_rcnn/fg_cls_accuracy": 0.5473145780051151, "iteration": 93679, "loss_box_reg": 0.010242746997391805, "loss_cls": 0.04658202169230208, "loss_rpn_cls": 0.0010043331960787327, "loss_rpn_loc": 0.0026624393940437585, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5417145828250796, "total_loss": 0.06048721622630637}
{"data_time": 0.004551965743303299, "eta_seconds": 79261.8202566742, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3691077441077441, "fast_rcnn/fg_cls_accuracy": 0.6308922558922558, "iteration": 93699, "loss_box_reg": 0.009696188353700563, "loss_cls": 0.04553768038749695, "loss_rpn_cls": 0.0010900044222807992, "loss_rpn_loc": 0.0029477886509994278, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.541192211676389, "total_loss": 0.05941970782669159}
{"data_time": 0.0039686961099505424, "eta_seconds": 79265.69861280243, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.35144927536231885, "fast_rcnn/fg_cls_accuracy": 0.6085349462365591, "iteration": 93719, "loss_box_reg": 0.010049405886093155, "loss_cls": 0.04541789635550231, "loss_rpn_cls": 0.0015017381990105605, "loss_rpn_loc": 0.002965860319818603, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5462641743943095, "total_loss": 0.05874403147305429}
{"data_time": 0.004075638018548489, "eta_seconds": 79254.86115631624, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.19596299411269974, "fast_rcnn/fg_cls_accuracy": 0.7981386392811296, "iteration": 93739, "loss_box_reg": 0.010538467788137496, "loss_cls": 0.04549295158358291, "loss_rpn_cls": 0.0011705616502695193, "loss_rpn_loc": 0.002955539312097244, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5452816588804126, "total_loss": 0.06036610585510971}
{"data_time": 0.004087056731805205, "eta_seconds": 79253.61728462717, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3717607973421927, "fast_rcnn/fg_cls_accuracy": 0.6178750569995439, "iteration": 93759, "loss_box_reg": 0.009939582057995722, "loss_cls": 0.04822449141647667, "loss_rpn_cls": 0.0009046609109191195, "loss_rpn_loc": 0.00279167694861826, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5462195626460016, "total_loss": 0.06213855420548953}
{"data_time": 0.004112923750653863, "eta_seconds": 79242.77851611702, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3094017094017094, "fast_rcnn/fg_cls_accuracy": 0.6905982905982906, "iteration": 93779, "loss_box_reg": 0.009580975805874914, "loss_cls": 0.04535263159777969, "loss_rpn_cls": 0.001166960186480992, "loss_rpn_loc": 0.0027051452198065817, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5421459258068353, "total_loss": 0.06101962438222586}
{"data_time": 0.003951728576794267, "eta_seconds": 79251.51632971084, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4001196172248804, "fast_rcnn/fg_cls_accuracy": 0.5340909090909092, "iteration": 93799, "loss_box_reg": 0.010859397938475013, "loss_cls": 0.047783114947378635, "loss_rpn_cls": 0.0005673354593227486, "loss_rpn_loc": 0.002565612390753813, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5460087724495679, "total_loss": 0.06270566337877881}
{"data_time": 0.004247203003615141, "eta_seconds": 79213.63360875612, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.421969696969697, "fast_rcnn/fg_cls_accuracy": 0.5780303030303031, "iteration": 93819, "loss_box_reg": 0.0095435855910182, "loss_cls": 0.04506341819069348, "loss_rpn_cls": 0.001075154432328418, "loss_rpn_loc": 0.002990389726619469, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5411571539007127, "total_loss": 0.05874017663518316}
{"data_time": 0.004501384450122714, "eta_seconds": 79192.9019289834, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3249528598365808, "fast_rcnn/fg_cls_accuracy": 0.6750471401634193, "iteration": 93839, "loss_box_reg": 0.010029408964328468, "loss_cls": 0.044738697819411755, "loss_rpn_cls": 0.0007254146408968154, "loss_rpn_loc": 0.0018417318278807215, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369544737040997, "total_loss": 0.05997780508425876}
{"data_time": 0.004725090228021145, "eta_seconds": 79175.13669852307, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44047619047619047, "fast_rcnn/fg_cls_accuracy": 0.5595238095238095, "iteration": 93859, "loss_box_reg": 0.00944951962446794, "loss_cls": 0.04593314731027931, "loss_rpn_cls": 0.0014824534752619911, "loss_rpn_loc": 0.0026971788556693355, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447255875915289, "total_loss": 0.06249210450204146}
{"data_time": 0.004338651429861784, "eta_seconds": 79181.12036820827, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4496212121212121, "fast_rcnn/fg_cls_accuracy": 0.5503787878787879, "iteration": 93879, "loss_box_reg": 0.009458299377001822, "loss_cls": 0.046040430665016174, "loss_rpn_cls": 0.000900202414868545, "loss_rpn_loc": 0.002795960161165567, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5505240084603429, "total_loss": 0.0590296190018762}
{"data_time": 0.005064768949523568, "eta_seconds": 79216.50793506089, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 93899, "loss_box_reg": 0.009828287409618497, "loss_cls": 0.04709268105216324, "loss_rpn_cls": 0.00047245231201031856, "loss_rpn_loc": 0.002318605656910222, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5451336465775967, "total_loss": 0.06015373182685835}
{"data_time": 0.004303498892113566, "eta_seconds": 79217.41253549629, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.371007371007371, "fast_rcnn/fg_cls_accuracy": 0.628992628992629, "iteration": 93919, "loss_box_reg": 0.010290939244441688, "loss_cls": 0.04714691254775971, "loss_rpn_cls": 0.0013112219795630153, "loss_rpn_loc": 0.002570650942288921, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5485917734913528, "total_loss": 0.06300965303762496}
{"data_time": 0.0044213461223989725, "eta_seconds": 79197.72922729701, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 93939, "loss_box_reg": 0.009250778064597398, "loss_cls": 0.04663109302055091, "loss_rpn_cls": 0.0011296245343146438, "loss_rpn_loc": 0.0031701246971351793, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365515956655145, "total_loss": 0.06118772064928635}
{"data_time": 0.004383149091154337, "eta_seconds": 79198.35631959955, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.430448717948718, "fast_rcnn/fg_cls_accuracy": 0.5598290598290598, "iteration": 93959, "loss_box_reg": 0.010414001095341519, "loss_cls": 0.04847340099513531, "loss_rpn_cls": 0.001045711503252278, "loss_rpn_loc": 0.0021888317714910954, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.546521861338988, "total_loss": 0.06306440341836606}
{"data_time": 0.0047529644798487425, "eta_seconds": 79197.99116132152, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4666666666666667, "fast_rcnn/fg_cls_accuracy": 0.4935897435897436, "iteration": 93979, "loss_box_reg": 0.010588680190267041, "loss_cls": 0.04673908604308963, "loss_rpn_cls": 0.0014827222665871886, "loss_rpn_loc": 0.00241769486819976, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5400437449570745, "total_loss": 0.06171981035288354}
{"data_time": 0.0042327893897891045, "eta_seconds": 79200.72014441178, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.65, "iteration": 93999, "loss_box_reg": 0.009952696855179965, "loss_cls": 0.04525541458860971, "loss_rpn_cls": 0.0006464298695050275, "loss_rpn_loc": 0.0031104757799766958, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5469446601346135, "total_loss": 0.06098504990313813}
{"data_time": 0.004063029773533344, "eta_seconds": 79189.87080500391, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26422764227642276, "fast_rcnn/fg_cls_accuracy": 0.7357723577235773, "iteration": 94019, "loss_box_reg": 0.009454766724957153, "loss_cls": 0.04497808057931252, "loss_rpn_cls": 0.000722545264125074, "loss_rpn_loc": 0.0017717466253088787, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5496610389091074, "total_loss": 0.059643257487493884}
{"data_time": 0.004364789463579655, "eta_seconds": 79172.37724989373, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7207792207792207, "iteration": 94039, "loss_box_reg": 0.009968682716134936, "loss_cls": 0.04586722585372627, "loss_rpn_cls": 0.0010368593700604833, "loss_rpn_loc": 0.002124731119693024, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5458553165663034, "total_loss": 0.060024922868478825}
{"data_time": 0.004029097501188517, "eta_seconds": 79187.16876010364, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 94059, "loss_box_reg": 0.009994269901653752, "loss_cls": 0.04626050381921232, "loss_rpn_cls": 0.0007011235794607273, "loss_rpn_loc": 0.0030042691905691754, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416395019274205, "total_loss": 0.061428989098430975}
{"data_time": 0.004040636355057359, "eta_seconds": 79191.07034120848, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.45967741935483875, "fast_rcnn/fg_cls_accuracy": 0.5403225806451613, "iteration": 94079, "loss_box_reg": 0.00978033008868806, "loss_cls": 0.045973956817761064, "loss_rpn_cls": 0.0008012006122726234, "loss_rpn_loc": 0.0028687672602245584, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414621334057301, "total_loss": 0.060933792731248104}
{"data_time": 0.003961523296311498, "eta_seconds": 79187.09622987825, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4491596638655462, "fast_rcnn/fg_cls_accuracy": 0.5508403361344538, "iteration": 94099, "loss_box_reg": 0.009905281476676464, "loss_cls": 0.04806634609121829, "loss_rpn_cls": 0.0008071491573673484, "loss_rpn_loc": 0.002127303923771251, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5489850810263306, "total_loss": 0.06038864758318141}
{"data_time": 0.0039837355725467205, "eta_seconds": 79181.02177170943, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.29432624113475175, "fast_rcnn/fg_cls_accuracy": 0.6422480620155039, "iteration": 94119, "loss_box_reg": 0.009465459530474618, "loss_cls": 0.04381483304314315, "loss_rpn_cls": 0.001185473800546788, "loss_rpn_loc": 0.0028761981448042206, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5413631137926131, "total_loss": 0.05884457520255637}
{"data_time": 0.004315209109336138, "eta_seconds": 79178.53563704039, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4295121951219512, "fast_rcnn/fg_cls_accuracy": 0.5582655826558266, "iteration": 94139, "loss_box_reg": 0.009965714329155162, "loss_cls": 0.044137794990092516, "loss_rpn_cls": 0.0017029221703523945, "loss_rpn_loc": 0.003123063705061213, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5487437504343688, "total_loss": 0.06070350755135223}
{"data_time": 0.004185197409242392, "eta_seconds": 79167.6789261119, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41699346405228754, "fast_rcnn/fg_cls_accuracy": 0.5746031746031746, "iteration": 94159, "loss_box_reg": 0.009504432789981365, "loss_cls": 0.04596162075176835, "loss_rpn_cls": 0.001372519439428288, "loss_rpn_loc": 0.0022576996780117042, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450135834980756, "total_loss": 0.05935954072947425}
{"data_time": 0.003492760006338358, "eta_seconds": 79156.8222151834, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23963317384370014, "fast_rcnn/fg_cls_accuracy": 0.7357456140350878, "iteration": 94179, "loss_box_reg": 0.009479751024628058, "loss_cls": 0.04514557804213837, "loss_rpn_cls": 0.0006742108344042208, "loss_rpn_loc": 0.0027335504273651168, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5480078472755849, "total_loss": 0.061108054201042705}
{"data_time": 0.004007309442386031, "eta_seconds": 79153.07799937134, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.4883720930232558, "fast_rcnn/fg_cls_accuracy": 0.5116279069767442, "iteration": 94199, "loss_box_reg": 0.010232211061520502, "loss_cls": 0.04750716546550393, "loss_rpn_cls": 0.001123339267337542, "loss_rpn_loc": 0.0026754568243632093, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5468201457988471, "total_loss": 0.06311043327013977}
{"data_time": 0.0044367145746946335, "eta_seconds": 79203.9724605775, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46722972972972976, "fast_rcnn/fg_cls_accuracy": 0.4861842105263158, "iteration": 94219, "loss_box_reg": 0.009527848422294483, "loss_cls": 0.04576842940878123, "loss_rpn_cls": 0.0009697068489060712, "loss_rpn_loc": 0.001975701037736144, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5475952024571598, "total_loss": 0.058372069866095444}
{"data_time": 0.003977928776293993, "eta_seconds": 79193.1063020986, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4194373401534527, "fast_rcnn/fg_cls_accuracy": 0.5805626598465473, "iteration": 94239, "loss_box_reg": 0.009357502625789493, "loss_cls": 0.04546006859163754, "loss_rpn_cls": 0.0007598455845254648, "loss_rpn_loc": 0.0028781783330487087, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420364672318101, "total_loss": 0.05902488590538724}
{"data_time": 0.004276335006579757, "eta_seconds": 79182.24014361971, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45833333333333337, "fast_rcnn/fg_cls_accuracy": 0.513986013986014, "iteration": 94259, "loss_box_reg": 0.00954214870580472, "loss_cls": 0.047400209004990757, "loss_rpn_cls": 0.000989246535368693, "loss_rpn_loc": 0.0025404087245988194, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364333810284734, "total_loss": 0.060238801264404174}
{"data_time": 0.004476549802348018, "eta_seconds": 79157.83682526369, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3283492822966507, "fast_rcnn/fg_cls_accuracy": 0.6716507177033493, "iteration": 94279, "loss_box_reg": 0.009931924665579572, "loss_cls": 0.04572866763919592, "loss_rpn_cls": 0.0007120756827987407, "loss_rpn_loc": 0.0024060460782493465, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5370410450268537, "total_loss": 0.059507200480425126}
{"data_time": 0.0036238660104572773, "eta_seconds": 79117.86670498364, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3627906976744186, "fast_rcnn/fg_cls_accuracy": 0.6372093023255814, "iteration": 94299, "loss_box_reg": 0.009313796908827499, "loss_cls": 0.04787980631226674, "loss_rpn_cls": 0.0008853389217051699, "loss_rpn_loc": 0.0021644533626385964, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5409803020302206, "total_loss": 0.060482095964403015}
{"data_time": 0.003602931508794427, "eta_seconds": 79080.82523868396, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4825581395348837, "fast_rcnn/fg_cls_accuracy": 0.5174418604651163, "iteration": 94319, "loss_box_reg": 0.009740393841639161, "loss_cls": 0.04605738748796284, "loss_rpn_cls": 0.000673118674512807, "loss_rpn_loc": 0.00348397499328712, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415418930351734, "total_loss": 0.05969906827834848}
{"data_time": 0.00416107103228569, "eta_seconds": 79119.77069114055, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3038277511961722, "fast_rcnn/fg_cls_accuracy": 0.6961722488038278, "iteration": 94339, "loss_box_reg": 0.009368844999698922, "loss_cls": 0.046035598032176495, "loss_rpn_cls": 0.0006614718648734197, "loss_rpn_loc": 0.0027174497590749525, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5467170679476112, "total_loss": 0.06002991022666038}
{"data_time": 0.004213395994156599, "eta_seconds": 79063.09556085616, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5124269005847953, "fast_rcnn/fg_cls_accuracy": 0.48757309941520466, "iteration": 94359, "loss_box_reg": 0.009910017222864553, "loss_cls": 0.04461201187223196, "loss_rpn_cls": 0.0008867478989031952, "loss_rpn_loc": 0.003066004614083795, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387078996282071, "total_loss": 0.058514181106261276}
{"data_time": 0.004051326774060726, "eta_seconds": 79048.25510589848, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3048780487804878, "fast_rcnn/fg_cls_accuracy": 0.6450577663671373, "iteration": 94379, "loss_box_reg": 0.010025693860370666, "loss_cls": 0.04763405886478722, "loss_rpn_cls": 0.0008671314418506881, "loss_rpn_loc": 0.002448050883685937, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5397548528853804, "total_loss": 0.06234325189370793}
{"data_time": 0.004078290890902281, "eta_seconds": 79087.18004408013, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3431372549019608, "fast_rcnn/fg_cls_accuracy": 0.6568627450980392, "iteration": 94399, "loss_box_reg": 0.010179508826695383, "loss_cls": 0.04485266876872629, "loss_rpn_cls": 0.0009327334732915915, "loss_rpn_loc": 0.002217602297605481, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5515908105298877, "total_loss": 0.05992408797430926}
{"data_time": 0.0038517729844897985, "eta_seconds": 79094.89104342624, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38369963369963367, "fast_rcnn/fg_cls_accuracy": 0.6163003663003663, "iteration": 94419, "loss_box_reg": 0.011164668831042945, "loss_cls": 0.048546289443038404, "loss_rpn_cls": 0.0009362076663990138, "loss_rpn_loc": 0.0025264166979468428, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5489831806626171, "total_loss": 0.06403761264255081}
{"data_time": 0.0042603721376508474, "eta_seconds": 79094.51144703594, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.40104166666666663, "fast_rcnn/fg_cls_accuracy": 0.5989583333333333, "iteration": 94439, "loss_box_reg": 0.009764633781742305, "loss_cls": 0.04612613213248551, "loss_rpn_cls": 0.0011083069387609612, "loss_rpn_loc": 0.0022230106478673406, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.544614759972319, "total_loss": 0.05989566815469516}
{"data_time": 0.004401718964800239, "eta_seconds": 79083.64390539401, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40283400809716596, "fast_rcnn/fg_cls_accuracy": 0.5715249662618084, "iteration": 94459, "loss_box_reg": 0.009888943051919341, "loss_cls": 0.0476662358851172, "loss_rpn_cls": 0.0005781368545001442, "loss_rpn_loc": 0.0022513704825541936, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363468090072274, "total_loss": 0.0628465316064819}
{"data_time": 0.00374131603166461, "eta_seconds": 79120.1655789516, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45373062015503873, "fast_rcnn/fg_cls_accuracy": 0.5462693798449612, "iteration": 94479, "loss_box_reg": 0.009391563449753448, "loss_cls": 0.0462944827741012, "loss_rpn_cls": 0.001466181371199582, "loss_rpn_loc": 0.0025739393422554713, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5460953903384507, "total_loss": 0.060096198230894515}
{"data_time": 0.004148838575929403, "eta_seconds": 79061.90882211016, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39920424403183025, "fast_rcnn/fg_cls_accuracy": 0.6007957559681698, "iteration": 94499, "loss_box_reg": 0.00940318190259859, "loss_cls": 0.0493755538482219, "loss_rpn_cls": 0.0009014346341302826, "loss_rpn_loc": 0.0027604474144027336, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5320645424071699, "total_loss": 0.06227565260633128}
{"data_time": 0.00377512164413929, "eta_seconds": 79040.5605394158, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31734417344173443, "fast_rcnn/fg_cls_accuracy": 0.6826558265582656, "iteration": 94519, "loss_box_reg": 0.009974879736546427, "loss_cls": 0.046017044165637344, "loss_rpn_cls": 0.0007830961872059561, "loss_rpn_loc": 0.0025512384436296998, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.544035644037649, "total_loss": 0.0613208488730379}
{"data_time": 0.004208761267364025, "eta_seconds": 79029.69443861372, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.40930232558139534, "fast_rcnn/fg_cls_accuracy": 0.5560037968675843, "iteration": 94539, "loss_box_reg": 0.009453355916775763, "loss_cls": 0.048326542135328054, "loss_rpn_cls": 0.0013119973654056594, "loss_rpn_loc": 0.002619755630803411, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5416633745189756, "total_loss": 0.06210792843808122}
{"data_time": 0.004029331961646676, "eta_seconds": 79018.82833781163, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.532051282051282, "fast_rcnn/fg_cls_accuracy": 0.4379487179487179, "iteration": 94559, "loss_box_reg": 0.009553446434438229, "loss_cls": 0.045761346467770636, "loss_rpn_cls": 0.0009618968483096069, "loss_rpn_loc": 0.0032403001096099615, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382548056077212, "total_loss": 0.060425387134728226}
{"data_time": 0.004034410696476698, "eta_seconds": 79021.15549263498, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.31409214092140925, "fast_rcnn/fg_cls_accuracy": 0.6859078590785908, "iteration": 94579, "loss_box_reg": 0.009659560571890324, "loss_cls": 0.048090173600940034, "loss_rpn_cls": 0.0009087466811479317, "loss_rpn_loc": 0.002356568646064261, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432638295460492, "total_loss": 0.06013929388561223}
{"data_time": 0.004185997182503343, "eta_seconds": 79061.24111366062, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1975609756097561, "fast_rcnn/fg_cls_accuracy": 0.7888026607538803, "iteration": 94599, "loss_box_reg": 0.009152387297945097, "loss_cls": 0.0415566420997493, "loss_rpn_cls": 0.0007325755637452858, "loss_rpn_loc": 0.002292304372531362, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5555745782330632, "total_loss": 0.05528759874016487}
{"data_time": 0.004151763394474983, "eta_seconds": 79052.33489019424, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.42824730572887126, "fast_rcnn/fg_cls_accuracy": 0.5717526942711287, "iteration": 94619, "loss_box_reg": 0.009581769147189334, "loss_cls": 0.04576635151170194, "loss_rpn_cls": 0.0013539505507651484, "loss_rpn_loc": 0.0022550782487087417, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540868500014767, "total_loss": 0.06018343050504882}
{"data_time": 0.0040754335932433605, "eta_seconds": 79048.18672877434, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4913793103448276, "fast_rcnn/fg_cls_accuracy": 0.5086206896551724, "iteration": 94639, "loss_box_reg": 0.009969686158001423, "loss_cls": 0.047462229849770665, "loss_rpn_cls": 0.0012164344728375909, "loss_rpn_loc": 0.0024248249756055884, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5494522645603865, "total_loss": 0.06244333601556207}
{"data_time": 0.00491601531393826, "eta_seconds": 79037.31060839421, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3925022583559169, "fast_rcnn/fg_cls_accuracy": 0.565410199556541, "iteration": 94659, "loss_box_reg": 0.008715359610505402, "loss_cls": 0.04933350486680865, "loss_rpn_cls": 0.0009877945964262835, "loss_rpn_loc": 0.0021521584640140645, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5453765732236207, "total_loss": 0.06059180752146176}
{"data_time": 0.004175462992861867, "eta_seconds": 79026.43448801409, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.475, "fast_rcnn/fg_cls_accuracy": 0.525, "iteration": 94679, "loss_box_reg": 0.009957465517800301, "loss_cls": 0.049010078073479235, "loss_rpn_cls": 0.0011678306926796722, "loss_rpn_loc": 0.002279560263559688, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410610747057945, "total_loss": 0.06304298487140159}
{"data_time": 0.003964553354308009, "eta_seconds": 79023.58871943713, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20050215208034433, "fast_rcnn/fg_cls_accuracy": 0.7902439024390244, "iteration": 94699, "loss_box_reg": 0.010576382395811379, "loss_cls": 0.04373790108365938, "loss_rpn_cls": 0.0010199437701885472, "loss_rpn_loc": 0.0030436245833698194, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5512115457095206, "total_loss": 0.06045827204627585}
{"data_time": 0.004105709493160248, "eta_seconds": 79012.71149371681, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3841991341991342, "fast_rcnn/fg_cls_accuracy": 0.6158008658008658, "iteration": 94719, "loss_box_reg": 0.01052896716282703, "loss_cls": 0.046168461558409035, "loss_rpn_cls": 0.0008618147942343057, "loss_rpn_loc": 0.003625639923484414, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5478805783204734, "total_loss": 0.061162755340689046}
{"data_time": 0.004566815914586186, "eta_seconds": 78999.89996523247, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3891843971631206, "fast_rcnn/fg_cls_accuracy": 0.6108156028368794, "iteration": 94739, "loss_box_reg": 0.009061261313036084, "loss_cls": 0.044085216359235346, "loss_rpn_cls": 0.001067030195258667, "loss_rpn_loc": 0.0024039611489570234, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5456250719726086, "total_loss": 0.057224177564989986}
{"data_time": 0.004221940180286765, "eta_seconds": 78984.03820883436, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.359375, "fast_rcnn/fg_cls_accuracy": 0.6220238095238095, "iteration": 94759, "loss_box_reg": 0.009791605349164456, "loss_cls": 0.04556881741154939, "loss_rpn_cls": 0.0006370238394310945, "loss_rpn_loc": 0.0023910163108666893, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434365773107857, "total_loss": 0.05817578132359813}
{"data_time": 0.0040610425639897585, "eta_seconds": 78973.16193585237, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 94779, "loss_box_reg": 0.009833452088059857, "loss_cls": 0.044659351697191596, "loss_rpn_cls": 0.0008523537516111901, "loss_rpn_loc": 0.003109268243861152, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449923980049789, "total_loss": 0.05870805576478233}
{"data_time": 0.0040542627684772015, "eta_seconds": 78962.28566287039, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.49365750528541225, "fast_rcnn/fg_cls_accuracy": 0.5063424947145877, "iteration": 94799, "loss_box_reg": 0.010387081681983545, "loss_cls": 0.047405538498423994, "loss_rpn_cls": 0.0009329611096973167, "loss_rpn_loc": 0.002897094269428635, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5441660827491432, "total_loss": 0.0603226152412617}
{"data_time": 0.0041051520965993404, "eta_seconds": 78958.32536511519, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.2902097902097902, "fast_rcnn/fg_cls_accuracy": 0.6336538461538461, "iteration": 94819, "loss_box_reg": 0.009689607715699822, "loss_cls": 0.0470333838602528, "loss_rpn_cls": 0.0010028254622511668, "loss_rpn_loc": 0.002468298991516349, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5473570993635803, "total_loss": 0.06295706828655057}
{"data_time": 0.004145995015278459, "eta_seconds": 78966.56668152404, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3326863354037267, "fast_rcnn/fg_cls_accuracy": 0.6582259953161592, "iteration": 94839, "loss_box_reg": 0.010289862169884145, "loss_cls": 0.04785396094666794, "loss_rpn_cls": 0.0014557748749552957, "loss_rpn_loc": 0.0025118251687672455, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436820609029382, "total_loss": 0.0636707882833889}
{"data_time": 0.004131233552470803, "eta_seconds": 78953.18402434397, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3350071736011478, "fast_rcnn/fg_cls_accuracy": 0.6649928263988523, "iteration": 94859, "loss_box_reg": 0.010477227537194267, "loss_cls": 0.04675456794211641, "loss_rpn_cls": 0.0010409392427845887, "loss_rpn_loc": 0.00209701723906619, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.548209274886176, "total_loss": 0.06103199288020278}
{"data_time": 0.0042973714880645275, "eta_seconds": 78917.67328421283, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.46785225718194257, "fast_rcnn/fg_cls_accuracy": 0.5321477428180574, "iteration": 94879, "loss_box_reg": 0.009458810411160812, "loss_cls": 0.04699506261385977, "loss_rpn_cls": 0.0012232609267357475, "loss_rpn_loc": 0.0028612701898964588, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397107133176178, "total_loss": 0.06190189517883482}
{"data_time": 0.004545095143839717, "eta_seconds": 78901.79727300326, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3244186046511628, "fast_rcnn/fg_cls_accuracy": 0.6755813953488372, "iteration": 94899, "loss_box_reg": 0.009927842620527372, "loss_cls": 0.04561720445053652, "loss_rpn_cls": 0.0007240835462880568, "loss_rpn_loc": 0.002828171491273679, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5385580284055322, "total_loss": 0.05890680409379456}
{"data_time": 0.004050101386383176, "eta_seconds": 78880.9363759174, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.25941306755260246, "fast_rcnn/fg_cls_accuracy": 0.7405869324473975, "iteration": 94919, "loss_box_reg": 0.010258031485136598, "loss_cls": 0.04556022514589131, "loss_rpn_cls": 0.0008813245992200791, "loss_rpn_loc": 0.002194433900513104, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5427744935732335, "total_loss": 0.059205180520848444}
{"data_time": 0.003910136641934514, "eta_seconds": 78883.58413585834, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38080388080388083, "fast_rcnn/fg_cls_accuracy": 0.6191961191961193, "iteration": 94939, "loss_box_reg": 0.009746270487084985, "loss_cls": 0.04563955089543015, "loss_rpn_cls": 0.0008833149114479966, "loss_rpn_loc": 0.0021924859793216456, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5452182746957988, "total_loss": 0.059696210664753835}
{"data_time": 0.00464296224527061, "eta_seconds": 78875.08315892494, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5520833333333334, "fast_rcnn/fg_cls_accuracy": 0.4479166666666667, "iteration": 94959, "loss_box_reg": 0.009291066438890994, "loss_cls": 0.048609773744829, "loss_rpn_cls": 0.000853903009442547, "loss_rpn_loc": 0.0027335657650837675, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5457551036961377, "total_loss": 0.06201739816145846}
{"data_time": 0.0041529154404997826, "eta_seconds": 78864.20691246237, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4865831842576029, "fast_rcnn/fg_cls_accuracy": 0.5134168157423971, "iteration": 94979, "loss_box_reg": 0.008958801190601662, "loss_cls": 0.046502853103447706, "loss_rpn_cls": 0.0010269763620271988, "loss_rpn_loc": 0.0025198417861247435, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5397778123151511, "total_loss": 0.05894290174467187}
{"data_time": 0.003978865221142769, "eta_seconds": 78837.44015718391, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32499999999999996, "fast_rcnn/fg_cls_accuracy": 0.675, "iteration": 94999, "loss_box_reg": 0.009685119555797428, "loss_cls": 0.0431277395109646, "loss_rpn_cls": 0.0008266586045806434, "loss_rpn_loc": 0.0028734434345096815, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369743555784225, "total_loss": 0.05769386621705053}
{"data_time": 0.003892675042152405, "eta_seconds": 78826.56610250054, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4267676767676768, "fast_rcnn/fg_cls_accuracy": 0.5732323232323233, "iteration": 95019, "loss_box_reg": 0.009906006162054837, "loss_cls": 0.044015501625835896, "loss_rpn_cls": 0.0009659151537562138, "loss_rpn_loc": 0.002617781970911892, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5449336464516819, "total_loss": 0.05907055516021842}
{"data_time": 0.0038193354848772287, "eta_seconds": 78821.99278600118, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.36818181818181817, "fast_rcnn/fg_cls_accuracy": 0.6068181818181818, "iteration": 95039, "loss_box_reg": 0.009722199727548286, "loss_cls": 0.04611125361407176, "loss_rpn_cls": 0.0010981310947499878, "loss_rpn_loc": 0.0025606559102016035, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5465816280338913, "total_loss": 0.05955598678485785}
{"data_time": 0.0038880929350852966, "eta_seconds": 78819.02458032104, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3508771929824561, "fast_rcnn/fg_cls_accuracy": 0.6491228070175439, "iteration": 95059, "loss_box_reg": 0.009360388619825244, "loss_cls": 0.0462956833653152, "loss_rpn_cls": 0.0011966714101134812, "loss_rpn_loc": 0.0021608296628983226, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5488271107897162, "total_loss": 0.05975615817055768}
{"data_time": 0.0040823849849402905, "eta_seconds": 78812.72705777781, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.43843843843843844, "fast_rcnn/fg_cls_accuracy": 0.5480480480480481, "iteration": 95079, "loss_box_reg": 0.010257134534185752, "loss_cls": 0.04845320008462295, "loss_rpn_cls": 0.000921006457247131, "loss_rpn_loc": 0.002909768398239976, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437564314343035, "total_loss": 0.06505458038532197}
{"data_time": 0.004017235012724996, "eta_seconds": 78798.94943368691, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.358974358974359, "fast_rcnn/fg_cls_accuracy": 0.6410256410256411, "iteration": 95099, "loss_box_reg": 0.009949207829777151, "loss_cls": 0.046707299014087766, "loss_rpn_cls": 0.0006632135274458051, "loss_rpn_loc": 0.002367061429140449, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450605640653521, "total_loss": 0.06037852802546695}
{"data_time": 0.003931353567168117, "eta_seconds": 78790.97376403632, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5508403361344538, "fast_rcnn/fg_cls_accuracy": 0.4491596638655462, "iteration": 95119, "loss_box_reg": 0.009390905761392787, "loss_cls": 0.049063111742725596, "loss_rpn_cls": 0.0008942503366142773, "loss_rpn_loc": 0.0029478141950676218, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5397751801647246, "total_loss": 0.06387562896821919}
{"data_time": 0.004052083007991314, "eta_seconds": 78775.52052027988, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41787439613526567, "fast_rcnn/fg_cls_accuracy": 0.5821256038647343, "iteration": 95139, "loss_box_reg": 0.00994322684709914, "loss_cls": 0.044846486183814704, "loss_rpn_cls": 0.0010122673245405167, "loss_rpn_loc": 0.0025989603036578046, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427951700985432, "total_loss": 0.05890553504355012}
{"data_time": 0.003985880175605416, "eta_seconds": 78759.33647217229, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4356060606060606, "fast_rcnn/fg_cls_accuracy": 0.5608974358974359, "iteration": 95159, "loss_box_reg": 0.009090275125345215, "loss_cls": 0.04391997744096443, "loss_rpn_cls": 0.0009607181063984171, "loss_rpn_loc": 0.003158953713864321, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5377880022861063, "total_loss": 0.05652985430526769}
{"data_time": 0.0037375008687376976, "eta_seconds": 78690.7335151746, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27947214076246335, "fast_rcnn/fg_cls_accuracy": 0.7205278592375366, "iteration": 95179, "loss_box_reg": 0.010317145293811336, "loss_cls": 0.04598178615560755, "loss_rpn_cls": 0.001032109830475747, "loss_rpn_loc": 0.0023785252542438684, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538179256953299, "total_loss": 0.060908285906663195}
{"data_time": 0.004103947430849075, "eta_seconds": 78670.57068582857, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28589500316255534, "fast_rcnn/fg_cls_accuracy": 0.7141049968374447, "iteration": 95199, "loss_box_reg": 0.009298994787968695, "loss_cls": 0.044924443936906755, "loss_rpn_cls": 0.0009302134743620627, "loss_rpn_loc": 0.003080315707848058, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.545342402998358, "total_loss": 0.06075424882635616}
{"data_time": 0.004078317200765014, "eta_seconds": 78642.63938399125, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32458770614692656, "fast_rcnn/fg_cls_accuracy": 0.6754122938530734, "iteration": 95219, "loss_box_reg": 0.009849682683125138, "loss_cls": 0.043834936688654125, "loss_rpn_cls": 0.001121811569532838, "loss_rpn_loc": 0.002413230158708757, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396279534325004, "total_loss": 0.058215052741672935}
{"data_time": 0.004035233054310083, "eta_seconds": 78623.75067079114, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2203525641025641, "fast_rcnn/fg_cls_accuracy": 0.7796474358974359, "iteration": 95239, "loss_box_reg": 0.009353471483336762, "loss_cls": 0.04450416471809149, "loss_rpn_cls": 0.0008742924063653845, "loss_rpn_loc": 0.002319729686860228, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5332691976800561, "total_loss": 0.059875458444366814}
{"data_time": 0.004291337449103594, "eta_seconds": 78612.88811103115, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34136212624584716, "fast_rcnn/fg_cls_accuracy": 0.6586378737541528, "iteration": 95259, "loss_box_reg": 0.010557734203757718, "loss_cls": 0.0506061848718673, "loss_rpn_cls": 0.0006828658021049705, "loss_rpn_loc": 0.00244475939507538, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384177917148918, "total_loss": 0.06639216197913811}
{"data_time": 0.0045056764502078295, "eta_seconds": 78603.05916022998, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.38095238095238093, "fast_rcnn/fg_cls_accuracy": 0.6190476190476191, "iteration": 95279, "loss_box_reg": 0.010348810465075076, "loss_cls": 0.04675510060042143, "loss_rpn_cls": 0.0008868666840271544, "loss_rpn_loc": 0.0029988402711751405, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401346520520747, "total_loss": 0.061532946037630154}
{"data_time": 0.0044365269131958485, "eta_seconds": 78592.1964576284, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37879542060726734, "fast_rcnn/fg_cls_accuracy": 0.6212045793927328, "iteration": 95299, "loss_box_reg": 0.0098131257109344, "loss_cls": 0.04580948757939041, "loss_rpn_cls": 0.0012410708010293092, "loss_rpn_loc": 0.0025034994177985936, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5424264064058661, "total_loss": 0.05998697479128623}
{"data_time": 0.004709630506113172, "eta_seconds": 78605.37453053752, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.30341055341055345, "fast_rcnn/fg_cls_accuracy": 0.6965894465894467, "iteration": 95319, "loss_box_reg": 0.009540557657601312, "loss_cls": 0.04834923893213272, "loss_rpn_cls": 0.0008418272759058709, "loss_rpn_loc": 0.0026371473286417313, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5489140029530972, "total_loss": 0.06299932540457576}
{"data_time": 0.0041453661397099495, "eta_seconds": 78594.50850465568, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.47308662741799834, "fast_rcnn/fg_cls_accuracy": 0.5269133725820017, "iteration": 95339, "loss_box_reg": 0.009559249447192997, "loss_cls": 0.045490065414924175, "loss_rpn_cls": 0.000986343011959434, "loss_rpn_loc": 0.0029278742040332872, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5521746028680354, "total_loss": 0.06165095047941804}
{"data_time": 0.004128331551328301, "eta_seconds": 78591.47514323541, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.35833333333333334, "fast_rcnn/fg_cls_accuracy": 0.6194444444444445, "iteration": 95359, "loss_box_reg": 0.009677089605247602, "loss_cls": 0.04603501863311976, "loss_rpn_cls": 0.0007786756583527676, "loss_rpn_loc": 0.00238831670867512, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5395998808089644, "total_loss": 0.06074492091801176}
{"data_time": 0.004443430574610829, "eta_seconds": 78596.2882689354, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3456486042692939, "fast_rcnn/fg_cls_accuracy": 0.6043956043956045, "iteration": 95379, "loss_box_reg": 0.010753475246019661, "loss_cls": 0.0470367738744244, "loss_rpn_cls": 0.001241262701114465, "loss_rpn_loc": 0.003145768107060576, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5458223461173475, "total_loss": 0.06349024959996541}
{"data_time": 0.0041537899523973465, "eta_seconds": 78569.74092537374, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4300699300699301, "fast_rcnn/fg_cls_accuracy": 0.56993006993007, "iteration": 95399, "loss_box_reg": 0.00921621813904494, "loss_cls": 0.04898631991818547, "loss_rpn_cls": 0.0006458260710360264, "loss_rpn_loc": 0.0022288870823103935, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5474616896826774, "total_loss": 0.0624091252504968}
{"data_time": 0.0041307013016194105, "eta_seconds": 78534.00269908924, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21980676328502413, "fast_rcnn/fg_cls_accuracy": 0.7801932367149759, "iteration": 95419, "loss_box_reg": 0.008897758350940421, "loss_cls": 0.04409636871423572, "loss_rpn_cls": 0.00113409005655285, "loss_rpn_loc": 0.0022332889075187268, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386338122189045, "total_loss": 0.05575303124700781}
{"data_time": 0.0040584346279501915, "eta_seconds": 78528.21351374709, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4941860465116279, "fast_rcnn/fg_cls_accuracy": 0.5058139534883721, "iteration": 95439, "loss_box_reg": 0.010499140626052395, "loss_cls": 0.048267625679727644, "loss_rpn_cls": 0.0012283878749030919, "loss_rpn_loc": 0.0024084749529720284, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454334921669215, "total_loss": 0.0628571310217012}
{"data_time": 0.0039402940310537815, "eta_seconds": 78538.59117819136, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.46291208791208793, "fast_rcnn/fg_cls_accuracy": 0.5352990033222591, "iteration": 95459, "loss_box_reg": 0.010132065217476338, "loss_cls": 0.048138848156668246, "loss_rpn_cls": 0.0014116911214614447, "loss_rpn_loc": 0.002338329555641394, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5500382098834962, "total_loss": 0.06289152343464366}
{"data_time": 0.003884746925905347, "eta_seconds": 78506.48477265821, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4392857142857143, "fast_rcnn/fg_cls_accuracy": 0.5607142857142857, "iteration": 95479, "loss_box_reg": 0.010144660976948217, "loss_cls": 0.04536858666688204, "loss_rpn_cls": 0.0010626572474166096, "loss_rpn_loc": 0.003486234934825916, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403095709625632, "total_loss": 0.06121312091886466}
{"data_time": 0.004376475932076573, "eta_seconds": 78541.93283741875, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30439814814814814, "fast_rcnn/fg_cls_accuracy": 0.6956018518518519, "iteration": 95499, "loss_box_reg": 0.009120764676481485, "loss_cls": 0.04420025320723653, "loss_rpn_cls": 0.0006879394087491164, "loss_rpn_loc": 0.0032913751892920118, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5459807305596769, "total_loss": 0.05846875680907715}
{"data_time": 0.004408905049785972, "eta_seconds": 78515.02279451699, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.48376937984496127, "fast_rcnn/fg_cls_accuracy": 0.5162306201550388, "iteration": 95519, "loss_box_reg": 0.010188407526584342, "loss_cls": 0.04695981496479362, "loss_rpn_cls": 0.0017196799675360808, "loss_rpn_loc": 0.0035776531804003753, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5431042106356472, "total_loss": 0.060984866685657835}
{"data_time": 0.004147185245528817, "eta_seconds": 78520.19127636729, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.300682261208577, "fast_rcnn/fg_cls_accuracy": 0.699317738791423, "iteration": 95539, "loss_box_reg": 0.009073787834495306, "loss_cls": 0.045200681139249355, "loss_rpn_cls": 0.0008489318045121763, "loss_rpn_loc": 0.0027936074238823494, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5335759031586349, "total_loss": 0.060334403036222284}
{"data_time": 0.0047971755266189575, "eta_seconds": 78566.17445333395, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3697447447447447, "fast_rcnn/fg_cls_accuracy": 0.5949017199017199, "iteration": 95559, "loss_box_reg": 0.00989157528965734, "loss_cls": 0.048515953472815454, "loss_rpn_cls": 0.0007971164834259525, "loss_rpn_loc": 0.0024114938569255173, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5482224854640663, "total_loss": 0.06365494104255731}
{"data_time": 0.004084622487425804, "eta_seconds": 78563.12435260392, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37421052631578944, "fast_rcnn/fg_cls_accuracy": 0.6257894736842105, "iteration": 95579, "loss_box_reg": 0.008780364092672244, "loss_cls": 0.046945937210693955, "loss_rpn_cls": 0.0006870701270145219, "loss_rpn_loc": 0.002158534667614731, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5478193371091038, "total_loss": 0.05954157200449117}
{"data_time": 0.0039387301076203585, "eta_seconds": 78509.17466382287, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3362573099415205, "fast_rcnn/fg_cls_accuracy": 0.6637426900584795, "iteration": 95599, "loss_box_reg": 0.010414212360046804, "loss_cls": 0.04530156229157001, "loss_rpn_cls": 0.0004423027331768026, "loss_rpn_loc": 0.002286936025484465, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5431487604510039, "total_loss": 0.05875254638544902}
{"data_time": 0.004194046603515744, "eta_seconds": 78493.94579696422, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34739454094292804, "fast_rcnn/fg_cls_accuracy": 0.652605459057072, "iteration": 95619, "loss_box_reg": 0.009375380614073947, "loss_cls": 0.04296420229366049, "loss_rpn_cls": 0.0007101676478669106, "loss_rpn_loc": 0.002735482470598072, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.535807257052511, "total_loss": 0.058205000339114576}
{"data_time": 0.004100397229194641, "eta_seconds": 78483.07262863917, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3421602787456446, "fast_rcnn/fg_cls_accuracy": 0.6578397212543554, "iteration": 95639, "loss_box_reg": 0.01005925828940235, "loss_cls": 0.045654565503355116, "loss_rpn_cls": 0.0011827471462311223, "loss_rpn_loc": 0.0022475424830190605, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.549201266374439, "total_loss": 0.061097171652562565}
{"data_time": 0.00408798735588789, "eta_seconds": 78438.94287265022, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3181818181818182, "fast_rcnn/fg_cls_accuracy": 0.6260162601626016, "iteration": 95659, "loss_box_reg": 0.010531640669796616, "loss_cls": 0.043250451097264886, "loss_rpn_cls": 0.0009679870120180567, "loss_rpn_loc": 0.0024011961577343754, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5392786655575037, "total_loss": 0.05695980988423344}
{"data_time": 0.004415829433128238, "eta_seconds": 78444.09581268718, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3940217391304348, "fast_rcnn/fg_cls_accuracy": 0.6059782608695652, "iteration": 95679, "loss_box_reg": 0.009954025532351807, "loss_cls": 0.04784034565091133, "loss_rpn_cls": 0.0007943779858123889, "loss_rpn_loc": 0.002688650321942987, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432634898461401, "total_loss": 0.06285039957606386}
{"data_time": 0.004423054400831461, "eta_seconds": 78417.20575211686, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4184281842818428, "fast_rcnn/fg_cls_accuracy": 0.5815718157181571, "iteration": 95699, "loss_box_reg": 0.008903515699785203, "loss_cls": 0.048108261660672724, "loss_rpn_cls": 0.0007392822597012128, "loss_rpn_loc": 0.0024170217438950203, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5480500876437873, "total_loss": 0.06194744502067806}
{"data_time": 0.004378798184916377, "eta_seconds": 78422.35425163573, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43649332719742295, "fast_rcnn/fg_cls_accuracy": 0.563506672802577, "iteration": 95719, "loss_box_reg": 0.010422707331599668, "loss_cls": 0.04807378281839192, "loss_rpn_cls": 0.0010201922585793, "loss_rpn_loc": 0.001868405186542077, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5465892686042935, "total_loss": 0.06341066808408868}
{"data_time": 0.004131753696128726, "eta_seconds": 78395.4686315835, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.45445344129554655, "fast_rcnn/fg_cls_accuracy": 0.5339366515837104, "iteration": 95739, "loss_box_reg": 0.009440526919206604, "loss_cls": 0.04781375534366816, "loss_rpn_cls": 0.0007773290033128433, "loss_rpn_loc": 0.002154912806872744, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5428403841797262, "total_loss": 0.05994519579041935}
{"data_time": 0.004662397550418973, "eta_seconds": 78400.61269058427, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4759725400457666, "fast_rcnn/fg_cls_accuracy": 0.5240274599542334, "iteration": 95759, "loss_box_reg": 0.010240323113976046, "loss_cls": 0.0459216577000916, "loss_rpn_cls": 0.0014624344645710607, "loss_rpn_loc": 0.002414029720966937, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5446817744523287, "total_loss": 0.06394916625238523}
{"data_time": 0.003733383258804679, "eta_seconds": 78364.2916962232, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.40133037694013307, "fast_rcnn/fg_cls_accuracy": 0.5835181079083518, "iteration": 95779, "loss_box_reg": 0.010293795145116746, "loss_cls": 0.04569384315982461, "loss_rpn_cls": 0.001593231391439076, "loss_rpn_loc": 0.0032347398846468423, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371964594814926, "total_loss": 0.061770297339649005}
{"data_time": 0.004926305962726474, "eta_seconds": 78324.66507405904, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31929347826086957, "fast_rcnn/fg_cls_accuracy": 0.6477673325499412, "iteration": 95799, "loss_box_reg": 0.009569240675773472, "loss_cls": 0.046741788857616484, "loss_rpn_cls": 0.000703246638067867, "loss_rpn_loc": 0.0021101481725054327, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.540808244375512, "total_loss": 0.061805989663355376}
{"data_time": 0.004334765952080488, "eta_seconds": 78298.13071147422, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45675675675675675, "fast_rcnn/fg_cls_accuracy": 0.5432432432432432, "iteration": 95819, "loss_box_reg": 0.009928709449013695, "loss_cls": 0.04431253799702972, "loss_rpn_cls": 0.0007046018258733966, "loss_rpn_loc": 0.0024837127057253383, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5377364507876337, "total_loss": 0.05926807245191412}
{"data_time": 0.0044501288793981075, "eta_seconds": 78281.33313175058, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5241066364152014, "fast_rcnn/fg_cls_accuracy": 0.4758933635847986, "iteration": 95839, "loss_box_reg": 0.009582750091794878, "loss_cls": 0.049758391571231186, "loss_rpn_cls": 0.0011376797064599486, "loss_rpn_loc": 0.0016689777730789501, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388892544433475, "total_loss": 0.06303182935607765}
{"data_time": 0.0037998321931809187, "eta_seconds": 78269.18756895047, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41519274376417237, "fast_rcnn/fg_cls_accuracy": 0.5686456400742115, "iteration": 95859, "loss_box_reg": 0.010376861493568867, "loss_cls": 0.04609934182371944, "loss_rpn_cls": 0.0011632270388872712, "loss_rpn_loc": 0.002397980249952525, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5446951158810407, "total_loss": 0.06075411781216644}
{"data_time": 0.0039017267990857363, "eta_seconds": 78274.58609911078, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.593103448275862, "fast_rcnn/fg_cls_accuracy": 0.40689655172413797, "iteration": 95879, "loss_box_reg": 0.009412573999725282, "loss_cls": 0.04533314111176878, "loss_rpn_cls": 0.000898521715186007, "loss_rpn_loc": 0.002172993579733884, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.547034844988957, "total_loss": 0.06005095874377275}
{"data_time": 0.004156416514888406, "eta_seconds": 78263.72375620459, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23958333333333331, "fast_rcnn/fg_cls_accuracy": 0.7386363636363636, "iteration": 95899, "loss_box_reg": 0.009886272135190666, "loss_cls": 0.048500655917450786, "loss_rpn_cls": 0.001148929908140417, "loss_rpn_loc": 0.0025347170594614, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5396864220965654, "total_loss": 0.06156609318657047}
{"data_time": 0.004056698875501752, "eta_seconds": 78272.51783436234, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3697478991596639, "fast_rcnn/fg_cls_accuracy": 0.6302521008403361, "iteration": 95919, "loss_box_reg": 0.009934720525052398, "loss_cls": 0.046623905654996634, "loss_rpn_cls": 0.0007595317597974827, "loss_rpn_loc": 0.00339443586562993, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5483134512323886, "total_loss": 0.06158204026473868}
{"data_time": 0.004311385564506054, "eta_seconds": 78241.99907039222, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.30171394799054374, "fast_rcnn/fg_cls_accuracy": 0.6982860520094563, "iteration": 95939, "loss_box_reg": 0.009193111822241917, "loss_cls": 0.04419001436326653, "loss_rpn_cls": 0.0010993551231877063, "loss_rpn_loc": 0.002058543408566038, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5452165543101728, "total_loss": 0.05875065581517447}
{"data_time": 0.004180851858109236, "eta_seconds": 78216.17154175183, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.40479876160990713, "fast_rcnn/fg_cls_accuracy": 0.5952012383900929, "iteration": 95959, "loss_box_reg": 0.01044630294200033, "loss_cls": 0.049399456358514726, "loss_rpn_cls": 0.0008718313546296486, "loss_rpn_loc": 0.0023732719382678624, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413205425720662, "total_loss": 0.06341042007852593}
{"data_time": 0.004125201841816306, "eta_seconds": 78216.91865296173, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 95979, "loss_box_reg": 0.009133350162301213, "loss_cls": 0.04649700806476176, "loss_rpn_cls": 0.001519854225648487, "loss_rpn_loc": 0.0027867177268490195, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444937627762556, "total_loss": 0.05914403896258591}
{"data_time": 0.0047699694987386465, "eta_seconds": 78300.54521851963, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4045086119554204, "fast_rcnn/fg_cls_accuracy": 0.5954913880445796, "iteration": 95999, "loss_box_reg": 0.009229062357917428, "loss_cls": 0.04427704506088048, "loss_rpn_cls": 0.0011529867462058974, "loss_rpn_loc": 0.0022866828221594915, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5513660204596817, "total_loss": 0.05795256975648044}
{"data_time": 0.004505039658397436, "eta_seconds": 78299.37752812658, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4273879142300195, "fast_rcnn/fg_cls_accuracy": 0.5726120857699806, "iteration": 96019, "loss_box_reg": 0.010521449235966429, "loss_cls": 0.045028185355477035, "loss_rpn_cls": 0.0009360756108094392, "loss_rpn_loc": 0.0027182753383385716, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.550212467322126, "total_loss": 0.060789799013491574}
{"data_time": 0.0038336606230586767, "eta_seconds": 78265.60926213814, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41555977229601515, "fast_rcnn/fg_cls_accuracy": 0.5844402277039848, "iteration": 96039, "loss_box_reg": 0.009552207397064194, "loss_cls": 0.045650821877643466, "loss_rpn_cls": 0.00142646921085543, "loss_rpn_loc": 0.0029086153517710045, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5419200491160154, "total_loss": 0.05959224770796823}
{"data_time": 0.004459273535758257, "eta_seconds": 78230.7605687778, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.389171511627907, "fast_rcnn/fg_cls_accuracy": 0.546875, "iteration": 96059, "loss_box_reg": 0.010404835076769814, "loss_cls": 0.05031381733715534, "loss_rpn_cls": 0.0009487561158607605, "loss_rpn_loc": 0.0025805725999816786, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5440825028344989, "total_loss": 0.06274333499658269}
{"data_time": 0.004280223045498133, "eta_seconds": 78219.89073175169, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.23273809523809524, "fast_rcnn/fg_cls_accuracy": 0.7672619047619047, "iteration": 96079, "loss_box_reg": 0.009305682760896161, "loss_cls": 0.04524169996147975, "loss_rpn_cls": 0.0009897325916199406, "loss_rpn_loc": 0.0026570371846901253, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5429488788358867, "total_loss": 0.06084369418317692}
{"data_time": 0.00419056206010282, "eta_seconds": 78187.943308505, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40731707317073174, "fast_rcnn/fg_cls_accuracy": 0.5926829268292683, "iteration": 96099, "loss_box_reg": 0.009462290618102998, "loss_cls": 0.043868961511179805, "loss_rpn_cls": 0.0007205735435036331, "loss_rpn_loc": 0.0023589415141032077, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395726154092699, "total_loss": 0.05769485682276354}
{"data_time": 0.004444650141522288, "eta_seconds": 78152.8300735862, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32958921694480103, "fast_rcnn/fg_cls_accuracy": 0.6704107830551991, "iteration": 96119, "loss_box_reg": 0.00961544387973845, "loss_cls": 0.047996556386351585, "loss_rpn_cls": 0.0012115778006318578, "loss_rpn_loc": 0.0024427552743873093, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378678890410811, "total_loss": 0.06324266212936891}
{"data_time": 0.004191039130091667, "eta_seconds": 78141.96653634729, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4644906743185079, "fast_rcnn/fg_cls_accuracy": 0.5355093256814921, "iteration": 96139, "loss_box_reg": 0.00940519681898877, "loss_cls": 0.04614597151521593, "loss_rpn_cls": 0.0012516717354742468, "loss_rpn_loc": 0.0021340757612051675, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5444311776664108, "total_loss": 0.05977559191455839}
{"data_time": 0.004562976770102978, "eta_seconds": 78166.8896732612, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4252659574468085, "fast_rcnn/fg_cls_accuracy": 0.5747340425531915, "iteration": 96159, "loss_box_reg": 0.009968737314920872, "loss_cls": 0.047136468871030957, "loss_rpn_cls": 0.0008327618903649636, "loss_rpn_loc": 0.002864875121304067, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5440978109836578, "total_loss": 0.06174037011294331}
{"data_time": 0.004319509724155068, "eta_seconds": 78173.87740158546, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5814144736842105, "fast_rcnn/fg_cls_accuracy": 0.4185855263157895, "iteration": 96179, "loss_box_reg": 0.00916964589850977, "loss_cls": 0.04625698993913829, "loss_rpn_cls": 0.0011090895653182997, "loss_rpn_loc": 0.0021391202535596676, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5440412750467658, "total_loss": 0.06131203723566614}
{"data_time": 0.003989785443991423, "eta_seconds": 78122.57786094351, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.43223443223443225, "fast_rcnn/fg_cls_accuracy": 0.5677655677655677, "iteration": 96199, "loss_box_reg": 0.0096049080893863, "loss_cls": 0.04688432690454647, "loss_rpn_cls": 0.0011694806057676033, "loss_rpn_loc": 0.0023484146731789224, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5377594728488475, "total_loss": 0.06151950082869462}
{"data_time": 0.004195740446448326, "eta_seconds": 78152.13540913607, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4941919191919192, "fast_rcnn/fg_cls_accuracy": 0.5058080808080808, "iteration": 96219, "loss_box_reg": 0.010030157689470798, "loss_cls": 0.04933123989030719, "loss_rpn_cls": 0.000982658169732531, "loss_rpn_loc": 0.0028665003719652304, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5545174104627222, "total_loss": 0.06385530229431424}
{"data_time": 0.004273565951734781, "eta_seconds": 78175.40129968151, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18333333333333335, "fast_rcnn/fg_cls_accuracy": 0.8166666666666667, "iteration": 96239, "loss_box_reg": 0.009976544562960044, "loss_cls": 0.04438060731627047, "loss_rpn_cls": 0.0013213372025120407, "loss_rpn_loc": 0.0026676300913095474, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422917427495122, "total_loss": 0.05848819396851468}
{"data_time": 0.0037656123749911785, "eta_seconds": 78182.41349662142, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23449612403100772, "fast_rcnn/fg_cls_accuracy": 0.7618806875631952, "iteration": 96259, "loss_box_reg": 0.009472659177845344, "loss_cls": 0.043952022097073495, "loss_rpn_cls": 0.0006863136841275264, "loss_rpn_loc": 0.0024752961508056615, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5450866902247071, "total_loss": 0.056867054917461246}
{"data_time": 0.0040749900508672, "eta_seconds": 78171.53526236722, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.21637426900584794, "fast_rcnn/fg_cls_accuracy": 0.7225877192982456, "iteration": 96279, "loss_box_reg": 0.009911634988384321, "loss_cls": 0.04584035952575505, "loss_rpn_cls": 0.0011405201106526874, "loss_rpn_loc": 0.0033415751222491963, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5396404277998954, "total_loss": 0.06226345187963034}
{"data_time": 0.003911744570359588, "eta_seconds": 78175.74297099141, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45818815331010454, "fast_rcnn/fg_cls_accuracy": 0.5418118466898955, "iteration": 96299, "loss_box_reg": 0.009784152789507061, "loss_cls": 0.047904077713610604, "loss_rpn_cls": 0.0007752170724302232, "loss_rpn_loc": 0.002566617071352084, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5450601694174111, "total_loss": 0.062272347925045324}
{"data_time": 0.004218143178150058, "eta_seconds": 78135.07859350974, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6122994652406417, "iteration": 96319, "loss_box_reg": 0.00953373554511927, "loss_cls": 0.04500428575556725, "loss_rpn_cls": 0.0008951509660164447, "loss_rpn_loc": 0.002344140968489228, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540799627546221, "total_loss": 0.05873975998764536}
{"data_time": 0.003791859606280923, "eta_seconds": 78078.58285041223, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.38095238095238093, "fast_rcnn/fg_cls_accuracy": 0.6190476190476191, "iteration": 96339, "loss_box_reg": 0.00994243609602563, "loss_cls": 0.04981790762394667, "loss_rpn_cls": 0.001033758801327167, "loss_rpn_loc": 0.002156899845431326, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5439187486190349, "total_loss": 0.06426939060133918}
{"data_time": 0.004316366510465741, "eta_seconds": 78084.86230751104, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4917293233082707, "fast_rcnn/fg_cls_accuracy": 0.45906432748538006, "iteration": 96359, "loss_box_reg": 0.009574312891345471, "loss_cls": 0.04656167724169791, "loss_rpn_cls": 0.0011556180993466114, "loss_rpn_loc": 0.0023934115415613633, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413046204484999, "total_loss": 0.05993992141668514}
{"data_time": 0.004110284382477403, "eta_seconds": 78056.84317636001, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4785373608903021, "fast_rcnn/fg_cls_accuracy": 0.5214626391096979, "iteration": 96379, "loss_box_reg": 0.009567378991050646, "loss_cls": 0.0456352133769542, "loss_rpn_cls": 0.0007151563099796476, "loss_rpn_loc": 0.0024981604183267336, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436616796068847, "total_loss": 0.06010889708556988}
{"data_time": 0.004090963397175074, "eta_seconds": 78024.9396949613, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3009615384615385, "fast_rcnn/fg_cls_accuracy": 0.6894230769230769, "iteration": 96399, "loss_box_reg": 0.009111083840252832, "loss_cls": 0.0427313395193778, "loss_rpn_cls": 0.0010351066974862988, "loss_rpn_loc": 0.002774106063952786, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5427249167114496, "total_loss": 0.05862292216681908}
{"data_time": 0.004246870754286647, "eta_seconds": 78024.52970911073, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.597165991902834, "fast_rcnn/fg_cls_accuracy": 0.40283400809716596, "iteration": 96419, "loss_box_reg": 0.009320920740719885, "loss_cls": 0.04539651935920119, "loss_rpn_cls": 0.001322467378258807, "loss_rpn_loc": 0.0026640876967576332, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432826620526612, "total_loss": 0.05886263454749496}
{"data_time": 0.004877414088696241, "eta_seconds": 77992.19338040007, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4318181818181818, "fast_rcnn/fg_cls_accuracy": 0.5681818181818181, "iteration": 96439, "loss_box_reg": 0.010638917447067797, "loss_cls": 0.04860647549503483, "loss_rpn_cls": 0.0010531162979532382, "loss_rpn_loc": 0.0026466615690878825, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5441130576655269, "total_loss": 0.06316217573692029}
{"data_time": 0.0038198819383978844, "eta_seconds": 77957.6939935796, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.26360544217687076, "fast_rcnn/fg_cls_accuracy": 0.7363945578231292, "iteration": 96459, "loss_box_reg": 0.009389498824020848, "loss_cls": 0.04501774720847607, "loss_rpn_cls": 0.0010420403441457893, "loss_rpn_loc": 0.002640441307448782, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540104070911184, "total_loss": 0.06084139209724526}
{"data_time": 0.004223449621349573, "eta_seconds": 77957.90864423825, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.1875, "fast_rcnn/fg_cls_accuracy": 0.802439024390244, "iteration": 96479, "loss_box_reg": 0.009233652875991538, "loss_cls": 0.04643524473067373, "loss_rpn_cls": 0.000609528723771291, "loss_rpn_loc": 0.00222498869698029, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.548071751371026, "total_loss": 0.05848573998082429}
{"data_time": 0.004241436719894409, "eta_seconds": 77935.96983281896, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.48206555349412494, "fast_rcnn/fg_cls_accuracy": 0.5179344465058751, "iteration": 96499, "loss_box_reg": 0.009780619177035987, "loss_cls": 0.04847605884424411, "loss_rpn_cls": 0.0012164328245489742, "loss_rpn_loc": 0.0020858447678619996, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5365863274782896, "total_loss": 0.06460700067759717}
{"data_time": 0.004963477607816458, "eta_seconds": 77929.07296942896, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.36897334089619965, "fast_rcnn/fg_cls_accuracy": 0.6310266591038003, "iteration": 96519, "loss_box_reg": 0.009704254334792495, "loss_cls": 0.04803654435090721, "loss_rpn_cls": 0.0009715473238429695, "loss_rpn_loc": 0.003205639932275517, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5450853831134737, "total_loss": 0.06196842078315967}
{"data_time": 0.0043187919072806835, "eta_seconds": 77918.21033633198, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5067567567567568, "fast_rcnn/fg_cls_accuracy": 0.49324324324324326, "iteration": 96539, "loss_box_reg": 0.009357878298033029, "loss_cls": 0.04723252120311372, "loss_rpn_cls": 0.0010023058465549184, "loss_rpn_loc": 0.0028386416342982557, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5418493947945535, "total_loss": 0.06059066200805319}
{"data_time": 0.004355787532404065, "eta_seconds": 77903.383591678, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2590460526315789, "fast_rcnn/fg_cls_accuracy": 0.6708333333333334, "iteration": 96559, "loss_box_reg": 0.009713177802041173, "loss_cls": 0.045601791818626225, "loss_rpn_cls": 0.0007450389480254671, "loss_rpn_loc": 0.0031968343510015984, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400372939184308, "total_loss": 0.061794352667902785}
{"data_time": 0.004779017064720392, "eta_seconds": 77875.50580743654, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3848684210526316, "fast_rcnn/fg_cls_accuracy": 0.6151315789473684, "iteration": 96579, "loss_box_reg": 0.009961812349501997, "loss_cls": 0.04294210526859388, "loss_rpn_cls": 0.0010480140214781386, "loss_rpn_loc": 0.002825084015057655, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400916491635144, "total_loss": 0.056242311211576634}
{"data_time": 0.004616707097738981, "eta_seconds": 77864.64609988919, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35026737967914434, "fast_rcnn/fg_cls_accuracy": 0.6497326203208555, "iteration": 96599, "loss_box_reg": 0.009618679323466495, "loss_cls": 0.04680838936474174, "loss_rpn_cls": 0.0012089289291452587, "loss_rpn_loc": 0.002670693884283537, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432872895617038, "total_loss": 0.06276751538575809}
{"data_time": 0.004029387142509222, "eta_seconds": 77865.33544426993, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.45227272727272727, "fast_rcnn/fg_cls_accuracy": 0.5477272727272727, "iteration": 96619, "loss_box_reg": 0.010624884424032643, "loss_cls": 0.047356520080938935, "loss_rpn_cls": 0.0008443325691587233, "loss_rpn_loc": 0.002242801565444097, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5470178385730833, "total_loss": 0.060074853836738384}
{"data_time": 0.004115530988201499, "eta_seconds": 77842.92668479448, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33531409168081494, "fast_rcnn/fg_cls_accuracy": 0.6269284712482468, "iteration": 96639, "loss_box_reg": 0.009741672518430278, "loss_cls": 0.04910129331983626, "loss_rpn_cls": 0.001463899699842841, "loss_rpn_loc": 0.002486740975655266, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373186292126775, "total_loss": 0.06297412814024028}
{"data_time": 0.004529275000095367, "eta_seconds": 77849.07318977639, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4765765765765766, "fast_rcnn/fg_cls_accuracy": 0.4974974974974975, "iteration": 96659, "loss_box_reg": 0.009245100111002102, "loss_cls": 0.04637654859106988, "loss_rpn_cls": 0.000951706312321221, "loss_rpn_loc": 0.003114377697784221, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5443333990406245, "total_loss": 0.06030179082279119}
{"data_time": 0.0043838052079081535, "eta_seconds": 77838.21110939607, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.44163292847503377, "fast_rcnn/fg_cls_accuracy": 0.5583670715249662, "iteration": 96679, "loss_box_reg": 0.009825781133258715, "loss_cls": 0.04620708181755617, "loss_rpn_cls": 0.0007827928193364642, "loss_rpn_loc": 0.002553932270529913, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5436555109918118, "total_loss": 0.06012871644315965}
{"data_time": 0.004175880225375295, "eta_seconds": 77831.30927155609, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34615384615384615, "fast_rcnn/fg_cls_accuracy": 0.6363022941970311, "iteration": 96699, "loss_box_reg": 0.010505850543268025, "loss_cls": 0.04876626597251743, "loss_rpn_cls": 0.0011725154665782611, "loss_rpn_loc": 0.002063500507574645, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5503965714015067, "total_loss": 0.06256973928816478}
{"data_time": 0.004539757501333952, "eta_seconds": 77816.48694863543, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.7206937799043063, "iteration": 96719, "loss_box_reg": 0.00986636825837195, "loss_cls": 0.04655900312354788, "loss_rpn_cls": 0.0011067928553529782, "loss_rpn_loc": 0.0021360447972256225, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5505999978631735, "total_loss": 0.06137763540527885}
{"data_time": 0.0038956559728831053, "eta_seconds": 77816.68153289217, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23313782991202345, "fast_rcnn/fg_cls_accuracy": 0.624633431085044, "iteration": 96739, "loss_box_reg": 0.009469998971326277, "loss_cls": 0.04451957519631833, "loss_rpn_cls": 0.0012880571628102189, "loss_rpn_loc": 0.0024254890413430985, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5469123066868633, "total_loss": 0.059229071426443625}
{"data_time": 0.0040964416693896055, "eta_seconds": 77798.72137226514, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.532563025210084, "fast_rcnn/fg_cls_accuracy": 0.46743697478991597, "iteration": 96759, "loss_box_reg": 0.010305132658686489, "loss_cls": 0.04738375952001661, "loss_rpn_cls": 0.0016063669311279227, "loss_rpn_loc": 0.0030206005976651795, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5423347761388868, "total_loss": 0.06289624981775432}
{"data_time": 0.004620142048224807, "eta_seconds": 77807.48203296354, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.44427244582043346, "fast_rcnn/fg_cls_accuracy": 0.5263157894736843, "iteration": 96779, "loss_box_reg": 0.009078675648197532, "loss_cls": 0.046367131639271975, "loss_rpn_cls": 0.00054743941700508, "loss_rpn_loc": 0.002128321239069919, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5439825353678316, "total_loss": 0.05847635708573762}
{"data_time": 0.004692717920988798, "eta_seconds": 77819.35791839729, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4018817204301075, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 96799, "loss_box_reg": 0.009715715801576152, "loss_cls": 0.047436197055503726, "loss_rpn_cls": 0.001105071450979267, "loss_rpn_loc": 0.003231501950722304, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5438777331728488, "total_loss": 0.06125502314290543}
{"data_time": 0.004188731545582414, "eta_seconds": 77837.97034458001, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4327094474153298, "fast_rcnn/fg_cls_accuracy": 0.5672905525846703, "iteration": 96819, "loss_box_reg": 0.009986596036469564, "loss_cls": 0.04618239018600434, "loss_rpn_cls": 0.0008822556601444376, "loss_rpn_loc": 0.0026068162733281497, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5467535257339478, "total_loss": 0.06008223280252878}
{"data_time": 0.004219758789986372, "eta_seconds": 77803.22254030313, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.27766798418972327, "fast_rcnn/fg_cls_accuracy": 0.7223320158102766, "iteration": 96839, "loss_box_reg": 0.009915587084833533, "loss_cls": 0.04354711092310026, "loss_rpn_cls": 0.0006470168273153831, "loss_rpn_loc": 0.0022729891679773573, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418585815932602, "total_loss": 0.05715657905398075}
{"data_time": 0.004534407984465361, "eta_seconds": 77794.9629934642, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.27046783625730997, "fast_rcnn/fg_cls_accuracy": 0.6505847953216375, "iteration": 96859, "loss_box_reg": 0.010153897164855152, "loss_cls": 0.047526466427370906, "loss_rpn_cls": 0.0013904898866030635, "loss_rpn_loc": 0.0024179019092116505, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.547026433981955, "total_loss": 0.06304134210063239}
{"data_time": 0.0038640161510556936, "eta_seconds": 77775.88372035767, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.458041958041958, "fast_rcnn/fg_cls_accuracy": 0.5419580419580419, "iteration": 96879, "loss_box_reg": 0.009618198993848637, "loss_cls": 0.04702837183140218, "loss_rpn_cls": 0.0010575102887742105, "loss_rpn_loc": 0.002782156114335521, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404475491959602, "total_loss": 0.06163402918389238}
{"data_time": 0.004064146429300308, "eta_seconds": 77773.22360000084, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 96899, "loss_box_reg": 0.009055892151081935, "loss_cls": 0.04469945066375658, "loss_rpn_cls": 0.0010028575577507581, "loss_rpn_loc": 0.0028090395680919755, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448359425645322, "total_loss": 0.058196452209131166}
{"data_time": 0.004373134113848209, "eta_seconds": 77757.8953054552, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.542483660130719, "fast_rcnn/fg_cls_accuracy": 0.45751633986928103, "iteration": 96919, "loss_box_reg": 0.01094629435101524, "loss_cls": 0.04736192210111767, "loss_rpn_cls": 0.000998577682821633, "loss_rpn_loc": 0.002112978992954595, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5405774677637964, "total_loss": 0.0599222171282463}
{"data_time": 0.004291522083804011, "eta_seconds": 77748.87587987166, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4558270676691729, "fast_rcnn/fg_cls_accuracy": 0.5441729323308271, "iteration": 96939, "loss_box_reg": 0.009367678459966555, "loss_cls": 0.04603943205438554, "loss_rpn_cls": 0.0014289122766513174, "loss_rpn_loc": 0.002557505216827849, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5443495260551572, "total_loss": 0.061667345409546215}
{"data_time": 0.004599376581609249, "eta_seconds": 77736.15715844603, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.23380566801619435, "fast_rcnn/fg_cls_accuracy": 0.7300637958532696, "iteration": 96959, "loss_box_reg": 0.00949785381089896, "loss_cls": 0.045262728235684335, "loss_rpn_cls": 0.00107826767481356, "loss_rpn_loc": 0.003008532401509001, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364719370845705, "total_loss": 0.05930619982461849}
{"data_time": 0.00431287894025445, "eta_seconds": 77684.19718941883, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.39971550497866287, "fast_rcnn/fg_cls_accuracy": 0.6002844950213371, "iteration": 96979, "loss_box_reg": 0.009608357213437557, "loss_cls": 0.04690988059155643, "loss_rpn_cls": 0.0009369613519538689, "loss_rpn_loc": 0.00242510450334521, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5375254398677498, "total_loss": 0.05978025141644139}
{"data_time": 0.004122165031731129, "eta_seconds": 77647.782934685, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24190177638453503, "fast_rcnn/fg_cls_accuracy": 0.758098223615465, "iteration": 96999, "loss_box_reg": 0.010389677016064525, "loss_cls": 0.04721170722041279, "loss_rpn_cls": 0.001365407704071231, "loss_rpn_loc": 0.0023005272105365293, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389988406095654, "total_loss": 0.060110791549846}
{"data_time": 0.003963480936363339, "eta_seconds": 77614.01149125793, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.44166666666666665, "fast_rcnn/fg_cls_accuracy": 0.5583333333333333, "iteration": 97019, "loss_box_reg": 0.009626290702726692, "loss_cls": 0.04586865770397708, "loss_rpn_cls": 0.0011582792381545914, "loss_rpn_loc": 0.003011232467542868, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5329106873832643, "total_loss": 0.060595998782901006}
{"data_time": 0.0040182138327509165, "eta_seconds": 77591.58330124221, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.37528344671201813, "fast_rcnn/fg_cls_accuracy": 0.620748299319728, "iteration": 97039, "loss_box_reg": 0.009488863899605349, "loss_cls": 0.04831251536961645, "loss_rpn_cls": 0.0011433895488153212, "loss_rpn_loc": 0.0027836166373162996, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.540487919235602, "total_loss": 0.06252015404095346}
{"data_time": 0.004183931974694133, "eta_seconds": 77592.29839329631, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3861283643892339, "fast_rcnn/fg_cls_accuracy": 0.6138716356107661, "iteration": 97059, "loss_box_reg": 0.010697212564991787, "loss_cls": 0.04902434104587883, "loss_rpn_cls": 0.0009177841336622805, "loss_rpn_loc": 0.0021269569188007154, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5450465129688382, "total_loss": 0.06451213577292947}
{"data_time": 0.004089622525498271, "eta_seconds": 77594.82021696377, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.275, "fast_rcnn/fg_cls_accuracy": 0.725, "iteration": 97079, "loss_box_reg": 0.009380051225889474, "loss_cls": 0.047630647371988744, "loss_rpn_cls": 0.000634957404031411, "loss_rpn_loc": 0.0023150279903347837, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5538924143183976, "total_loss": 0.061869851230994755}
{"data_time": 0.004650667076930404, "eta_seconds": 77582.0107747661, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4271276595744681, "fast_rcnn/fg_cls_accuracy": 0.5728723404255319, "iteration": 97099, "loss_box_reg": 0.008844969648635015, "loss_cls": 0.043233893520664424, "loss_rpn_cls": 0.0010779999425949427, "loss_rpn_loc": 0.00267757704568794, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5371729100588709, "total_loss": 0.05733874305701647}
{"data_time": 0.004123464925214648, "eta_seconds": 77590.14047521865, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3062015503875969, "fast_rcnn/fg_cls_accuracy": 0.6594202898550725, "iteration": 97119, "loss_box_reg": 0.009272811585105956, "loss_cls": 0.0452462756074965, "loss_rpn_cls": 0.0007730880469125623, "loss_rpn_loc": 0.002264693335746415, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5449856880586594, "total_loss": 0.0581790538453788}
{"data_time": 0.004013011464849114, "eta_seconds": 77584.901317409, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6056034482758621, "iteration": 97139, "loss_box_reg": 0.009781111351912841, "loss_cls": 0.04739564470946789, "loss_rpn_cls": 0.0011671849850927174, "loss_rpn_loc": 0.0026395958630018868, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5446815539617091, "total_loss": 0.06176642880291183}
{"data_time": 0.0038938785437494516, "eta_seconds": 77557.14099002187, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.20294117647058824, "fast_rcnn/fg_cls_accuracy": 0.7970588235294118, "iteration": 97159, "loss_box_reg": 0.009718921064632013, "loss_cls": 0.045517096878029406, "loss_rpn_cls": 0.0009195641025598889, "loss_rpn_loc": 0.0026753906786325388, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410299950744957, "total_loss": 0.059226251737413804}
{"data_time": 0.004330604104325175, "eta_seconds": 77553.6151702744, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43141097424412095, "fast_rcnn/fg_cls_accuracy": 0.568589025755879, "iteration": 97179, "loss_box_reg": 0.009824737819144502, "loss_cls": 0.04564083303557709, "loss_rpn_cls": 0.0012869459790181281, "loss_rpn_loc": 0.002612712254631333, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5446245477069169, "total_loss": 0.05938616987293699}
{"data_time": 0.004079755861312151, "eta_seconds": 77562.14374939166, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25595238095238093, "fast_rcnn/fg_cls_accuracy": 0.7440476190476191, "iteration": 97199, "loss_box_reg": 0.009960994822904468, "loss_cls": 0.04571399197448045, "loss_rpn_cls": 0.0011125195542831534, "loss_rpn_loc": 0.002787812481983565, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5390141014941037, "total_loss": 0.060724607302063305}
{"data_time": 0.0038411470595747232, "eta_seconds": 77524.56330952817, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.37917329093799684, "fast_rcnn/fg_cls_accuracy": 0.6208267090620032, "iteration": 97219, "loss_box_reg": 0.009879254997940734, "loss_cls": 0.04871596588054672, "loss_rpn_cls": 0.0011882241996659104, "loss_rpn_loc": 0.0026998168068530504, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399866777006537, "total_loss": 0.0629256045443185}
{"data_time": 0.004126901505514979, "eta_seconds": 77513.70408269693, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5231481481481481, "fast_rcnn/fg_cls_accuracy": 0.47685185185185186, "iteration": 97239, "loss_box_reg": 0.009464130824198946, "loss_cls": 0.04785287514096126, "loss_rpn_cls": 0.0007416214260729248, "loss_rpn_loc": 0.0020968055578123312, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5424112090840936, "total_loss": 0.06022559133964478}
{"data_time": 0.0039492405485361814, "eta_seconds": 77497.42481087334, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3715277777777778, "fast_rcnn/fg_cls_accuracy": 0.602852852852853, "iteration": 97259, "loss_box_reg": 0.009678256756160408, "loss_cls": 0.04883930284995586, "loss_rpn_cls": 0.0008053383204469355, "loss_rpn_loc": 0.00209430815448286, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.544530343497172, "total_loss": 0.06398627307748939}
{"data_time": 0.0040891426615417, "eta_seconds": 77472.8763545074, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 97279, "loss_box_reg": 0.008990823873318732, "loss_cls": 0.043363205273635685, "loss_rpn_cls": 0.0008289090515063435, "loss_rpn_loc": 0.0020325045861682156, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5327330513391644, "total_loss": 0.05683563450975271}
{"data_time": 0.003683640854433179, "eta_seconds": 77450.20088314055, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.38885088919288646, "fast_rcnn/fg_cls_accuracy": 0.5523255813953488, "iteration": 97299, "loss_box_reg": 0.009047008556080982, "loss_cls": 0.044718439399730414, "loss_rpn_cls": 0.0008863344832548137, "loss_rpn_loc": 0.00273194732653792, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398382716812193, "total_loss": 0.05988241826156582}
{"data_time": 0.004586523165926337, "eta_seconds": 77451.16325654578, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.35378787878787876, "fast_rcnn/fg_cls_accuracy": 0.6462121212121212, "iteration": 97319, "loss_box_reg": 0.009417284018127248, "loss_cls": 0.0466618292266503, "loss_rpn_cls": 0.001552519567184163, "loss_rpn_loc": 0.002388233129750006, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5473399690818042, "total_loss": 0.060289746756097884}
{"data_time": 0.004350851755589247, "eta_seconds": 77430.00736854691, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.46865203761755486, "fast_rcnn/fg_cls_accuracy": 0.5313479623824451, "iteration": 97339, "loss_box_reg": 0.010518425289774314, "loss_cls": 0.049498571548610926, "loss_rpn_cls": 0.0010228554234572584, "loss_rpn_loc": 0.002544920062064193, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.544128148118034, "total_loss": 0.06216030806541539}
{"data_time": 0.004968368448317051, "eta_seconds": 77440.85485002492, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6142857142857143, "iteration": 97359, "loss_box_reg": 0.010430678492411971, "loss_cls": 0.04705122561426833, "loss_rpn_cls": 0.001137796270313629, "loss_rpn_loc": 0.003564160109817749, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5530715798959136, "total_loss": 0.06421044506043927}
{"data_time": 0.004272878635674715, "eta_seconds": 77450.62483658246, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 97379, "loss_box_reg": 0.009604770835721865, "loss_cls": 0.047483194270171225, "loss_rpn_cls": 0.0010481405818154599, "loss_rpn_loc": 0.0023196746078610886, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5482650729827583, "total_loss": 0.06003970245694745}
{"data_time": 0.004583025583997369, "eta_seconds": 77421.02252833615, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34820512820512817, "fast_rcnn/fg_cls_accuracy": 0.6517948717948718, "iteration": 97399, "loss_box_reg": 0.0090364670031704, "loss_cls": 0.04706280131358653, "loss_rpn_cls": 0.0008241911364166299, "loss_rpn_loc": 0.002008601662964793, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5372172468341887, "total_loss": 0.05920903078748552}
{"data_time": 0.003877840703353286, "eta_seconds": 77407.37983150687, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4517497348886532, "fast_rcnn/fg_cls_accuracy": 0.5482502651113468, "iteration": 97419, "loss_box_reg": 0.009857616940280423, "loss_cls": 0.0470186147140339, "loss_rpn_cls": 0.000821438633465732, "loss_rpn_loc": 0.0023408876404573675, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398138605523854, "total_loss": 0.05982094028007623}
{"data_time": 0.003956065978854895, "eta_seconds": 77386.02396266093, "fast_rcnn/cls_accuracy": 0.96533203125, "fast_rcnn/false_negative": 0.571969696969697, "fast_rcnn/fg_cls_accuracy": 0.42803030303030304, "iteration": 97439, "loss_box_reg": 0.00965140268090181, "loss_cls": 0.04824091697810218, "loss_rpn_cls": 0.000813029225128048, "loss_rpn_loc": 0.002297545095643727, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5393860426265746, "total_loss": 0.06239814834555091}
{"data_time": 0.004070743452757597, "eta_seconds": 77385.66378804203, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.30259146341463417, "fast_rcnn/fg_cls_accuracy": 0.6974085365853658, "iteration": 97459, "loss_box_reg": 0.0099033466540277, "loss_cls": 0.047991763800382614, "loss_rpn_cls": 0.0008580309374792705, "loss_rpn_loc": 0.0034399132564431056, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409127050079405, "total_loss": 0.062321215142560504}
{"data_time": 0.003844440681859851, "eta_seconds": 77375.70596168283, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3201121794871795, "fast_rcnn/fg_cls_accuracy": 0.6798878205128205, "iteration": 97479, "loss_box_reg": 0.008866813179338351, "loss_cls": 0.04277492134133354, "loss_rpn_cls": 0.0009312291028891195, "loss_rpn_loc": 0.0023253632825799286, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5459523368626833, "total_loss": 0.05558425850007609}
{"data_time": 0.0041747186332941055, "eta_seconds": 77366.73046690016, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.25806451612903225, "fast_rcnn/fg_cls_accuracy": 0.5897849462365592, "iteration": 97499, "loss_box_reg": 0.010108910937560722, "loss_cls": 0.048375376616604626, "loss_rpn_cls": 0.001056147138825736, "loss_rpn_loc": 0.0027631605007627513, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5456273169256747, "total_loss": 0.06422942248275376}
{"data_time": 0.00428414368070662, "eta_seconds": 77375.65785670397, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2827417380660955, "fast_rcnn/fg_cls_accuracy": 0.7128654970760233, "iteration": 97519, "loss_box_reg": 0.010067408584291115, "loss_cls": 0.047352423309348524, "loss_rpn_cls": 0.0008866084556586884, "loss_rpn_loc": 0.0025720050471136346, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5462871056515723, "total_loss": 0.06167771138257194}
{"data_time": 0.0038453349843621254, "eta_seconds": 77380.40304849297, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5353174603174603, "fast_rcnn/fg_cls_accuracy": 0.4646825396825397, "iteration": 97539, "loss_box_reg": 0.010033123311586678, "loss_cls": 0.04773853893857449, "loss_rpn_cls": 0.000793540943732296, "loss_rpn_loc": 0.0028527726244647056, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5470162271521986, "total_loss": 0.06185763631492591}
{"data_time": 0.0041826406959444284, "eta_seconds": 77372.09006110136, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4424342105263158, "fast_rcnn/fg_cls_accuracy": 0.5575657894736843, "iteration": 97559, "loss_box_reg": 0.009563972998876125, "loss_cls": 0.04973870352841914, "loss_rpn_cls": 0.0006685435284907726, "loss_rpn_loc": 0.00212061532511143, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5477499645203352, "total_loss": 0.06191242072145542}
{"data_time": 0.00438733259215951, "eta_seconds": 77395.48448751098, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.419327731092437, "fast_rcnn/fg_cls_accuracy": 0.580672268907563, "iteration": 97579, "loss_box_reg": 0.010367889306508005, "loss_cls": 0.046673525823280215, "loss_rpn_cls": 0.0015311861734517151, "loss_rpn_loc": 0.002729997013375396, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5451595040503889, "total_loss": 0.0619652205374166}
{"data_time": 0.004378902725875378, "eta_seconds": 77387.49226117227, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3741039426523297, "fast_rcnn/fg_cls_accuracy": 0.6258960573476702, "iteration": 97599, "loss_box_reg": 0.008956559497164562, "loss_cls": 0.04349045373965055, "loss_rpn_cls": 0.0007847649002599155, "loss_rpn_loc": 0.002561599132604897, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5441988166421652, "total_loss": 0.057805530632776936}
{"data_time": 0.003905378980562091, "eta_seconds": 77333.09970688657, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35027472527472525, "fast_rcnn/fg_cls_accuracy": 0.6497252747252746, "iteration": 97619, "loss_box_reg": 0.008796897018328309, "loss_cls": 0.04815610952209681, "loss_rpn_cls": 0.0007156877886131952, "loss_rpn_loc": 0.002614540368085727, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5383060753811151, "total_loss": 0.0616757245820736}
{"data_time": 0.0037839834112674, "eta_seconds": 77322.23686708254, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.21072931276297335, "fast_rcnn/fg_cls_accuracy": 0.7892706872370266, "iteration": 97639, "loss_box_reg": 0.00953008493524976, "loss_cls": 0.04328135366085917, "loss_rpn_cls": 0.0006216277884050214, "loss_rpn_loc": 0.002720416603551712, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5420742309652269, "total_loss": 0.056343196619195623}
{"data_time": 0.004124278435483575, "eta_seconds": 77290.44592969702, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.41566566566566565, "fast_rcnn/fg_cls_accuracy": 0.5843343343343343, "iteration": 97659, "loss_box_reg": 0.009114832733757794, "loss_cls": 0.04756739304866642, "loss_rpn_cls": 0.0017640030317807032, "loss_rpn_loc": 0.001935985133968643, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.539322832133621, "total_loss": 0.06068432573925975}
{"data_time": 0.003847947809845209, "eta_seconds": 77274.80109240976, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.48402839396628217, "fast_rcnn/fg_cls_accuracy": 0.4970375246872943, "iteration": 97679, "loss_box_reg": 0.010135175369214267, "loss_cls": 0.04906727885827422, "loss_rpn_cls": 0.001435007326563209, "loss_rpn_loc": 0.0036162401556794066, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5388549719937146, "total_loss": 0.06315947629980201}
{"data_time": 0.004384069703519344, "eta_seconds": 77263.94186557853, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36770943796394484, "fast_rcnn/fg_cls_accuracy": 0.6322905620360552, "iteration": 97699, "loss_box_reg": 0.008642461150884628, "loss_cls": 0.04704272362869233, "loss_rpn_cls": 0.0008408109438278188, "loss_rpn_loc": 0.0023893044926808216, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5493124804925174, "total_loss": 0.06349537336876665}
{"data_time": 0.004281708039343357, "eta_seconds": 77246.17143976036, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32079152731326643, "fast_rcnn/fg_cls_accuracy": 0.6386946386946387, "iteration": 97719, "loss_box_reg": 0.009357880422612652, "loss_cls": 0.04416485707042739, "loss_rpn_cls": 0.0009235108520897484, "loss_rpn_loc": 0.0020227937457093503, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5368995254393667, "total_loss": 0.056813400672353964}
{"data_time": 0.004315098049119115, "eta_seconds": 77223.79022065387, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29697554697554696, "fast_rcnn/fg_cls_accuracy": 0.703024453024453, "iteration": 97739, "loss_box_reg": 0.0107653426239267, "loss_cls": 0.04996954172383994, "loss_rpn_cls": 0.0011542384547453821, "loss_rpn_loc": 0.00259553773139487, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5454021443147212, "total_loss": 0.06368041243922562}
{"data_time": 0.004405013285577297, "eta_seconds": 77212.93358528358, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.48456943753111004, "fast_rcnn/fg_cls_accuracy": 0.51543056246889, "iteration": 97759, "loss_box_reg": 0.009822375985095277, "loss_cls": 0.04487508296733722, "loss_rpn_cls": 0.0007749742690066341, "loss_rpn_loc": 0.0026817755278898403, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425383597612381, "total_loss": 0.059073186041018744}
{"data_time": 0.0041814695578068495, "eta_seconds": 77191.33671570243, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3730769230769231, "fast_rcnn/fg_cls_accuracy": 0.6103448275862069, "iteration": 97779, "loss_box_reg": 0.009746515832375735, "loss_cls": 0.04772704828064889, "loss_rpn_cls": 0.000651023858068811, "loss_rpn_loc": 0.003473416352790082, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5421783805359155, "total_loss": 0.06209401326486841}
{"data_time": 0.004110155859962106, "eta_seconds": 77167.82653236738, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4383064516129032, "fast_rcnn/fg_cls_accuracy": 0.5616935483870967, "iteration": 97799, "loss_box_reg": 0.00892734428634867, "loss_cls": 0.04492235940415412, "loss_rpn_cls": 0.000515811046170711, "loss_rpn_loc": 0.0026505353198444936, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394549174234271, "total_loss": 0.0559994832486268}
{"data_time": 0.0037566174287348986, "eta_seconds": 77149.01741280523, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.27, "fast_rcnn/fg_cls_accuracy": 0.6684385382059801, "iteration": 97819, "loss_box_reg": 0.009591028036084026, "loss_cls": 0.04631141049321741, "loss_rpn_cls": 0.0008883945878324084, "loss_rpn_loc": 0.002408267086138949, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5448779815342277, "total_loss": 0.062108616897717184}
{"data_time": 0.003992754966020584, "eta_seconds": 77092.35798204923, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3551282051282051, "fast_rcnn/fg_cls_accuracy": 0.5516285516285516, "iteration": 97839, "loss_box_reg": 0.01020345842698589, "loss_cls": 0.04683955933433026, "loss_rpn_cls": 0.0012669288693700764, "loss_rpn_loc": 0.0023755057591188233, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5397193760145456, "total_loss": 0.06445248396886427}
{"data_time": 0.004049825016409159, "eta_seconds": 77048.38210778753, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37775735294117646, "fast_rcnn/fg_cls_accuracy": 0.6075367647058824, "iteration": 97859, "loss_box_reg": 0.010847070952877402, "loss_cls": 0.04713316250126809, "loss_rpn_cls": 0.0010497831159455018, "loss_rpn_loc": 0.0027186991974303965, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5312750481534749, "total_loss": 0.06150577598293694}
{"data_time": 0.004410135559737682, "eta_seconds": 77037.54098775773, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2693452380952381, "fast_rcnn/fg_cls_accuracy": 0.7306547619047619, "iteration": 97879, "loss_box_reg": 0.010143081977730617, "loss_cls": 0.045738138956949115, "loss_rpn_cls": 0.0013590155522251735, "loss_rpn_loc": 0.0021999209784553386, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5402814240660518, "total_loss": 0.062008942115653554}
{"data_time": 0.004229318350553513, "eta_seconds": 77005.68818075722, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3021739130434783, "fast_rcnn/fg_cls_accuracy": 0.6956521739130435, "iteration": 97899, "loss_box_reg": 0.009804053086554632, "loss_cls": 0.04692699620500207, "loss_rpn_cls": 0.0008649826099826896, "loss_rpn_loc": 0.00256274885032326, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416066355537623, "total_loss": 0.06071327241511426}
{"data_time": 0.0039721098728477955, "eta_seconds": 76994.85001801653, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.37073170731707317, "fast_rcnn/fg_cls_accuracy": 0.6292682926829268, "iteration": 97919, "loss_box_reg": 0.009927888546371832, "loss_cls": 0.04854177532251924, "loss_rpn_cls": 0.000705159170593106, "loss_rpn_loc": 0.0024157404477591626, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384314495604485, "total_loss": 0.06039612461449906}
{"data_time": 0.0038495000917464495, "eta_seconds": 76966.29874786851, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.47640218878248974, "fast_rcnn/fg_cls_accuracy": 0.5235978112175103, "iteration": 97939, "loss_box_reg": 0.008958839578554034, "loss_cls": 0.04490699537564069, "loss_rpn_cls": 0.000992651051547, "loss_rpn_loc": 0.0025025082286447287, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5373897049576044, "total_loss": 0.0580886002610157}
{"data_time": 0.004111407557502389, "eta_seconds": 76959.42170403432, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.41233766233766234, "fast_rcnn/fg_cls_accuracy": 0.5876623376623377, "iteration": 97959, "loss_box_reg": 0.009799128980375826, "loss_cls": 0.04725026455707848, "loss_rpn_cls": 0.0013124079829367474, "loss_rpn_loc": 0.0021409898618003353, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5412337544839829, "total_loss": 0.060104171256284644}
{"data_time": 0.0038580400869250298, "eta_seconds": 76983.33538760873, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.21151586368977673, "fast_rcnn/fg_cls_accuracy": 0.7884841363102233, "iteration": 97979, "loss_box_reg": 0.009662411437602714, "loss_cls": 0.045618666510563344, "loss_rpn_cls": 0.0006890623237723048, "loss_rpn_loc": 0.0021396701740741264, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5488748929928988, "total_loss": 0.05800859544143577}
{"data_time": 0.004643099615350366, "eta_seconds": 76984.3594589443, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3717105263157895, "fast_rcnn/fg_cls_accuracy": 0.6282894736842105, "iteration": 97999, "loss_box_reg": 0.00996687397127971, "loss_cls": 0.04420999938156456, "loss_rpn_cls": 0.0011208773312318954, "loss_rpn_loc": 0.0027840637994813733, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5428038209211081, "total_loss": 0.05977889465464159}
{"data_time": 0.00402858667075634, "eta_seconds": 77029.21780842589, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3081232492997199, "fast_rcnn/fg_cls_accuracy": 0.6918767507002801, "iteration": 98019, "loss_box_reg": 0.00924814710742794, "loss_cls": 0.046562823350541294, "loss_rpn_cls": 0.0010647027568779777, "loss_rpn_loc": 0.0026253308169543743, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5521903194021434, "total_loss": 0.05975509516065358}
{"data_time": 0.00409220508299768, "eta_seconds": 77032.85754962126, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32845345345345345, "fast_rcnn/fg_cls_accuracy": 0.6715465465465466, "iteration": 98039, "loss_box_reg": 0.009730835095979273, "loss_cls": 0.04774790006922558, "loss_rpn_cls": 0.0008465965843242884, "loss_rpn_loc": 0.0021402848105935846, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5454245428554714, "total_loss": 0.06058601076654213}
{"data_time": 0.004298225045204163, "eta_seconds": 77022.0048707095, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.43189964157706096, "fast_rcnn/fg_cls_accuracy": 0.5681003584229392, "iteration": 98059, "loss_box_reg": 0.00969742436427623, "loss_cls": 0.04494346433784813, "loss_rpn_cls": 0.0005464685091851607, "loss_rpn_loc": 0.0022097299151937477, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.548485204577446, "total_loss": 0.06057420394017754}
{"data_time": 0.0038489168509840965, "eta_seconds": 76980.6474696945, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.28594771241830064, "fast_rcnn/fg_cls_accuracy": 0.7140522875816994, "iteration": 98079, "loss_box_reg": 0.009756270970683545, "loss_cls": 0.044315113103948534, "loss_rpn_cls": 0.0007883457921025183, "loss_rpn_loc": 0.0030333193935803138, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.545106039615348, "total_loss": 0.05880538398173485}
{"data_time": 0.0037348263431340456, "eta_seconds": 77010.33676409884, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4357284113381674, "fast_rcnn/fg_cls_accuracy": 0.5642715886618326, "iteration": 98099, "loss_box_reg": 0.009498260682448745, "loss_cls": 0.047710907529108226, "loss_rpn_cls": 0.0016711182447579631, "loss_rpn_loc": 0.002412114386970643, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5516567253507674, "total_loss": 0.062108326465590835}
{"data_time": 0.004330615978688002, "eta_seconds": 76989.44683397422, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48, "fast_rcnn/fg_cls_accuracy": 0.52, "iteration": 98119, "loss_box_reg": 0.009269944188417867, "loss_cls": 0.04727522504981607, "loss_rpn_cls": 0.0011573213366773416, "loss_rpn_loc": 0.0023879503587522777, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.540063880616799, "total_loss": 0.05994379161759866}
{"data_time": 0.0034689654130488634, "eta_seconds": 76929.67125788005, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.36403508771929827, "fast_rcnn/fg_cls_accuracy": 0.6359649122807017, "iteration": 98139, "loss_box_reg": 0.010121665109181777, "loss_cls": 0.04626928234938532, "loss_rpn_cls": 0.00066692774493049, "loss_rpn_loc": 0.002657282519066939, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5379202873446047, "total_loss": 0.06014842149818378}
{"data_time": 0.004081204766407609, "eta_seconds": 76937.2539493728, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3648648648648649, "fast_rcnn/fg_cls_accuracy": 0.6351351351351351, "iteration": 98159, "loss_box_reg": 0.009550233182380907, "loss_cls": 0.04594441980589181, "loss_rpn_cls": 0.001108477020807186, "loss_rpn_loc": 0.0017577956587047083, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542783468728885, "total_loss": 0.059396560438074175}
{"data_time": 0.003991440869867802, "eta_seconds": 76891.65440479852, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24025974025974026, "fast_rcnn/fg_cls_accuracy": 0.7597402597402597, "iteration": 98179, "loss_box_reg": 0.009106555895414203, "loss_cls": 0.045417002867907286, "loss_rpn_cls": 0.0008540689907476917, "loss_rpn_loc": 0.002814574880176224, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404128669761121, "total_loss": 0.05671036653046713}
{"data_time": 0.0041644449811428785, "eta_seconds": 76897.13391304621, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.340531561461794, "fast_rcnn/fg_cls_accuracy": 0.6594684385382059, "iteration": 98199, "loss_box_reg": 0.010646320297382772, "loss_cls": 0.04602513927966356, "loss_rpn_cls": 0.0010452698011249595, "loss_rpn_loc": 0.0023427538380929036, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457990129943937, "total_loss": 0.058076397461263696}
{"data_time": 0.004005142953246832, "eta_seconds": 76907.46608270076, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2853566958698373, "fast_rcnn/fg_cls_accuracy": 0.7146433041301627, "iteration": 98219, "loss_box_reg": 0.009254194796085358, "loss_cls": 0.04493989568436518, "loss_rpn_cls": 0.0006060462226145091, "loss_rpn_loc": 0.0025563036106177606, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5438521595206112, "total_loss": 0.05859322563230762}
{"data_time": 0.003946003504097462, "eta_seconds": 76917.36312954454, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2555665512122711, "fast_rcnn/fg_cls_accuracy": 0.7397400820793434, "iteration": 98239, "loss_box_reg": 0.00989987698267214, "loss_cls": 0.04716074198950082, "loss_rpn_cls": 0.001145233129193457, "loss_rpn_loc": 0.003153320847559371, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5441782521083951, "total_loss": 0.061766683538508005}
{"data_time": 0.003935446497052908, "eta_seconds": 76921.40923571214, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40920983778126635, "fast_rcnn/fg_cls_accuracy": 0.5907901622187337, "iteration": 98259, "loss_box_reg": 0.009598573436960578, "loss_cls": 0.04723321771598421, "loss_rpn_cls": 0.0016997736922803597, "loss_rpn_loc": 0.003854807986499509, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5449371724389493, "total_loss": 0.0630086132107408}
{"data_time": 0.0035513208713382483, "eta_seconds": 76917.34041110612, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37364130434782605, "fast_rcnn/fg_cls_accuracy": 0.6263586956521738, "iteration": 98279, "loss_box_reg": 0.009192455298034474, "loss_cls": 0.04759728256613016, "loss_rpn_cls": 0.0008106440091069089, "loss_rpn_loc": 0.0026342265409766696, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5317612511571497, "total_loss": 0.060775096623615354}
{"data_time": 0.003921858733519912, "eta_seconds": 76899.70163967833, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5214626391096979, "fast_rcnn/fg_cls_accuracy": 0.4785373608903021, "iteration": 98299, "loss_box_reg": 0.009518286271486431, "loss_cls": 0.048058156797196716, "loss_rpn_cls": 0.0011072408712493598, "loss_rpn_loc": 0.002361908151215175, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5368645570706576, "total_loss": 0.0634783439372768}
{"data_time": 0.004055259516462684, "eta_seconds": 76820.91021276335, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38461538461538464, "fast_rcnn/fg_cls_accuracy": 0.6153846153846154, "iteration": 98319, "loss_box_reg": 0.009630214772187173, "loss_cls": 0.046761098550632596, "loss_rpn_cls": 0.0008884913961537677, "loss_rpn_loc": 0.0022268368647928583, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350339901633561, "total_loss": 0.05952872561567801}
{"data_time": 0.004119721474125981, "eta_seconds": 76810.06600497081, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.39503105590062115, "fast_rcnn/fg_cls_accuracy": 0.6049689440993788, "iteration": 98339, "loss_box_reg": 0.009937098599039018, "loss_cls": 0.04683705104980618, "loss_rpn_cls": 0.0005349476953142585, "loss_rpn_loc": 0.0030603297709603794, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415055644698441, "total_loss": 0.062491538785366174}
{"data_time": 0.004139571450650692, "eta_seconds": 76756.4104377213, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34672830725462306, "fast_rcnn/fg_cls_accuracy": 0.651910531220876, "iteration": 98359, "loss_box_reg": 0.010354951285989955, "loss_cls": 0.04591588309267536, "loss_rpn_cls": 0.001243300361124966, "loss_rpn_loc": 0.0031509750479017384, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5316977030597627, "total_loss": 0.06326466473649361}
{"data_time": 0.0042100828140974045, "eta_seconds": 76727.91402969067, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.20810810810810812, "fast_rcnn/fg_cls_accuracy": 0.7706797706797707, "iteration": 98379, "loss_box_reg": 0.008825001626973972, "loss_cls": 0.0468332750024274, "loss_rpn_cls": 0.0009573066430448307, "loss_rpn_loc": 0.0021488383990799775, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.546410228824243, "total_loss": 0.05985480073280769}
{"data_time": 0.004470475483685732, "eta_seconds": 76749.69573177723, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.29229323308270677, "fast_rcnn/fg_cls_accuracy": 0.7077067669172932, "iteration": 98399, "loss_box_reg": 0.010379744693636894, "loss_cls": 0.04898351978044957, "loss_rpn_cls": 0.0008791163248815792, "loss_rpn_loc": 0.0023223213811434107, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5510529801249504, "total_loss": 0.06444266088988115}
{"data_time": 0.004493642365559936, "eta_seconds": 76773.76573944557, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.2876458112407211, "fast_rcnn/fg_cls_accuracy": 0.6427350427350428, "iteration": 98419, "loss_box_reg": 0.008899828157154843, "loss_cls": 0.046695407247170806, "loss_rpn_cls": 0.0010727607185572197, "loss_rpn_loc": 0.0025510594568913803, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5492699788883328, "total_loss": 0.05909956225457336}
{"data_time": 0.004764156881719828, "eta_seconds": 76779.1096305619, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.2947860962566845, "fast_rcnn/fg_cls_accuracy": 0.6156417112299466, "iteration": 98439, "loss_box_reg": 0.009431470738491043, "loss_cls": 0.04348847491201013, "loss_rpn_cls": 0.0006588435223875422, "loss_rpn_loc": 0.0024074891589407343, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5436835968866944, "total_loss": 0.05552309875190531}
{"data_time": 0.004133946727961302, "eta_seconds": 76777.28085435671, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.4708049886621315, "fast_rcnn/fg_cls_accuracy": 0.527046783625731, "iteration": 98459, "loss_box_reg": 0.009240962157491595, "loss_cls": 0.04849549965001643, "loss_rpn_cls": 0.0006728088418981315, "loss_rpn_loc": 0.002370545376834343, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5424522759858519, "total_loss": 0.06194029303748039}
{"data_time": 0.004469025414437056, "eta_seconds": 76752.20844104444, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4855436832181018, "fast_rcnn/fg_cls_accuracy": 0.5144563167818982, "iteration": 98479, "loss_box_reg": 0.00926565015106462, "loss_cls": 0.04625095095252618, "loss_rpn_cls": 0.0013482145243415289, "loss_rpn_loc": 0.002573203539213864, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.548962689936161, "total_loss": 0.06152726525129992}
{"data_time": 0.004079149104654789, "eta_seconds": 76748.17578961817, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3611111111111111, "fast_rcnn/fg_cls_accuracy": 0.6388888888888888, "iteration": 98499, "loss_box_reg": 0.009527782181976363, "loss_cls": 0.046789664193056524, "loss_rpn_cls": 0.001354205288976118, "loss_rpn_loc": 0.0019443877426965628, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5436605724971741, "total_loss": 0.06100370651324738}
{"data_time": 0.004346118308603764, "eta_seconds": 76711.34774172655, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.37333776595744683, "fast_rcnn/fg_cls_accuracy": 0.6266622340425532, "iteration": 98519, "loss_box_reg": 0.009025244711665437, "loss_cls": 0.04759076109621674, "loss_rpn_cls": 0.0008628867733477819, "loss_rpn_loc": 0.0022639791804976994, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5438182514626533, "total_loss": 0.060202724467387725}
{"data_time": 0.00463652890175581, "eta_seconds": 76694.9900308242, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3717105263157895, "fast_rcnn/fg_cls_accuracy": 0.6282894736842105, "iteration": 98539, "loss_box_reg": 0.009240937186405063, "loss_cls": 0.0455836959881708, "loss_rpn_cls": 0.0007984431925933677, "loss_rpn_loc": 0.0020724762325698975, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5415269553195685, "total_loss": 0.058860909772988634}
{"data_time": 0.004944336134940386, "eta_seconds": 76665.96409379155, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46590909090909094, "fast_rcnn/fg_cls_accuracy": 0.5340909090909091, "iteration": 98559, "loss_box_reg": 0.009718988789245486, "loss_cls": 0.04563364270143211, "loss_rpn_cls": 0.0009491735756910202, "loss_rpn_loc": 0.0027862946008099243, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541362184099853, "total_loss": 0.059821903597367054}
{"data_time": 0.004606639035046101, "eta_seconds": 76650.75653148419, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4037467700258398, "fast_rcnn/fg_cls_accuracy": 0.5962532299741603, "iteration": 98579, "loss_box_reg": 0.009442948212381452, "loss_cls": 0.04602020827587694, "loss_rpn_cls": 0.000718484294566224, "loss_rpn_loc": 0.002396822332229931, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5444647243712097, "total_loss": 0.05976088866941609}
{"data_time": 0.004517560824751854, "eta_seconds": 76635.00586393452, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29901960784313725, "fast_rcnn/fg_cls_accuracy": 0.6538461538461539, "iteration": 98599, "loss_box_reg": 0.009233258460881189, "loss_cls": 0.04762418242171407, "loss_rpn_cls": 0.0009305576472797839, "loss_rpn_loc": 0.003020395542989718, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443699136376381, "total_loss": 0.0614599438561072}
{"data_time": 0.004000694025307894, "eta_seconds": 76645.90142861148, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4422336328626444, "fast_rcnn/fg_cls_accuracy": 0.5577663671373556, "iteration": 98619, "loss_box_reg": 0.010362263477873057, "loss_cls": 0.0462793294864241, "loss_rpn_cls": 0.0008750687507017574, "loss_rpn_loc": 0.0023936791731102858, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368396129924804, "total_loss": 0.06008717209090264}
{"data_time": 0.004477393813431263, "eta_seconds": 76665.4343697012, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2624362244897959, "fast_rcnn/fg_cls_accuracy": 0.737563775510204, "iteration": 98639, "loss_box_reg": 0.009083673416171223, "loss_cls": 0.045483614201657474, "loss_rpn_cls": 0.0006831231186765763, "loss_rpn_loc": 0.002084813837427646, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.550132506294176, "total_loss": 0.05899889499460187}
{"data_time": 0.0045027779415249825, "eta_seconds": 76654.58761078329, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4003181336161188, "fast_rcnn/fg_cls_accuracy": 0.5996818663838812, "iteration": 98659, "loss_box_reg": 0.009839626698521897, "loss_cls": 0.043404519907198846, "loss_rpn_cls": 0.0009363370651840341, "loss_rpn_loc": 0.0030340886587509885, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5401406667660922, "total_loss": 0.06007924573714263}
{"data_time": 0.004413676913827658, "eta_seconds": 76657.94439504133, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.26556991774383076, "fast_rcnn/fg_cls_accuracy": 0.7344300822561691, "iteration": 98679, "loss_box_reg": 0.008720760059077293, "loss_cls": 0.043456714309286326, "loss_rpn_cls": 0.0011654353077119595, "loss_rpn_loc": 0.0028370215513859876, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5476817304734141, "total_loss": 0.05629505684873948}
{"data_time": 0.004469090607017279, "eta_seconds": 76656.44610582967, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3774193548387097, "fast_rcnn/fg_cls_accuracy": 0.6225806451612903, "iteration": 98699, "loss_box_reg": 0.009192840836476535, "loss_cls": 0.04399393644416705, "loss_rpn_cls": 0.0008231585431985877, "loss_rpn_loc": 0.0025212972905137576, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5509586208499968, "total_loss": 0.059407329472833226}
{"data_time": 0.0042227336671203375, "eta_seconds": 76655.55595558346, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19221967963386727, "fast_rcnn/fg_cls_accuracy": 0.8072368421052631, "iteration": 98719, "loss_box_reg": 0.009590024186763912, "loss_cls": 0.04671151901129633, "loss_rpn_cls": 0.00063051145616555, "loss_rpn_loc": 0.0023424345254170476, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5446035638451576, "total_loss": 0.06145184200079257}
{"data_time": 0.004135738825425506, "eta_seconds": 76659.48345921398, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3388888888888889, "fast_rcnn/fg_cls_accuracy": 0.6611111111111111, "iteration": 98739, "loss_box_reg": 0.009311875910498202, "loss_cls": 0.04794120171573013, "loss_rpn_cls": 0.0007218654416192294, "loss_rpn_loc": 0.0024264617095468566, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5467779156751931, "total_loss": 0.06078121768860001}
{"data_time": 0.004249707562848926, "eta_seconds": 76651.7233124061, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39481707317073167, "fast_rcnn/fg_cls_accuracy": 0.6051829268292683, "iteration": 98759, "loss_box_reg": 0.00963397094164975, "loss_cls": 0.046718894445803016, "loss_rpn_cls": 0.0011039996791737394, "loss_rpn_loc": 0.0022653674823231995, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5512242796830833, "total_loss": 0.058367343381178216}
{"data_time": 0.004416313488036394, "eta_seconds": 76718.26035773079, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43201754385964913, "fast_rcnn/fg_cls_accuracy": 0.5679824561403509, "iteration": 98779, "loss_box_reg": 0.009775822458323091, "loss_cls": 0.04723617900162935, "loss_rpn_cls": 0.001408897553233146, "loss_rpn_loc": 0.0022443405250669457, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5505429671611637, "total_loss": 0.06219694257094943}
{"data_time": 0.004079635487869382, "eta_seconds": 76709.25712784682, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3646010186757216, "fast_rcnn/fg_cls_accuracy": 0.631578947368421, "iteration": 98799, "loss_box_reg": 0.010400055354693905, "loss_cls": 0.04636477248277515, "loss_rpn_cls": 0.001046762040118665, "loss_rpn_loc": 0.002371975002461113, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5430546139832586, "total_loss": 0.062930714884601}
{"data_time": 0.003976114792749286, "eta_seconds": 76668.58983053081, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33202202989771834, "fast_rcnn/fg_cls_accuracy": 0.6679779701022817, "iteration": 98819, "loss_box_reg": 0.009032688540173694, "loss_cls": 0.04850684350822121, "loss_rpn_cls": 0.0009184408729652205, "loss_rpn_loc": 0.003104349521890981, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406125267036259, "total_loss": 0.061427695879615385}
{"data_time": 0.004000744549557567, "eta_seconds": 76687.52661400405, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.359375, "fast_rcnn/fg_cls_accuracy": 0.640625, "iteration": 98839, "loss_box_reg": 0.010477083589648828, "loss_cls": 0.046825890720356256, "loss_rpn_cls": 0.0012826077474983322, "loss_rpn_loc": 0.00269580929489166, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431084879674017, "total_loss": 0.06129161464656363}
{"data_time": 0.004227332537993789, "eta_seconds": 76720.40991229936, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4369034994697773, "fast_rcnn/fg_cls_accuracy": 0.5630965005302226, "iteration": 98859, "loss_box_reg": 0.00956759272958152, "loss_cls": 0.04479763121344149, "loss_rpn_cls": 0.0010252232254970295, "loss_rpn_loc": 0.002119020136888139, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5485551164019853, "total_loss": 0.05956466351972267}
{"data_time": 0.003852071240544319, "eta_seconds": 76715.89759093197, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4221198156682028, "fast_rcnn/fg_cls_accuracy": 0.5617511520737327, "iteration": 98879, "loss_box_reg": 0.009867919841781259, "loss_cls": 0.04309350956464186, "loss_rpn_cls": 0.0006992705575044056, "loss_rpn_loc": 0.0023212826417875476, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5414346421603113, "total_loss": 0.05708942415930096}
{"data_time": 0.004563127178698778, "eta_seconds": 76718.97137488332, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.40610599078341014, "fast_rcnn/fg_cls_accuracy": 0.5938940092165899, "iteration": 98899, "loss_box_reg": 0.009553497162414715, "loss_cls": 0.04778235772391781, "loss_rpn_cls": 0.000970666213675031, "loss_rpn_loc": 0.002839154334651539, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5422216989099979, "total_loss": 0.06139167538708534}
{"data_time": 0.003977250074967742, "eta_seconds": 76718.83317304007, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.47970085470085466, "fast_rcnn/fg_cls_accuracy": 0.5202991452991452, "iteration": 98919, "loss_box_reg": 0.009082628996111453, "loss_cls": 0.04527172306552529, "loss_rpn_cls": 0.0006092059712159426, "loss_rpn_loc": 0.0021279539960232796, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5414892849512398, "total_loss": 0.05812330105408137}
{"data_time": 0.004125113366171718, "eta_seconds": 76707.95731687616, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4807692307692308, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 98939, "loss_box_reg": 0.010314473125617951, "loss_cls": 0.04601211647968739, "loss_rpn_cls": 0.0008241490072578017, "loss_rpn_loc": 0.002526533764466876, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5378231715876609, "total_loss": 0.05992477163727017}
{"data_time": 0.004208955215290189, "eta_seconds": 76731.30240552593, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4589783281733746, "fast_rcnn/fg_cls_accuracy": 0.5247058823529411, "iteration": 98959, "loss_box_reg": 0.009882044978439808, "loss_cls": 0.04841329518239945, "loss_rpn_cls": 0.0013848546111603355, "loss_rpn_loc": 0.00226378067600308, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5469563137739897, "total_loss": 0.0631041348473218}
{"data_time": 0.0035953475162386894, "eta_seconds": 76720.42169673834, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38247508305647837, "fast_rcnn/fg_cls_accuracy": 0.5798872180451128, "iteration": 98979, "loss_box_reg": 0.010404349392047152, "loss_cls": 0.047787515446543694, "loss_rpn_cls": 0.001282625659854375, "loss_rpn_loc": 0.0023372911346086767, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5507739805616438, "total_loss": 0.06121676968683687}
{"data_time": 0.0036626053042709827, "eta_seconds": 76706.4369069105, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.42678571428571427, "fast_rcnn/fg_cls_accuracy": 0.5732142857142857, "iteration": 98999, "loss_box_reg": 0.00920562056126073, "loss_cls": 0.04590457712765783, "loss_rpn_cls": 0.001065826571505113, "loss_rpn_loc": 0.0021441422250063624, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5389921294990927, "total_loss": 0.05915941662379964}
{"data_time": 0.0038429279811680317, "eta_seconds": 76639.79108897457, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.472953216374269, "fast_rcnn/fg_cls_accuracy": 0.527046783625731, "iteration": 99019, "loss_box_reg": 0.008864497824106365, "loss_cls": 0.04479054795228876, "loss_rpn_cls": 0.0006613432743733938, "loss_rpn_loc": 0.002305100697412854, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378916261252016, "total_loss": 0.05888316448655928}
{"data_time": 0.0037524851504713297, "eta_seconds": 76599.74217515253, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3988927738927739, "fast_rcnn/fg_cls_accuracy": 0.6011072261072261, "iteration": 99039, "loss_box_reg": 0.008869077340932563, "loss_cls": 0.045045026927255094, "loss_rpn_cls": 0.0005245675256446702, "loss_rpn_loc": 0.0029207213174231583, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.540085976710543, "total_loss": 0.06059768444339397}
{"data_time": 0.004269153345376253, "eta_seconds": 76588.87395739369, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5182926829268293, "fast_rcnn/fg_cls_accuracy": 0.4817073170731707, "iteration": 99059, "loss_box_reg": 0.010473762231413275, "loss_cls": 0.047994159860536456, "loss_rpn_cls": 0.0012457221218937775, "loss_rpn_loc": 0.0025560476096870843, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5473926020786166, "total_loss": 0.0633595549054462}
{"data_time": 0.00431061047129333, "eta_seconds": 76561.1782660631, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.28115501519756836, "fast_rcnn/fg_cls_accuracy": 0.7188449848024316, "iteration": 99079, "loss_box_reg": 0.008952966323704459, "loss_cls": 0.04440706176683307, "loss_rpn_cls": 0.0013428202419163426, "loss_rpn_loc": 0.002304097059095511, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5428726240061224, "total_loss": 0.05906667624185502}
{"data_time": 0.003753120545297861, "eta_seconds": 76544.42046625237, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46190476190476193, "fast_rcnn/fg_cls_accuracy": 0.5275689223057645, "iteration": 99099, "loss_box_reg": 0.009819753235206008, "loss_cls": 0.044818744412623346, "loss_rpn_cls": 0.0008509890253662888, "loss_rpn_loc": 0.0024908921150199603, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5413347100839019, "total_loss": 0.06008915537131543}
{"data_time": 0.0038681954611092806, "eta_seconds": 76556.26930411719, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45333333333333337, "fast_rcnn/fg_cls_accuracy": 0.54, "iteration": 99119, "loss_box_reg": 0.009700362948933616, "loss_cls": 0.04493373294826597, "loss_rpn_cls": 0.00044769633245778095, "loss_rpn_loc": 0.0021124545764905633, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5450686851982027, "total_loss": 0.05592519367030491}
{"data_time": 0.003674886655062437, "eta_seconds": 76528.58077742788, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.43441001977587346, "fast_rcnn/fg_cls_accuracy": 0.5655899802241267, "iteration": 99139, "loss_box_reg": 0.009271330724004656, "loss_cls": 0.049892270035343245, "loss_rpn_cls": 0.001368546400840387, "loss_rpn_loc": 0.0023601552602485754, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5357174980454147, "total_loss": 0.06471620276340673}
{"data_time": 0.003605256089940667, "eta_seconds": 76513.68250326184, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4084249084249084, "fast_rcnn/fg_cls_accuracy": 0.5915750915750916, "iteration": 99159, "loss_box_reg": 0.009480890235863626, "loss_cls": 0.0434588554489892, "loss_rpn_cls": 0.0011659977153613, "loss_rpn_loc": 0.0028643529913097154, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5418848905246705, "total_loss": 0.059569270134034014}
{"data_time": 0.0036741290241479874, "eta_seconds": 76523.66465084068, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45346320346320346, "fast_rcnn/fg_cls_accuracy": 0.5465367965367965, "iteration": 99179, "loss_box_reg": 0.009604251696146093, "loss_cls": 0.04667988885194063, "loss_rpn_cls": 0.0009193824631097414, "loss_rpn_loc": 0.0022013726866134675, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5441339095123112, "total_loss": 0.060699408622724604}
{"data_time": 0.004033626988530159, "eta_seconds": 76495.98328879266, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2711111111111111, "fast_rcnn/fg_cls_accuracy": 0.7103174603174603, "iteration": 99199, "loss_box_reg": 0.009329531982075423, "loss_cls": 0.046375377220101655, "loss_rpn_cls": 0.0006657916219410254, "loss_rpn_loc": 0.0028657482762355357, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5419852654449642, "total_loss": 0.05948643466035719}
{"data_time": 0.0038802139461040497, "eta_seconds": 76481.08673249767, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4151785714285714, "fast_rcnn/fg_cls_accuracy": 0.5848214285714286, "iteration": 99219, "loss_box_reg": 0.008907144248951226, "loss_cls": 0.04694966715760529, "loss_rpn_cls": 0.0010033128320969809, "loss_rpn_loc": 0.002280786222399911, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413007172755897, "total_loss": 0.058779817446435345}
{"data_time": 0.0038732020184397697, "eta_seconds": 76451.57772761071, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.358974358974359, "fast_rcnn/fg_cls_accuracy": 0.5993589743589745, "iteration": 99239, "loss_box_reg": 0.010222421697108075, "loss_cls": 0.046978616155683994, "loss_rpn_cls": 0.0009107157770813501, "loss_rpn_loc": 0.0024750381635385565, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383896480780095, "total_loss": 0.06069666129360485}
{"data_time": 0.003490651026368141, "eta_seconds": 76436.23788336269, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3939393939393939, "fast_rcnn/fg_cls_accuracy": 0.6060606060606061, "iteration": 99259, "loss_box_reg": 0.00889159381040372, "loss_cls": 0.04210035741562024, "loss_rpn_cls": 0.0009267109048778366, "loss_rpn_loc": 0.002406430063274456, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5351024228148162, "total_loss": 0.055454652063190224}
{"data_time": 0.003908852580934763, "eta_seconds": 76439.32066623797, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5063492063492063, "fast_rcnn/fg_cls_accuracy": 0.48571428571428565, "iteration": 99279, "loss_box_reg": 0.009339473472209647, "loss_cls": 0.046455993433482945, "loss_rpn_cls": 0.0010617120234428512, "loss_rpn_loc": 0.0027316174600855447, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5462821535766125, "total_loss": 0.05988864820648132}
{"data_time": 0.003894482972100377, "eta_seconds": 76418.98990382673, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.5763157894736842, "iteration": 99299, "loss_box_reg": 0.010169356595724821, "loss_cls": 0.048427750705741346, "loss_rpn_cls": 0.0012458431356208166, "loss_rpn_loc": 0.003085804546572035, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5346827905159444, "total_loss": 0.06340087153421337}
{"data_time": 0.004092572722584009, "eta_seconds": 76408.12729589874, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.36617647058823527, "fast_rcnn/fg_cls_accuracy": 0.6338235294117647, "iteration": 99319, "loss_box_reg": 0.010000784532167017, "loss_cls": 0.04846463690046221, "loss_rpn_cls": 0.0007734289177960818, "loss_rpn_loc": 0.0021760161325801164, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5355339555535465, "total_loss": 0.06117414852997172}
{"data_time": 0.0037703770212829113, "eta_seconds": 76397.26468797075, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 99339, "loss_box_reg": 0.010287087061442435, "loss_cls": 0.046783086436335, "loss_rpn_cls": 0.0006916413236126573, "loss_rpn_loc": 0.0022609508432651637, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.532485997537151, "total_loss": 0.060548639279488725}
{"data_time": 0.0035987584851682186, "eta_seconds": 76439.67398920446, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2371967654986523, "fast_rcnn/fg_cls_accuracy": 0.7628032345013478, "iteration": 99359, "loss_box_reg": 0.009630453103454784, "loss_cls": 0.04397260525729507, "loss_rpn_cls": 0.001042365674265966, "loss_rpn_loc": 0.0028401389081409434, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5482881455682218, "total_loss": 0.06113224273110518}
{"data_time": 0.0037792520597577095, "eta_seconds": 76428.8038056891, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38278388278388276, "fast_rcnn/fg_cls_accuracy": 0.6172161172161172, "iteration": 99379, "loss_box_reg": 0.010046130599221215, "loss_cls": 0.04782296530902386, "loss_rpn_cls": 0.0012051535260297896, "loss_rpn_loc": 0.002383491264481563, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419078704435378, "total_loss": 0.060650421501122764}
{"data_time": 0.003683405229821801, "eta_seconds": 76387.32499334193, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.49464285714285716, "fast_rcnn/fg_cls_accuracy": 0.5053571428571428, "iteration": 99399, "loss_box_reg": 0.009489217161899433, "loss_cls": 0.0460749986814335, "loss_rpn_cls": 0.0008019189801871107, "loss_rpn_loc": 0.0020273860718589276, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433102925308049, "total_loss": 0.0579677404357426}
{"data_time": 0.0036440612748265266, "eta_seconds": 76349.34210984013, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3839285714285714, "fast_rcnn/fg_cls_accuracy": 0.6160714285714286, "iteration": 99419, "loss_box_reg": 0.009845973982010037, "loss_cls": 0.04961446614470333, "loss_rpn_cls": 0.0008350484836512351, "loss_rpn_loc": 0.002374436529862578, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380062074400485, "total_loss": 0.06286459158590674}
{"data_time": 0.0035862254444509745, "eta_seconds": 76274.7019069125, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.40212765957446805, "fast_rcnn/fg_cls_accuracy": 0.597872340425532, "iteration": 99439, "loss_box_reg": 0.009854358766460791, "loss_cls": 0.04775715118739754, "loss_rpn_cls": 0.0007354924526339346, "loss_rpn_loc": 0.0020311261287133675, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372138381935656, "total_loss": 0.06024370071406793}
{"data_time": 0.004273787373676896, "eta_seconds": 76267.28559905221, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.358974358974359, "fast_rcnn/fg_cls_accuracy": 0.641025641025641, "iteration": 99459, "loss_box_reg": 0.00905396995949559, "loss_cls": 0.04561958214617334, "loss_rpn_cls": 0.0011324547833737597, "loss_rpn_loc": 0.002391482044913573, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5423766486346722, "total_loss": 0.06030936633851525}
{"data_time": 0.004215112887322903, "eta_seconds": 76197.33625368145, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4807692307692308, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 99479, "loss_box_reg": 0.010242978547466919, "loss_cls": 0.0471037938259542, "loss_rpn_cls": 0.0005916358433069036, "loss_rpn_loc": 0.0029774255053780507, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5336779030039907, "total_loss": 0.06182772054035013}
{"data_time": 0.004547898890450597, "eta_seconds": 76157.18179456354, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.35088874259381175, "fast_rcnn/fg_cls_accuracy": 0.6491112574061882, "iteration": 99499, "loss_box_reg": 0.009566886583343148, "loss_cls": 0.04635487566702068, "loss_rpn_cls": 0.0009015235215201756, "loss_rpn_loc": 0.002630178816616535, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5401765934657305, "total_loss": 0.06082662829783203}
{"data_time": 0.00411161407828331, "eta_seconds": 76134.6009755102, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35424710424710426, "fast_rcnn/fg_cls_accuracy": 0.6457528957528957, "iteration": 99519, "loss_box_reg": 0.009598651435226202, "loss_cls": 0.04387022680020891, "loss_rpn_cls": 0.0007415346734660488, "loss_rpn_loc": 0.002085395302856341, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5317447218112648, "total_loss": 0.0577935892533219}
{"data_time": 0.003665357828140259, "eta_seconds": 76123.7618441009, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43487394957983194, "fast_rcnn/fg_cls_accuracy": 0.5651260504201681, "iteration": 99539, "loss_box_reg": 0.009171156969387084, "loss_cls": 0.048825529869645834, "loss_rpn_cls": 0.0008285691501441761, "loss_rpn_loc": 0.0030341114616021514, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5422604854684323, "total_loss": 0.06332634491866429}
{"data_time": 0.004076558398082852, "eta_seconds": 76111.18590698368, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29428571428571426, "fast_rcnn/fg_cls_accuracy": 0.7023529411764706, "iteration": 99559, "loss_box_reg": 0.00992637494346127, "loss_cls": 0.04650159063749015, "loss_rpn_cls": 0.0009256434807412006, "loss_rpn_loc": 0.0022394994066416984, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374722809065133, "total_loss": 0.05871013857750995}
{"data_time": 0.0035390076227486134, "eta_seconds": 76094.56876101787, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43662628145386767, "fast_rcnn/fg_cls_accuracy": 0.5266805266805267, "iteration": 99579, "loss_box_reg": 0.009570245718350634, "loss_cls": 0.04617481102468446, "loss_rpn_cls": 0.0008304656607549532, "loss_rpn_loc": 0.0018010803214565385, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437983872834593, "total_loss": 0.06001860941057657}
{"data_time": 0.0037137982435524464, "eta_seconds": 76051.53364515025, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3212074303405573, "fast_rcnn/fg_cls_accuracy": 0.6346749226006192, "iteration": 99599, "loss_box_reg": 0.009895511524518952, "loss_cls": 0.04357847152277827, "loss_rpn_cls": 0.0010205695687091065, "loss_rpn_loc": 0.0026281029895471875, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5362562318332493, "total_loss": 0.05726062588689729}
{"data_time": 0.004042699001729488, "eta_seconds": 76040.70017051045, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.28484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6477351916376306, "iteration": 99619, "loss_box_reg": 0.009296241798438132, "loss_cls": 0.04732817958574742, "loss_rpn_cls": 0.0009151609921786985, "loss_rpn_loc": 0.0021459437484736554, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399901687633246, "total_loss": 0.06094733794321883}
{"data_time": 0.0037296772934496403, "eta_seconds": 75991.46654240345, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.33974358974358976, "fast_rcnn/fg_cls_accuracy": 0.6602564102564102, "iteration": 99639, "loss_box_reg": 0.009720015077618882, "loss_cls": 0.04428696387913078, "loss_rpn_cls": 0.000950955153484756, "loss_rpn_loc": 0.002888260163672385, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5381410135887563, "total_loss": 0.059028694246421765}
{"data_time": 0.0037897464353591204, "eta_seconds": 75980.63853939087, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.28888888888888886, "fast_rcnn/fg_cls_accuracy": 0.711111111111111, "iteration": 99659, "loss_box_reg": 0.009375154651934281, "loss_cls": 0.0460774227976799, "loss_rpn_cls": 0.0007586061200868244, "loss_rpn_loc": 0.002358640305828885, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542470081942156, "total_loss": 0.059329228485125896}
{"data_time": 0.0037927324883639812, "eta_seconds": 75957.33471199847, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2917877906976744, "fast_rcnn/fg_cls_accuracy": 0.684375, "iteration": 99679, "loss_box_reg": 0.009131965518463403, "loss_cls": 0.045318510849028826, "loss_rpn_cls": 0.0008618816459602385, "loss_rpn_loc": 0.0029592575956485234, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382511534262449, "total_loss": 0.05859088448141847}
{"data_time": 0.0037964435759931803, "eta_seconds": 75907.97879523318, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39148936170212767, "fast_rcnn/fg_cls_accuracy": 0.6085106382978723, "iteration": 99699, "loss_box_reg": 0.009516419289866462, "loss_cls": 0.0484308690065518, "loss_rpn_cls": 0.0012717492692218002, "loss_rpn_loc": 0.002501440048945369, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.542941499967128, "total_loss": 0.06289512451985502}
{"data_time": 0.003520658938214183, "eta_seconds": 75864.28006143449, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.43796992481203006, "fast_rcnn/fg_cls_accuracy": 0.532413350449294, "iteration": 99719, "loss_box_reg": 0.00925513036781922, "loss_cls": 0.04430789384059608, "loss_rpn_cls": 0.0007827154884125775, "loss_rpn_loc": 0.002450239173413138, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5268252156674862, "total_loss": 0.05829837435481977}
{"data_time": 0.003578520379960537, "eta_seconds": 75787.33223122731, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4444444444444444, "fast_rcnn/fg_cls_accuracy": 0.5555555555555556, "iteration": 99739, "loss_box_reg": 0.009484289563260972, "loss_cls": 0.04743899905588478, "loss_rpn_cls": 0.0005319301230883866, "loss_rpn_loc": 0.002329153307073284, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5323708273936063, "total_loss": 0.061705978647978554}
{"data_time": 0.003794633550569415, "eta_seconds": 75760.18733356101, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4607692307692308, "fast_rcnn/fg_cls_accuracy": 0.5392307692307692, "iteration": 99759, "loss_box_reg": 0.009338639734778553, "loss_cls": 0.046940576983615756, "loss_rpn_cls": 0.001249022284014245, "loss_rpn_loc": 0.0032547337432333734, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5283838070463389, "total_loss": 0.061794821889293416}
{"data_time": 0.0037937394808977842, "eta_seconds": 75726.74252243224, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2535650623885918, "fast_rcnn/fg_cls_accuracy": 0.7464349376114082, "iteration": 99779, "loss_box_reg": 0.009871240967186168, "loss_cls": 0.0482166112633422, "loss_rpn_cls": 0.0010770530589070404, "loss_rpn_loc": 0.0023218999231175985, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409771385602653, "total_loss": 0.06104899035346989}
{"data_time": 0.00428557419218123, "eta_seconds": 75715.94146659574, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26556991774383076, "fast_rcnn/fg_cls_accuracy": 0.7244039270687237, "iteration": 99799, "loss_box_reg": 0.009798518643947318, "loss_cls": 0.04946177382953465, "loss_rpn_cls": 0.0008277826457288029, "loss_rpn_loc": 0.002679724124391214, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399331278167665, "total_loss": 0.06457320277240797}
{"data_time": 0.004020513268187642, "eta_seconds": 75691.50028762012, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.287593984962406, "fast_rcnn/fg_cls_accuracy": 0.7124060150375939, "iteration": 99819, "loss_box_reg": 0.009625857113860548, "loss_cls": 0.045504233334213495, "loss_rpn_cls": 0.0009854382033722686, "loss_rpn_loc": 0.0033003570715663955, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5398042055312544, "total_loss": 0.0603223155080741}
{"data_time": 0.00400891643948853, "eta_seconds": 75675.72423333628, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.29040697674418603, "fast_rcnn/fg_cls_accuracy": 0.6175, "iteration": 99839, "loss_box_reg": 0.009489757125265896, "loss_cls": 0.04937305167550221, "loss_rpn_cls": 0.0012098447393213974, "loss_rpn_loc": 0.0026463469184818678, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5418969464953989, "total_loss": 0.06308238928500032}
{"data_time": 0.0035885749384760857, "eta_seconds": 75657.65469556022, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.48428705440900566, "fast_rcnn/fg_cls_accuracy": 0.5157129455909943, "iteration": 99859, "loss_box_reg": 0.009865144063951448, "loss_cls": 0.048750657588243484, "loss_rpn_cls": 0.0008638561664611188, "loss_rpn_loc": 0.002110548075506813, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5353786263149232, "total_loss": 0.06281147793930586}
{"data_time": 0.003923074342310429, "eta_seconds": 75646.85733366106, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41565656565656567, "fast_rcnn/fg_cls_accuracy": 0.5843434343434344, "iteration": 99879, "loss_box_reg": 0.01021499655325897, "loss_cls": 0.04824331129202619, "loss_rpn_cls": 0.001251046187121574, "loss_rpn_loc": 0.0024831066657498013, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5442142363172024, "total_loss": 0.061544031163748514}
{"data_time": 0.0038090890739113092, "eta_seconds": 75636.05997176189, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.40240641711229946, "fast_rcnn/fg_cls_accuracy": 0.5975935828877006, "iteration": 99899, "loss_box_reg": 0.009447646094486117, "loss_cls": 0.04558132076635957, "loss_rpn_cls": 0.0005329395407898119, "loss_rpn_loc": 0.002522047721868148, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5431388027500361, "total_loss": 0.05887896680735594}
{"data_time": 0.003924612421542406, "eta_seconds": 75617.34172729612, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4650326797385621, "fast_rcnn/fg_cls_accuracy": 0.5349673202614379, "iteration": 99919, "loss_box_reg": 0.009492722107097507, "loss_cls": 0.04782189952675253, "loss_rpn_cls": 0.0009302896219480772, "loss_rpn_loc": 0.0027604833558143582, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5354148694314063, "total_loss": 0.061427547671854654}
{"data_time": 0.003683420829474926, "eta_seconds": 75612.43667964963, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36939655172413793, "fast_rcnn/fg_cls_accuracy": 0.5771943573667712, "iteration": 99939, "loss_box_reg": 0.00982285410282202, "loss_cls": 0.04768440593034029, "loss_rpn_cls": 0.0012191145912083812, "loss_rpn_loc": 0.0028671294312516693, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5430359658785164, "total_loss": 0.060957938061960704}
{"data_time": 0.004079538630321622, "eta_seconds": 75572.18486447074, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3284313725490196, "fast_rcnn/fg_cls_accuracy": 0.6312056737588652, "iteration": 99959, "loss_box_reg": 0.01033262794953771, "loss_cls": 0.04877127707004547, "loss_rpn_cls": 0.001283876757725011, "loss_rpn_loc": 0.002062593513983302, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5410943820606917, "total_loss": 0.06317478977473456}
{"data_time": 0.0037691276520490646, "eta_seconds": 75556.42892565858, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.48601398601398604, "fast_rcnn/fg_cls_accuracy": 0.513986013986014, "iteration": 99979, "loss_box_reg": 0.009444559982512146, "loss_cls": 0.04729322774801403, "loss_rpn_cls": 0.0006776725222721325, "loss_rpn_loc": 0.0030757047061342746, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5405304646119475, "total_loss": 0.061627877119917684}
{"data_time": 0.0034802285954356194, "eta_seconds": 75561.95432753395, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25555555555555554, "fast_rcnn/fg_cls_accuracy": 0.7180555555555556, "iteration": 99999, "loss_box_reg": 0.00868763032485731, "loss_cls": 0.046503994381055236, "loss_rpn_cls": 0.001201491857216297, "loss_rpn_loc": 0.002212966061051702, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450211705174297, "total_loss": 0.05786356584803798}
{"data_time": 0.0035102730616927147, "eta_seconds": 75539.80626754649, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.41463414634146345, "fast_rcnn/fg_cls_accuracy": 0.5853658536585367, "iteration": 100019, "loss_box_reg": 0.009950506879249588, "loss_cls": 0.04923391295596957, "loss_rpn_cls": 0.0005925636237975596, "loss_rpn_loc": 0.0025248004822060466, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348329970147461, "total_loss": 0.06155682323066003}
{"data_time": 0.004048580769449472, "eta_seconds": 75524.05245544668, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.46049896049896055, "fast_rcnn/fg_cls_accuracy": 0.5395010395010396, "iteration": 100039, "loss_box_reg": 0.009351495769806206, "loss_cls": 0.0452752981800586, "loss_rpn_cls": 0.0007793875768697944, "loss_rpn_loc": 0.0026979968133673538, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367322259116918, "total_loss": 0.060654153965060686}
{"data_time": 0.0035929004661738873, "eta_seconds": 75513.26029870939, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3252032520325203, "fast_rcnn/fg_cls_accuracy": 0.6572528883183568, "iteration": 100059, "loss_box_reg": 0.009368990286020562, "loss_cls": 0.045676961075514555, "loss_rpn_cls": 0.001020799282741791, "loss_rpn_loc": 0.0027254046217422, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.547194535844028, "total_loss": 0.059261917338290004}
{"data_time": 0.0039052984211593866, "eta_seconds": 75487.8932797506, "fast_rcnn/cls_accuracy": 0.9638671875, "fast_rcnn/false_negative": 0.5208333333333333, "fast_rcnn/fg_cls_accuracy": 0.44345238095238093, "iteration": 100079, "loss_box_reg": 0.010013285849709064, "loss_cls": 0.049107351806014776, "loss_rpn_cls": 0.0007805512143477245, "loss_rpn_loc": 0.003146537590509979, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341053439769894, "total_loss": 0.06288374274652142}
{"data_time": 0.003575627226382494, "eta_seconds": 75481.08000802225, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3484573502722323, "fast_rcnn/fg_cls_accuracy": 0.6394736842105263, "iteration": 100099, "loss_box_reg": 0.010011266684159636, "loss_cls": 0.04843780162627809, "loss_rpn_cls": 0.0015091720215423265, "loss_rpn_loc": 0.0024570835903432453, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5404281262308359, "total_loss": 0.06322831515126381}
{"data_time": 0.0037009043153375387, "eta_seconds": 75466.3131328735, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23892773892773891, "fast_rcnn/fg_cls_accuracy": 0.745920745920746, "iteration": 100119, "loss_box_reg": 0.00911267168703489, "loss_cls": 0.04500029544578865, "loss_rpn_cls": 0.0009324484130388555, "loss_rpn_loc": 0.0024299028918903787, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5423804137390107, "total_loss": 0.06082615222169352}
{"data_time": 0.004206141456961632, "eta_seconds": 75455.52305943496, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5284090909090908, "fast_rcnn/fg_cls_accuracy": 0.47159090909090906, "iteration": 100139, "loss_box_reg": 0.010188003012444824, "loss_cls": 0.04863288230262697, "loss_rpn_cls": 0.0012728018355119275, "loss_rpn_loc": 0.003075250377150951, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5329283603932709, "total_loss": 0.06060062434283964}
{"data_time": 0.0037272986955940723, "eta_seconds": 75427.36118282261, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5694980694980695, "fast_rcnn/fg_cls_accuracy": 0.43050193050193053, "iteration": 100159, "loss_box_reg": 0.009654170222347602, "loss_cls": 0.04851317452266812, "loss_rpn_cls": 0.0012135710589973314, "loss_rpn_loc": 0.003664731983008096, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5409661144949496, "total_loss": 0.0634512561266547}
{"data_time": 0.004007137147709727, "eta_seconds": 75416.57359389192, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35099637681159424, "fast_rcnn/fg_cls_accuracy": 0.6281702898550725, "iteration": 100179, "loss_box_reg": 0.01031440036604181, "loss_cls": 0.04446636885404587, "loss_rpn_cls": 0.0011531272135130166, "loss_rpn_loc": 0.002986059134855168, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413304818794131, "total_loss": 0.06030897618811082}
{"data_time": 0.003373540937900543, "eta_seconds": 75379.53192589455, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4021212121212121, "fast_rcnn/fg_cls_accuracy": 0.5442890442890442, "iteration": 100199, "loss_box_reg": 0.009849687136011198, "loss_cls": 0.045881433004979044, "loss_rpn_cls": 0.0008803029850241728, "loss_rpn_loc": 0.002914989225246245, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5370665770024061, "total_loss": 0.06006240263559448}
{"data_time": 0.0036066495813429356, "eta_seconds": 75354.23581807292, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5439909297052155, "fast_rcnn/fg_cls_accuracy": 0.45600907029478455, "iteration": 100219, "loss_box_reg": 0.009153895953204483, "loss_cls": 0.045818698417861015, "loss_rpn_cls": 0.00102316467524588, "loss_rpn_loc": 0.002279076103150146, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351763584185392, "total_loss": 0.06090514244445444}
{"data_time": 0.0036111590452492237, "eta_seconds": 75343.45406149398, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2840501792114696, "fast_rcnn/fg_cls_accuracy": 0.6998207885304659, "iteration": 100239, "loss_box_reg": 0.009141042421106249, "loss_cls": 0.04742975041153841, "loss_rpn_cls": 0.0011404388013147582, "loss_rpn_loc": 0.0018503973660699558, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390677612740546, "total_loss": 0.06251036032739421}
{"data_time": 0.00368708954192698, "eta_seconds": 75347.18042686698, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.48102815177478575, "fast_rcnn/fg_cls_accuracy": 0.5058139534883721, "iteration": 100259, "loss_box_reg": 0.009781124739674851, "loss_cls": 0.04617050412343815, "loss_rpn_cls": 0.0010051396761809883, "loss_rpn_loc": 0.002699235863474314, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417748496402055, "total_loss": 0.059992262681589636}
{"data_time": 0.0038732350803911686, "eta_seconds": 75332.74072295171, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.440018315018315, "fast_rcnn/fg_cls_accuracy": 0.559981684981685, "iteration": 100279, "loss_box_reg": 0.009056508832145482, "loss_cls": 0.04589290975127369, "loss_rpn_cls": 0.0008181862269793783, "loss_rpn_loc": 0.0027865897318406496, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5400355930905789, "total_loss": 0.060214979421019166}
{"data_time": 0.0037210239097476006, "eta_seconds": 75383.15937489225, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4356060606060606, "fast_rcnn/fg_cls_accuracy": 0.5643939393939394, "iteration": 100299, "loss_box_reg": 0.009224675304722041, "loss_cls": 0.04361156903905794, "loss_rpn_cls": 0.0011413940701459069, "loss_rpn_loc": 0.003306327733298531, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422565285116434, "total_loss": 0.05745455777855568}
{"data_time": 0.0033422925043851137, "eta_seconds": 75385.17723806272, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34786324786324785, "fast_rcnn/fg_cls_accuracy": 0.6521367521367522, "iteration": 100319, "loss_box_reg": 0.009204321773722768, "loss_cls": 0.048936438048258424, "loss_rpn_cls": 0.0006543235056142294, "loss_rpn_loc": 0.002465033012413187, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405025077052414, "total_loss": 0.06310985208381226}
{"data_time": 0.0038351714611053467, "eta_seconds": 75382.18671845249, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3221621621621622, "fast_rcnn/fg_cls_accuracy": 0.6753378378378379, "iteration": 100339, "loss_box_reg": 0.009303813538281247, "loss_cls": 0.04540784104028717, "loss_rpn_cls": 0.0011370241626309507, "loss_rpn_loc": 0.0027589732344495133, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364648771937937, "total_loss": 0.05866090582048855}
{"data_time": 0.0035610790364444256, "eta_seconds": 75363.58942662436, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.35520833333333335, "fast_rcnn/fg_cls_accuracy": 0.6324561403508772, "iteration": 100359, "loss_box_reg": 0.009245326480595395, "loss_cls": 0.046525712590664625, "loss_rpn_cls": 0.0006695145947333003, "loss_rpn_loc": 0.0018497313249099534, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392331799957901, "total_loss": 0.06015391852758967}
{"data_time": 0.0036277053877711296, "eta_seconds": 75352.79552090517, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4711021505376344, "fast_rcnn/fg_cls_accuracy": 0.5132404181184669, "iteration": 100379, "loss_box_reg": 0.009100440132897347, "loss_cls": 0.047805199516005814, "loss_rpn_cls": 0.0010080352701606898, "loss_rpn_loc": 0.0024017559007916134, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5411328915506601, "total_loss": 0.06012654540603535}
{"data_time": 0.003853798611089587, "eta_seconds": 75342.00161518599, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3846371882086168, "fast_rcnn/fg_cls_accuracy": 0.6153628117913832, "iteration": 100399, "loss_box_reg": 0.00943997036665678, "loss_cls": 0.04724346078000963, "loss_rpn_cls": 0.0009569185007194392, "loss_rpn_loc": 0.0021568546362686902, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5412423764355481, "total_loss": 0.06016931798308178}
{"data_time": 0.003971484489738941, "eta_seconds": 75331.2077094668, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.36296296296296293, "fast_rcnn/fg_cls_accuracy": 0.6365079365079365, "iteration": 100419, "loss_box_reg": 0.010298604174749926, "loss_cls": 0.04637428431306034, "loss_rpn_cls": 0.0013297723727987432, "loss_rpn_loc": 0.002318395110705751, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5351685611531138, "total_loss": 0.0617466642272575}
{"data_time": 0.003801583545282483, "eta_seconds": 75328.68201923929, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.312900641025641, "fast_rcnn/fg_cls_accuracy": 0.687099358974359, "iteration": 100439, "loss_box_reg": 0.01007595969713293, "loss_cls": 0.04640553466742858, "loss_rpn_cls": 0.0008768550496824901, "loss_rpn_loc": 0.0022985316081758356, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399775740224868, "total_loss": 0.05881625633412568}
{"data_time": 0.003748247167095542, "eta_seconds": 75313.82571853581, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6708333333333334, "iteration": 100459, "loss_box_reg": 0.00880340309231542, "loss_cls": 0.04671522858552635, "loss_rpn_cls": 0.0008083170827148933, "loss_rpn_loc": 0.002455009973346023, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5443402517121285, "total_loss": 0.05818388967114174}
{"data_time": 0.003698980901390314, "eta_seconds": 75287.45538276946, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3643724696356275, "fast_rcnn/fg_cls_accuracy": 0.6190476190476191, "iteration": 100479, "loss_box_reg": 0.008751660818234086, "loss_cls": 0.046469084394630045, "loss_rpn_cls": 0.000555868238052426, "loss_rpn_loc": 0.0020465153284021653, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5310424924828112, "total_loss": 0.05822779821255608}
{"data_time": 0.004112686961889267, "eta_seconds": 75244.81035265815, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25953488372093025, "fast_rcnn/fg_cls_accuracy": 0.7404651162790697, "iteration": 100499, "loss_box_reg": 0.009687644487712532, "loss_cls": 0.04596912069246173, "loss_rpn_cls": 0.0008073472333478549, "loss_rpn_loc": 0.0026196433464065194, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5317813483998179, "total_loss": 0.05932321530531226}
{"data_time": 0.0040265817660838366, "eta_seconds": 75216.69556152658, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4548913043478261, "fast_rcnn/fg_cls_accuracy": 0.5451086956521739, "iteration": 100519, "loss_box_reg": 0.009604508086340502, "loss_cls": 0.04442525445483625, "loss_rpn_cls": 0.0009716093927636393, "loss_rpn_loc": 0.0029878365421609487, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5259081672411412, "total_loss": 0.05915325934620341}
{"data_time": 0.004025355447083712, "eta_seconds": 75202.33406858216, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5283114256825076, "fast_rcnn/fg_cls_accuracy": 0.47168857431749245, "iteration": 100539, "loss_box_reg": 0.00975947777624242, "loss_cls": 0.04614063451299444, "loss_rpn_cls": 0.0014095842105916745, "loss_rpn_loc": 0.0024906036123866215, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5394823853857815, "total_loss": 0.060291861019493354}
{"data_time": 0.0035066804848611355, "eta_seconds": 75195.12511234381, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 100559, "loss_box_reg": 0.01017639780184254, "loss_cls": 0.04926355346105993, "loss_rpn_cls": 0.0015208711627678895, "loss_rpn_loc": 0.0027381589025026187, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5394799385685474, "total_loss": 0.06421345150243951}
{"data_time": 0.0038774991407990456, "eta_seconds": 75170.99107746617, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3055555555555556, "fast_rcnn/fg_cls_accuracy": 0.6944444444444444, "iteration": 100579, "loss_box_reg": 0.008910081029171124, "loss_cls": 0.044997316610533744, "loss_rpn_cls": 0.0007348527786348313, "loss_rpn_loc": 0.002399775738012977, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381700729485601, "total_loss": 0.06049451586567045}
{"data_time": 0.0041558826342225075, "eta_seconds": 75173.55466316105, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37067498581962566, "fast_rcnn/fg_cls_accuracy": 0.6293250141803743, "iteration": 100599, "loss_box_reg": 0.008823996409773827, "loss_cls": 0.044589530560187995, "loss_rpn_cls": 0.0005449148495699774, "loss_rpn_loc": 0.0028019937381031923, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415201555006206, "total_loss": 0.0578617823116474}
{"data_time": 0.004091073991730809, "eta_seconds": 75159.19522169675, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4023809523809524, "fast_rcnn/fg_cls_accuracy": 0.5976190476190476, "iteration": 100619, "loss_box_reg": 0.010399868595413864, "loss_cls": 0.04904207994695753, "loss_rpn_cls": 0.001228394443955949, "loss_rpn_loc": 0.0027405780210756348, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408391514793038, "total_loss": 0.06437440638455882}
{"data_time": 0.003711095778271556, "eta_seconds": 75151.98421397828, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.35448717948717945, "fast_rcnn/fg_cls_accuracy": 0.6363022941970311, "iteration": 100639, "loss_box_reg": 0.009513613273156807, "loss_cls": 0.04517360051977448, "loss_rpn_cls": 0.001280355086862528, "loss_rpn_loc": 0.0024124971314449795, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390387368388474, "total_loss": 0.0591383147657325}
{"data_time": 0.003683960996568203, "eta_seconds": 75134.96207766747, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5607142857142857, "fast_rcnn/fg_cls_accuracy": 0.4392857142857143, "iteration": 100659, "loss_box_reg": 0.009585656778654084, "loss_cls": 0.04668562888400629, "loss_rpn_cls": 0.0009786787938992347, "loss_rpn_loc": 0.0032085079510579817, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5370802003890276, "total_loss": 0.06086105723784385}
{"data_time": 0.003740191226825118, "eta_seconds": 75130.41376479552, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41621621621621624, "fast_rcnn/fg_cls_accuracy": 0.5837837837837838, "iteration": 100679, "loss_box_reg": 0.00988648456404917, "loss_cls": 0.046756411087699234, "loss_rpn_cls": 0.0013400329635260277, "loss_rpn_loc": 0.0020432664023246616, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5463468392845243, "total_loss": 0.06166140176696899}
{"data_time": 0.0037446569185703993, "eta_seconds": 75101.64595772536, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4864864864864865, "fast_rcnn/fg_cls_accuracy": 0.5055555555555555, "iteration": 100699, "loss_box_reg": 0.009315448318375275, "loss_cls": 0.04590321460273117, "loss_rpn_cls": 0.0016513036936203207, "loss_rpn_loc": 0.0028534392549772747, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5355949718505144, "total_loss": 0.06152569617916015}
{"data_time": 0.004404522478580475, "eta_seconds": 75095.50790957292, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.27644787644787644, "fast_rcnn/fg_cls_accuracy": 0.7235521235521236, "iteration": 100719, "loss_box_reg": 0.009241499326890334, "loss_cls": 0.046314252307638526, "loss_rpn_cls": 0.0014670991488401341, "loss_rpn_loc": 0.0023354601144092157, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.537896933965385, "total_loss": 0.061851686896261526}
{"data_time": 0.0037501740735024214, "eta_seconds": 75092.95458234078, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3178294573643411, "fast_rcnn/fg_cls_accuracy": 0.6631229235880398, "iteration": 100739, "loss_box_reg": 0.00893445813562721, "loss_cls": 0.0429168822884094, "loss_rpn_cls": 0.0009628213103383132, "loss_rpn_loc": 0.002721339991694549, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339261600747705, "total_loss": 0.057358353858688815}
{"data_time": 0.003976772306486964, "eta_seconds": 75110.75034215138, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.305622009569378, "fast_rcnn/fg_cls_accuracy": 0.688259109311741, "iteration": 100759, "loss_box_reg": 0.009614043141482398, "loss_cls": 0.044052685087081045, "loss_rpn_cls": 0.0013229013912052778, "loss_rpn_loc": 0.002929500344180269, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5429980573244393, "total_loss": 0.06024948714389211}
{"data_time": 0.0037254421040415764, "eta_seconds": 75099.96174535272, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3975485661424607, "fast_rcnn/fg_cls_accuracy": 0.6024514338575393, "iteration": 100779, "loss_box_reg": 0.010049266595160589, "loss_cls": 0.046108576585538685, "loss_rpn_cls": 0.0010835539719664666, "loss_rpn_loc": 0.0023104004030756187, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.539614835055545, "total_loss": 0.06096920769743974}
{"data_time": 0.0037488124798983335, "eta_seconds": 75107.8870262315, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 100799, "loss_box_reg": 0.010070027405163273, "loss_cls": 0.04490827879635617, "loss_rpn_cls": 0.001428060917021412, "loss_rpn_loc": 0.002617715461383341, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398219022899866, "total_loss": 0.05929337693089565}
{"data_time": 0.004267201293259859, "eta_seconds": 75041.59136107774, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.43968023255813954, "fast_rcnn/fg_cls_accuracy": 0.5603197674418605, "iteration": 100819, "loss_box_reg": 0.009366117126774043, "loss_cls": 0.0442864210344851, "loss_rpn_cls": 0.000966632821246094, "loss_rpn_loc": 0.0024691481739864685, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5332654945086688, "total_loss": 0.056499800424319346}
{"data_time": 0.0037774373777210712, "eta_seconds": 75039.1468558386, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4060077519379845, "fast_rcnn/fg_cls_accuracy": 0.5823643410852714, "iteration": 100839, "loss_box_reg": 0.009795671416213736, "loss_cls": 0.050128278555348516, "loss_rpn_cls": 0.0006688314838356746, "loss_rpn_loc": 0.0024438302280032076, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5447658475022763, "total_loss": 0.06437211583624958}
{"data_time": 0.0036850410979241133, "eta_seconds": 75028.3623476997, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2838827838827839, "fast_rcnn/fg_cls_accuracy": 0.695852534562212, "iteration": 100859, "loss_box_reg": 0.009781996806850657, "loss_cls": 0.04814986453857273, "loss_rpn_cls": 0.0007380388927913373, "loss_rpn_loc": 0.0022193378727024538, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395554434508085, "total_loss": 0.06109077013479691}
{"data_time": 0.003710782388225198, "eta_seconds": 75011.35077505489, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32620431893687707, "fast_rcnn/fg_cls_accuracy": 0.673407482305359, "iteration": 100879, "loss_box_reg": 0.009361661272123456, "loss_cls": 0.04472479911055416, "loss_rpn_cls": 0.001626706207503048, "loss_rpn_loc": 0.003888982175340061, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541140211513266, "total_loss": 0.060473875026104906}
{"data_time": 0.003805272514000535, "eta_seconds": 74998.45812228159, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4861111111111111, "fast_rcnn/fg_cls_accuracy": 0.5138888888888888, "iteration": 100899, "loss_box_reg": 0.00878607708727941, "loss_cls": 0.043240494444034994, "loss_rpn_cls": 0.000726728287190781, "loss_rpn_loc": 0.0035670916513481643, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5445639151148498, "total_loss": 0.05622455845036711}
{"data_time": 0.003990885568782687, "eta_seconds": 74996.00882328302, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.17575757575757578, "fast_rcnn/fg_cls_accuracy": 0.8242424242424242, "iteration": 100919, "loss_box_reg": 0.009505419904598966, "loss_cls": 0.04553629882866517, "loss_rpn_cls": 0.0013322175332177721, "loss_rpn_loc": 0.0023392227994918358, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5360962792765349, "total_loss": 0.06085533015209421}
{"data_time": 0.003740784479305148, "eta_seconds": 74985.22431514412, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2817531305903399, "fast_rcnn/fg_cls_accuracy": 0.7182468694096601, "iteration": 100939, "loss_box_reg": 0.009675436042016372, "loss_cls": 0.0461691741948016, "loss_rpn_cls": 0.0010697063814859575, "loss_rpn_loc": 0.002404865655989852, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423393433447927, "total_loss": 0.06047504312039109}
{"data_time": 0.0040299599058926105, "eta_seconds": 74968.21632330422, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4125874125874126, "fast_rcnn/fg_cls_accuracy": 0.5626262626262626, "iteration": 100959, "loss_box_reg": 0.008356551639735699, "loss_cls": 0.04547414090484381, "loss_rpn_cls": 0.0010233374216568336, "loss_rpn_loc": 0.002378354616666911, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5395360302645713, "total_loss": 0.059002520045282836}
{"data_time": 0.004489229992032051, "eta_seconds": 74957.43271036656, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2532051282051282, "fast_rcnn/fg_cls_accuracy": 0.7280219780219781, "iteration": 100979, "loss_box_reg": 0.009999377449275926, "loss_cls": 0.046146524749929085, "loss_rpn_cls": 0.0011334265914229036, "loss_rpn_loc": 0.002473384127370082, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5380591510329396, "total_loss": 0.06024231728451923}
{"data_time": 0.004056207602843642, "eta_seconds": 74944.54157378641, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33965517241379306, "fast_rcnn/fg_cls_accuracy": 0.647844827586207, "iteration": 100999, "loss_box_reg": 0.009177911386359483, "loss_cls": 0.04770073981489986, "loss_rpn_cls": 0.0010036392970675934, "loss_rpn_loc": 0.002458221515553305, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.544361935229972, "total_loss": 0.06167441172442523}
{"data_time": 0.003697836073115468, "eta_seconds": 74965.8638314465, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.46621621621621623, "fast_rcnn/fg_cls_accuracy": 0.5337837837837838, "iteration": 101019, "loss_box_reg": 0.009377941547427326, "loss_cls": 0.04827138618566096, "loss_rpn_cls": 0.001200301386859337, "loss_rpn_loc": 0.0023664508444198873, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5467065919656307, "total_loss": 0.062205049485328345}
{"data_time": 0.003461195155978203, "eta_seconds": 74922.97495438834, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.23930481283422458, "fast_rcnn/fg_cls_accuracy": 0.7606951871657754, "iteration": 101039, "loss_box_reg": 0.00993420835584402, "loss_cls": 0.041200206673238426, "loss_rpn_cls": 0.0008364605642441347, "loss_rpn_loc": 0.0025658721933723427, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5344668009784073, "total_loss": 0.05460500928307965}
{"data_time": 0.0039383715484291315, "eta_seconds": 74871.1646591248, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38278388278388276, "fast_rcnn/fg_cls_accuracy": 0.6172161172161172, "iteration": 101059, "loss_box_reg": 0.010072328528622165, "loss_cls": 0.04329142888309434, "loss_rpn_cls": 0.0011405503857986332, "loss_rpn_loc": 0.0023620006522833137, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5329160534311086, "total_loss": 0.05653821887472077}
{"data_time": 0.003619728609919548, "eta_seconds": 74851.0324151516, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.37898936170212766, "fast_rcnn/fg_cls_accuracy": 0.6210106382978724, "iteration": 101079, "loss_box_reg": 0.010099744918989018, "loss_cls": 0.04809381382074207, "loss_rpn_cls": 0.000877814196712734, "loss_rpn_loc": 0.002214211865066318, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5335719126742333, "total_loss": 0.06297299854043104}
{"data_time": 0.0036871039774268866, "eta_seconds": 74826.18721265788, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23273273273273273, "fast_rcnn/fg_cls_accuracy": 0.7672672672672673, "iteration": 101099, "loss_box_reg": 0.009307384578278288, "loss_cls": 0.04783525364473462, "loss_rpn_cls": 0.0007577626611237065, "loss_rpn_loc": 0.0024203220855270047, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5311515110079199, "total_loss": 0.061210860193909866}
{"data_time": 0.004110903013497591, "eta_seconds": 74801.06089272234, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.38819875776397517, "fast_rcnn/fg_cls_accuracy": 0.6118012422360248, "iteration": 101119, "loss_box_reg": 0.008915379614336416, "loss_cls": 0.045758503838442266, "loss_rpn_cls": 0.0016232292823588068, "loss_rpn_loc": 0.0026297351923858514, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5405811010859907, "total_loss": 0.05826691515699167}
{"data_time": 0.0035811620764434338, "eta_seconds": 74790.2889281062, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.27195121951219514, "fast_rcnn/fg_cls_accuracy": 0.69375, "iteration": 101139, "loss_box_reg": 0.009712512692203745, "loss_cls": 0.04581078374758363, "loss_rpn_cls": 0.0013756235863411348, "loss_rpn_loc": 0.0030227492898120545, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363788094837219, "total_loss": 0.06011714671467416}
{"data_time": 0.0038023998495191336, "eta_seconds": 74764.12624871451, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21546732837055416, "fast_rcnn/fg_cls_accuracy": 0.7845326716294458, "iteration": 101159, "loss_box_reg": 0.009058038791408762, "loss_cls": 0.046934877638705075, "loss_rpn_cls": 0.0010416453607149379, "loss_rpn_loc": 0.0022968748744460754, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5302790489513427, "total_loss": 0.05867704793706707}
{"data_time": 0.004190058447420597, "eta_seconds": 74703.63587034936, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3621794871794872, "fast_rcnn/fg_cls_accuracy": 0.6295045045045045, "iteration": 101179, "loss_box_reg": 0.010326593444915488, "loss_cls": 0.04551824100781232, "loss_rpn_cls": 0.0011496441688336745, "loss_rpn_loc": 0.0025491865490039345, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349754043854773, "total_loss": 0.05922728520937426}
{"data_time": 0.0038119459059089422, "eta_seconds": 74726.66501035262, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3001638001638002, "fast_rcnn/fg_cls_accuracy": 0.6998361998361999, "iteration": 101199, "loss_box_reg": 0.00993706050212495, "loss_cls": 0.0477841473184526, "loss_rpn_cls": 0.0009313807117905526, "loss_rpn_loc": 0.002682209207705455, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5419919406995177, "total_loss": 0.062106870926527336}
{"data_time": 0.003219504375010729, "eta_seconds": 74721.97188116121, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.2482051282051282, "fast_rcnn/fg_cls_accuracy": 0.7517948717948718, "iteration": 101219, "loss_box_reg": 0.009002489590784535, "loss_cls": 0.04702633002307266, "loss_rpn_cls": 0.0010961824905280082, "loss_rpn_loc": 0.002299379339092411, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5366641690488905, "total_loss": 0.0604893711126806}
{"data_time": 0.003771065501496196, "eta_seconds": 74711.20355237252, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28415697674418605, "fast_rcnn/fg_cls_accuracy": 0.715843023255814, "iteration": 101239, "loss_box_reg": 0.009567617787979543, "loss_cls": 0.047322329017333686, "loss_rpn_cls": 0.0009396317187793102, "loss_rpn_loc": 0.002351543424083502, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5398443366866559, "total_loss": 0.06069186582783459}
{"data_time": 0.0041213370859622955, "eta_seconds": 74681.18674182077, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.49443561208267095, "fast_rcnn/fg_cls_accuracy": 0.505564387917329, "iteration": 101259, "loss_box_reg": 0.00952999890432693, "loss_cls": 0.046347964904271066, "loss_rpn_cls": 0.0011498238958438378, "loss_rpn_loc": 0.0023023755820759106, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5378088550642133, "total_loss": 0.06023572736683036}
{"data_time": 0.003847479587420821, "eta_seconds": 74649.82294876664, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29910714285714285, "fast_rcnn/fg_cls_accuracy": 0.6192691029900332, "iteration": 101279, "loss_box_reg": 0.009838043886702508, "loss_cls": 0.046738528850255534, "loss_rpn_cls": 0.001063393091328635, "loss_rpn_loc": 0.003003275403898442, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.534794268431142, "total_loss": 0.06169946174765073}
{"data_time": 0.0038928925059735775, "eta_seconds": 74625.18143949867, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 101299, "loss_box_reg": 0.009301039361162111, "loss_cls": 0.04505582805722952, "loss_rpn_cls": 0.0008437321001935061, "loss_rpn_loc": 0.002109343153279042, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542526388540864, "total_loss": 0.05798100469797873}
{"data_time": 0.004473725566640496, "eta_seconds": 74648.89007966244, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.29563492063492064, "fast_rcnn/fg_cls_accuracy": 0.6805555555555556, "iteration": 101319, "loss_box_reg": 0.009099700604565442, "loss_cls": 0.04636801243759692, "loss_rpn_cls": 0.0010548956900251483, "loss_rpn_loc": 0.002273719077493297, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5476598381064832, "total_loss": 0.05864552941346801}
{"data_time": 0.00363016570918262, "eta_seconds": 74638.12452560966, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.40741662518666, "fast_rcnn/fg_cls_accuracy": 0.59258337481334, "iteration": 101339, "loss_box_reg": 0.009474706486798823, "loss_cls": 0.04349814128363505, "loss_rpn_cls": 0.0007312339026839254, "loss_rpn_loc": 0.0027007742573914584, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395901689771563, "total_loss": 0.057960386080708304}
{"data_time": 0.0035358623135834932, "eta_seconds": 74589.03394958377, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3807017543859649, "fast_rcnn/fg_cls_accuracy": 0.619298245614035, "iteration": 101359, "loss_box_reg": 0.01047976454719901, "loss_cls": 0.04719207959715277, "loss_rpn_cls": 0.0009484886418604788, "loss_rpn_loc": 0.002103462706145365, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5324932509101927, "total_loss": 0.06150426294019695}
{"data_time": 0.003648632438853383, "eta_seconds": 74575.3820002391, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2764227642276423, "fast_rcnn/fg_cls_accuracy": 0.6933333333333334, "iteration": 101379, "loss_box_reg": 0.011022172489902005, "loss_cls": 0.045920011238195, "loss_rpn_cls": 0.0007383173596053894, "loss_rpn_loc": 0.0029532736880355515, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5457315435633063, "total_loss": 0.06029079446011565}
{"data_time": 0.0036902304273098707, "eta_seconds": 74554.60583615606, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.41883116883116883, "fast_rcnn/fg_cls_accuracy": 0.5296167247386759, "iteration": 101399, "loss_box_reg": 0.009756005078088492, "loss_cls": 0.0483286387170665, "loss_rpn_cls": 0.00103934856451815, "loss_rpn_loc": 0.00252900517625676, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364581232424825, "total_loss": 0.06300999632753701}
{"data_time": 0.0039343503303825855, "eta_seconds": 74553.86278395867, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.49116161616161613, "fast_rcnn/fg_cls_accuracy": 0.5024570024570024, "iteration": 101419, "loss_box_reg": 0.009355179267004132, "loss_cls": 0.04897855705348775, "loss_rpn_cls": 0.0008228086289534531, "loss_rpn_loc": 0.002037422567809699, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382236619479954, "total_loss": 0.06272569314535303}
{"data_time": 0.00364163750782609, "eta_seconds": 74533.0895106357, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.47969924812030074, "fast_rcnn/fg_cls_accuracy": 0.5203007518796992, "iteration": 101439, "loss_box_reg": 0.009871442569419742, "loss_cls": 0.04687836329685524, "loss_rpn_cls": 0.000669483148612926, "loss_rpn_loc": 0.002273102552862838, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365919198375195, "total_loss": 0.062299663760796875}
{"data_time": 0.004107892978936434, "eta_seconds": 74528.7099918183, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.45121951219512196, "fast_rcnn/fg_cls_accuracy": 0.5487804878048781, "iteration": 101459, "loss_box_reg": 0.009519000974250957, "loss_cls": 0.04495417312136851, "loss_rpn_cls": 0.000880825157196341, "loss_rpn_loc": 0.002194370132201584, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5417278308887035, "total_loss": 0.05971594910647582}
{"data_time": 0.004016554448753595, "eta_seconds": 74536.78906912496, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.26666666666666666, "fast_rcnn/fg_cls_accuracy": 0.6944444444444444, "iteration": 101479, "loss_box_reg": 0.009820014500292018, "loss_cls": 0.043545688851736486, "loss_rpn_cls": 0.000833945546958148, "loss_rpn_loc": 0.0031619004912499804, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5463789061177522, "total_loss": 0.05874209807481634}
{"data_time": 0.004033814882859588, "eta_seconds": 74537.16660375637, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.14787581699346405, "fast_rcnn/fg_cls_accuracy": 0.852124183006536, "iteration": 101499, "loss_box_reg": 0.009477546089328825, "loss_cls": 0.04765880247578025, "loss_rpn_cls": 0.0009099332387449977, "loss_rpn_loc": 0.002720202104683267, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367299350909889, "total_loss": 0.060788083668001036}
{"data_time": 0.003663478884845972, "eta_seconds": 74577.55227204366, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4029692470837752, "fast_rcnn/fg_cls_accuracy": 0.5384615384615384, "iteration": 101519, "loss_box_reg": 0.009366005921037868, "loss_cls": 0.047565878252498806, "loss_rpn_cls": 0.0006587848569665766, "loss_rpn_loc": 0.0023533279600087553, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5478887869976461, "total_loss": 0.06307821224606869}
{"data_time": 0.0036184259224683046, "eta_seconds": 74566.78147283336, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.323015873015873, "fast_rcnn/fg_cls_accuracy": 0.6234126984126984, "iteration": 101539, "loss_box_reg": 0.008937545353546739, "loss_cls": 0.04942432278767228, "loss_rpn_cls": 0.0010966303505028918, "loss_rpn_loc": 0.002415414302959107, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5377151670400053, "total_loss": 0.06309670912474985}
{"data_time": 0.0034538344480097294, "eta_seconds": 74538.91029175348, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.45818815331010454, "fast_rcnn/fg_cls_accuracy": 0.5418118466898955, "iteration": 101559, "loss_box_reg": 0.009520301828160882, "loss_cls": 0.0467977796215564, "loss_rpn_cls": 0.00082197574397469, "loss_rpn_loc": 0.0021331672614905983, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5343665359541774, "total_loss": 0.058871268167081325}
{"data_time": 0.003647729055956006, "eta_seconds": 74552.96550091612, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.39888337468982626, "fast_rcnn/fg_cls_accuracy": 0.5373641304347826, "iteration": 101579, "loss_box_reg": 0.010135458840522915, "loss_cls": 0.04814801923930645, "loss_rpn_cls": 0.000969479033983589, "loss_rpn_loc": 0.0032359776414523367, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5398375559598207, "total_loss": 0.06393628650494065}
{"data_time": 0.003883450524881482, "eta_seconds": 74526.98440813646, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.31853281853281856, "fast_rcnn/fg_cls_accuracy": 0.6696428571428572, "iteration": 101599, "loss_box_reg": 0.00921042388654314, "loss_cls": 0.045478816551622, "loss_rpn_cls": 0.0009996843286899093, "loss_rpn_loc": 0.002372022772760829, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5425194210838526, "total_loss": 0.05991029262042957}
{"data_time": 0.003982789581641555, "eta_seconds": 74516.21469051763, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43060765191297823, "fast_rcnn/fg_cls_accuracy": 0.5693923480870218, "iteration": 101619, "loss_box_reg": 0.009502348402747884, "loss_cls": 0.04669156135059893, "loss_rpn_cls": 0.0009492184555028871, "loss_rpn_loc": 0.00230815632858139, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5417198420036584, "total_loss": 0.059630195698559874}
{"data_time": 0.0037020088639110327, "eta_seconds": 74483.98258618498, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19378389653733835, "fast_rcnn/fg_cls_accuracy": 0.7901658090337336, "iteration": 101639, "loss_box_reg": 0.009505566413281485, "loss_cls": 0.04594622668810189, "loss_rpn_cls": 0.0013450395987320007, "loss_rpn_loc": 0.0021080119149701204, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5337485417257994, "total_loss": 0.06007741344944861}
{"data_time": 0.003997310297563672, "eta_seconds": 74473.21597094135, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2105911330049261, "fast_rcnn/fg_cls_accuracy": 0.7894088669950738, "iteration": 101659, "loss_box_reg": 0.009593738941475749, "loss_cls": 0.04842777643352747, "loss_rpn_cls": 0.0014102817226557818, "loss_rpn_loc": 0.0029164949010009877, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374513796996325, "total_loss": 0.06375844945614517}
{"data_time": 0.003523150458931923, "eta_seconds": 74450.77990182512, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2583333333333333, "fast_rcnn/fg_cls_accuracy": 0.7098039215686274, "iteration": 101679, "loss_box_reg": 0.00986007446772419, "loss_cls": 0.045870401605498046, "loss_rpn_cls": 0.0009896635795030306, "loss_rpn_loc": 0.0020510909707809333, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378557168878615, "total_loss": 0.05970992325063662}
{"data_time": 0.0037536451127380133, "eta_seconds": 74447.26570454566, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5378787878787878, "fast_rcnn/fg_cls_accuracy": 0.46212121212121215, "iteration": 101699, "loss_box_reg": 0.009358253388199955, "loss_cls": 0.04845733754336834, "loss_rpn_cls": 0.0012983112467281899, "loss_rpn_loc": 0.002030889707384631, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5384009308181703, "total_loss": 0.0615419403325177}
{"data_time": 0.003412466961890459, "eta_seconds": 74429.25004593865, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.25357142857142856, "fast_rcnn/fg_cls_accuracy": 0.7409937888198758, "iteration": 101719, "loss_box_reg": 0.010543537326157093, "loss_cls": 0.047416170593351126, "loss_rpn_cls": 0.0009579815276765657, "loss_rpn_loc": 0.002929953538114205, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5357392814476043, "total_loss": 0.06195074843310522}
{"data_time": 0.004001333378255367, "eta_seconds": 74430.14950996684, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 101739, "loss_box_reg": 0.00942593943909742, "loss_cls": 0.0462696710601449, "loss_rpn_cls": 0.0007289711207647542, "loss_rpn_loc": 0.0029293787774804514, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423755904193968, "total_loss": 0.061347306894901976}
{"data_time": 0.0038156569935381413, "eta_seconds": 74419.38289472321, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.12310606060606061, "fast_rcnn/fg_cls_accuracy": 0.8768939393939394, "iteration": 101759, "loss_box_reg": 0.009324063285021111, "loss_cls": 0.045383498538285494, "loss_rpn_cls": 0.0012744823639536662, "loss_rpn_loc": 0.003025781024916796, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5441556139849126, "total_loss": 0.06095874590647554}
{"data_time": 0.0036857272498309612, "eta_seconds": 74424.00713606761, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23128342245989303, "fast_rcnn/fg_cls_accuracy": 0.6905615292712066, "iteration": 101779, "loss_box_reg": 0.009282401646487415, "loss_cls": 0.046269476297311485, "loss_rpn_cls": 0.0007554299463663483, "loss_rpn_loc": 0.0029790171611239202, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418497077189386, "total_loss": 0.05844432059203086}
{"data_time": 0.003539003198966384, "eta_seconds": 74395.68933608942, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.28409090909090906, "fast_rcnn/fg_cls_accuracy": 0.7159090909090909, "iteration": 101799, "loss_box_reg": 0.010571800055913627, "loss_cls": 0.04662756435573101, "loss_rpn_cls": 0.0008357588747003319, "loss_rpn_loc": 0.0022208115060493583, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383781688287854, "total_loss": 0.06009800269339394}
{"data_time": 0.003555587027221918, "eta_seconds": 74426.79557343246, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.4739157762413576, "fast_rcnn/fg_cls_accuracy": 0.5260842237586424, "iteration": 101819, "loss_box_reg": 0.009074837493244559, "loss_cls": 0.047083968529477715, "loss_rpn_cls": 0.0011226079350876716, "loss_rpn_loc": 0.002206874130934011, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5395159535109997, "total_loss": 0.06033668738569986}
{"data_time": 0.003735868725925684, "eta_seconds": 74374.15673087351, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3284313725490196, "fast_rcnn/fg_cls_accuracy": 0.6715686274509804, "iteration": 101839, "loss_box_reg": 0.009223229775670916, "loss_cls": 0.044459293712861836, "loss_rpn_cls": 0.0007462057120619647, "loss_rpn_loc": 0.0022790608236391563, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5372203642036766, "total_loss": 0.058064133449079236}
{"data_time": 0.003808608977124095, "eta_seconds": 74365.54981850507, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3438423645320197, "fast_rcnn/fg_cls_accuracy": 0.6561576354679803, "iteration": 101859, "loss_box_reg": 0.009286584274377674, "loss_cls": 0.0462038463447243, "loss_rpn_cls": 0.000831158624237105, "loss_rpn_loc": 0.0024194166471716017, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.540771346539259, "total_loss": 0.06030746631074635}
{"data_time": 0.0038955574855208397, "eta_seconds": 74352.6241256576, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3060271646859083, "fast_rcnn/fg_cls_accuracy": 0.6939728353140917, "iteration": 101879, "loss_box_reg": 0.00953861209563911, "loss_cls": 0.04635001521091908, "loss_rpn_cls": 0.0008783556243088242, "loss_rpn_loc": 0.002307889659277862, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5408097670879215, "total_loss": 0.059616990978810236}
{"data_time": 0.003718846244737506, "eta_seconds": 74341.85782304965, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4487394957983193, "fast_rcnn/fg_cls_accuracy": 0.5512605042016807, "iteration": 101899, "loss_box_reg": 0.010593645420158282, "loss_cls": 0.04766182671301067, "loss_rpn_cls": 0.0012695146813257452, "loss_rpn_loc": 0.0026148810393351596, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5421058654319495, "total_loss": 0.062136098159385256}
{"data_time": 0.0037342074792832136, "eta_seconds": 74321.60076650628, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.44505494505494503, "fast_rcnn/fg_cls_accuracy": 0.554945054945055, "iteration": 101919, "loss_box_reg": 0.009060911688720807, "loss_cls": 0.046657913422677666, "loss_rpn_cls": 0.0014094594580456032, "loss_rpn_loc": 0.0020005669375677826, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.529703551903367, "total_loss": 0.05992399815187355}
{"data_time": 0.003932861844077706, "eta_seconds": 74316.1636515141, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.25677655677655675, "fast_rcnn/fg_cls_accuracy": 0.7432234432234432, "iteration": 101939, "loss_box_reg": 0.009165782190393656, "loss_cls": 0.042771643376909196, "loss_rpn_cls": 0.001067797073147858, "loss_rpn_loc": 0.0023589913889736636, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398747040890157, "total_loss": 0.05674966940375725}
{"data_time": 0.003769735572859645, "eta_seconds": 74272.32047296455, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.47580645161290325, "fast_rcnn/fg_cls_accuracy": 0.5241935483870968, "iteration": 101959, "loss_box_reg": 0.009402759809745476, "loss_cls": 0.047400408424437046, "loss_rpn_cls": 0.0012952296971207033, "loss_rpn_loc": 0.0022622215910814703, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5319734031800181, "total_loss": 0.06093661499346581}
{"data_time": 0.0039647717494517565, "eta_seconds": 74261.55956562934, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.381578947368421, "fast_rcnn/fg_cls_accuracy": 0.5645363408521303, "iteration": 101979, "loss_box_reg": 0.010004486131947488, "loss_cls": 0.04818403022363782, "loss_rpn_cls": 0.0010572498164265198, "loss_rpn_loc": 0.0031659197120461613, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5350100118666887, "total_loss": 0.06390446240902747}
{"data_time": 0.0038444155361503363, "eta_seconds": 74259.2198036944, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4023809523809524, "fast_rcnn/fg_cls_accuracy": 0.5976190476190476, "iteration": 101999, "loss_box_reg": 0.009720447153085843, "loss_cls": 0.047237698920071125, "loss_rpn_cls": 0.0010477201096819044, "loss_rpn_loc": 0.0020717265069833957, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5441791536286473, "total_loss": 0.06161380147318596}
{"data_time": 0.004568383330479264, "eta_seconds": 74257.31789050554, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4253968253968254, "fast_rcnn/fg_cls_accuracy": 0.5746031746031746, "iteration": 102019, "loss_box_reg": 0.00954689018544741, "loss_cls": 0.04550265206489712, "loss_rpn_cls": 0.0009526573430775898, "loss_rpn_loc": 0.002053619893558789, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5421336083672941, "total_loss": 0.059892120269267934}
{"data_time": 0.00396311329677701, "eta_seconds": 74264.49751116685, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.42105263157894735, "fast_rcnn/fg_cls_accuracy": 0.5789473684210527, "iteration": 102039, "loss_box_reg": 0.010224135068710893, "loss_cls": 0.04753978969529271, "loss_rpn_cls": 0.0009197578225439429, "loss_rpn_loc": 0.00217117412648804, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.539608407067135, "total_loss": 0.06262073700838755}
{"data_time": 0.0038797829765826464, "eta_seconds": 74256.42922050599, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4646825396825397, "fast_rcnn/fg_cls_accuracy": 0.5353174603174603, "iteration": 102059, "loss_box_reg": 0.009576388460118324, "loss_cls": 0.047552380012348294, "loss_rpn_cls": 0.0013375326461755321, "loss_rpn_loc": 0.00269602429762017, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5394596420228481, "total_loss": 0.0609221335246275}
{"data_time": 0.004211447900161147, "eta_seconds": 74291.0709617699, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5077702702702702, "fast_rcnn/fg_cls_accuracy": 0.4922297297297298, "iteration": 102079, "loss_box_reg": 0.009319869510363787, "loss_cls": 0.04497986857313663, "loss_rpn_cls": 0.0006457294302890659, "loss_rpn_loc": 0.0021132572983333375, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413088630884886, "total_loss": 0.05714579699588285}
{"data_time": 0.003949703415855765, "eta_seconds": 74319.08912911057, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.27545068928950156, "fast_rcnn/fg_cls_accuracy": 0.720020325203252, "iteration": 102099, "loss_box_reg": 0.008975558710517362, "loss_cls": 0.045668668346479535, "loss_rpn_cls": 0.0015404515503405491, "loss_rpn_loc": 0.0024711638325243257, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444144310895354, "total_loss": 0.058040689206791285}
{"data_time": 0.00476651662029326, "eta_seconds": 74317.25901102717, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44883203559510565, "fast_rcnn/fg_cls_accuracy": 0.5511679644048944, "iteration": 102119, "loss_box_reg": 0.00899836394819431, "loss_cls": 0.04535920883063227, "loss_rpn_cls": 0.0009994927136176557, "loss_rpn_loc": 0.002750100995399407, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408409244846553, "total_loss": 0.05798004794760914}
{"data_time": 0.004868626827374101, "eta_seconds": 74367.16186377546, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3269817073170732, "fast_rcnn/fg_cls_accuracy": 0.6730182926829269, "iteration": 102139, "loss_box_reg": 0.00938404951011762, "loss_cls": 0.04892900900449604, "loss_rpn_cls": 0.0011006284271388722, "loss_rpn_loc": 0.00256220978917554, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5489261674229056, "total_loss": 0.06099955542413227}
{"data_time": 0.004583882633596659, "eta_seconds": 74389.69157657074, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4184491978609626, "fast_rcnn/fg_cls_accuracy": 0.5419580419580419, "iteration": 102159, "loss_box_reg": 0.009112835134146735, "loss_cls": 0.04712632775772363, "loss_rpn_cls": 0.0007860092753730896, "loss_rpn_loc": 0.002074080752208829, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.55162588134408, "total_loss": 0.05901720168162683}
{"data_time": 0.004344257526099682, "eta_seconds": 74411.69007897121, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3884863123993558, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 102179, "loss_box_reg": 0.009199330117553473, "loss_cls": 0.04797946976032108, "loss_rpn_cls": 0.0009201770837989898, "loss_rpn_loc": 0.0021633373416989343, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418295187409967, "total_loss": 0.06151011129458084}
{"data_time": 0.0044534283224493265, "eta_seconds": 74412.08280392224, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.30833333333333335, "fast_rcnn/fg_cls_accuracy": 0.6291666666666667, "iteration": 102199, "loss_box_reg": 0.010014232801040635, "loss_cls": 0.044452614267356694, "loss_rpn_cls": 0.000574518645862554, "loss_rpn_loc": 0.0025151282043225365, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5447076584678143, "total_loss": 0.05860018695759095}
{"data_time": 0.0049517955631017685, "eta_seconds": 74409.31352668558, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3127705627705628, "fast_rcnn/fg_cls_accuracy": 0.6872294372294372, "iteration": 102219, "loss_box_reg": 0.009014869909151457, "loss_cls": 0.04376762907486409, "loss_rpn_cls": 0.0006425588187539688, "loss_rpn_loc": 0.001966638772501028, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5497078301850706, "total_loss": 0.05677712836353521}
{"data_time": 0.004336271435022354, "eta_seconds": 74401.17221316067, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3321428571428572, "fast_rcnn/fg_cls_accuracy": 0.6678571428571429, "iteration": 102239, "loss_box_reg": 0.008683539606863633, "loss_cls": 0.045246890280395746, "loss_rpn_cls": 0.001012602214814251, "loss_rpn_loc": 0.0034082452075381298, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5448615129571408, "total_loss": 0.05790234546498141}
{"data_time": 0.004087977577000856, "eta_seconds": 74418.56076843012, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4392857142857143, "fast_rcnn/fg_cls_accuracy": 0.5607142857142857, "iteration": 102259, "loss_box_reg": 0.010097122692968696, "loss_cls": 0.047236145357601345, "loss_rpn_cls": 0.001080303761000323, "loss_rpn_loc": 0.0031456567376153544, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5458163050934672, "total_loss": 0.062425268249512555}
{"data_time": 0.004596095997840166, "eta_seconds": 74444.8734462834, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35357142857142854, "fast_rcnn/fg_cls_accuracy": 0.6464285714285714, "iteration": 102279, "loss_box_reg": 0.009818714810535312, "loss_cls": 0.048058995977044106, "loss_rpn_cls": 0.0009840013117354829, "loss_rpn_loc": 0.00222258677604259, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5461121264379472, "total_loss": 0.060460947088813555}
{"data_time": 0.004300166619941592, "eta_seconds": 74438.60452880501, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28501228501228504, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 102299, "loss_box_reg": 0.009893343172734603, "loss_cls": 0.046298739791382104, "loss_rpn_cls": 0.0010691099073483201, "loss_rpn_loc": 0.002159322531952057, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 253.25, "rpn/num_pos_anchors": 2.75, "time": 0.5469027680810541, "total_loss": 0.0628474914826711}
{"data_time": 0.005102930124849081, "eta_seconds": 74423.25150817772, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2687617260787992, "fast_rcnn/fg_cls_accuracy": 0.7312382739212007, "iteration": 102319, "loss_box_reg": 0.009881212201435119, "loss_cls": 0.0469932978739962, "loss_rpn_cls": 0.0008756205644573356, "loss_rpn_loc": 0.0025948009824787732, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5440651094540954, "total_loss": 0.062185083551469233}
{"data_time": 0.004542645299807191, "eta_seconds": 74419.07373443688, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32426470588235295, "fast_rcnn/fg_cls_accuracy": 0.6757352941176471, "iteration": 102339, "loss_box_reg": 0.008960996725363657, "loss_cls": 0.0455837466288358, "loss_rpn_cls": 0.001519789536814642, "loss_rpn_loc": 0.0020750890544150025, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5494854100979865, "total_loss": 0.05875882877251115}
{"data_time": 0.00493227131664753, "eta_seconds": 74490.55636384734, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3639566395663957, "fast_rcnn/fg_cls_accuracy": 0.6360433604336044, "iteration": 102359, "loss_box_reg": 0.009444219438591972, "loss_cls": 0.04661960178054869, "loss_rpn_cls": 0.0008256809327349401, "loss_rpn_loc": 0.002604216326290043, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5510562933050096, "total_loss": 0.06084310364440171}
{"data_time": 0.004353230586275458, "eta_seconds": 74504.29200084391, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34879032258064513, "fast_rcnn/fg_cls_accuracy": 0.6037489102005231, "iteration": 102379, "loss_box_reg": 0.00969183178676758, "loss_cls": 0.04593828145880252, "loss_rpn_cls": 0.0009541977486833275, "loss_rpn_loc": 0.0026451724879734684, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5429782373830676, "total_loss": 0.05964817776546738}
{"data_time": 0.0042459608521312475, "eta_seconds": 74534.3358413789, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.287593984962406, "fast_rcnn/fg_cls_accuracy": 0.7124060150375939, "iteration": 102399, "loss_box_reg": 0.009078336152015254, "loss_cls": 0.04728231063927524, "loss_rpn_cls": 0.0010063165378824124, "loss_rpn_loc": 0.002003837980737444, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5492693800479174, "total_loss": 0.05892128722848611}
{"data_time": 0.004810234531760216, "eta_seconds": 74523.50244106329, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3873355263157895, "fast_rcnn/fg_cls_accuracy": 0.6126644736842105, "iteration": 102419, "loss_box_reg": 0.009320263867266476, "loss_cls": 0.04694416467100382, "loss_rpn_cls": 0.0009602879249541729, "loss_rpn_loc": 0.0023944843305798713, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5386367973405868, "total_loss": 0.05962929122790683}
{"data_time": 0.00430486211553216, "eta_seconds": 74524.44736268115, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 102439, "loss_box_reg": 0.009533849195577204, "loss_cls": 0.04477773705730215, "loss_rpn_cls": 0.0007756885236176458, "loss_rpn_loc": 0.002839397253410425, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5444376093801111, "total_loss": 0.05854935156486363}
{"data_time": 0.004774195607751608, "eta_seconds": 74530.17756430688, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4092244418331375, "fast_rcnn/fg_cls_accuracy": 0.5907755581668626, "iteration": 102459, "loss_box_reg": 0.00979271248797886, "loss_cls": 0.04526357108261436, "loss_rpn_cls": 0.0013607603099217158, "loss_rpn_loc": 0.002531996535253711, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5528558769728988, "total_loss": 0.0609220097180696}
{"data_time": 0.004295731661841273, "eta_seconds": 74521.63046524953, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3543554006968641, "fast_rcnn/fg_cls_accuracy": 0.6456445993031359, "iteration": 102479, "loss_box_reg": 0.009825985616771504, "loss_cls": 0.04794170905370265, "loss_rpn_cls": 0.0010154990880977266, "loss_rpn_loc": 0.0024041648630372947, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5483559742569923, "total_loss": 0.06242772709923372}
{"data_time": 0.004520986927673221, "eta_seconds": 74572.32664947747, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43308823529411766, "fast_rcnn/fg_cls_accuracy": 0.5508403361344538, "iteration": 102499, "loss_box_reg": 0.009946127858711407, "loss_cls": 0.046992368588689715, "loss_rpn_cls": 0.0009486222575105785, "loss_rpn_loc": 0.0023324635876633693, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5523961645085365, "total_loss": 0.06330418800098414}
{"data_time": 0.004441956290975213, "eta_seconds": 74561.47984448704, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28501228501228504, "fast_rcnn/fg_cls_accuracy": 0.6900610287707062, "iteration": 102519, "loss_box_reg": 0.00907664725673385, "loss_cls": 0.04491581209003925, "loss_rpn_cls": 0.001123808973488849, "loss_rpn_loc": 0.002873589686714695, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5470042182132602, "total_loss": 0.0576465629779932}
{"data_time": 0.0038991677574813366, "eta_seconds": 74564.51763436175, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.30332056194125157, "fast_rcnn/fg_cls_accuracy": 0.6743730407523512, "iteration": 102539, "loss_box_reg": 0.009353136469144374, "loss_cls": 0.044558394816704094, "loss_rpn_cls": 0.0006356386493280297, "loss_rpn_loc": 0.002148491192201618, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5475843397434801, "total_loss": 0.057517594905903024}
{"data_time": 0.0038742790929973125, "eta_seconds": 74533.06879048189, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4400921658986175, "fast_rcnn/fg_cls_accuracy": 0.5420506912442395, "iteration": 102559, "loss_box_reg": 0.009247591980965808, "loss_cls": 0.04446793580427766, "loss_rpn_cls": 0.0007785343885871043, "loss_rpn_loc": 0.00232825345301535, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.537764320615679, "total_loss": 0.058147676564260564}
{"data_time": 0.00409338460303843, "eta_seconds": 74522.22296299366, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4196838347781744, "fast_rcnn/fg_cls_accuracy": 0.5803161652218256, "iteration": 102579, "loss_box_reg": 0.009772862569661811, "loss_cls": 0.04407488624565303, "loss_rpn_cls": 0.0006660167515235571, "loss_rpn_loc": 0.0020826093714276794, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.535935231950134, "total_loss": 0.059001693923136145}
{"data_time": 0.004075845470651984, "eta_seconds": 74518.0926245253, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35193236714975845, "fast_rcnn/fg_cls_accuracy": 0.6444444444444444, "iteration": 102599, "loss_box_reg": 0.010350854528951459, "loss_cls": 0.04936137801269069, "loss_rpn_cls": 0.0010019462489481157, "loss_rpn_loc": 0.0024496484165865695, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5450300939846784, "total_loss": 0.06440256880728157}
{"data_time": 0.0044153796043246984, "eta_seconds": 74513.50449134619, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5777173913043478, "fast_rcnn/fg_cls_accuracy": 0.42228260869565215, "iteration": 102619, "loss_box_reg": 0.008884377893991768, "loss_cls": 0.04717908671591431, "loss_rpn_cls": 0.0009066901072856126, "loss_rpn_loc": 0.0026737641164800152, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5446505269501358, "total_loss": 0.0629855312428731}
{"data_time": 0.004392998525872827, "eta_seconds": 74523.78871866711, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4512820512820513, "fast_rcnn/fg_cls_accuracy": 0.5345238095238095, "iteration": 102639, "loss_box_reg": 0.010239074646960944, "loss_cls": 0.04918421246111393, "loss_rpn_cls": 0.0010378821176573183, "loss_rpn_loc": 0.003005752927492722, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5507940950337797, "total_loss": 0.06500982333034244}
{"data_time": 0.004609978757798672, "eta_seconds": 74507.20124916406, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.15473887814313347, "fast_rcnn/fg_cls_accuracy": 0.8169856459330144, "iteration": 102659, "loss_box_reg": 0.009222343418514356, "loss_cls": 0.04268060141475871, "loss_rpn_cls": 0.0008031117615701078, "loss_rpn_loc": 0.0022266309006226948, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5403955611400306, "total_loss": 0.0549617590655771}
{"data_time": 0.004456730093806982, "eta_seconds": 74510.81793728308, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34698996655518394, "fast_rcnn/fg_cls_accuracy": 0.6496163682864451, "iteration": 102679, "loss_box_reg": 0.009279983845772222, "loss_cls": 0.04606216389220208, "loss_rpn_cls": 0.0010333320832387471, "loss_rpn_loc": 0.0023087663867045194, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5452987344469875, "total_loss": 0.05979696658147304}
{"data_time": 0.004453182686120272, "eta_seconds": 74542.38376524579, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2788888888888889, "fast_rcnn/fg_cls_accuracy": 0.6608108108108108, "iteration": 102699, "loss_box_reg": 0.009103981574298814, "loss_cls": 0.04452558106277138, "loss_rpn_cls": 0.0012641912883850637, "loss_rpn_loc": 0.002832414596923627, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5555903040803969, "total_loss": 0.05832408678617185}
{"data_time": 0.004302477464079857, "eta_seconds": 74568.3754109256, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4901889534883721, "fast_rcnn/fg_cls_accuracy": 0.4816860465116279, "iteration": 102719, "loss_box_reg": 0.009427229990251362, "loss_cls": 0.04605544207151979, "loss_rpn_cls": 0.0010912909517628577, "loss_rpn_loc": 0.0025603456269891467, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5498934409115463, "total_loss": 0.061712921693867884}
{"data_time": 0.004079340724274516, "eta_seconds": 74564.22165993392, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.365211810012837, "fast_rcnn/fg_cls_accuracy": 0.5540465631929046, "iteration": 102739, "loss_box_reg": 0.009949657163815573, "loss_cls": 0.04674790578428656, "loss_rpn_cls": 0.0010694448803860723, "loss_rpn_loc": 0.0025420493293495383, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.547287181019783, "total_loss": 0.06152125075539061}
{"data_time": 0.004867676878347993, "eta_seconds": 74562.59072790365, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24014336917562723, "fast_rcnn/fg_cls_accuracy": 0.7598566308243728, "iteration": 102759, "loss_box_reg": 0.008732753078220412, "loss_cls": 0.04533377068582922, "loss_rpn_cls": 0.0006202255019616132, "loss_rpn_loc": 0.002463862285367213, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5525333094410598, "total_loss": 0.058150160413219965}
{"data_time": 0.004355481592938304, "eta_seconds": 74573.84661573544, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40212765957446805, "fast_rcnn/fg_cls_accuracy": 0.5903251706142112, "iteration": 102779, "loss_box_reg": 0.009580174257280305, "loss_cls": 0.047841294086538255, "loss_rpn_cls": 0.0009147529053734615, "loss_rpn_loc": 0.0029452780399878975, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5534283013548702, "total_loss": 0.061401140901352846}
{"data_time": 0.004754354944452643, "eta_seconds": 74605.455017637, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29941860465116277, "fast_rcnn/fg_cls_accuracy": 0.7005813953488372, "iteration": 102799, "loss_box_reg": 0.009819410275667906, "loss_cls": 0.04551693081157282, "loss_rpn_cls": 0.000554918583759445, "loss_rpn_loc": 0.0024335498237633146, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5486580084543675, "total_loss": 0.05984793696552515}
{"data_time": 0.005199277075007558, "eta_seconds": 74594.57966614282, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2976190476190476, "fast_rcnn/fg_cls_accuracy": 0.6904761904761905, "iteration": 102819, "loss_box_reg": 0.009898679214529693, "loss_cls": 0.04594856966286898, "loss_rpn_cls": 0.0007291688660870932, "loss_rpn_loc": 0.0020891741314699175, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5424159783869982, "total_loss": 0.06048382700434729}
{"data_time": 0.004521284019574523, "eta_seconds": 74600.01957217115, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.42045454545454547, "fast_rcnn/fg_cls_accuracy": 0.5795454545454546, "iteration": 102839, "loss_box_reg": 0.008782463264651597, "loss_cls": 0.04643920925445855, "loss_rpn_cls": 0.0006613525794136876, "loss_rpn_loc": 0.0021044589775556233, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331562692299485, "total_loss": 0.0579990776136583}
{"data_time": 0.004562075482681394, "eta_seconds": 74661.465383064, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16314363143631438, "fast_rcnn/fg_cls_accuracy": 0.8289198606271777, "iteration": 102859, "loss_box_reg": 0.008571544924052432, "loss_cls": 0.04485496773850173, "loss_rpn_cls": 0.0013577274230556213, "loss_rpn_loc": 0.002213936708358233, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5496889573987573, "total_loss": 0.05794472973229858}
{"data_time": 0.0041961814276874065, "eta_seconds": 74630.44228946418, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4182626538987688, "fast_rcnn/fg_cls_accuracy": 0.5817373461012312, "iteration": 102879, "loss_box_reg": 0.008966387656982988, "loss_cls": 0.04750945116393268, "loss_rpn_cls": 0.0007981247176758188, "loss_rpn_loc": 0.0026232346153847175, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420321165584028, "total_loss": 0.060851636017787314}
{"data_time": 0.004591062432155013, "eta_seconds": 74639.68882743642, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3941029900332226, "fast_rcnn/fg_cls_accuracy": 0.6058970099667773, "iteration": 102899, "loss_box_reg": 0.009212920704158023, "loss_cls": 0.04453428852139041, "loss_rpn_cls": 0.0006765040250229504, "loss_rpn_loc": 0.002170962181480718, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542590570403263, "total_loss": 0.05639926300875686}
{"data_time": 0.0051379401702433825, "eta_seconds": 74655.78984967293, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3601328903654485, "fast_rcnn/fg_cls_accuracy": 0.6142857142857143, "iteration": 102919, "loss_box_reg": 0.009683087497251108, "loss_cls": 0.04681076685665175, "loss_rpn_cls": 0.0011825965759726387, "loss_rpn_loc": 0.0032211545803875197, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5439890066627413, "total_loss": 0.05984610585210248}
{"data_time": 0.004505824996158481, "eta_seconds": 74672.21902984707, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5147058823529411, "fast_rcnn/fg_cls_accuracy": 0.46029411764705885, "iteration": 102939, "loss_box_reg": 0.009896427218336612, "loss_cls": 0.04870936262886971, "loss_rpn_cls": 0.0012935893345229488, "loss_rpn_loc": 0.002356884924665792, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5460813352838159, "total_loss": 0.06287248624937547}
{"data_time": 0.004458290291950107, "eta_seconds": 74693.846302622, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.476073187895848, "fast_rcnn/fg_cls_accuracy": 0.5086206896551724, "iteration": 102959, "loss_box_reg": 0.009272110386518762, "loss_cls": 0.045347999985096976, "loss_rpn_cls": 0.0010530561314681108, "loss_rpn_loc": 0.0028728168217639904, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5450766021385789, "total_loss": 0.0593251712930396}
{"data_time": 0.004418991971760988, "eta_seconds": 74703.27770229802, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20833333333333334, "fast_rcnn/fg_cls_accuracy": 0.7916666666666666, "iteration": 102979, "loss_box_reg": 0.009380683855852112, "loss_cls": 0.04398551175836474, "loss_rpn_cls": 0.0008605494348330467, "loss_rpn_loc": 0.0021384010869951453, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5525683730375022, "total_loss": 0.05709341783972377}
{"data_time": 0.004637430654838681, "eta_seconds": 74692.37378571555, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.38130252100840334, "fast_rcnn/fg_cls_accuracy": 0.6186974789915967, "iteration": 102999, "loss_box_reg": 0.009647802857216448, "loss_cls": 0.04437845863867551, "loss_rpn_cls": 0.0009076413693946961, "loss_rpn_loc": 0.002707867048229673, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5451791335362941, "total_loss": 0.05824919547853824}
{"data_time": 0.0041003054939210415, "eta_seconds": 74681.46986913309, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2576400679117148, "fast_rcnn/fg_cls_accuracy": 0.6747076023391813, "iteration": 103019, "loss_box_reg": 0.008834574924549088, "loss_cls": 0.04531030519865453, "loss_rpn_cls": 0.0006982422816008693, "loss_rpn_loc": 0.002914693044658634, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5434033854398876, "total_loss": 0.056015811761540135}
{"data_time": 0.004413609625771642, "eta_seconds": 74670.56595255062, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36900584795321634, "fast_rcnn/fg_cls_accuracy": 0.6309941520467837, "iteration": 103039, "loss_box_reg": 0.009204149304423481, "loss_cls": 0.045440075162332505, "loss_rpn_cls": 0.0010621228850595799, "loss_rpn_loc": 0.002257819418446161, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5428647201042622, "total_loss": 0.060069955170092726}
{"data_time": 0.004508554004132748, "eta_seconds": 74679.30379736074, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3716956802063185, "fast_rcnn/fg_cls_accuracy": 0.56993006993007, "iteration": 103059, "loss_box_reg": 0.009561307699186727, "loss_cls": 0.045021042809821665, "loss_rpn_cls": 0.0010545770334147164, "loss_rpn_loc": 0.002888972090659081, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5444261007942259, "total_loss": 0.05755099818284748}
{"data_time": 0.004107186803594232, "eta_seconds": 74681.24157490302, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4384404924760602, "fast_rcnn/fg_cls_accuracy": 0.5245847176079734, "iteration": 103079, "loss_box_reg": 0.009742956986883655, "loss_cls": 0.04737858450971544, "loss_rpn_cls": 0.0011856961402827437, "loss_rpn_loc": 0.002633093492477201, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5337770662736148, "total_loss": 0.06149586612571056}
{"data_time": 0.004252859391272068, "eta_seconds": 74637.85420280322, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.44285714285714284, "fast_rcnn/fg_cls_accuracy": 0.5571428571428572, "iteration": 103099, "loss_box_reg": 0.009344293619506061, "loss_cls": 0.04672292235773057, "loss_rpn_cls": 0.0009785186928183975, "loss_rpn_loc": 0.00231837593128148, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.536795713705942, "total_loss": 0.05923214369815355}
{"data_time": 0.00417823251336813, "eta_seconds": 74626.95028622076, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.37209302325581395, "fast_rcnn/fg_cls_accuracy": 0.627906976744186, "iteration": 103119, "loss_box_reg": 0.008738753938814625, "loss_cls": 0.04486225906293839, "loss_rpn_cls": 0.0009468777971051168, "loss_rpn_loc": 0.0026150822814088315, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331017959397286, "total_loss": 0.060177038436222574}
{"data_time": 0.004208872560411692, "eta_seconds": 74601.06534535112, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27466793168880455, "fast_rcnn/fg_cls_accuracy": 0.7253320683111955, "iteration": 103139, "loss_box_reg": 0.00977097314898856, "loss_cls": 0.04697421833407134, "loss_rpn_cls": 0.0006181715355921824, "loss_rpn_loc": 0.0022712820009473944, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419953628443182, "total_loss": 0.060625186036020295}
{"data_time": 0.00487337913364172, "eta_seconds": 74584.6092966923, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32427055702917773, "fast_rcnn/fg_cls_accuracy": 0.6757294429708223, "iteration": 103159, "loss_box_reg": 0.008977657707873732, "loss_cls": 0.04279881587717682, "loss_rpn_cls": 0.0007553807449767191, "loss_rpn_loc": 0.0025419150479137897, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5475069549866021, "total_loss": 0.056396548254951995}
{"data_time": 0.004865816328674555, "eta_seconds": 74585.919087352, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3854895104895105, "fast_rcnn/fg_cls_accuracy": 0.6145104895104896, "iteration": 103179, "loss_box_reg": 0.010146453394554555, "loss_cls": 0.046778482326772064, "loss_rpn_cls": 0.0017862259519461077, "loss_rpn_loc": 0.0022436465542341466, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5473227857146412, "total_loss": 0.059845875514042746}
{"data_time": 0.004533683881163597, "eta_seconds": 74579.36898510717, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3464285714285714, "fast_rcnn/fg_cls_accuracy": 0.6535714285714286, "iteration": 103199, "loss_box_reg": 0.009790380368940532, "loss_cls": 0.046290929429233074, "loss_rpn_cls": 0.0010038724187779735, "loss_rpn_loc": 0.0024677353430888616, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5473334421403706, "total_loss": 0.05952782039094018}
{"data_time": 0.004623107612133026, "eta_seconds": 74568.46564829163, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.4603174603174603, "fast_rcnn/fg_cls_accuracy": 0.5396825396825398, "iteration": 103219, "loss_box_reg": 0.010327422380214557, "loss_cls": 0.05049113882705569, "loss_rpn_cls": 0.001034495363029464, "loss_rpn_loc": 0.0032804264810692985, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5431949694175273, "total_loss": 0.06431861985424803}
{"data_time": 0.004288289230316877, "eta_seconds": 74565.87811227632, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.29261363636363635, "fast_rcnn/fg_cls_accuracy": 0.7073863636363636, "iteration": 103239, "loss_box_reg": 0.010529851511819288, "loss_cls": 0.045807072368916124, "loss_rpn_cls": 0.0007123912614588335, "loss_rpn_loc": 0.001780354774382431, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5454801109153777, "total_loss": 0.05917384422480154}
{"data_time": 0.004966124892234802, "eta_seconds": 74578.78657295927, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2062937062937063, "fast_rcnn/fg_cls_accuracy": 0.7596153846153846, "iteration": 103259, "loss_box_reg": 0.00934121327009052, "loss_cls": 0.04671496921218932, "loss_rpn_cls": 0.0012213602280439773, "loss_rpn_loc": 0.0030485136194329243, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5479809807147831, "total_loss": 0.06112229972785599}
{"data_time": 0.00412438390776515, "eta_seconds": 74567.87853709981, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.375139353400223, "fast_rcnn/fg_cls_accuracy": 0.6235431235431236, "iteration": 103279, "loss_box_reg": 0.01000199789996259, "loss_cls": 0.046200730139389634, "loss_rpn_cls": 0.0007316434713970921, "loss_rpn_loc": 0.002293839457706781, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5432637387420982, "total_loss": 0.06085724249641089}
{"data_time": 0.005021573975682259, "eta_seconds": 74556.97050124034, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.41024340770791073, "fast_rcnn/fg_cls_accuracy": 0.5897565922920893, "iteration": 103299, "loss_box_reg": 0.009211298078298569, "loss_cls": 0.045667766651604325, "loss_rpn_cls": 0.0006478149182385096, "loss_rpn_loc": 0.002729354444454657, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5442513031885028, "total_loss": 0.0608265002895223}
{"data_time": 0.004731415072456002, "eta_seconds": 74560.06115676579, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.5588235294117647, "iteration": 103319, "loss_box_reg": 0.009729871555464342, "loss_cls": 0.048922876943834126, "loss_rpn_cls": 0.000702236348729457, "loss_rpn_loc": 0.0024291446825372986, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5530156083405018, "total_loss": 0.06162685621302444}
{"data_time": 0.005157081643119454, "eta_seconds": 74535.15442952141, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.42221489782465393, "fast_rcnn/fg_cls_accuracy": 0.5777851021753462, "iteration": 103339, "loss_box_reg": 0.008899293898139149, "loss_cls": 0.04609712172532454, "loss_rpn_cls": 0.0008488665015988772, "loss_rpn_loc": 0.002385964438872179, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437810299918056, "total_loss": 0.05931496325985108}
{"data_time": 0.0044152019545435905, "eta_seconds": 74482.38000419433, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3717105263157895, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 103359, "loss_box_reg": 0.009994468389777467, "loss_cls": 0.04827373323496431, "loss_rpn_cls": 0.0005946059283132854, "loss_rpn_loc": 0.001616772939087241, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444912225939333, "total_loss": 0.060688086125196605}
{"data_time": 0.0044164934661239386, "eta_seconds": 74498.0893659126, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.513157894736842, "fast_rcnn/fg_cls_accuracy": 0.48684210526315785, "iteration": 103379, "loss_box_reg": 0.008610874006990343, "loss_cls": 0.04462582140695304, "loss_rpn_cls": 0.0004753924005171939, "loss_rpn_loc": 0.002386972937529208, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5498971994966269, "total_loss": 0.05882380681259747}
{"data_time": 0.004939962178468704, "eta_seconds": 74470.33561695181, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4668965517241379, "fast_rcnn/fg_cls_accuracy": 0.5331034482758621, "iteration": 103399, "loss_box_reg": 0.009404222975717857, "loss_cls": 0.04499437811318785, "loss_rpn_cls": 0.0007800028182103347, "loss_rpn_loc": 0.002210779293818632, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543409553123638, "total_loss": 0.05928741752325095}
{"data_time": 0.004023449961096048, "eta_seconds": 74512.39819104178, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 103419, "loss_box_reg": 0.009481013024924323, "loss_cls": 0.04759674955857918, "loss_rpn_cls": 0.0006588501211126641, "loss_rpn_loc": 0.002418272299109958, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5530623435042799, "total_loss": 0.06060491826542602}
{"data_time": 0.004274008562788367, "eta_seconds": 74501.48709825566, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3111111111111111, "fast_rcnn/fg_cls_accuracy": 0.6888888888888889, "iteration": 103439, "loss_box_reg": 0.009701679198769853, "loss_cls": 0.04488438309635967, "loss_rpn_cls": 0.0006312006885309529, "loss_rpn_loc": 0.0026367829414084554, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5434787040576339, "total_loss": 0.05907723395034736}
{"data_time": 0.00436697737313807, "eta_seconds": 74483.69056713046, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3826219512195122, "fast_rcnn/fg_cls_accuracy": 0.6173780487804879, "iteration": 103459, "loss_box_reg": 0.00974418901023455, "loss_cls": 0.04496665153419599, "loss_rpn_cls": 0.0010821556627433893, "loss_rpn_loc": 0.0032081757090054452, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5491379494778812, "total_loss": 0.05922416298690791}
{"data_time": 0.004370073555037379, "eta_seconds": 74479.66491268342, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5504201680672269, "iteration": 103479, "loss_box_reg": 0.008632371347630396, "loss_cls": 0.04954099911265075, "loss_rpn_cls": 0.0013362834179133642, "loss_rpn_loc": 0.0017951663776329951, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5511791731696576, "total_loss": 0.06151890366209045}
{"data_time": 0.004221457988023758, "eta_seconds": 74447.89014264569, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3273809523809524, "fast_rcnn/fg_cls_accuracy": 0.6594202898550725, "iteration": 103499, "loss_box_reg": 0.009695062879472971, "loss_cls": 0.04689615091774613, "loss_rpn_cls": 0.0010686137595712353, "loss_rpn_loc": 0.002501734677935019, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5384207696188241, "total_loss": 0.06008379234799577}
{"data_time": 0.004682837054133415, "eta_seconds": 74441.8188459503, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5324302134646963, "fast_rcnn/fg_cls_accuracy": 0.4445043103448276, "iteration": 103519, "loss_box_reg": 0.00958686537342146, "loss_cls": 0.04594128439202905, "loss_rpn_cls": 0.0007938740759527718, "loss_rpn_loc": 0.002490513797965832, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.552546082995832, "total_loss": 0.057623494912263595}
{"data_time": 0.004380146507173777, "eta_seconds": 74389.67047879449, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4642857142857143, "fast_rcnn/fg_cls_accuracy": 0.5357142857142858, "iteration": 103539, "loss_box_reg": 0.009047959290910512, "loss_cls": 0.04640484502306208, "loss_rpn_cls": 0.0013917762285586832, "loss_rpn_loc": 0.002340070579521125, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5430256160907447, "total_loss": 0.060593557347431215}
{"data_time": 0.004545219009742141, "eta_seconds": 74420.00135667459, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33739837398373984, "fast_rcnn/fg_cls_accuracy": 0.6626016260162602, "iteration": 103559, "loss_box_reg": 0.009414235886652023, "loss_cls": 0.04514940042281523, "loss_rpn_cls": 0.0005971786864620299, "loss_rpn_loc": 0.0023373311341856606, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5458012425806373, "total_loss": 0.057729942380433386}
{"data_time": 0.004463277757167816, "eta_seconds": 74425.10944875283, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3786601597160603, "fast_rcnn/fg_cls_accuracy": 0.6104702750665484, "iteration": 103579, "loss_box_reg": 0.009384484874317423, "loss_cls": 0.04580942104803398, "loss_rpn_cls": 0.0005489547627348657, "loss_rpn_loc": 0.0022101792092144024, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5500197343062609, "total_loss": 0.05917229833556803}
{"data_time": 0.0042041875422000885, "eta_seconds": 74423.28917868063, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3729946524064171, "fast_rcnn/fg_cls_accuracy": 0.6270053475935828, "iteration": 103599, "loss_box_reg": 0.008470227854559198, "loss_cls": 0.04685634060297161, "loss_rpn_cls": 0.0011254375287990115, "loss_rpn_loc": 0.002751757376245223, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5472183893434703, "total_loss": 0.061480998912315954}
{"data_time": 0.004213486099615693, "eta_seconds": 74396.4098932615, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4557692307692308, "fast_rcnn/fg_cls_accuracy": 0.5442307692307693, "iteration": 103619, "loss_box_reg": 0.009607430343749002, "loss_cls": 0.046902168134693056, "loss_rpn_cls": 0.001092609907914266, "loss_rpn_loc": 0.0020095651780138724, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5377005327027291, "total_loss": 0.05963290463273552}
{"data_time": 0.003958727000281215, "eta_seconds": 74356.31391971372, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4027777777777778, "fast_rcnn/fg_cls_accuracy": 0.5972222222222223, "iteration": 103639, "loss_box_reg": 0.00866974747623317, "loss_cls": 0.043854013725649565, "loss_rpn_cls": 0.000803519412784226, "loss_rpn_loc": 0.00280296692653792, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5429534080903977, "total_loss": 0.058116820919281054}
{"data_time": 0.0040380824357271194, "eta_seconds": 74365.45763348532, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35448717948717945, "fast_rcnn/fg_cls_accuracy": 0.5653225806451614, "iteration": 103659, "loss_box_reg": 0.009447089483728632, "loss_cls": 0.047213871497660875, "loss_rpn_cls": 0.0009709995558750961, "loss_rpn_loc": 0.0018979054293595254, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5436961809173226, "total_loss": 0.05923515611334551}
{"data_time": 0.004092265851795673, "eta_seconds": 74328.60916962125, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 103679, "loss_box_reg": 0.009869067289400846, "loss_cls": 0.04432964080478996, "loss_rpn_cls": 0.0009999974244010446, "loss_rpn_loc": 0.002102913203998469, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5351450156886131, "total_loss": 0.057588974058262465}
{"data_time": 0.004439511802047491, "eta_seconds": 74279.50576703087, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.363607793840352, "fast_rcnn/fg_cls_accuracy": 0.6363922061596481, "iteration": 103699, "loss_box_reg": 0.00900725755491294, "loss_cls": 0.041966984659666196, "loss_rpn_cls": 0.0008765693672216912, "loss_rpn_loc": 0.0028392439198796637, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350567009299994, "total_loss": 0.0561903372689585}
{"data_time": 0.004409272922202945, "eta_seconds": 74268.60643309099, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45714285714285713, "fast_rcnn/fg_cls_accuracy": 0.5428571428571428, "iteration": 103719, "loss_box_reg": 0.010414776508696377, "loss_cls": 0.04588026809506118, "loss_rpn_cls": 0.0008078828185489328, "loss_rpn_loc": 0.0022832386239315383, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5533498749136925, "total_loss": 0.059212944526052524}
{"data_time": 0.004292492289096117, "eta_seconds": 74254.0573387174, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35774410774410775, "fast_rcnn/fg_cls_accuracy": 0.6422558922558923, "iteration": 103739, "loss_box_reg": 0.010118262085597962, "loss_cls": 0.04760198830626905, "loss_rpn_cls": 0.0014610173898290668, "loss_rpn_loc": 0.0022837700125819538, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386119124013931, "total_loss": 0.06143558011558525}
{"data_time": 0.00454626209102571, "eta_seconds": 74221.07039136253, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3125, "fast_rcnn/fg_cls_accuracy": 0.6875, "iteration": 103759, "loss_box_reg": 0.009762623434653506, "loss_cls": 0.04501828155480325, "loss_rpn_cls": 0.0011333748930155707, "loss_rpn_loc": 0.0020975086590624414, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5452721233014017, "total_loss": 0.05814072307993001}
{"data_time": 0.004810759564861655, "eta_seconds": 74222.98947579553, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7267080745341614, "iteration": 103779, "loss_box_reg": 0.009378632967127487, "loss_cls": 0.04199885844718665, "loss_rpn_cls": 0.0009177366141557286, "loss_rpn_loc": 0.002475845913068042, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 248.25, "rpn/num_pos_anchors": 7.75, "time": 0.5528214864898473, "total_loss": 0.05607008398794733}
{"data_time": 0.004082868341356516, "eta_seconds": 74193.96841523773, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.48222610722610726, "fast_rcnn/fg_cls_accuracy": 0.5177738927738927, "iteration": 103799, "loss_box_reg": 0.009177265834296122, "loss_cls": 0.04663136519957334, "loss_rpn_cls": 0.0007998402700764018, "loss_rpn_loc": 0.0024265944593935274, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5396100811194628, "total_loss": 0.05977355070444901}
{"data_time": 0.004934870405122638, "eta_seconds": 74201.19460144406, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.391260162601626, "fast_rcnn/fg_cls_accuracy": 0.608739837398374, "iteration": 103819, "loss_box_reg": 0.009115906956139952, "loss_cls": 0.046819550334475935, "loss_rpn_cls": 0.0005488172264449531, "loss_rpn_loc": 0.002547304586187238, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5472961494233459, "total_loss": 0.06146809332835801}
{"data_time": 0.004697450902312994, "eta_seconds": 74203.21042945166, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21853546910755148, "fast_rcnn/fg_cls_accuracy": 0.7801857585139318, "iteration": 103839, "loss_box_reg": 0.009955823450582102, "loss_cls": 0.0494992429157719, "loss_rpn_cls": 0.0007597762936484287, "loss_rpn_loc": 0.0020404386159498245, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5487827935721725, "total_loss": 0.06111192796083742}
{"data_time": 0.004256946034729481, "eta_seconds": 74192.31109551177, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3178294573643411, "fast_rcnn/fg_cls_accuracy": 0.6472868217054264, "iteration": 103859, "loss_box_reg": 0.009398680907906964, "loss_cls": 0.04406444530468434, "loss_rpn_cls": 0.0009075524089894316, "loss_rpn_loc": 0.0026378651746199466, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5476672160439193, "total_loss": 0.058592235201643916}
{"data_time": 0.004857293097302318, "eta_seconds": 74190.35458320519, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4133811230585424, "fast_rcnn/fg_cls_accuracy": 0.5866188769414575, "iteration": 103879, "loss_box_reg": 0.009029362321598455, "loss_cls": 0.043358749244362116, "loss_rpn_cls": 0.0008576366058150597, "loss_rpn_loc": 0.0018937221720989328, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5493381728883833, "total_loss": 0.05543726576411245}
{"data_time": 0.004185134544968605, "eta_seconds": 74179.4539353135, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22021116138763197, "fast_rcnn/fg_cls_accuracy": 0.7797888386123679, "iteration": 103899, "loss_box_reg": 0.009154408384347335, "loss_cls": 0.047256863210350275, "loss_rpn_cls": 0.0008365745318315021, "loss_rpn_loc": 0.002150454101865762, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5445343316532671, "total_loss": 0.058557575069073664}
{"data_time": 0.004221421899273992, "eta_seconds": 74159.61309369211, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.43977272727272726, "fast_rcnn/fg_cls_accuracy": 0.5383522727272727, "iteration": 103919, "loss_box_reg": 0.008585946838138625, "loss_cls": 0.044502469478175044, "loss_rpn_cls": 0.0011963147637175098, "loss_rpn_loc": 0.0021316092934284825, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5418450383003801, "total_loss": 0.05703508176009109}
{"data_time": 0.004925986519083381, "eta_seconds": 74148.71375975222, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4465195246179966, "fast_rcnn/fg_cls_accuracy": 0.5534804753820034, "iteration": 103939, "loss_box_reg": 0.009604247519746423, "loss_cls": 0.04829774098470807, "loss_rpn_cls": 0.000981303134949485, "loss_rpn_loc": 0.002080643313092878, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5451694214716554, "total_loss": 0.060374151575842916}
{"data_time": 0.004644499626010656, "eta_seconds": 74137.81442581234, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.19375, "fast_rcnn/fg_cls_accuracy": 0.775, "iteration": 103959, "loss_box_reg": 0.009440258640097454, "loss_cls": 0.04491221415810287, "loss_rpn_cls": 0.0008980861060763345, "loss_rpn_loc": 0.002256948995636776, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5543318814598024, "total_loss": 0.05916068157762311}
{"data_time": 0.0043812834192067385, "eta_seconds": 74109.68706971337, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.474937343358396, "fast_rcnn/fg_cls_accuracy": 0.525062656641604, "iteration": 103979, "loss_box_reg": 0.009242756641469896, "loss_cls": 0.0460031614638865, "loss_rpn_cls": 0.0007533037124147768, "loss_rpn_loc": 0.0022351329080265714, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5467094164341688, "total_loss": 0.061355795773124555}
{"data_time": 0.004354910459369421, "eta_seconds": 74098.790268915, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39112050739957716, "fast_rcnn/fg_cls_accuracy": 0.5972515856236786, "iteration": 103999, "loss_box_reg": 0.009738744789501652, "loss_cls": 0.04577894980320707, "loss_rpn_cls": 0.0007448248093169241, "loss_rpn_loc": 0.0026774085126817226, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5445318447891623, "total_loss": 0.05997880271738154}
{"data_time": 0.00509992940351367, "eta_seconds": 74101.47416337859, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24357284113381675, "fast_rcnn/fg_cls_accuracy": 0.7564271588661833, "iteration": 104019, "loss_box_reg": 0.00996222224785015, "loss_cls": 0.04493810574058443, "loss_rpn_cls": 0.001290343006189687, "loss_rpn_loc": 0.0021856277526239865, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5464791574049741, "total_loss": 0.05780056781259191}
{"data_time": 0.004736972041428089, "eta_seconds": 74105.70463162591, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2512218963831867, "fast_rcnn/fg_cls_accuracy": 0.7096774193548387, "iteration": 104039, "loss_box_reg": 0.010413033829536289, "loss_cls": 0.04737116955220699, "loss_rpn_cls": 0.000567903299753425, "loss_rpn_loc": 0.0024614321628178004, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5541422695387155, "total_loss": 0.06174789821670856}
{"data_time": 0.004838790511712432, "eta_seconds": 74083.3177561129, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32162162162162167, "fast_rcnn/fg_cls_accuracy": 0.6783783783783783, "iteration": 104059, "loss_box_reg": 0.009017961012432352, "loss_cls": 0.044836276676505804, "loss_rpn_cls": 0.001396983858569456, "loss_rpn_loc": 0.002263877358927857, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5429199114441872, "total_loss": 0.058207498974752525}
{"data_time": 0.004202338168397546, "eta_seconds": 74072.41842217301, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.403125, "fast_rcnn/fg_cls_accuracy": 0.5895579268292683, "iteration": 104079, "loss_box_reg": 0.008993493160232902, "loss_cls": 0.047223545785527676, "loss_rpn_cls": 0.001037794518310875, "loss_rpn_loc": 0.0023267504802788608, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404509271029383, "total_loss": 0.0613683557562581}
{"data_time": 0.004200735129415989, "eta_seconds": 74073.77833774732, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43496621621621623, "fast_rcnn/fg_cls_accuracy": 0.5286817429674573, "iteration": 104099, "loss_box_reg": 0.009735861327499151, "loss_cls": 0.04772722627967596, "loss_rpn_cls": 0.0009665596433023893, "loss_rpn_loc": 0.0024974983753054403, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5440336961764842, "total_loss": 0.060886700843241215}
{"data_time": 0.004616858670488, "eta_seconds": 74102.33256530366, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3125, "fast_rcnn/fg_cls_accuracy": 0.6875, "iteration": 104119, "loss_box_reg": 0.009403238131199032, "loss_cls": 0.04762665624730289, "loss_rpn_cls": 0.0014305845506328296, "loss_rpn_loc": 0.0022927431782591157, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5484328810125589, "total_loss": 0.062445304383061284}
{"data_time": 0.0045424646232277155, "eta_seconds": 74102.05967892171, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.46862745098039216, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 104139, "loss_box_reg": 0.009587845037458465, "loss_cls": 0.04632916353875771, "loss_rpn_cls": 0.0011538901313770111, "loss_rpn_loc": 0.002147583598343772, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5411542374640703, "total_loss": 0.061731956336984695}
{"data_time": 0.0038861921057105064, "eta_seconds": 74067.67026358726, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24608062709966405, "fast_rcnn/fg_cls_accuracy": 0.753919372900336, "iteration": 104159, "loss_box_reg": 0.008834219159325585, "loss_cls": 0.04458698781672865, "loss_rpn_cls": 0.0007847912679608271, "loss_rpn_loc": 0.0024535863049095497, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438627130351961, "total_loss": 0.05753522041447923}
{"data_time": 0.003982522524893284, "eta_seconds": 74030.17378541129, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5084409136047666, "fast_rcnn/fg_cls_accuracy": 0.4792663476874003, "iteration": 104179, "loss_box_reg": 0.009222256310749799, "loss_cls": 0.04685934877488762, "loss_rpn_cls": 0.0012673861476741877, "loss_rpn_loc": 0.002173990480514476, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5337957676965743, "total_loss": 0.06116304022498298}
{"data_time": 0.0036632041446864605, "eta_seconds": 74007.02241853368, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3011627906976744, "fast_rcnn/fg_cls_accuracy": 0.6870725034199727, "iteration": 104199, "loss_box_reg": 0.008878652937710285, "loss_cls": 0.04950907127931714, "loss_rpn_cls": 0.0009393996076596522, "loss_rpn_loc": 0.0019628195113909896, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5383182533551008, "total_loss": 0.06056902334057668}
{"data_time": 0.00438159448094666, "eta_seconds": 73996.1230845938, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39880952380952384, "fast_rcnn/fg_cls_accuracy": 0.6011904761904762, "iteration": 104219, "loss_box_reg": 0.009500304819084704, "loss_cls": 0.04331431625178084, "loss_rpn_cls": 0.0008730039311330984, "loss_rpn_loc": 0.0030289975766208954, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5444937399588525, "total_loss": 0.05532199822795292}
{"data_time": 0.004651583498343825, "eta_seconds": 73975.21652410505, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.502020202020202, "fast_rcnn/fg_cls_accuracy": 0.49797979797979797, "iteration": 104239, "loss_box_reg": 0.009492269717156887, "loss_cls": 0.04403057444142178, "loss_rpn_cls": 0.0006325986347519574, "loss_rpn_loc": 0.0025646851245255675, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5372803760692477, "total_loss": 0.05936834088191745}
{"data_time": 0.004308841656893492, "eta_seconds": 73934.73875283147, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3717105263157895, "fast_rcnn/fg_cls_accuracy": 0.6282894736842105, "iteration": 104259, "loss_box_reg": 0.009325312334112823, "loss_cls": 0.04544391925446689, "loss_rpn_cls": 0.0010311986943065676, "loss_rpn_loc": 0.002289448982992326, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5483503434807062, "total_loss": 0.05768821845367711}
{"data_time": 0.0047614299692213535, "eta_seconds": 73958.92182886438, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2837121212121212, "fast_rcnn/fg_cls_accuracy": 0.65, "iteration": 104279, "loss_box_reg": 0.00903637582086958, "loss_cls": 0.043156446889042854, "loss_rpn_cls": 0.0016101395099212823, "loss_rpn_loc": 0.0020344103140814696, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5519636464305222, "total_loss": 0.056103030367467}
{"data_time": 0.004771884996443987, "eta_seconds": 73951.98022350087, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4916666666666667, "fast_rcnn/fg_cls_accuracy": 0.5083333333333333, "iteration": 104299, "loss_box_reg": 0.010059652762720361, "loss_cls": 0.04873404745012522, "loss_rpn_cls": 0.0012064880306752457, "loss_rpn_loc": 0.0029847592631995212, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5512901223264635, "total_loss": 0.06333317568885377}
{"data_time": 0.005025223596021533, "eta_seconds": 73937.12448819377, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2725, "fast_rcnn/fg_cls_accuracy": 0.7275, "iteration": 104319, "loss_box_reg": 0.00921116370591335, "loss_cls": 0.04636617470532656, "loss_rpn_cls": 0.0009720099824335193, "loss_rpn_loc": 0.002193541011365596, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442677999380976, "total_loss": 0.06059866547730053}
{"data_time": 0.004759535426273942, "eta_seconds": 73942.11375287687, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25782828282828285, "fast_rcnn/fg_cls_accuracy": 0.7038194444444444, "iteration": 104339, "loss_box_reg": 0.008498056879034266, "loss_cls": 0.04493534530047327, "loss_rpn_cls": 0.0008065254954772172, "loss_rpn_loc": 0.0029109412207617424, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.554165142821148, "total_loss": 0.05860897167755752}
{"data_time": 0.004743803991004825, "eta_seconds": 73957.42329712375, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2330316742081448, "fast_rcnn/fg_cls_accuracy": 0.7669683257918551, "iteration": 104359, "loss_box_reg": 0.009567581961164251, "loss_cls": 0.046905074967071414, "loss_rpn_cls": 0.0011531291424944357, "loss_rpn_loc": 0.002211143269960303, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5486747859977186, "total_loss": 0.05969984889134139}
{"data_time": 0.0041640689596533775, "eta_seconds": 73952.36368203722, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.40505050505050505, "fast_rcnn/fg_cls_accuracy": 0.5949494949494949, "iteration": 104379, "loss_box_reg": 0.009912420384353027, "loss_cls": 0.04742788051953539, "loss_rpn_cls": 0.0010043171686220376, "loss_rpn_loc": 0.0024622987730253953, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5464301030151546, "total_loss": 0.06047230951207894}
{"data_time": 0.00414890144020319, "eta_seconds": 73941.45794270746, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3700607902735562, "fast_rcnn/fg_cls_accuracy": 0.6024305555555556, "iteration": 104399, "loss_box_reg": 0.009228760987753049, "loss_cls": 0.04647205478977412, "loss_rpn_cls": 0.0008906533500976366, "loss_rpn_loc": 0.0020868993597105145, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5446806608233601, "total_loss": 0.05839929799823551}
{"data_time": 0.004156074253842235, "eta_seconds": 73908.53320780792, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3891891891891892, "fast_rcnn/fg_cls_accuracy": 0.6108108108108108, "iteration": 104419, "loss_box_reg": 0.009825610992265865, "loss_cls": 0.04942065989598632, "loss_rpn_cls": 0.0017586167105605455, "loss_rpn_loc": 0.002502677627489902, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5508720618672669, "total_loss": 0.06445516100848181}
{"data_time": 0.004514249507337809, "eta_seconds": 73871.73246618197, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3189139438564197, "fast_rcnn/fg_cls_accuracy": 0.6810860561435803, "iteration": 104439, "loss_box_reg": 0.009011913847643882, "loss_cls": 0.046184114064089954, "loss_rpn_cls": 0.0014744772321364508, "loss_rpn_loc": 0.0026157841457461473, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405744649469852, "total_loss": 0.05952832534148911}
{"data_time": 0.005039583891630173, "eta_seconds": 73840.97059230693, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.36979166666666663, "fast_rcnn/fg_cls_accuracy": 0.6302083333333333, "iteration": 104459, "loss_box_reg": 0.009314968599937856, "loss_cls": 0.04524994024541229, "loss_rpn_cls": 0.0011194016373110571, "loss_rpn_loc": 0.002213021129136905, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5416475860401988, "total_loss": 0.059004584664990034}
{"data_time": 0.00408097798936069, "eta_seconds": 73812.75958627835, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.7083333333333333, "iteration": 104479, "loss_box_reg": 0.009505273512331769, "loss_cls": 0.045981669100001454, "loss_rpn_cls": 0.000804529037679913, "loss_rpn_loc": 0.0020072864135727286, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5466690985485911, "total_loss": 0.06085502087790928}
{"data_time": 0.004456380382180214, "eta_seconds": 73851.58646722091, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3626994680851064, "fast_rcnn/fg_cls_accuracy": 0.6373005319148937, "iteration": 104499, "loss_box_reg": 0.009165134804788977, "loss_cls": 0.04706038784934208, "loss_rpn_cls": 0.0006658441388367464, "loss_rpn_loc": 0.002237706823507324, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5488126375712454, "total_loss": 0.06110002401794645}
{"data_time": 0.004262840375304222, "eta_seconds": 73840.68594449898, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.47575757575757577, "fast_rcnn/fg_cls_accuracy": 0.5242424242424242, "iteration": 104519, "loss_box_reg": 0.00931627771933563, "loss_cls": 0.044888378703035414, "loss_rpn_cls": 0.0012512736338976538, "loss_rpn_loc": 0.0027631809571175836, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5468509232159704, "total_loss": 0.058266576088271904}
{"data_time": 0.004554448649287224, "eta_seconds": 73852.16595713841, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3870235934664247, "fast_rcnn/fg_cls_accuracy": 0.5942982456140351, "iteration": 104539, "loss_box_reg": 0.008743979036808014, "loss_cls": 0.04781554010696709, "loss_rpn_cls": 0.0013227942511093715, "loss_rpn_loc": 0.002909074119088473, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5453368702437729, "total_loss": 0.06110051917664805}
{"data_time": 0.0038625665474683046, "eta_seconds": 73855.96567914309, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31366279069767444, "fast_rcnn/fg_cls_accuracy": 0.6863372093023257, "iteration": 104559, "loss_box_reg": 0.008916941384086385, "loss_cls": 0.04830524243880063, "loss_rpn_cls": 0.0007088243187354237, "loss_rpn_loc": 0.0018574708337837365, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5533226719126105, "total_loss": 0.06042569319265567}
{"data_time": 0.004498569527640939, "eta_seconds": 73843.30628873967, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.400314465408805, "fast_rcnn/fg_cls_accuracy": 0.5996855345911949, "iteration": 104579, "loss_box_reg": 0.009008640598040074, "loss_cls": 0.04525703616673127, "loss_rpn_cls": 0.0008434233688490167, "loss_rpn_loc": 0.002778850603135652, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449184693861753, "total_loss": 0.05896923920909103}
{"data_time": 0.0046960709150880575, "eta_seconds": 73834.1536825751, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.27521008403361347, "fast_rcnn/fg_cls_accuracy": 0.7138009049773756, "iteration": 104599, "loss_box_reg": 0.009532172669423744, "loss_cls": 0.043995778483804315, "loss_rpn_cls": 0.0010900566268219336, "loss_rpn_loc": 0.0032095044225570746, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5489017809741199, "total_loss": 0.05802639713658664}
{"data_time": 0.0047689564526081085, "eta_seconds": 73852.30905265803, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25708635464733026, "fast_rcnn/fg_cls_accuracy": 0.7429136453526697, "iteration": 104619, "loss_box_reg": 0.009016252763103694, "loss_cls": 0.04310966969933361, "loss_rpn_cls": 0.0007227314186479816, "loss_rpn_loc": 0.0025112578205153113, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5493853306397796, "total_loss": 0.05928089060637376}
{"data_time": 0.0049202777445316315, "eta_seconds": 73866.79794126656, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4467787114845938, "fast_rcnn/fg_cls_accuracy": 0.5532212885154062, "iteration": 104639, "loss_box_reg": 0.009416456741746515, "loss_cls": 0.046059714106377214, "loss_rpn_cls": 0.0013037794942647452, "loss_rpn_loc": 0.002262446721942979, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457573444582522, "total_loss": 0.06116810900653036}
{"data_time": 0.004396221600472927, "eta_seconds": 73855.883896905, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.14945978391356543, "fast_rcnn/fg_cls_accuracy": 0.8505402160864346, "iteration": 104659, "loss_box_reg": 0.00925874657696113, "loss_cls": 0.04650920524727553, "loss_rpn_cls": 0.001383688328246535, "loss_rpn_loc": 0.0023842862210585736, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5452503724955022, "total_loss": 0.060152029672849494}
{"data_time": 0.004073749529197812, "eta_seconds": 73862.1053394035, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4805194805194805, "fast_rcnn/fg_cls_accuracy": 0.5194805194805194, "iteration": 104679, "loss_box_reg": 0.009529871633276343, "loss_cls": 0.04803914244985208, "loss_rpn_cls": 0.0009649270398313092, "loss_rpn_loc": 0.0020849053071287926, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5441096597351134, "total_loss": 0.06380758978616541}
{"data_time": 0.004171773558482528, "eta_seconds": 73873.08318264713, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3345622119815668, "fast_rcnn/fg_cls_accuracy": 0.6640440597954367, "iteration": 104699, "loss_box_reg": 0.008838637455482967, "loss_cls": 0.04657052946276963, "loss_rpn_cls": 0.0010973426412306253, "loss_rpn_loc": 0.002385720641541411, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5355294153559953, "total_loss": 0.05905026743334929}
{"data_time": 0.0040156368631869555, "eta_seconds": 73802.14114212478, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4545454545454546, "fast_rcnn/fg_cls_accuracy": 0.5398989898989899, "iteration": 104719, "loss_box_reg": 0.00940153340343386, "loss_cls": 0.04355894116451964, "loss_rpn_cls": 0.0007311514334560343, "loss_rpn_loc": 0.002448797657052637, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5360298219602555, "total_loss": 0.05697305924985585}
{"data_time": 0.0038603306747972965, "eta_seconds": 73786.16538743908, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.421875, "fast_rcnn/fg_cls_accuracy": 0.53125, "iteration": 104739, "loss_box_reg": 0.009253335854737088, "loss_cls": 0.04820673924405128, "loss_rpn_cls": 0.0007071402369547286, "loss_rpn_loc": 0.002616212936118245, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5403755838051438, "total_loss": 0.06073076803170352}
{"data_time": 0.003934471169486642, "eta_seconds": 73747.98300376884, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3824013157894737, "fast_rcnn/fg_cls_accuracy": 0.6175986842105263, "iteration": 104759, "loss_box_reg": 0.007984120165929198, "loss_cls": 0.04485088953515515, "loss_rpn_cls": 0.0007223507338949275, "loss_rpn_loc": 0.0020943340387020726, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5329387420788407, "total_loss": 0.05535952038610503}
{"data_time": 0.0044787866063416, "eta_seconds": 73701.8396853581, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.3582887700534759, "fast_rcnn/fg_cls_accuracy": 0.6076555023923444, "iteration": 104779, "loss_box_reg": 0.009740479086758569, "loss_cls": 0.04882889077998698, "loss_rpn_cls": 0.0013264418361131902, "loss_rpn_loc": 0.0023794296066625975, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5405418993905187, "total_loss": 0.06428005831381256}
{"data_time": 0.004037714097648859, "eta_seconds": 73710.41620518873, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.43097643097643096, "fast_rcnn/fg_cls_accuracy": 0.569023569023569, "iteration": 104799, "loss_box_reg": 0.009713351348182186, "loss_cls": 0.046182392979972064, "loss_rpn_cls": 0.0011992183617621777, "loss_rpn_loc": 0.0022704995517415227, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5510812734719366, "total_loss": 0.05754141681796909}
{"data_time": 0.004495131550356746, "eta_seconds": 73703.51817258308, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.37165532879818597, "fast_rcnn/fg_cls_accuracy": 0.6091527520098949, "iteration": 104819, "loss_box_reg": 0.010402450803667307, "loss_cls": 0.0481755796354264, "loss_rpn_cls": 0.001037284294852725, "loss_rpn_loc": 0.0023545227450085804, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5472863323520869, "total_loss": 0.06330760034256855}
{"data_time": 0.005559429759159684, "eta_seconds": 73688.60855104262, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.428921568627451, "fast_rcnn/fg_cls_accuracy": 0.5571895424836601, "iteration": 104839, "loss_box_reg": 0.009393639193149284, "loss_cls": 0.04649706307100132, "loss_rpn_cls": 0.000715329334298076, "loss_rpn_loc": 0.0032547253013035515, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450022902805358, "total_loss": 0.06209824212078274}
{"data_time": 0.004444890655577183, "eta_seconds": 73686.34188860538, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4519519519519519, "fast_rcnn/fg_cls_accuracy": 0.5480480480480481, "iteration": 104859, "loss_box_reg": 0.009805632580537349, "loss_cls": 0.04583997663576156, "loss_rpn_cls": 0.000814547767959084, "loss_rpn_loc": 0.002323513725059456, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5556073726620525, "total_loss": 0.05954470992946881}
{"data_time": 0.004294189158827066, "eta_seconds": 73679.72019879334, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.23197831978319783, "fast_rcnn/fg_cls_accuracy": 0.7680216802168022, "iteration": 104879, "loss_box_reg": 0.009019057120895013, "loss_cls": 0.04656495968811214, "loss_rpn_cls": 0.0015348401116170862, "loss_rpn_loc": 0.002572458135546185, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5513708731159568, "total_loss": 0.05985464255218176}
{"data_time": 0.004682078259065747, "eta_seconds": 73664.5316779695, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17424242424242425, "fast_rcnn/fg_cls_accuracy": 0.8138528138528138, "iteration": 104899, "loss_box_reg": 0.009206386981531978, "loss_cls": 0.042676901211962104, "loss_rpn_cls": 0.001667393637603709, "loss_rpn_loc": 0.002519822995964205, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.544539888156578, "total_loss": 0.054867909323746744}
{"data_time": 0.005132878897711635, "eta_seconds": 73660.73374296329, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6299840510366826, "iteration": 104919, "loss_box_reg": 0.00896983325947076, "loss_cls": 0.04783983516972512, "loss_rpn_cls": 0.0009886002405892214, "loss_rpn_loc": 0.002310204137756955, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5432579834014177, "total_loss": 0.062409950079654664}
{"data_time": 0.0048913974314928055, "eta_seconds": 73649.8275853626, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3071236559139785, "fast_rcnn/fg_cls_accuracy": 0.664796633941094, "iteration": 104939, "loss_box_reg": 0.009704319585580379, "loss_cls": 0.044091543182730675, "loss_rpn_cls": 0.0010047056666735443, "loss_rpn_loc": 0.0022675112486467697, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5454429176170379, "total_loss": 0.05960099110188821}
{"data_time": 0.004801280098035932, "eta_seconds": 73631.81636201567, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4393939393939394, "fast_rcnn/fg_cls_accuracy": 0.5454545454545454, "iteration": 104959, "loss_box_reg": 0.008835516753606498, "loss_cls": 0.04457784665282816, "loss_rpn_cls": 0.0008260876084023039, "loss_rpn_loc": 0.002048383750661742, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5447912383824587, "total_loss": 0.05596832582540401}
{"data_time": 0.0045163859613239765, "eta_seconds": 73620.91125669773, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38015873015873014, "fast_rcnn/fg_cls_accuracy": 0.6198412698412699, "iteration": 104979, "loss_box_reg": 0.00956083126948215, "loss_cls": 0.045418861554935575, "loss_rpn_cls": 0.00163442828704774, "loss_rpn_loc": 0.002126963616319699, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5454531209543347, "total_loss": 0.05809968522692088}
{"data_time": 0.004441049182787538, "eta_seconds": 73614.2857628148, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44975490196078427, "fast_rcnn/fg_cls_accuracy": 0.5502450980392157, "iteration": 104999, "loss_box_reg": 0.00891741007217206, "loss_cls": 0.042786611476913095, "loss_rpn_cls": 0.0007622741509010211, "loss_rpn_loc": 0.002137009025318548, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5479061026126146, "total_loss": 0.056895453288802855}
{"data_time": 0.005182774970307946, "eta_seconds": 73607.91551390267, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6312729498164015, "iteration": 105019, "loss_box_reg": 0.009183062880765647, "loss_cls": 0.047743534902110696, "loss_rpn_cls": 0.001544919938851308, "loss_rpn_loc": 0.0027634174693957902, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5483113185036927, "total_loss": 0.061372107973625134}
{"data_time": 0.004441560246050358, "eta_seconds": 73597.77111167391, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.18932748538011696, "fast_rcnn/fg_cls_accuracy": 0.810672514619883, "iteration": 105039, "loss_box_reg": 0.009028359374497086, "loss_cls": 0.04639946739189327, "loss_rpn_cls": 0.0009670757251569739, "loss_rpn_loc": 0.00255228505920968, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5508157475851476, "total_loss": 0.061451165720427525}
{"data_time": 0.004613177385181189, "eta_seconds": 73617.98985361657, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38015873015873014, "fast_rcnn/fg_cls_accuracy": 0.6198412698412699, "iteration": 105059, "loss_box_reg": 0.009269887843402103, "loss_cls": 0.044640760170295835, "loss_rpn_cls": 0.0010655388535951715, "loss_rpn_loc": 0.002649416510394076, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5460470402613282, "total_loss": 0.05853822456617763}
{"data_time": 0.004341042600572109, "eta_seconds": 73643.77380079706, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4142156862745098, "fast_rcnn/fg_cls_accuracy": 0.5857843137254902, "iteration": 105079, "loss_box_reg": 0.009714679734315723, "loss_cls": 0.04638596891891211, "loss_rpn_cls": 0.0009728255161007837, "loss_rpn_loc": 0.0025664879631221993, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5507362298667431, "total_loss": 0.05957763430455998}
{"data_time": 0.004891069605946541, "eta_seconds": 73632.85722386674, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4285714285714286, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 105099, "loss_box_reg": 0.00894532137317583, "loss_cls": 0.045058921561576426, "loss_rpn_cls": 0.0009518238102828036, "loss_rpn_loc": 0.0026441350964887533, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544690667418763, "total_loss": 0.05815500024186804}
{"data_time": 0.0045062401331961155, "eta_seconds": 73646.84498805203, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.457002457002457, "fast_rcnn/fg_cls_accuracy": 0.542997542997543, "iteration": 105119, "loss_box_reg": 0.009508084418484941, "loss_cls": 0.04724462912417948, "loss_rpn_cls": 0.001065283507955428, "loss_rpn_loc": 0.0023813304087525466, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5538609530776739, "total_loss": 0.061030654143678476}
{"data_time": 0.0043718714732676744, "eta_seconds": 73660.30139864376, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4295392953929539, "fast_rcnn/fg_cls_accuracy": 0.5582655826558266, "iteration": 105139, "loss_box_reg": 0.009184798051137477, "loss_cls": 0.04762145836139098, "loss_rpn_cls": 0.00080621363690625, "loss_rpn_loc": 0.0025169542313960847, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5533820239361376, "total_loss": 0.0634527808332166}
{"data_time": 0.004893518052995205, "eta_seconds": 73690.42377213179, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2905844155844156, "fast_rcnn/fg_cls_accuracy": 0.6960227272727273, "iteration": 105159, "loss_box_reg": 0.008998105797218159, "loss_cls": 0.044559999310877174, "loss_rpn_cls": 0.0006161214610074239, "loss_rpn_loc": 0.0021205136999924434, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5562756969593465, "total_loss": 0.056653895756198835}
{"data_time": 0.004333295626565814, "eta_seconds": 73707.43190523842, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.475, "iteration": 105179, "loss_box_reg": 0.00929965529940091, "loss_cls": 0.04982305725570768, "loss_rpn_cls": 0.0008898803391730326, "loss_rpn_loc": 0.0021760244781035, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422349602449685, "total_loss": 0.06323891449756047}
{"data_time": 0.00461163092404604, "eta_seconds": 73684.15736068063, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.47646057855927393, "fast_rcnn/fg_cls_accuracy": 0.5235394214407261, "iteration": 105199, "loss_box_reg": 0.008577289030654356, "loss_cls": 0.04622540040872991, "loss_rpn_cls": 0.0013030087712735394, "loss_rpn_loc": 0.002675960335182026, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5420328797772527, "total_loss": 0.05949696670425908}
{"data_time": 0.004360076738521457, "eta_seconds": 73648.39571448555, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3868636077938403, "fast_rcnn/fg_cls_accuracy": 0.6131363922061597, "iteration": 105219, "loss_box_reg": 0.00955053060897626, "loss_cls": 0.046137731114868075, "loss_rpn_cls": 0.0010698426804083283, "loss_rpn_loc": 0.002555570483309566, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403517738450319, "total_loss": 0.05879795300046453}
{"data_time": 0.004302310291677713, "eta_seconds": 73628.86885588686, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.421021021021021, "fast_rcnn/fg_cls_accuracy": 0.578978978978979, "iteration": 105239, "loss_box_reg": 0.009350051375804469, "loss_cls": 0.046972804702818394, "loss_rpn_cls": 0.0006252559928157098, "loss_rpn_loc": 0.0022678204913972877, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5356564244721085, "total_loss": 0.059412937540969324}
{"data_time": 0.003915826557204127, "eta_seconds": 73586.51633265568, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.43375831485587585, "fast_rcnn/fg_cls_accuracy": 0.5662416851441241, "iteration": 105259, "loss_box_reg": 0.008919726446038112, "loss_cls": 0.04519881890155375, "loss_rpn_cls": 0.0010726293304514911, "loss_rpn_loc": 0.0017417919661966152, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357346865348518, "total_loss": 0.058443482677830616}
{"data_time": 0.0043586373794823885, "eta_seconds": 73563.65930721466, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3680555555555556, "fast_rcnn/fg_cls_accuracy": 0.6319444444444444, "iteration": 105279, "loss_box_reg": 0.00917474422021769, "loss_cls": 0.046184445440303534, "loss_rpn_cls": 0.001011854261719236, "loss_rpn_loc": 0.0031686487254773965, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5428621789906174, "total_loss": 0.06009952194773405}
{"data_time": 0.00453355023637414, "eta_seconds": 73539.53476497252, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44326923076923075, "fast_rcnn/fg_cls_accuracy": 0.5567307692307693, "iteration": 105299, "loss_box_reg": 0.009272259252611548, "loss_cls": 0.04621546698035672, "loss_rpn_cls": 0.0012835733364227053, "loss_rpn_loc": 0.002506895430997247, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5361825248692185, "total_loss": 0.05945022089241547}
{"data_time": 0.004588325507938862, "eta_seconds": 73543.74904672825, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32084942084942086, "fast_rcnn/fg_cls_accuracy": 0.626453488372093, "iteration": 105319, "loss_box_reg": 0.009122826741077006, "loss_cls": 0.04483797331340611, "loss_rpn_cls": 0.0007332781545841272, "loss_rpn_loc": 0.0026024669969046954, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5513320344034582, "total_loss": 0.05882816941175406}
{"data_time": 0.0046791876666247845, "eta_seconds": 73517.69690637756, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4145021645021645, "fast_rcnn/fg_cls_accuracy": 0.5854978354978355, "iteration": 105339, "loss_box_reg": 0.010391590156359598, "loss_cls": 0.047842250438407063, "loss_rpn_cls": 0.0011640341803058618, "loss_rpn_loc": 0.002139309895937913, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5459261103533208, "total_loss": 0.06246870867164489}
{"data_time": 0.004481578478589654, "eta_seconds": 73496.11749488604, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4073926868044515, "fast_rcnn/fg_cls_accuracy": 0.5642715886618326, "iteration": 105359, "loss_box_reg": 0.008807338308542967, "loss_cls": 0.04370859230402857, "loss_rpn_cls": 0.0007958555322602479, "loss_rpn_loc": 0.002613481570733711, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5490997328888625, "total_loss": 0.05673517417460516}
{"data_time": 0.004825112409889698, "eta_seconds": 73504.88148172502, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2863636363636364, "fast_rcnn/fg_cls_accuracy": 0.6969387755102041, "iteration": 105379, "loss_box_reg": 0.009773485537152737, "loss_cls": 0.04619547969195992, "loss_rpn_cls": 0.0009960680129097454, "loss_rpn_loc": 0.0028136923974670935, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5507310880348086, "total_loss": 0.06022095747488265}
{"data_time": 0.005344235571101308, "eta_seconds": 73510.05770249432, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38467117988394584, "fast_rcnn/fg_cls_accuracy": 0.6153288201160542, "iteration": 105399, "loss_box_reg": 0.008896944898879156, "loss_cls": 0.049485892755910754, "loss_rpn_cls": 0.0008982298625141993, "loss_rpn_loc": 0.0027415763070166577, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5510559764225036, "total_loss": 0.06324619151952504}
{"data_time": 0.0047816005535423756, "eta_seconds": 73506.25673324452, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.34226190476190477, "fast_rcnn/fg_cls_accuracy": 0.6577380952380952, "iteration": 105419, "loss_box_reg": 0.009802439133636653, "loss_cls": 0.04623948340304196, "loss_rpn_cls": 0.0011143796928649863, "loss_rpn_loc": 0.0020648625559260836, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.556812729453668, "total_loss": 0.06051614809445027}
{"data_time": 0.004612401127815247, "eta_seconds": 73564.88121571718, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.47640218878248974, "fast_rcnn/fg_cls_accuracy": 0.4941860465116279, "iteration": 105439, "loss_box_reg": 0.009463126683840528, "loss_cls": 0.04726024717092514, "loss_rpn_cls": 0.0014601977766233176, "loss_rpn_loc": 0.0022180600426509045, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.557658692356199, "total_loss": 0.061765131014226426}
{"data_time": 0.004886882845312357, "eta_seconds": 73554.3542620414, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3102766798418972, "fast_rcnn/fg_cls_accuracy": 0.6897233201581028, "iteration": 105459, "loss_box_reg": 0.009391844883793965, "loss_cls": 0.04485044535249472, "loss_rpn_cls": 0.0008325167200382566, "loss_rpn_loc": 0.002606013022159459, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5453996739815921, "total_loss": 0.05957473658611434}
{"data_time": 0.004489621380344033, "eta_seconds": 73544.86831576168, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24823053589484328, "fast_rcnn/fg_cls_accuracy": 0.7517694641051567, "iteration": 105479, "loss_box_reg": 0.010016754909884185, "loss_cls": 0.046051182551309466, "loss_rpn_cls": 0.0006644928364494262, "loss_rpn_loc": 0.0024881696790544083, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5515281544066966, "total_loss": 0.0598027860751813}
{"data_time": 0.004302209243178368, "eta_seconds": 73541.94754791842, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42997542997543, "fast_rcnn/fg_cls_accuracy": 0.5700245700245701, "iteration": 105499, "loss_box_reg": 0.00980598502792418, "loss_cls": 0.04517049330752343, "loss_rpn_cls": 0.0008388005305732804, "loss_rpn_loc": 0.0022460585496446583, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5530590449925512, "total_loss": 0.05835012256216032}
{"data_time": 0.004558665212243795, "eta_seconds": 73554.64563465491, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40888066604995377, "fast_rcnn/fg_cls_accuracy": 0.5911193339500462, "iteration": 105519, "loss_box_reg": 0.0088614133419469, "loss_cls": 0.04840911494102329, "loss_rpn_cls": 0.0010735834123352106, "loss_rpn_loc": 0.002474670762239839, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5566822653636336, "total_loss": 0.06004092034504538}
{"data_time": 0.004811827093362808, "eta_seconds": 73549.207360283, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3986765922249793, "fast_rcnn/fg_cls_accuracy": 0.5604967948717949, "iteration": 105539, "loss_box_reg": 0.009597027383279055, "loss_cls": 0.044365074834786355, "loss_rpn_cls": 0.0008833014641140835, "loss_rpn_loc": 0.0028645959428104106, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5468199281021953, "total_loss": 0.05913080170810758}
{"data_time": 0.004304344765841961, "eta_seconds": 73532.76755652204, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3318181818181818, "fast_rcnn/fg_cls_accuracy": 0.6681818181818182, "iteration": 105559, "loss_box_reg": 0.009951687214197591, "loss_cls": 0.04644148441730067, "loss_rpn_cls": 0.0007875662992660182, "loss_rpn_loc": 0.0021753267719759606, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5507330719847232, "total_loss": 0.05930785794845406}
{"data_time": 0.004786584991961718, "eta_seconds": 73521.82851745561, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.43163340724316335, "fast_rcnn/fg_cls_accuracy": 0.5683665927568367, "iteration": 105579, "loss_box_reg": 0.0091178776929155, "loss_cls": 0.04644330567680299, "loss_rpn_cls": 0.0005976575301360754, "loss_rpn_loc": 0.0019605893485277193, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5473884253297001, "total_loss": 0.05979227376610652}
{"data_time": 0.004574246471747756, "eta_seconds": 73489.39097508276, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.23657407407407408, "fast_rcnn/fg_cls_accuracy": 0.763425925925926, "iteration": 105599, "loss_box_reg": 0.009550641640089452, "loss_cls": 0.04613192460965365, "loss_rpn_cls": 0.0007696307266087388, "loss_rpn_loc": 0.002377261043875478, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450354060158134, "total_loss": 0.05885774222826967}
{"data_time": 0.004706914769485593, "eta_seconds": 73478.45513517456, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5330634278002699, "fast_rcnn/fg_cls_accuracy": 0.46693657219973006, "iteration": 105619, "loss_box_reg": 0.009194356127409264, "loss_cls": 0.04699383955448866, "loss_rpn_cls": 0.0009015524565256783, "loss_rpn_loc": 0.002166402284274227, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5508974702097476, "total_loss": 0.06189581157889279}
{"data_time": 0.004508444108068943, "eta_seconds": 73467.51929526636, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.22134387351778656, "fast_rcnn/fg_cls_accuracy": 0.7786561264822134, "iteration": 105639, "loss_box_reg": 0.009345355967525393, "loss_cls": 0.04509347851853818, "loss_rpn_cls": 0.0007896524078319089, "loss_rpn_loc": 0.0024071579828159884, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5460037738084793, "total_loss": 0.05803267796}
{"data_time": 0.0042760365176945925, "eta_seconds": 73508.87337435968, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34382284382284384, "fast_rcnn/fg_cls_accuracy": 0.6337792642140468, "iteration": 105659, "loss_box_reg": 0.009249309747247025, "loss_cls": 0.04754279204644263, "loss_rpn_cls": 0.0013906359114344014, "loss_rpn_loc": 0.0023509691091021523, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5500321744475514, "total_loss": 0.061197064374596266}
{"data_time": 0.004521245136857033, "eta_seconds": 73523.3667131227, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.47857142857142854, "fast_rcnn/fg_cls_accuracy": 0.5214285714285714, "iteration": 105679, "loss_box_reg": 0.00859158020466566, "loss_cls": 0.044751319102942944, "loss_rpn_cls": 0.0008858165879246371, "loss_rpn_loc": 0.0024133874612743966, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5524202689994127, "total_loss": 0.056938637183293395}
{"data_time": 0.004496733192354441, "eta_seconds": 73542.38710105699, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38749999999999996, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 105699, "loss_box_reg": 0.00903416727669537, "loss_cls": 0.04876056429930031, "loss_rpn_cls": 0.0010579798290564213, "loss_rpn_loc": 0.0031068974694790086, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5453731012530625, "total_loss": 0.0626884977092459}
{"data_time": 0.004304523114115, "eta_seconds": 73544.84460710315, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2560810810810811, "fast_rcnn/fg_cls_accuracy": 0.7439189189189189, "iteration": 105719, "loss_box_reg": 0.010156969598028809, "loss_cls": 0.04596926653175615, "loss_rpn_cls": 0.0010843871376664538, "loss_rpn_loc": 0.002612237451103283, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433631702326238, "total_loss": 0.058824615986054596}
{"data_time": 0.004305040463805199, "eta_seconds": 73533.89073505765, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4772389905987135, "fast_rcnn/fg_cls_accuracy": 0.5145784081954294, "iteration": 105739, "loss_box_reg": 0.009466367337154225, "loss_cls": 0.0459918137639761, "loss_rpn_cls": 0.0005535044274438405, "loss_rpn_loc": 0.0023943454471009318, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5435044285841286, "total_loss": 0.05996901196590443}
{"data_time": 0.003904846031218767, "eta_seconds": 73528.93434023391, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.28348214285714285, "fast_rcnn/fg_cls_accuracy": 0.7165178571428572, "iteration": 105759, "loss_box_reg": 0.009486829861998558, "loss_cls": 0.04439436754910275, "loss_rpn_cls": 0.0004882364420382146, "loss_rpn_loc": 0.0021306652943167137, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369707210920751, "total_loss": 0.05644262874386641}
{"data_time": 0.003843714017421007, "eta_seconds": 73536.90303596016, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4642857142857143, "fast_rcnn/fg_cls_accuracy": 0.5357142857142857, "iteration": 105779, "loss_box_reg": 0.009371374413603917, "loss_cls": 0.04807004414033145, "loss_rpn_cls": 0.0006001122333145759, "loss_rpn_loc": 0.0034906559849332552, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5425876481458545, "total_loss": 0.06182841163752073}
{"data_time": 0.004879375919699669, "eta_seconds": 73507.02480906527, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 105799, "loss_box_reg": 0.009270588721847162, "loss_cls": 0.047297794837504625, "loss_rpn_cls": 0.0011121933246158733, "loss_rpn_loc": 0.0027078268831246532, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.533836591988802, "total_loss": 0.060217135282726986}
{"data_time": 0.004197004484012723, "eta_seconds": 73490.07524687564, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.775, "iteration": 105819, "loss_box_reg": 0.008412190567469224, "loss_cls": 0.04664641839917749, "loss_rpn_cls": 0.0010219556970980648, "loss_rpn_loc": 0.002513747158445767, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418719053268433, "total_loss": 0.05961487206903371}
{"data_time": 0.004537315107882023, "eta_seconds": 73465.72397722211, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.13626453488372092, "fast_rcnn/fg_cls_accuracy": 0.8637354651162791, "iteration": 105839, "loss_box_reg": 0.009493296296568587, "loss_cls": 0.04693890642374754, "loss_rpn_cls": 0.0011879308794533472, "loss_rpn_loc": 0.002384945299127139, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379917265381664, "total_loss": 0.062131191467642566}
{"data_time": 0.004118779674172401, "eta_seconds": 73437.12007426284, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22186147186147187, "fast_rcnn/fg_cls_accuracy": 0.7781385281385282, "iteration": 105859, "loss_box_reg": 0.009517486178083345, "loss_cls": 0.04409259662497789, "loss_rpn_cls": 0.0009096710804215036, "loss_rpn_loc": 0.002310901279997779, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5459028405603021, "total_loss": 0.05764119328819106}
{"data_time": 0.004758307943120599, "eta_seconds": 73432.5799590312, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5277777777777778, "fast_rcnn/fg_cls_accuracy": 0.4722222222222222, "iteration": 105879, "loss_box_reg": 0.009139852423686534, "loss_cls": 0.04552994400728494, "loss_rpn_cls": 0.0009361583096278991, "loss_rpn_loc": 0.0022810899281466845, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5555714210495353, "total_loss": 0.059098015628933354}
{"data_time": 0.004088967572897673, "eta_seconds": 73471.15752397384, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.39962121212121215, "fast_rcnn/fg_cls_accuracy": 0.5606060606060606, "iteration": 105899, "loss_box_reg": 0.010002092109061778, "loss_cls": 0.04511543735861778, "loss_rpn_cls": 0.0007285721803782508, "loss_rpn_loc": 0.002437253646348836, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5586582473479211, "total_loss": 0.058086085533091136}
{"data_time": 0.004466670099645853, "eta_seconds": 73460.19993864279, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22539682539682537, "fast_rcnn/fg_cls_accuracy": 0.716484268125855, "iteration": 105919, "loss_box_reg": 0.009185218717902899, "loss_cls": 0.046918024541810155, "loss_rpn_cls": 0.0009196334228249725, "loss_rpn_loc": 0.00332554875058122, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.540829858975485, "total_loss": 0.06109183117007433}
{"data_time": 0.004958189558237791, "eta_seconds": 73481.07860294706, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.31265664160401, "fast_rcnn/fg_cls_accuracy": 0.68734335839599, "iteration": 105939, "loss_box_reg": 0.00947002790053375, "loss_cls": 0.04582306102383882, "loss_rpn_cls": 0.0006748223831891664, "loss_rpn_loc": 0.0023043428009259515, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5550763991195709, "total_loss": 0.059966547856447505}
{"data_time": 0.003994387108832598, "eta_seconds": 73528.9268847704, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.16025641025641024, "fast_rcnn/fg_cls_accuracy": 0.7759856630824373, "iteration": 105959, "loss_box_reg": 0.00872548934421502, "loss_cls": 0.04403369908686727, "loss_rpn_cls": 0.0009876002015403174, "loss_rpn_loc": 0.0030053597092774, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5555031069088727, "total_loss": 0.05836446037892529}
{"data_time": 0.004762516124173999, "eta_seconds": 73522.41903583007, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43843537414965983, "fast_rcnn/fg_cls_accuracy": 0.5615646258503402, "iteration": 105979, "loss_box_reg": 0.009042438003234565, "loss_cls": 0.0476726806955412, "loss_rpn_cls": 0.0008032395667783021, "loss_rpn_loc": 0.002333759042812744, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5486181390006095, "total_loss": 0.06012908334156464}
{"data_time": 0.005279019009321928, "eta_seconds": 73511.44725990901, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.316017316017316, "fast_rcnn/fg_cls_accuracy": 0.6839826839826839, "iteration": 105999, "loss_box_reg": 0.008692574920132756, "loss_cls": 0.046124944812618196, "loss_rpn_cls": 0.0011604762007664249, "loss_rpn_loc": 0.0022468185143225128, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5456578824669123, "total_loss": 0.05921262829093621}
{"data_time": 0.00437938654795289, "eta_seconds": 73504.00989536638, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3142857142857143, "fast_rcnn/fg_cls_accuracy": 0.6857142857142857, "iteration": 106019, "loss_box_reg": 0.009526777866994962, "loss_cls": 0.04543071356602013, "loss_rpn_cls": 0.0008958243114420839, "loss_rpn_loc": 0.0023340827374340734, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5548326866701245, "total_loss": 0.0590351478095954}
{"data_time": 0.004769837250933051, "eta_seconds": 73485.04244530201, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.426829268292683, "fast_rcnn/fg_cls_accuracy": 0.5731707317073171, "iteration": 106039, "loss_box_reg": 0.009602565216482617, "loss_cls": 0.048246897757053375, "loss_rpn_cls": 0.0009337388810308767, "loss_rpn_loc": 0.0027412828749220353, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5461098223458976, "total_loss": 0.06185443688741543}
{"data_time": 0.0046579004265367985, "eta_seconds": 73488.15302329813, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5349593495934959, "fast_rcnn/fg_cls_accuracy": 0.4650406504065041, "iteration": 106059, "loss_box_reg": 0.009918541356455535, "loss_cls": 0.04673636646475643, "loss_rpn_cls": 0.001181883562026087, "loss_rpn_loc": 0.002471565778250806, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5543935385067016, "total_loss": 0.06108569984007772}
{"data_time": 0.004552788566797972, "eta_seconds": 73471.09298480651, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4727941176470588, "fast_rcnn/fg_cls_accuracy": 0.5178191489361702, "iteration": 106079, "loss_box_reg": 0.009809450624743477, "loss_cls": 0.04651075656875037, "loss_rpn_cls": 0.0011362616756969146, "loss_rpn_loc": 0.0019401646932237782, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5493159629404545, "total_loss": 0.05887263190848557}
{"data_time": 0.004981789505109191, "eta_seconds": 73460.12068128656, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21689895470383275, "fast_rcnn/fg_cls_accuracy": 0.7831010452961673, "iteration": 106099, "loss_box_reg": 0.009196479135425761, "loss_cls": 0.048756945645436645, "loss_rpn_cls": 0.0008825453577969711, "loss_rpn_loc": 0.003312699427624466, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5492661902680993, "total_loss": 0.06262151415751305}
{"data_time": 0.00460924138315022, "eta_seconds": 73449.1483777666, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.26480836236933797, "fast_rcnn/fg_cls_accuracy": 0.6906370656370657, "iteration": 106119, "loss_box_reg": 0.009946204081643373, "loss_cls": 0.04426783346571028, "loss_rpn_cls": 0.0007247079015542113, "loss_rpn_loc": 0.001955584142706357, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5555546022951603, "total_loss": 0.05663617269232191}
{"data_time": 0.0047287908382713795, "eta_seconds": 73434.64482846158, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.25948592411260707, "fast_rcnn/fg_cls_accuracy": 0.7405140758873929, "iteration": 106139, "loss_box_reg": 0.009383095806697384, "loss_cls": 0.04521122737787664, "loss_rpn_cls": 0.0006673578698155325, "loss_rpn_loc": 0.0026416625660203863, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5567973728757352, "total_loss": 0.05952219658837521}
{"data_time": 0.004712666384875774, "eta_seconds": 73423.67305254051, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43961352657004826, "fast_rcnn/fg_cls_accuracy": 0.5603864734299517, "iteration": 106159, "loss_box_reg": 0.00852137227775529, "loss_cls": 0.04593684256542474, "loss_rpn_cls": 0.0010357053822644957, "loss_rpn_loc": 0.002322026532056043, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5580308900680393, "total_loss": 0.05914957813570254}
{"data_time": 0.004602912347763777, "eta_seconds": 73416.23146720673, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.482281284606866, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 106179, "loss_box_reg": 0.009569222602294758, "loss_cls": 0.04560463211964816, "loss_rpn_cls": 0.0008276433363789693, "loss_rpn_loc": 0.0023544658251921646, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.548503982834518, "total_loss": 0.05896228381448054}
{"data_time": 0.005563247017562389, "eta_seconds": 73437.33594689821, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3586025049439684, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 106199, "loss_box_reg": 0.010117013938724995, "loss_cls": 0.047253023367375135, "loss_rpn_cls": 0.0015042077652083208, "loss_rpn_loc": 0.002813171606248943, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5476612420752645, "total_loss": 0.06227359533113486}
{"data_time": 0.005148247117176652, "eta_seconds": 73457.06492122146, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3689542483660131, "fast_rcnn/fg_cls_accuracy": 0.6310457516339869, "iteration": 106219, "loss_box_reg": 0.009848785033682361, "loss_cls": 0.047430319245904684, "loss_rpn_cls": 0.0008403049317848854, "loss_rpn_loc": 0.002449365572829265, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5524930972605944, "total_loss": 0.062490180821782815}
{"data_time": 0.004821927519515157, "eta_seconds": 73458.5089610042, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3861607142857143, "fast_rcnn/fg_cls_accuracy": 0.6138392857142857, "iteration": 106239, "loss_box_reg": 0.008856067957822233, "loss_cls": 0.04580300161615014, "loss_rpn_cls": 0.0009026915646472844, "loss_rpn_loc": 0.0027877205293407314, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420434651896358, "total_loss": 0.06043904728767302}
{"data_time": 0.003856283612549305, "eta_seconds": 73461.13490253035, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3819444444444444, "fast_rcnn/fg_cls_accuracy": 0.6180555555555556, "iteration": 106259, "loss_box_reg": 0.00924991734791547, "loss_cls": 0.04385382478358224, "loss_rpn_cls": 0.0008305837459374743, "loss_rpn_loc": 0.002546099880419206, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404424886219203, "total_loss": 0.056561900814244837}
{"data_time": 0.004128385568037629, "eta_seconds": 73434.79809528869, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3164313222079589, "fast_rcnn/fg_cls_accuracy": 0.6835686777920411, "iteration": 106279, "loss_box_reg": 0.009051234839716926, "loss_cls": 0.047464969800785184, "loss_rpn_cls": 0.0009228194687693758, "loss_rpn_loc": 0.0024774790745141217, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389687193091959, "total_loss": 0.05995763355119976}
{"data_time": 0.004028322175145149, "eta_seconds": 73394.51377096376, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4284436493738819, "fast_rcnn/fg_cls_accuracy": 0.5715563506261181, "iteration": 106299, "loss_box_reg": 0.008632511686300859, "loss_cls": 0.04428744129836559, "loss_rpn_cls": 0.0008728551460990275, "loss_rpn_loc": 0.001961158024641918, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5409569481853396, "total_loss": 0.05773425398456311}
{"data_time": 0.003972846549004316, "eta_seconds": 73353.60709047806, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2625, "fast_rcnn/fg_cls_accuracy": 0.7375, "iteration": 106319, "loss_box_reg": 0.009487305185757577, "loss_cls": 0.04675264889374375, "loss_rpn_cls": 0.0010077143392663857, "loss_rpn_loc": 0.0026106878140126355, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5349478113930672, "total_loss": 0.059994965154828606}
{"data_time": 0.004164273152127862, "eta_seconds": 73328.45303904708, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5060728744939271, "fast_rcnn/fg_cls_accuracy": 0.4893899204244032, "iteration": 106339, "loss_box_reg": 0.008767854829784483, "loss_cls": 0.04451636073645204, "loss_rpn_cls": 0.0007326448280764453, "loss_rpn_loc": 0.002877464907214744, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5376489078626037, "total_loss": 0.0562466707274325}
{"data_time": 0.00412382953800261, "eta_seconds": 73313.9552933299, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4551282051282051, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 106359, "loss_box_reg": 0.009480999229708686, "loss_cls": 0.04574622091604397, "loss_rpn_cls": 0.001044177787917988, "loss_rpn_loc": 0.0018141508844564669, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.545778741594404, "total_loss": 0.060270169580917354}
{"data_time": 0.0040464079938828945, "eta_seconds": 73254.67842698842, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3194444444444444, "fast_rcnn/fg_cls_accuracy": 0.6805555555555556, "iteration": 106379, "loss_box_reg": 0.00926869353861548, "loss_cls": 0.0449696674477309, "loss_rpn_cls": 0.0006382635078807652, "loss_rpn_loc": 0.0023994081784621812, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5434962173458189, "total_loss": 0.05668402269844819}
{"data_time": 0.0039475171361118555, "eta_seconds": 73179.60348345083, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4791304347826087, "fast_rcnn/fg_cls_accuracy": 0.5208695652173914, "iteration": 106399, "loss_box_reg": 0.009335513663245365, "loss_cls": 0.046935148420743644, "loss_rpn_cls": 0.0009811455479393771, "loss_rpn_loc": 0.0027369596991775325, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5361942758318037, "total_loss": 0.06327965274670078}
{"data_time": 0.0039731101132929325, "eta_seconds": 73133.62295686919, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.47435897435897434, "fast_rcnn/fg_cls_accuracy": 0.5256410256410255, "iteration": 106419, "loss_box_reg": 0.010010977770434693, "loss_cls": 0.04527011845493689, "loss_rpn_cls": 0.0008369279256612572, "loss_rpn_loc": 0.002659177869645646, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5353581416420639, "total_loss": 0.06054232560700257}
{"data_time": 0.004111406393349171, "eta_seconds": 73027.95128772524, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2631118881118881, "fast_rcnn/fg_cls_accuracy": 0.7022727272727273, "iteration": 106439, "loss_box_reg": 0.008836907451041043, "loss_cls": 0.04496015509357676, "loss_rpn_cls": 0.0008362991455896918, "loss_rpn_loc": 0.002654223280842416, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5410733704920858, "total_loss": 0.059073426020972875}
{"data_time": 0.0037803398445248604, "eta_seconds": 73010.7024170109, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4952380952380952, "fast_rcnn/fg_cls_accuracy": 0.5047619047619047, "iteration": 106459, "loss_box_reg": 0.009026424726471305, "loss_cls": 0.04959252185653895, "loss_rpn_cls": 0.0009375434691492046, "loss_rpn_loc": 0.0019439031457295641, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5352606531232595, "total_loss": 0.06134525802031021}
{"data_time": 0.0038209923077374697, "eta_seconds": 72966.10490559018, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30168408826945414, "fast_rcnn/fg_cls_accuracy": 0.698315911730546, "iteration": 106479, "loss_box_reg": 0.00945815141312778, "loss_cls": 0.0456389234168455, "loss_rpn_cls": 0.0010081998386795021, "loss_rpn_loc": 0.002797509136144072, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.534489180194214, "total_loss": 0.061442251645416945}
{"data_time": 0.003858849871903658, "eta_seconds": 72864.4958613189, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2957317073170732, "fast_rcnn/fg_cls_accuracy": 0.6951219512195121, "iteration": 106499, "loss_box_reg": 0.0093912047741469, "loss_cls": 0.04329322400735691, "loss_rpn_cls": 0.00153254863789698, "loss_rpn_loc": 0.002254390281450469, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5352892314549536, "total_loss": 0.05693769178026287}
{"data_time": 0.00393783557228744, "eta_seconds": 72804.82044046209, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43434343434343436, "fast_rcnn/fg_cls_accuracy": 0.5656565656565657, "iteration": 106519, "loss_box_reg": 0.009185992792481557, "loss_cls": 0.04659723106306046, "loss_rpn_cls": 0.0011344408200670841, "loss_rpn_loc": 0.002507860621335567, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5420628183055669, "total_loss": 0.06073050990767115}
{"data_time": 0.0036569254007190466, "eta_seconds": 72793.91179871676, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.245, "fast_rcnn/fg_cls_accuracy": 0.7122093023255813, "iteration": 106539, "loss_box_reg": 0.009210837190039456, "loss_cls": 0.046190853347070515, "loss_rpn_cls": 0.0011386628534069132, "loss_rpn_loc": 0.0030500308275804855, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5452916643116623, "total_loss": 0.06167769695525749}
{"data_time": 0.0036687743850052357, "eta_seconds": 72715.40363753238, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3237179487179487, "fast_rcnn/fg_cls_accuracy": 0.6601648351648352, "iteration": 106559, "loss_box_reg": 0.009032942936755717, "loss_cls": 0.04763866594294086, "loss_rpn_cls": 0.0017835174853644276, "loss_rpn_loc": 0.0024256589531432837, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363847338594496, "total_loss": 0.060997029104782996}
{"data_time": 0.003936999011784792, "eta_seconds": 72665.67981792893, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4253472222222222, "fast_rcnn/fg_cls_accuracy": 0.5746527777777778, "iteration": 106579, "loss_box_reg": 0.00810328740044497, "loss_cls": 0.043700513313524425, "loss_rpn_cls": 0.0010639542865646945, "loss_rpn_loc": 0.002521181953852647, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427513143513352, "total_loss": 0.05698486410665282}
{"data_time": 0.003652467392385006, "eta_seconds": 72645.181344148, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3240810202550638, "fast_rcnn/fg_cls_accuracy": 0.6759189797449362, "iteration": 106599, "loss_box_reg": 0.00928964649210684, "loss_cls": 0.04579777747858316, "loss_rpn_cls": 0.0010560211569554667, "loss_rpn_loc": 0.00245421349973185, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5390554768964648, "total_loss": 0.059428428873161465}
{"data_time": 0.0034494074061512947, "eta_seconds": 72603.08553473908, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3482323232323232, "fast_rcnn/fg_cls_accuracy": 0.6517676767676768, "iteration": 106619, "loss_box_reg": 0.008682554034749046, "loss_cls": 0.043364607845433056, "loss_rpn_cls": 0.0007038715760927516, "loss_rpn_loc": 0.0021583144098258344, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405658399686217, "total_loss": 0.05782024899019689}
{"data_time": 0.00402670563198626, "eta_seconds": 72559.95749340858, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4665621734587252, "fast_rcnn/fg_cls_accuracy": 0.5334378265412748, "iteration": 106639, "loss_box_reg": 0.01008904870832339, "loss_cls": 0.04573316196911037, "loss_rpn_cls": 0.001315022227231566, "loss_rpn_loc": 0.003029874227649998, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538195783039555, "total_loss": 0.06048245477114733}
{"data_time": 0.0035266263876110315, "eta_seconds": 72516.57945484878, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.43168880455407965, "fast_rcnn/fg_cls_accuracy": 0.5683111954459203, "iteration": 106659, "loss_box_reg": 0.009363899909658358, "loss_cls": 0.04718839336419478, "loss_rpn_cls": 0.0006688779847081605, "loss_rpn_loc": 0.002420585304207634, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5325847377534956, "total_loss": 0.0619559608636564}
{"data_time": 0.004021137719973922, "eta_seconds": 72468.50211929507, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.26168531928900596, "fast_rcnn/fg_cls_accuracy": 0.6768707482993197, "iteration": 106679, "loss_box_reg": 0.009967185789719224, "loss_cls": 0.04774110030848533, "loss_rpn_cls": 0.001142954789884243, "loss_rpn_loc": 0.0021046489018772263, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5351781528443098, "total_loss": 0.06069641636065626}
{"data_time": 0.003652669722214341, "eta_seconds": 72441.49825298367, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4341649341649342, "fast_rcnn/fg_cls_accuracy": 0.5658350658350658, "iteration": 106699, "loss_box_reg": 0.009564385778503492, "loss_cls": 0.04425769654335454, "loss_rpn_cls": 0.0005548070534189264, "loss_rpn_loc": 0.002859738375263987, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368529923725873, "total_loss": 0.05830016511674785}
{"data_time": 0.00351577065885067, "eta_seconds": 72437.72353337472, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41801075268817206, "fast_rcnn/fg_cls_accuracy": 0.581989247311828, "iteration": 106719, "loss_box_reg": 0.008669370552524924, "loss_cls": 0.04687773360637948, "loss_rpn_cls": 0.0010300982915509849, "loss_rpn_loc": 0.002131606745024328, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5474690916016698, "total_loss": 0.0588963502648312}
{"data_time": 0.003873027628287673, "eta_seconds": 72413.02693747543, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4001536098310292, "fast_rcnn/fg_cls_accuracy": 0.5998463901689708, "iteration": 106739, "loss_box_reg": 0.009756151121109724, "loss_cls": 0.04404192336369306, "loss_rpn_cls": 0.0005594616291659804, "loss_rpn_loc": 0.00222204594683717, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370984345208853, "total_loss": 0.05829529565545499}
{"data_time": 0.0038830453995615244, "eta_seconds": 72410.50264363526, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5587044534412955, "fast_rcnn/fg_cls_accuracy": 0.44129554655870445, "iteration": 106759, "loss_box_reg": 0.008937125676311553, "loss_cls": 0.04732468375004828, "loss_rpn_cls": 0.0009150136913831375, "loss_rpn_loc": 0.0027008309079974424, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5431667738594115, "total_loss": 0.05913856944516738}
{"data_time": 0.003610312007367611, "eta_seconds": 72405.11375844805, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4471774193548387, "fast_rcnn/fg_cls_accuracy": 0.5528225806451613, "iteration": 106779, "loss_box_reg": 0.009357724979054183, "loss_cls": 0.04826283740112558, "loss_rpn_cls": 0.0007802610621183703, "loss_rpn_loc": 0.002188514841691358, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5454365618061274, "total_loss": 0.0619673612054612}
{"data_time": 0.003897890681400895, "eta_seconds": 72388.76443913556, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.365625, "fast_rcnn/fg_cls_accuracy": 0.58125, "iteration": 106799, "loss_box_reg": 0.009978450601920485, "loss_cls": 0.04822973895352334, "loss_rpn_cls": 0.0008544644882704233, "loss_rpn_loc": 0.002949674417322967, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376950283534825, "total_loss": 0.06214294825636557}
{"data_time": 0.00355916959233582, "eta_seconds": 72383.37390849693, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5032840722495895, "fast_rcnn/fg_cls_accuracy": 0.47947454844006565, "iteration": 106819, "loss_box_reg": 0.008620503504062071, "loss_cls": 0.04558729543350637, "loss_rpn_cls": 0.00070180954173793, "loss_rpn_loc": 0.0020975983916287078, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5418252409435809, "total_loss": 0.05780714575143975}
{"data_time": 0.003966240445151925, "eta_seconds": 72372.50398352137, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30090497737556565, "fast_rcnn/fg_cls_accuracy": 0.6990950226244343, "iteration": 106839, "loss_box_reg": 0.00945988469175063, "loss_cls": 0.043101840652525425, "loss_rpn_cls": 0.0005696792172216192, "loss_rpn_loc": 0.0021700436827813974, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540651002433151, "total_loss": 0.05621477411565934}
{"data_time": 0.0034968340769410133, "eta_seconds": 72332.39539033035, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5270582793709528, "fast_rcnn/fg_cls_accuracy": 0.43756319514661274, "iteration": 106859, "loss_box_reg": 0.009288713365094736, "loss_cls": 0.044398905942216516, "loss_rpn_cls": 0.001225601545002064, "loss_rpn_loc": 0.002517626893677516, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5351069450844079, "total_loss": 0.05907151509427422}
{"data_time": 0.0037344135344028473, "eta_seconds": 72292.63587165275, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28378378378378377, "fast_rcnn/fg_cls_accuracy": 0.7162162162162162, "iteration": 106879, "loss_box_reg": 0.009438917186344042, "loss_cls": 0.04466999717988074, "loss_rpn_cls": 0.0010256535483961216, "loss_rpn_loc": 0.0027200347703910666, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5476456684991717, "total_loss": 0.0596683518928387}
{"data_time": 0.0035539623349905014, "eta_seconds": 72184.5213616658, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4541734860883797, "fast_rcnn/fg_cls_accuracy": 0.5458265139116203, "iteration": 106899, "loss_box_reg": 0.008972492592874914, "loss_cls": 0.045236722100526094, "loss_rpn_cls": 0.001224025785717231, "loss_rpn_loc": 0.002210930457295035, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420448258519173, "total_loss": 0.059469840918723094}
{"data_time": 0.0036506308242678642, "eta_seconds": 72188.15574857336, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2867867867867868, "fast_rcnn/fg_cls_accuracy": 0.7132132132132132, "iteration": 106919, "loss_box_reg": 0.008454381459159777, "loss_cls": 0.04563651978969574, "loss_rpn_cls": 0.0008581415897879197, "loss_rpn_loc": 0.0030646500454167835, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405572738964111, "total_loss": 0.05912497638215086}
{"data_time": 0.003855697810649872, "eta_seconds": 72132.25371432933, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38325825825825827, "fast_rcnn/fg_cls_accuracy": 0.6167417417417418, "iteration": 106939, "loss_box_reg": 0.00979434049804695, "loss_cls": 0.04710346774663776, "loss_rpn_cls": 0.0014107022029747895, "loss_rpn_loc": 0.002880098847526824, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5363018410280347, "total_loss": 0.06079135802502833}
{"data_time": 0.003730509430170059, "eta_seconds": 72066.4830364692, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3826219512195122, "fast_rcnn/fg_cls_accuracy": 0.6048780487804878, "iteration": 106959, "loss_box_reg": 0.010085129470098764, "loss_cls": 0.046077811042778194, "loss_rpn_cls": 0.0010901646064667148, "loss_rpn_loc": 0.0033170043461723253, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5329486133996397, "total_loss": 0.059668689381851436}
{"data_time": 0.0038798970635980368, "eta_seconds": 72041.94153975672, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.27046783625730997, "fast_rcnn/fg_cls_accuracy": 0.6461538461538461, "iteration": 106979, "loss_box_reg": 0.00924313475843519, "loss_cls": 0.0440213797846809, "loss_rpn_cls": 0.000864675708953655, "loss_rpn_loc": 0.002427298706606962, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401911805383861, "total_loss": 0.05766705791086224}
{"data_time": 0.003788745030760765, "eta_seconds": 72031.10987535189, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3587912087912088, "fast_rcnn/fg_cls_accuracy": 0.6412087912087912, "iteration": 106999, "loss_box_reg": 0.009724776376970112, "loss_cls": 0.04501512076240033, "loss_rpn_cls": 0.001137898736317311, "loss_rpn_loc": 0.0017028240272338735, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414218776859343, "total_loss": 0.05770701483902485}
{"data_time": 0.00415134965442121, "eta_seconds": 71992.77468223614, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28194444444444444, "fast_rcnn/fg_cls_accuracy": 0.7180555555555556, "iteration": 107019, "loss_box_reg": 0.00962512765545398, "loss_cls": 0.043793862278107554, "loss_rpn_cls": 0.0007340452014048537, "loss_rpn_loc": 0.002527247452235315, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.531474175164476, "total_loss": 0.057675264205443}
{"data_time": 0.004167356062680483, "eta_seconds": 71969.987352842, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.36134453781512604, "fast_rcnn/fg_cls_accuracy": 0.6239495798319328, "iteration": 107039, "loss_box_reg": 0.008893303165677935, "loss_cls": 0.04280338576063514, "loss_rpn_cls": 0.0007985685915627982, "loss_rpn_loc": 0.0021853737125638872, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418747446965426, "total_loss": 0.05703405892364799}
{"data_time": 0.004208515165373683, "eta_seconds": 71951.00433916086, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3252032520325203, "fast_rcnn/fg_cls_accuracy": 0.6700348432055749, "iteration": 107059, "loss_box_reg": 0.009916266688378528, "loss_cls": 0.047488990472629666, "loss_rpn_cls": 0.0013244914740653257, "loss_rpn_loc": 0.0022088071636972018, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5440376314800233, "total_loss": 0.061880483947220455}
{"data_time": 0.003731935517862439, "eta_seconds": 71897.74227999151, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.41794871794871796, "fast_rcnn/fg_cls_accuracy": 0.582051282051282, "iteration": 107079, "loss_box_reg": 0.008667277288623154, "loss_cls": 0.04495213972404599, "loss_rpn_cls": 0.0008754835074000766, "loss_rpn_loc": 0.0021595779126073467, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5340338565874845, "total_loss": 0.058511406281809286}
{"data_time": 0.004186578560620546, "eta_seconds": 71853.90984950936, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24667774086378735, "fast_rcnn/fg_cls_accuracy": 0.7493540051679586, "iteration": 107099, "loss_box_reg": 0.00890370353590697, "loss_cls": 0.0467800305923447, "loss_rpn_cls": 0.0006893299787407159, "loss_rpn_loc": 0.002591629312519217, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5362981662619859, "total_loss": 0.05863067986422266}
{"data_time": 0.003929787315428257, "eta_seconds": 71803.08526245621, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5010822510822511, "fast_rcnn/fg_cls_accuracy": 0.4832535885167464, "iteration": 107119, "loss_box_reg": 0.009249864553567022, "loss_cls": 0.04597392515279353, "loss_rpn_cls": 0.0011866237238251642, "loss_rpn_loc": 0.0031135812951106345, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5444313341286033, "total_loss": 0.05972041650329629}
{"data_time": 0.004035357153043151, "eta_seconds": 71771.44846647349, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4880952380952381, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 107139, "loss_box_reg": 0.009534705430269241, "loss_cls": 0.04535304103046656, "loss_rpn_cls": 0.0013423825978975401, "loss_rpn_loc": 0.002448758283208008, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5386082145851105, "total_loss": 0.059896255435091916}
{"data_time": 0.0037656750064343214, "eta_seconds": 71718.70246417332, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40930232558139534, "fast_rcnn/fg_cls_accuracy": 0.5906976744186047, "iteration": 107159, "loss_box_reg": 0.008855105232214555, "loss_cls": 0.04838190629379824, "loss_rpn_cls": 0.0013837473102285003, "loss_rpn_loc": 0.002174005829147063, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.531934775179252, "total_loss": 0.06081534910708797}
{"data_time": 0.004184357821941376, "eta_seconds": 71687.13584805466, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37949260042283295, "fast_rcnn/fg_cls_accuracy": 0.5681003584229392, "iteration": 107179, "loss_box_reg": 0.009196714352583513, "loss_cls": 0.04340250213863328, "loss_rpn_cls": 0.0007675473610788686, "loss_rpn_loc": 0.002637398909428157, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5344741665758193, "total_loss": 0.056039962764884876}
{"data_time": 0.004272907041013241, "eta_seconds": 71625.20040461258, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.468013468013468, "fast_rcnn/fg_cls_accuracy": 0.531986531986532, "iteration": 107199, "loss_box_reg": 0.009081474097911268, "loss_cls": 0.04559608845738694, "loss_rpn_cls": 0.0006641062936978415, "loss_rpn_loc": 0.002557374300522497, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.534874266711995, "total_loss": 0.059173059382828797}
{"data_time": 0.004058061633259058, "eta_seconds": 71508.80901041115, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.20702127659574468, "fast_rcnn/fg_cls_accuracy": 0.7829787234042553, "iteration": 107219, "loss_box_reg": 0.009877836739178747, "loss_cls": 0.04557118605589494, "loss_rpn_cls": 0.0008967332291831553, "loss_rpn_loc": 0.0023844279021432158, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5369458389468491, "total_loss": 0.06089676951376077}
{"data_time": 0.004023088375106454, "eta_seconds": 71522.7080031312, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.37986270022883295, "fast_rcnn/fg_cls_accuracy": 0.6134085213032581, "iteration": 107239, "loss_box_reg": 0.009202564920997247, "loss_cls": 0.04617739177774638, "loss_rpn_cls": 0.0006664692318736343, "loss_rpn_loc": 0.0029854395979782566, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5492058866657317, "total_loss": 0.058823996060141326}
{"data_time": 0.004168073879554868, "eta_seconds": 71511.93334671808, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.44791666666666663, "fast_rcnn/fg_cls_accuracy": 0.5104166666666667, "iteration": 107259, "loss_box_reg": 0.009557120531098917, "loss_cls": 0.047565478715114295, "loss_rpn_cls": 0.0008651108614685654, "loss_rpn_loc": 0.002364481337281177, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5376678653992712, "total_loss": 0.06163294494785987}
{"data_time": 0.003764741588383913, "eta_seconds": 71527.17334773927, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4027777777777778, "fast_rcnn/fg_cls_accuracy": 0.5972222222222222, "iteration": 107279, "loss_box_reg": 0.00970884197158739, "loss_cls": 0.04763043927960098, "loss_rpn_cls": 0.0010962706046626636, "loss_rpn_loc": 0.0024447625946777407, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.544445602921769, "total_loss": 0.06318663786061052}
{"data_time": 0.003552513662725687, "eta_seconds": 71533.08472924074, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3488479262672811, "fast_rcnn/fg_cls_accuracy": 0.565, "iteration": 107299, "loss_box_reg": 0.009026365034515038, "loss_cls": 0.04604465089505538, "loss_rpn_cls": 0.0009920050162577354, "loss_rpn_loc": 0.0031086171584320255, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5451717793475837, "total_loss": 0.06025044663113022}
{"data_time": 0.0039282196667045355, "eta_seconds": 71523.8377130928, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.39107142857142857, "fast_rcnn/fg_cls_accuracy": 0.569551282051282, "iteration": 107319, "loss_box_reg": 0.009521998523268849, "loss_cls": 0.04421179462224245, "loss_rpn_cls": 0.000869842981956026, "loss_rpn_loc": 0.0023330350195465144, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387135550845414, "total_loss": 0.05831847838271642}
{"data_time": 0.004004030954092741, "eta_seconds": 71511.52254516399, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3276333789329685, "fast_rcnn/fg_cls_accuracy": 0.6635294117647059, "iteration": 107339, "loss_box_reg": 0.008559589012293145, "loss_cls": 0.04588288953527808, "loss_rpn_cls": 0.0006020595294558007, "loss_rpn_loc": 0.0027116076271340717, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5367621600162238, "total_loss": 0.05891776556853756}
{"data_time": 0.003757632337510586, "eta_seconds": 71422.49128355528, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3230550284629981, "fast_rcnn/fg_cls_accuracy": 0.676944971537002, "iteration": 107359, "loss_box_reg": 0.009866552252788097, "loss_cls": 0.047057718387804925, "loss_rpn_cls": 0.001072591332558659, "loss_rpn_loc": 0.0026961618423229083, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5328905603382736, "total_loss": 0.06117283265666629}
{"data_time": 0.0041624915320426226, "eta_seconds": 71384.33432558505, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2523809523809524, "fast_rcnn/fg_cls_accuracy": 0.7476190476190476, "iteration": 107379, "loss_box_reg": 0.009346197446575388, "loss_cls": 0.04672107775695622, "loss_rpn_cls": 0.0010160745098914958, "loss_rpn_loc": 0.002328598251551739, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360636133700609, "total_loss": 0.0586140028610771}
{"data_time": 0.004067918518558145, "eta_seconds": 71391.17293608072, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4221774193548387, "fast_rcnn/fg_cls_accuracy": 0.5778225806451613, "iteration": 107399, "loss_box_reg": 0.008831797953462228, "loss_cls": 0.04455265495926142, "loss_rpn_cls": 0.0012930186661606058, "loss_rpn_loc": 0.002769415732473135, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5453504293691367, "total_loss": 0.05759381190091517}
{"data_time": 0.004070474300533533, "eta_seconds": 71420.29807219771, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4107142857142857, "fast_rcnn/fg_cls_accuracy": 0.5684523809523809, "iteration": 107419, "loss_box_reg": 0.009199522231938317, "loss_cls": 0.04550354339880869, "loss_rpn_cls": 0.001544380819723301, "loss_rpn_loc": 0.0024544532934669405, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418894968461245, "total_loss": 0.06133254583414782}
{"data_time": 0.004326428985223174, "eta_seconds": 71424.80488579092, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.35632861635220126, "fast_rcnn/fg_cls_accuracy": 0.6436713836477987, "iteration": 107439, "loss_box_reg": 0.009012524591526017, "loss_cls": 0.04594529082532972, "loss_rpn_cls": 0.0011153927174518685, "loss_rpn_loc": 0.002283655194332823, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434903095010668, "total_loss": 0.06047407642563485}
{"data_time": 0.0036125141195952892, "eta_seconds": 71414.02874425822, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.43167701863354035, "fast_rcnn/fg_cls_accuracy": 0.5683229813664596, "iteration": 107459, "loss_box_reg": 0.008660943392897025, "loss_cls": 0.045976643450558186, "loss_rpn_cls": 0.000852601069254888, "loss_rpn_loc": 0.0021616651938529685, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5338608678430319, "total_loss": 0.058630488788708135}
{"data_time": 0.004026477225124836, "eta_seconds": 71403.25260272552, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.44382852919438287, "fast_rcnn/fg_cls_accuracy": 0.5561714708056171, "iteration": 107479, "loss_box_reg": 0.00953633658355102, "loss_cls": 0.04558448330499232, "loss_rpn_cls": 0.0008367177510990587, "loss_rpn_loc": 0.0023029357180348597, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.528495590435341, "total_loss": 0.059924527161001606}
{"data_time": 0.004042000975459814, "eta_seconds": 71431.2866852365, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40366300366300367, "fast_rcnn/fg_cls_accuracy": 0.5963369963369963, "iteration": 107499, "loss_box_reg": 0.009233904333086684, "loss_cls": 0.04598548333160579, "loss_rpn_cls": 0.001210895839449222, "loss_rpn_loc": 0.0024728702592256013, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5381475994363427, "total_loss": 0.0600791146223969}
{"data_time": 0.0035420204512774944, "eta_seconds": 71435.45775565365, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.375366568914956, "fast_rcnn/fg_cls_accuracy": 0.5981182795698925, "iteration": 107519, "loss_box_reg": 0.009082599921384826, "loss_cls": 0.04604101972654462, "loss_rpn_cls": 0.000733950397773242, "loss_rpn_loc": 0.0022759293442504713, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5453970455564559, "total_loss": 0.058914443550520446}
{"data_time": 0.004424055339768529, "eta_seconds": 71409.72268596548, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5197645079899075, "fast_rcnn/fg_cls_accuracy": 0.4802354920100925, "iteration": 107539, "loss_box_reg": 0.010736291034845635, "loss_cls": 0.04982050211401656, "loss_rpn_cls": 0.0012048741258467999, "loss_rpn_loc": 0.0022123357230157126, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5420848650392145, "total_loss": 0.06472955030494632}
{"data_time": 0.0038088024593889713, "eta_seconds": 71427.03313188837, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.35333863275039745, "fast_rcnn/fg_cls_accuracy": 0.6029411764705883, "iteration": 107559, "loss_box_reg": 0.009581924095982686, "loss_cls": 0.04463257401948795, "loss_rpn_cls": 0.000993832259609917, "loss_rpn_loc": 0.00314320545476221, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5450780412647873, "total_loss": 0.058336769596934346}
{"data_time": 0.003849225351586938, "eta_seconds": 71388.15868669446, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.33993993993994, "fast_rcnn/fg_cls_accuracy": 0.6600600600600601, "iteration": 107579, "loss_box_reg": 0.009122668678173795, "loss_cls": 0.04577197099570185, "loss_rpn_cls": 0.0007804088733109893, "loss_rpn_loc": 0.002814486961142393, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5398523781914264, "total_loss": 0.057767367196447594}
{"data_time": 0.0038260617293417454, "eta_seconds": 71377.37668705895, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.26747967479674795, "fast_rcnn/fg_cls_accuracy": 0.7325203252032519, "iteration": 107599, "loss_box_reg": 0.00875670459936373, "loss_cls": 0.04303383926162496, "loss_rpn_cls": 0.0012305769583917936, "loss_rpn_loc": 0.0019047427194891497, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392695358023047, "total_loss": 0.05810143943051571}
{"data_time": 0.003428834257647395, "eta_seconds": 71381.5364705217, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42992992992992995, "fast_rcnn/fg_cls_accuracy": 0.57007007007007, "iteration": 107619, "loss_box_reg": 0.009115809749346226, "loss_cls": 0.04617414018139243, "loss_rpn_cls": 0.0012785948622422438, "loss_rpn_loc": 0.0025083087602979504, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5449462099932134, "total_loss": 0.059202602333925824}
{"data_time": 0.003952732542529702, "eta_seconds": 71370.75221349532, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.1925925925925926, "fast_rcnn/fg_cls_accuracy": 0.7799564270152506, "iteration": 107639, "loss_box_reg": 0.00873010145733133, "loss_cls": 0.0460343734594062, "loss_rpn_cls": 0.0010769970687078967, "loss_rpn_loc": 0.0022699031342199305, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380386884789914, "total_loss": 0.06073802843346243}
{"data_time": 0.003959825029596686, "eta_seconds": 71345.03068815242, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.41657397107897665, "fast_rcnn/fg_cls_accuracy": 0.5834260289210234, "iteration": 107659, "loss_box_reg": 0.009599090204574168, "loss_cls": 0.048407053924165666, "loss_rpn_cls": 0.0009631971390717808, "loss_rpn_loc": 0.0024013272268348373, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5352241082582623, "total_loss": 0.06152672954976879}
{"data_time": 0.00399351492524147, "eta_seconds": 71313.13172895508, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 107679, "loss_box_reg": 0.008929879870265722, "loss_cls": 0.04306997009553015, "loss_rpn_cls": 0.0011919477030915004, "loss_rpn_loc": 0.003162882221658947, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.531744071515277, "total_loss": 0.05685368405636382}
{"data_time": 0.0037952556740492582, "eta_seconds": 71302.35292109707, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.34663865546218486, "fast_rcnn/fg_cls_accuracy": 0.6239495798319328, "iteration": 107699, "loss_box_reg": 0.009240250336006284, "loss_cls": 0.043251118273474276, "loss_rpn_cls": 0.0009288945792604864, "loss_rpn_loc": 0.002200798648118507, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540919803082943, "total_loss": 0.05621841592437704}
{"data_time": 0.00345186167396605, "eta_seconds": 71242.72262975271, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.34772577455504283, "fast_rcnn/fg_cls_accuracy": 0.6522742254449572, "iteration": 107719, "loss_box_reg": 0.009594209550414234, "loss_cls": 0.04797105793841183, "loss_rpn_cls": 0.0008227783484926476, "loss_rpn_loc": 0.0029119645587343257, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363843683153391, "total_loss": 0.061995608143774916}
{"data_time": 0.0037312794011086226, "eta_seconds": 71263.16276280046, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3888888888888889, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 107739, "loss_box_reg": 0.009505033813184127, "loss_cls": 0.04399705003015697, "loss_rpn_cls": 0.000671535589845007, "loss_rpn_loc": 0.002296969007147709, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5436285785399377, "total_loss": 0.06032278555619541}
{"data_time": 0.003754491452127695, "eta_seconds": 71210.72460060474, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.31853658536585366, "fast_rcnn/fg_cls_accuracy": 0.6814634146341464, "iteration": 107759, "loss_box_reg": 0.008838236943120137, "loss_cls": 0.044413431314751506, "loss_rpn_cls": 0.000894607209716014, "loss_rpn_loc": 0.0021982327743899077, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.529041780391708, "total_loss": 0.05610492922790655}
{"data_time": 0.0039212938863784075, "eta_seconds": 71186.58439062699, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27708333333333335, "fast_rcnn/fg_cls_accuracy": 0.671505376344086, "iteration": 107779, "loss_box_reg": 0.009517105150735006, "loss_cls": 0.04488789977040142, "loss_rpn_cls": 0.001213033951557918, "loss_rpn_loc": 0.0024701138245291077, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5318743654061109, "total_loss": 0.05946310566480406}
{"data_time": 0.003747509093955159, "eta_seconds": 71176.8456242464, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38367346938775515, "fast_rcnn/fg_cls_accuracy": 0.5903225806451613, "iteration": 107799, "loss_box_reg": 0.009022448648465797, "loss_cls": 0.045179564389400184, "loss_rpn_cls": 0.0008065662814829011, "loss_rpn_loc": 0.0030326044870889746, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418291189707816, "total_loss": 0.060137016555984246}
{"data_time": 0.003762159962207079, "eta_seconds": 71166.07765038474, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29848484848484846, "fast_rcnn/fg_cls_accuracy": 0.6318840579710145, "iteration": 107819, "loss_box_reg": 0.009188103169435635, "loss_cls": 0.04515614965930581, "loss_rpn_cls": 0.0011608023041844717, "loss_rpn_loc": 0.002923029187513748, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5384497814811766, "total_loss": 0.05797855328626156}
{"data_time": 0.0037880372256040573, "eta_seconds": 71147.13074075524, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.33349802371541504, "fast_rcnn/fg_cls_accuracy": 0.666501976284585, "iteration": 107839, "loss_box_reg": 0.008969079557573423, "loss_cls": 0.045727584743872285, "loss_rpn_cls": 0.0011224043182096466, "loss_rpn_loc": 0.0020421825865923893, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346282669343054, "total_loss": 0.05864990215081889}
{"data_time": 0.003911773907020688, "eta_seconds": 71143.51311789989, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2618778280542986, "fast_rcnn/fg_cls_accuracy": 0.7381221719457014, "iteration": 107859, "loss_box_reg": 0.010124286724021658, "loss_cls": 0.04693930898793042, "loss_rpn_cls": 0.001015937141175982, "loss_rpn_loc": 0.002627508194564143, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5383782584685832, "total_loss": 0.0616249222616716}
{"data_time": 0.003957745153456926, "eta_seconds": 71131.05712193716, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.22119565217391304, "fast_rcnn/fg_cls_accuracy": 0.7208333333333333, "iteration": 107879, "loss_box_reg": 0.009245333319995552, "loss_cls": 0.04609622049611062, "loss_rpn_cls": 0.0010328980442864122, "loss_rpn_loc": 0.00259882317368465, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417695993091911, "total_loss": 0.057705722056084596}
{"data_time": 0.0038467750418931246, "eta_seconds": 71114.7948540328, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3301282051282051, "fast_rcnn/fg_cls_accuracy": 0.6698717948717949, "iteration": 107899, "loss_box_reg": 0.009639019845053554, "loss_cls": 0.04656532092485577, "loss_rpn_cls": 0.0006392532455095079, "loss_rpn_loc": 0.00246873210198828, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5384317261632532, "total_loss": 0.06066638723984852}
{"data_time": 0.0038284852635115385, "eta_seconds": 71109.52199667413, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.319047619047619, "fast_rcnn/fg_cls_accuracy": 0.5948717948717949, "iteration": 107919, "loss_box_reg": 0.008424285566434264, "loss_cls": 0.04463092313380912, "loss_rpn_cls": 0.0006538539198572835, "loss_rpn_loc": 0.0021960593476251233, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5446314183063805, "total_loss": 0.057259282235463616}
{"data_time": 0.003751821583136916, "eta_seconds": 71099.50526573393, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.46826923076923077, "fast_rcnn/fg_cls_accuracy": 0.5317307692307692, "iteration": 107939, "loss_box_reg": 0.009565426589688286, "loss_cls": 0.04724422749131918, "loss_rpn_cls": 0.0005259437803033506, "loss_rpn_loc": 0.002366422071645502, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5389668373391032, "total_loss": 0.0601454809666393}
{"data_time": 0.00418706308118999, "eta_seconds": 71091.77633862244, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2510259917920657, "fast_rcnn/fg_cls_accuracy": 0.7372093023255815, "iteration": 107959, "loss_box_reg": 0.009068615065189078, "loss_cls": 0.046749211149290204, "loss_rpn_cls": 0.0009941702843434541, "loss_rpn_loc": 0.00274763267407252, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391487765591592, "total_loss": 0.05857627507991481}
{"data_time": 0.003852252848446369, "eta_seconds": 71081.0082020075, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.38885088919288646, "fast_rcnn/fg_cls_accuracy": 0.6111491108071135, "iteration": 107979, "loss_box_reg": 0.009159915905911475, "loss_cls": 0.04645736876409501, "loss_rpn_cls": 0.0006368085747610053, "loss_rpn_loc": 0.0025177170973620377, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393429724499583, "total_loss": 0.060088747981041024}
{"data_time": 0.00411453191190958, "eta_seconds": 71076.87704630196, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3563218390804598, "fast_rcnn/fg_cls_accuracy": 0.5777866880513232, "iteration": 107999, "loss_box_reg": 0.009354459994938225, "loss_cls": 0.04551684169564396, "loss_rpn_cls": 0.0009306510812621127, "loss_rpn_loc": 0.002551844525441993, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426778746768832, "total_loss": 0.05850154473773728}
{"data_time": 0.004057272570207715, "eta_seconds": 71072.60525988857, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.32386363636363635, "fast_rcnn/fg_cls_accuracy": 0.6761363636363636, "iteration": 108019, "loss_box_reg": 0.00941318878903985, "loss_cls": 0.04635667416732758, "loss_rpn_cls": 0.0008441094020952278, "loss_rpn_loc": 0.002284536738443421, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5395629573613405, "total_loss": 0.06091719409369034}
{"data_time": 0.003565927967429161, "eta_seconds": 71061.83513308852, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2443584784010316, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 108039, "loss_box_reg": 0.009396104520419613, "loss_cls": 0.045565136475488544, "loss_rpn_cls": 0.0008656422455715074, "loss_rpn_loc": 0.0026106986770173535, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5400561385322362, "total_loss": 0.05804108801623897}
{"data_time": 0.003942991141229868, "eta_seconds": 71044.56961967051, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26807563959955505, "fast_rcnn/fg_cls_accuracy": 0.6400862068965517, "iteration": 108059, "loss_box_reg": 0.009560006263200194, "loss_cls": 0.04388355289120227, "loss_rpn_cls": 0.0008880520122147573, "loss_rpn_loc": 0.002993834217704716, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376455090008676, "total_loss": 0.05723786637820183}
{"data_time": 0.0036985166370868683, "eta_seconds": 71040.29487948841, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3442887931034483, "fast_rcnn/fg_cls_accuracy": 0.6557112068965517, "iteration": 108079, "loss_box_reg": 0.008595466613769531, "loss_cls": 0.04651380586437881, "loss_rpn_cls": 0.0013194686491715402, "loss_rpn_loc": 0.002881654116208665, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5421655657701194, "total_loss": 0.06029742683136874}
{"data_time": 0.003953425446525216, "eta_seconds": 71043.69732362847, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.16228070175438597, "fast_rcnn/fg_cls_accuracy": 0.8377192982456141, "iteration": 108099, "loss_box_reg": 0.008726372063392773, "loss_cls": 0.044388146488927305, "loss_rpn_cls": 0.0008292105117106985, "loss_rpn_loc": 0.002638009556903853, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5467334489803761, "total_loss": 0.05669702738890692}
{"data_time": 0.0041253650560975075, "eta_seconds": 71018.75462588831, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22857142857142856, "fast_rcnn/fg_cls_accuracy": 0.721505376344086, "iteration": 108119, "loss_box_reg": 0.009528404712909833, "loss_cls": 0.04626448103226721, "loss_rpn_cls": 0.0011185686206545142, "loss_rpn_loc": 0.001967665539268637, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5404076837003231, "total_loss": 0.05998559544900672}
{"data_time": 0.003698892891407013, "eta_seconds": 70996.47517197719, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3709150326797386, "fast_rcnn/fg_cls_accuracy": 0.6104336043360434, "iteration": 108139, "loss_box_reg": 0.009376498172059655, "loss_cls": 0.04809136316180229, "loss_rpn_cls": 0.0006849623302969121, "loss_rpn_loc": 0.0018990223434229847, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5348384033422917, "total_loss": 0.06022499481854027}
{"data_time": 0.0037989113479852676, "eta_seconds": 70995.32778841909, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34490740740740744, "fast_rcnn/fg_cls_accuracy": 0.6550925925925926, "iteration": 108159, "loss_box_reg": 0.00998784351395443, "loss_cls": 0.049930257024243474, "loss_rpn_cls": 0.0009423290684935637, "loss_rpn_loc": 0.0029476460549631156, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5340671970043331, "total_loss": 0.062493649887414904}
{"data_time": 0.003962889080867171, "eta_seconds": 71014.6342965872, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40967365967365965, "fast_rcnn/fg_cls_accuracy": 0.5903263403263403, "iteration": 108179, "loss_box_reg": 0.009647847880842164, "loss_cls": 0.044077836093492806, "loss_rpn_cls": 0.0010891684860325768, "loss_rpn_loc": 0.0022601779528486077, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539402361959219, "total_loss": 0.056570874410965644}
{"data_time": 0.0039686523377895355, "eta_seconds": 71025.05328669818, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.17237237237237238, "fast_rcnn/fg_cls_accuracy": 0.8276276276276276, "iteration": 108199, "loss_box_reg": 0.008974523603683338, "loss_cls": 0.04108705883845687, "loss_rpn_cls": 0.0009571565746000488, "loss_rpn_loc": 0.0024197309157898417, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.531290321610868, "total_loss": 0.05274446525049825}
{"data_time": 0.0037190814036875963, "eta_seconds": 71014.27566690976, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5120431893687707, "fast_rcnn/fg_cls_accuracy": 0.48795681063122925, "iteration": 108219, "loss_box_reg": 0.010080980428028852, "loss_cls": 0.04672564298380166, "loss_rpn_cls": 0.0007328303657345714, "loss_rpn_loc": 0.0030116847901808796, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382404460106045, "total_loss": 0.06212752133296817}
{"data_time": 0.00394046981818974, "eta_seconds": 71016.86426697299, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.30352564102564106, "fast_rcnn/fg_cls_accuracy": 0.6747093023255815, "iteration": 108239, "loss_box_reg": 0.009046545077580959, "loss_cls": 0.04420665727229789, "loss_rpn_cls": 0.0010666929471199182, "loss_rpn_loc": 0.0024054733403318096, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5439609200693667, "total_loss": 0.059575261302725835}
{"data_time": 0.00484351790510118, "eta_seconds": 70987.34857430565, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.23863636363636365, "fast_rcnn/fg_cls_accuracy": 0.735, "iteration": 108259, "loss_box_reg": 0.008956452453276142, "loss_cls": 0.04869611724279821, "loss_rpn_cls": 0.0015242177466916473, "loss_rpn_loc": 0.00197749813014525, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5333674394059926, "total_loss": 0.061239914301950193}
{"data_time": 0.0038513573817908764, "eta_seconds": 70986.98421802581, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4375, "fast_rcnn/fg_cls_accuracy": 0.5625, "iteration": 108279, "loss_box_reg": 0.00942800665507093, "loss_cls": 0.04683688725344837, "loss_rpn_cls": 0.0007819462979341552, "loss_rpn_loc": 0.0019049304573854897, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443523772992194, "total_loss": 0.06051427668103315}
{"data_time": 0.004150350345298648, "eta_seconds": 70957.61923046596, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.42403846153846153, "fast_rcnn/fg_cls_accuracy": 0.5708333333333333, "iteration": 108299, "loss_box_reg": 0.009222723718266934, "loss_cls": 0.04661017830949277, "loss_rpn_cls": 0.001115045970209394, "loss_rpn_loc": 0.002012255212321179, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5367846661247313, "total_loss": 0.061503233757207454}
{"data_time": 0.0037828548811376095, "eta_seconds": 70946.8436677549, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.48684210526315785, "iteration": 108319, "loss_box_reg": 0.009433051513042301, "loss_cls": 0.0468616490252316, "loss_rpn_cls": 0.0010759051979221113, "loss_rpn_loc": 0.002525564752431819, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5387967189308256, "total_loss": 0.0630214008931489}
{"data_time": 0.004091189242899418, "eta_seconds": 70944.24135722104, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3721042471042471, "fast_rcnn/fg_cls_accuracy": 0.627895752895753, "iteration": 108339, "loss_box_reg": 0.008995128533570096, "loss_cls": 0.044900455279275775, "loss_rpn_cls": 0.0007173087892624608, "loss_rpn_loc": 0.002642140727402875, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5365180487278849, "total_loss": 0.05750243493906737}
{"data_time": 0.003640317590907216, "eta_seconds": 70952.18637509272, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23106060606060608, "fast_rcnn/fg_cls_accuracy": 0.7321428571428572, "iteration": 108359, "loss_box_reg": 0.008979496662504971, "loss_cls": 0.045565003412775695, "loss_rpn_cls": 0.0007884228070906829, "loss_rpn_loc": 0.0022208288100955542, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5368089179974049, "total_loss": 0.058925442452846255}
{"data_time": 0.0034410415682941675, "eta_seconds": 70979.093522646, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.23166368515205726, "fast_rcnn/fg_cls_accuracy": 0.7567084078711985, "iteration": 108379, "loss_box_reg": 0.009562194056343287, "loss_cls": 0.046587870456278324, "loss_rpn_cls": 0.0010740063451919468, "loss_rpn_loc": 0.0023034835739963455, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5434499422553927, "total_loss": 0.06113543875662231}
{"data_time": 0.003943460062146187, "eta_seconds": 70957.64556631981, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3920361247947455, "fast_rcnn/fg_cls_accuracy": 0.5952380952380952, "iteration": 108399, "loss_box_reg": 0.009385887969983742, "loss_cls": 0.04775814607273787, "loss_rpn_cls": 0.0007206228974609985, "loss_rpn_loc": 0.0022733314617653377, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5379920795094222, "total_loss": 0.06091590259933355}
{"data_time": 0.004008925054222345, "eta_seconds": 70940.56637100223, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.458980044345898, "fast_rcnn/fg_cls_accuracy": 0.5314505776636713, "iteration": 108419, "loss_box_reg": 0.009217653947416693, "loss_cls": 0.04546859720721841, "loss_rpn_cls": 0.0007688806553574068, "loss_rpn_loc": 0.0031750993148307316, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5274129139725119, "total_loss": 0.06083127204169614}
{"data_time": 0.003913665888831019, "eta_seconds": 70909.06778050587, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32181818181818184, "fast_rcnn/fg_cls_accuracy": 0.6781818181818182, "iteration": 108439, "loss_box_reg": 0.009276314580347389, "loss_cls": 0.045164129172917455, "loss_rpn_cls": 0.001109057304347516, "loss_rpn_loc": 0.002854472491890192, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406084752175957, "total_loss": 0.059914270019135074}
{"data_time": 0.0035860894713550806, "eta_seconds": 70919.00077524874, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38571428571428573, "fast_rcnn/fg_cls_accuracy": 0.6142857142857143, "iteration": 108459, "loss_box_reg": 0.009204794914694503, "loss_cls": 0.045721839531324804, "loss_rpn_cls": 0.0010615962426072656, "loss_rpn_loc": 0.001983959740755381, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542522732168436, "total_loss": 0.058424319253759904}
{"data_time": 0.003806638764217496, "eta_seconds": 70908.217977372, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6263066202090593, "iteration": 108479, "loss_box_reg": 0.008901178545784205, "loss_cls": 0.04567449411842972, "loss_rpn_cls": 0.0012239650321816953, "loss_rpn_loc": 0.00215540351200616, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367781994864345, "total_loss": 0.058026875418818236}
{"data_time": 0.003596775932237506, "eta_seconds": 70886.68342890404, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3426724137931034, "fast_rcnn/fg_cls_accuracy": 0.6573275862068966, "iteration": 108499, "loss_box_reg": 0.008973862859420478, "loss_cls": 0.047345811733976007, "loss_rpn_cls": 0.0007629894470255749, "loss_rpn_loc": 0.002195659033532138, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.532013623509556, "total_loss": 0.06048290471017026}
{"data_time": 0.003853912465274334, "eta_seconds": 70884.39422799437, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3549707602339181, "fast_rcnn/fg_cls_accuracy": 0.645029239766082, "iteration": 108519, "loss_box_reg": 0.009144063398707658, "loss_cls": 0.04333267279434949, "loss_rpn_cls": 0.001039340890343965, "loss_rpn_loc": 0.0033841905533336103, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5436068279668689, "total_loss": 0.055522904838085196}
{"data_time": 0.0036972109228372574, "eta_seconds": 70865.12110362016, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3607638888888889, "fast_rcnn/fg_cls_accuracy": 0.6392361111111111, "iteration": 108539, "loss_box_reg": 0.00962843419983983, "loss_cls": 0.04470659652724862, "loss_rpn_cls": 0.0008721177000552416, "loss_rpn_loc": 0.0028538454589579487, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376459285616875, "total_loss": 0.059107610620401374}
{"data_time": 0.0035715578123927116, "eta_seconds": 70844.38988862559, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4087301587301587, "fast_rcnn/fg_cls_accuracy": 0.5912698412698413, "iteration": 108559, "loss_box_reg": 0.009359939198475331, "loss_cls": 0.04743729799520224, "loss_rpn_cls": 0.0009717833246440932, "loss_rpn_loc": 0.002094904768455308, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5392628994304687, "total_loss": 0.06067925433259802}
{"data_time": 0.0038625432644039392, "eta_seconds": 70833.61023997888, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3777589134125636, "fast_rcnn/fg_cls_accuracy": 0.6222410865874364, "iteration": 108579, "loss_box_reg": 0.008667881309520453, "loss_cls": 0.043665370147209615, "loss_rpn_cls": 0.0005863190481250058, "loss_rpn_loc": 0.0022899447994859656, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395634106826037, "total_loss": 0.05478225789795488}
{"data_time": 0.0036278534680604935, "eta_seconds": 70841.26441046759, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3560855263157895, "fast_rcnn/fg_cls_accuracy": 0.6439144736842105, "iteration": 108599, "loss_box_reg": 0.009316056355601177, "loss_cls": 0.04616567277116701, "loss_rpn_cls": 0.0007509377593919453, "loss_rpn_loc": 0.0028243602137081325, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5430246395990252, "total_loss": 0.05975638274173889}
{"data_time": 0.003762964392080903, "eta_seconds": 70830.48195608589, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3902597402597403, "fast_rcnn/fg_cls_accuracy": 0.6097402597402597, "iteration": 108619, "loss_box_reg": 0.009448614058783278, "loss_cls": 0.04765416635200381, "loss_rpn_cls": 0.0008148639534510949, "loss_rpn_loc": 0.0026838302073883824, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5401073128450662, "total_loss": 0.06261345361639314}
{"data_time": 0.0037024281919002533, "eta_seconds": 70819.69950170419, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35158277114686043, "fast_rcnn/fg_cls_accuracy": 0.6484172288531396, "iteration": 108639, "loss_box_reg": 0.009952034248271957, "loss_cls": 0.04761700384551659, "loss_rpn_cls": 0.0009569437386289792, "loss_rpn_loc": 0.0020686485840997193, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389201366342604, "total_loss": 0.06335091110724989}
{"data_time": 0.0038088997825980186, "eta_seconds": 70812.3959742838, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42080745341614906, "fast_rcnn/fg_cls_accuracy": 0.5357142857142857, "iteration": 108659, "loss_box_reg": 0.009459988359594718, "loss_cls": 0.04417931183706969, "loss_rpn_cls": 0.0007457759465410163, "loss_rpn_loc": 0.0021887348411837593, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.539025068981573, "total_loss": 0.054711621054593707}
{"data_time": 0.0037949809338897467, "eta_seconds": 70806.27515046182, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3764705882352941, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 108679, "loss_box_reg": 0.00854030009941198, "loss_cls": 0.04472810769220814, "loss_rpn_cls": 0.0009523026013198432, "loss_rpn_loc": 0.0026011582413048018, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.538367577129975, "total_loss": 0.06021813653819663}
{"data_time": 0.0038901157677173615, "eta_seconds": 70795.49145628489, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4356060606060606, "fast_rcnn/fg_cls_accuracy": 0.553030303030303, "iteration": 108699, "loss_box_reg": 0.009848312241956592, "loss_cls": 0.046464115381240845, "loss_rpn_cls": 0.0009963954830709554, "loss_rpn_loc": 0.0024435278937744442, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409280015155673, "total_loss": 0.06001282960937715}
{"data_time": 0.0043755711521953344, "eta_seconds": 70795.13876651181, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3141025641025641, "fast_rcnn/fg_cls_accuracy": 0.6858974358974359, "iteration": 108719, "loss_box_reg": 0.00994272218667902, "loss_cls": 0.045554623706266284, "loss_rpn_cls": 0.0006602603187957357, "loss_rpn_loc": 0.002145760015991982, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.539294030983001, "total_loss": 0.05868340235480218}
{"data_time": 0.004248536890372634, "eta_seconds": 70769.26403773739, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4940191387559809, "fast_rcnn/fg_cls_accuracy": 0.5059808612440191, "iteration": 108739, "loss_box_reg": 0.009466759685892612, "loss_cls": 0.043898760224692523, "loss_rpn_cls": 0.0009694094349015359, "loss_rpn_loc": 0.0021304497677192558, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5350951000582427, "total_loss": 0.05747104953644566}
{"data_time": 0.0038581329863518476, "eta_seconds": 70763.14037375408, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4630630630630631, "fast_rcnn/fg_cls_accuracy": 0.536936936936937, "iteration": 108759, "loss_box_reg": 0.009643219644203782, "loss_cls": 0.0469021312892437, "loss_rpn_cls": 0.001614907845464586, "loss_rpn_loc": 0.0023126468404370826, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5343207134865224, "total_loss": 0.05948548279596366}
{"data_time": 0.0036817295476794243, "eta_seconds": 70752.35667957715, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.20714285714285713, "fast_rcnn/fg_cls_accuracy": 0.7899159663865546, "iteration": 108779, "loss_box_reg": 0.008808421931462362, "loss_cls": 0.043744886468630284, "loss_rpn_cls": 0.000998607087126402, "loss_rpn_loc": 0.0025797508242249023, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5333617657888681, "total_loss": 0.05709296591464863}
{"data_time": 0.00400400091893971, "eta_seconds": 70739.37826157664, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2758985200845666, "fast_rcnn/fg_cls_accuracy": 0.7089499647639183, "iteration": 108799, "loss_box_reg": 0.008958672900917009, "loss_cls": 0.045957702212035656, "loss_rpn_cls": 0.001007653084343474, "loss_rpn_loc": 0.002231925169326132, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387571130413562, "total_loss": 0.059415033780709336}
{"data_time": 0.003503871848806739, "eta_seconds": 70730.78929122328, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42961800104657244, "fast_rcnn/fg_cls_accuracy": 0.5703819989534276, "iteration": 108819, "loss_box_reg": 0.009079129056772217, "loss_cls": 0.045766646682750434, "loss_rpn_cls": 0.0013188408295263798, "loss_rpn_loc": 0.002640183671246632, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5394622697494924, "total_loss": 0.05947769530868641}
{"data_time": 0.003672373481094837, "eta_seconds": 70740.87391384877, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3997668997668998, "fast_rcnn/fg_cls_accuracy": 0.6002331002331003, "iteration": 108839, "loss_box_reg": 0.00891092317760922, "loss_cls": 0.04561422532424331, "loss_rpn_cls": 0.0007625693876889272, "loss_rpn_loc": 0.002562280944403028, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5468954129610211, "total_loss": 0.06171638311499805}
{"data_time": 0.0037741900887340307, "eta_seconds": 70743.83703949465, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.367948717948718, "fast_rcnn/fg_cls_accuracy": 0.5666666666666667, "iteration": 108859, "loss_box_reg": 0.009530433744657785, "loss_cls": 0.047607711399905384, "loss_rpn_cls": 0.0012232792663553482, "loss_rpn_loc": 0.0025020216726261424, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5399599235970527, "total_loss": 0.06178371279145267}
{"data_time": 0.0036442584823817015, "eta_seconds": 70753.5839998147, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41836734693877553, "fast_rcnn/fg_cls_accuracy": 0.5816326530612245, "iteration": 108879, "loss_box_reg": 0.009314938011812046, "loss_cls": 0.0437021367251873, "loss_rpn_cls": 0.0009748997406404669, "loss_rpn_loc": 0.00361211116432969, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5467697631102055, "total_loss": 0.058366139978261344}
{"data_time": 0.004056598525494337, "eta_seconds": 70750.41119436431, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24448217317487264, "fast_rcnn/fg_cls_accuracy": 0.7304900181488203, "iteration": 108899, "loss_box_reg": 0.009370775922434404, "loss_cls": 0.04427006759215146, "loss_rpn_cls": 0.0007404393244883067, "loss_rpn_loc": 0.0019483042269712314, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425870008766651, "total_loss": 0.05753016144609546}
{"data_time": 0.004259529989212751, "eta_seconds": 70697.72640877403, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.7272727272727273, "iteration": 108919, "loss_box_reg": 0.009481673274422064, "loss_cls": 0.04686375567689538, "loss_rpn_cls": 0.000990065366181625, "loss_rpn_loc": 0.0023881436227384256, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339481451082975, "total_loss": 0.06140077241400377}
{"data_time": 0.003804489504545927, "eta_seconds": 70685.73351800395, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4401098901098901, "fast_rcnn/fg_cls_accuracy": 0.5598901098901099, "iteration": 108939, "loss_box_reg": 0.008375229605007917, "loss_cls": 0.04737577313790098, "loss_rpn_cls": 0.0009733507360181193, "loss_rpn_loc": 0.002348034169699531, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5378799571190029, "total_loss": 0.05930723580451058}
{"data_time": 0.003574409056454897, "eta_seconds": 70674.94682577392, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.34547123623011017, "fast_rcnn/fg_cls_accuracy": 0.6545287637698899, "iteration": 108959, "loss_box_reg": 0.009105379111133516, "loss_cls": 0.047023578197695315, "loss_rpn_cls": 0.0013145307722197686, "loss_rpn_loc": 0.00205127771187108, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387970709707588, "total_loss": 0.060344188220256}
{"data_time": 0.003879917087033391, "eta_seconds": 70661.43862819416, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35317460317460314, "fast_rcnn/fg_cls_accuracy": 0.6107142857142858, "iteration": 108979, "loss_box_reg": 0.009136728447629139, "loss_cls": 0.04594884533435106, "loss_rpn_cls": 0.001328455354638436, "loss_rpn_loc": 0.0030386574326257687, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378081460949033, "total_loss": 0.05987333722578114}
{"data_time": 0.0038426690734922886, "eta_seconds": 70626.83533421857, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29591104734576756, "fast_rcnn/fg_cls_accuracy": 0.7040889526542324, "iteration": 108999, "loss_box_reg": 0.009175025159493089, "loss_cls": 0.04405786423012614, "loss_rpn_cls": 0.0008144685482136538, "loss_rpn_loc": 0.0023415017712977715, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379501306451857, "total_loss": 0.0579284624942602}
{"data_time": 0.003727685660123825, "eta_seconds": 70616.05269357702, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.44281045751633985, "fast_rcnn/fg_cls_accuracy": 0.5571895424836601, "iteration": 109019, "loss_box_reg": 0.008535256463801488, "loss_cls": 0.04521698737516999, "loss_rpn_cls": 0.0009093955468415515, "loss_rpn_loc": 0.002176247966417577, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429972782731056, "total_loss": 0.05790743073725935}
{"data_time": 0.003991439705714583, "eta_seconds": 70595.5920375716, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3111916264090177, "fast_rcnn/fg_cls_accuracy": 0.6888083735909822, "iteration": 109039, "loss_box_reg": 0.009997904911870137, "loss_cls": 0.04631329275434837, "loss_rpn_cls": 0.0009295671696349928, "loss_rpn_loc": 0.002511704216885846, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5478578885085881, "total_loss": 0.05905162895214744}
{"data_time": 0.0038185555022209883, "eta_seconds": 70599.1945865436, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3968023255813954, "fast_rcnn/fg_cls_accuracy": 0.6031976744186047, "iteration": 109059, "loss_box_reg": 0.009440441033802927, "loss_cls": 0.04578807682264596, "loss_rpn_cls": 0.0008444831392893093, "loss_rpn_loc": 0.002396054234850453, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423326620366424, "total_loss": 0.057848518370235524}
{"data_time": 0.00399143504910171, "eta_seconds": 70558.78060699184, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.47093023255813954, "fast_rcnn/fg_cls_accuracy": 0.5290697674418605, "iteration": 109079, "loss_box_reg": 0.00887697737198323, "loss_cls": 0.04748665168881416, "loss_rpn_cls": 0.0011206790111373266, "loss_rpn_loc": 0.002382829032285372, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373708424158394, "total_loss": 0.0604142567181043}
{"data_time": 0.0037780064158141613, "eta_seconds": 70548.0017738624, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36588235294117644, "fast_rcnn/fg_cls_accuracy": 0.5773524720893142, "iteration": 109099, "loss_box_reg": 0.010121561004780233, "loss_cls": 0.047103202203288674, "loss_rpn_cls": 0.0011117852959614538, "loss_rpn_loc": 0.0026525683169893455, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.54043063451536, "total_loss": 0.06274651278329202}
{"data_time": 0.0037753840442746878, "eta_seconds": 70528.91618494783, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41690821256038646, "fast_rcnn/fg_cls_accuracy": 0.5830917874396135, "iteration": 109119, "loss_box_reg": 0.009222923632478341, "loss_cls": 0.04529153631301597, "loss_rpn_cls": 0.0013516066278924654, "loss_rpn_loc": 0.00195250884462439, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5355740014929324, "total_loss": 0.05849078391486273}
{"data_time": 0.0038610449992120266, "eta_seconds": 70526.72834778158, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3245554035567716, "fast_rcnn/fg_cls_accuracy": 0.6754445964432285, "iteration": 109139, "loss_box_reg": 0.009072601184016094, "loss_cls": 0.048289906582795084, "loss_rpn_cls": 0.0009351398657031496, "loss_rpn_loc": 0.002037156154983677, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5357334343716502, "total_loss": 0.06048718936546038}
{"data_time": 0.003904709592461586, "eta_seconds": 70530.90506171994, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.25116279069767444, "fast_rcnn/fg_cls_accuracy": 0.7281475541299118, "iteration": 109159, "loss_box_reg": 0.008559516398236156, "loss_cls": 0.0457485486404039, "loss_rpn_cls": 0.0006195701118940633, "loss_rpn_loc": 0.0024128845070663374, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537333408370614, "total_loss": 0.05854021350279481}
{"data_time": 0.004204417346045375, "eta_seconds": 70482.6578195868, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.39473684210526316, "fast_rcnn/fg_cls_accuracy": 0.6052631578947368, "iteration": 109179, "loss_box_reg": 0.009378686605487019, "loss_cls": 0.04695231607183814, "loss_rpn_cls": 0.000584354221018657, "loss_rpn_loc": 0.002094654383654415, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5340768576133996, "total_loss": 0.05951522070131432}
{"data_time": 0.003688315162435174, "eta_seconds": 70485.80592987034, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2972027972027972, "fast_rcnn/fg_cls_accuracy": 0.7027972027972028, "iteration": 109199, "loss_box_reg": 0.010082078515551984, "loss_cls": 0.04551648395135999, "loss_rpn_cls": 0.0007968663015844868, "loss_rpn_loc": 0.0022496651581604965, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5402202955447137, "total_loss": 0.06078031170579834}
{"data_time": 0.0037669178564101458, "eta_seconds": 70475.35146918776, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40489130434782605, "fast_rcnn/fg_cls_accuracy": 0.5826086956521739, "iteration": 109219, "loss_box_reg": 0.00928484884207137, "loss_cls": 0.044430691632442176, "loss_rpn_cls": 0.0007059507533426768, "loss_rpn_loc": 0.0027147063847223762, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448701449204236, "total_loss": 0.056502608385869735}
{"data_time": 0.004032552940770984, "eta_seconds": 70450.33151517715, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39520098441345364, "fast_rcnn/fg_cls_accuracy": 0.6047990155865464, "iteration": 109239, "loss_box_reg": 0.008987557783257216, "loss_cls": 0.046620771987363696, "loss_rpn_cls": 0.0010193274251832918, "loss_rpn_loc": 0.002298475166753633, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399946197867393, "total_loss": 0.05943239375756093}
{"data_time": 0.004095728974789381, "eta_seconds": 70453.75721809105, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38841698841698846, "fast_rcnn/fg_cls_accuracy": 0.6115830115830116, "iteration": 109259, "loss_box_reg": 0.009107103920541704, "loss_cls": 0.046410407521761954, "loss_rpn_cls": 0.0007758501208172675, "loss_rpn_loc": 0.002065520033283974, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425212800037116, "total_loss": 0.0585876786582844}
{"data_time": 0.004075079225003719, "eta_seconds": 70439.89186299825, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.27134146341463417, "fast_rcnn/fg_cls_accuracy": 0.71875, "iteration": 109279, "loss_box_reg": 0.009080334159079939, "loss_cls": 0.04692583647556603, "loss_rpn_cls": 0.0011834474842089548, "loss_rpn_loc": 0.0017710667234496213, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5441029979847372, "total_loss": 0.06136374532604805}
{"data_time": 0.0035044311080127954, "eta_seconds": 70459.15528087341, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3630514705882353, "fast_rcnn/fg_cls_accuracy": 0.6153590425531915, "iteration": 109299, "loss_box_reg": 0.009667794103734195, "loss_cls": 0.04378503910265863, "loss_rpn_cls": 0.0009308107289029977, "loss_rpn_loc": 0.002435331593005685, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5435949943494052, "total_loss": 0.05744378890983626}
{"data_time": 0.004009803989902139, "eta_seconds": 70448.3735492446, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5227272727272727, "fast_rcnn/fg_cls_accuracy": 0.4772727272727273, "iteration": 109319, "loss_box_reg": 0.009622211044188589, "loss_cls": 0.04699937213445082, "loss_rpn_cls": 0.0010143688922426009, "loss_rpn_loc": 0.0026430910984345246, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.541972360573709, "total_loss": 0.060761146200718485}
{"data_time": 0.004335050471127033, "eta_seconds": 70437.59181761579, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27134146341463417, "fast_rcnn/fg_cls_accuracy": 0.7130335365853658, "iteration": 109339, "loss_box_reg": 0.009738752094563097, "loss_cls": 0.043271187925711274, "loss_rpn_cls": 0.0013600664118484929, "loss_rpn_loc": 0.00270662974435254, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365279694087803, "total_loss": 0.05941538673641844}
{"data_time": 0.0038317989092320204, "eta_seconds": 70408.47993430984, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 109359, "loss_box_reg": 0.009185189788695425, "loss_cls": 0.04928760533221066, "loss_rpn_cls": 0.0011606671517938594, "loss_rpn_loc": 0.0024121710757754045, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537406932329759, "total_loss": 0.06195084082287394}
{"data_time": 0.0034921064507216215, "eta_seconds": 70362.37531684898, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4138719512195122, "fast_rcnn/fg_cls_accuracy": 0.5423780487804878, "iteration": 109379, "loss_box_reg": 0.009285904438002035, "loss_cls": 0.04652255738619715, "loss_rpn_cls": 0.0008279540818421083, "loss_rpn_loc": 0.001683223641521181, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5355331611353904, "total_loss": 0.060139797058354816}
{"data_time": 0.00380612351000309, "eta_seconds": 70351.60180029087, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33687943262411346, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 109399, "loss_box_reg": 0.00916407973272726, "loss_cls": 0.04425312706734985, "loss_rpn_cls": 0.0011950218851097816, "loss_rpn_loc": 0.0023963438216014765, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5381876167375594, "total_loss": 0.058848832138494345}
{"data_time": 0.0045916789676994085, "eta_seconds": 70361.51523832767, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3563218390804598, "fast_rcnn/fg_cls_accuracy": 0.6436781609195402, "iteration": 109419, "loss_box_reg": 0.009473180078202859, "loss_cls": 0.04609604936558753, "loss_rpn_cls": 0.0009647034011095457, "loss_rpn_loc": 0.0024092855092021637, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5443600008729845, "total_loss": 0.061475412896299986}
{"data_time": 0.004055161494761705, "eta_seconds": 70338.68459580303, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.416988416988417, "fast_rcnn/fg_cls_accuracy": 0.583011583011583, "iteration": 109439, "loss_box_reg": 0.008478270523482934, "loss_cls": 0.04530697804875672, "loss_rpn_cls": 0.0016377554761675128, "loss_rpn_loc": 0.0024587819916632725, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5379793969914317, "total_loss": 0.058446630472303696}
{"data_time": 0.003520010504871607, "eta_seconds": 70327.90975728375, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43445378151260505, "fast_rcnn/fg_cls_accuracy": 0.5388704318936877, "iteration": 109459, "loss_box_reg": 0.008535495653632097, "loss_cls": 0.046102849883027375, "loss_rpn_cls": 0.0007662929851903755, "loss_rpn_loc": 0.0023981393533176742, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5404229855630547, "total_loss": 0.058944916770656164}
{"data_time": 0.0038759191520512104, "eta_seconds": 70325.29380453564, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3717948717948718, "fast_rcnn/fg_cls_accuracy": 0.6282051282051282, "iteration": 109479, "loss_box_reg": 0.00996379487332888, "loss_cls": 0.044915271748322994, "loss_rpn_cls": 0.000928330807198563, "loss_rpn_loc": 0.002170922038203571, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5373208106029779, "total_loss": 0.05862544077308485}
{"data_time": 0.003768125083297491, "eta_seconds": 70306.36008024518, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3902777777777778, "fast_rcnn/fg_cls_accuracy": 0.6097222222222223, "iteration": 109499, "loss_box_reg": 0.008958594495197758, "loss_cls": 0.04822532820980996, "loss_rpn_cls": 0.001150832142911895, "loss_rpn_loc": 0.002464328394125914, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5316426786594093, "total_loss": 0.061572417240086}
{"data_time": 0.003471709555014968, "eta_seconds": 70275.25481041241, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3829268292682927, "fast_rcnn/fg_cls_accuracy": 0.5926829268292683, "iteration": 109519, "loss_box_reg": 0.0089446363854222, "loss_cls": 0.04652909468859434, "loss_rpn_cls": 0.0007175531974326077, "loss_rpn_loc": 0.0023945953835209366, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5269441395066679, "total_loss": 0.05817855341786071}
{"data_time": 0.0038652264047414064, "eta_seconds": 70264.48308812175, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2861990950226244, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 109539, "loss_box_reg": 0.008976247278042138, "loss_cls": 0.044191304652485996, "loss_rpn_cls": 0.000774572119411232, "loss_rpn_loc": 0.00271141492339666, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5326950359158218, "total_loss": 0.05626491397910627}
{"data_time": 0.004188012098893523, "eta_seconds": 70258.56863691495, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.37564102564102564, "fast_rcnn/fg_cls_accuracy": 0.5815018315018315, "iteration": 109559, "loss_box_reg": 0.009589046007022262, "loss_cls": 0.04851927678100765, "loss_rpn_cls": 0.0007104730830178596, "loss_rpn_loc": 0.002075235897791572, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5391527435276657, "total_loss": 0.0617778988982991}
{"data_time": 0.003955852938815951, "eta_seconds": 70234.1415186068, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3979166666666667, "fast_rcnn/fg_cls_accuracy": 0.6020833333333333, "iteration": 109579, "loss_box_reg": 0.008712004404515028, "loss_cls": 0.046329669072292745, "loss_rpn_cls": 0.0007635439189925819, "loss_rpn_loc": 0.0022185098787304014, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5359806655906141, "total_loss": 0.05957783265790795}
{"data_time": 0.004103888990357518, "eta_seconds": 70223.37114550453, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46085858585858586, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 109599, "loss_box_reg": 0.009317163698142394, "loss_cls": 0.04898076946847141, "loss_rpn_cls": 0.0015562401462148046, "loss_rpn_loc": 0.0020711513025162276, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5439321859739721, "total_loss": 0.06238114432971997}
{"data_time": 0.0038094306364655495, "eta_seconds": 70221.39619895909, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.13466183574879226, "fast_rcnn/fg_cls_accuracy": 0.8653381642512077, "iteration": 109619, "loss_box_reg": 0.00970758980838582, "loss_cls": 0.048269643215462565, "loss_rpn_cls": 0.0009420361348020379, "loss_rpn_loc": 0.002358465633733431, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5435838378034532, "total_loss": 0.061407207071624725}
{"data_time": 0.0035300685558468103, "eta_seconds": 70230.9362106102, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3481416957026713, "fast_rcnn/fg_cls_accuracy": 0.6293650793650793, "iteration": 109639, "loss_box_reg": 0.008708632842171937, "loss_cls": 0.045499085186747834, "loss_rpn_cls": 0.0006692663642979824, "loss_rpn_loc": 0.002221612963694497, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5455025536939502, "total_loss": 0.05843557761011198}
{"data_time": 0.0035318846348673105, "eta_seconds": 70199.85275437776, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3788443616029823, "fast_rcnn/fg_cls_accuracy": 0.6211556383970177, "iteration": 109659, "loss_box_reg": 0.009021468402352184, "loss_cls": 0.04407372884452343, "loss_rpn_cls": 0.0012056276782459463, "loss_rpn_loc": 0.002791841689031571, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5270738452672958, "total_loss": 0.05810106154672212}
{"data_time": 0.0036918818950653076, "eta_seconds": 70193.93383469456, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.455026455026455, "fast_rcnn/fg_cls_accuracy": 0.5449735449735449, "iteration": 109679, "loss_box_reg": 0.010136523662367836, "loss_cls": 0.045417206129059196, "loss_rpn_cls": 0.000527165445873834, "loss_rpn_loc": 0.00279197313284385, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405548238195479, "total_loss": 0.06026646296686522}
{"data_time": 0.0037479621823877096, "eta_seconds": 70194.43384002498, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.31481481481481477, "fast_rcnn/fg_cls_accuracy": 0.6851851851851851, "iteration": 109699, "loss_box_reg": 0.00875325597007759, "loss_cls": 0.04477612569462508, "loss_rpn_cls": 0.0005799382366831196, "loss_rpn_loc": 0.002404764196398901, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5404499676078558, "total_loss": 0.05762474143773488}
{"data_time": 0.004023591987788677, "eta_seconds": 70194.61561512854, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.38446969696969696, "fast_rcnn/fg_cls_accuracy": 0.5610948191593352, "iteration": 109719, "loss_box_reg": 0.009681635070592165, "loss_cls": 0.0460265958099626, "loss_rpn_cls": 0.001062068708051811, "loss_rpn_loc": 0.0023655480254092254, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.54847521497868, "total_loss": 0.060261725865359494}
{"data_time": 0.0036754943430423737, "eta_seconds": 70187.54894240014, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3620689655172414, "fast_rcnn/fg_cls_accuracy": 0.6379310344827587, "iteration": 109739, "loss_box_reg": 0.009042202756972983, "loss_cls": 0.04452558537013829, "loss_rpn_cls": 0.0009519031054878724, "loss_rpn_loc": 0.0019686471168824937, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5355935045517981, "total_loss": 0.05730048424652523}
{"data_time": 0.003882770426571369, "eta_seconds": 70190.65286343498, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 109759, "loss_box_reg": 0.008714907860849053, "loss_cls": 0.04522312746848911, "loss_rpn_cls": 0.0008468301709854131, "loss_rpn_loc": 0.002810164645779878, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450424919836223, "total_loss": 0.05802697906597132}
{"data_time": 0.004130297107622027, "eta_seconds": 70190.6399884955, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4294871794871795, "fast_rcnn/fg_cls_accuracy": 0.5705128205128205, "iteration": 109779, "loss_box_reg": 0.009412125509697944, "loss_cls": 0.04704508377471939, "loss_rpn_cls": 0.0010587200639520233, "loss_rpn_loc": 0.0024490557334502228, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5443994989618659, "total_loss": 0.061099065420194165}
{"data_time": 0.0035938553046435118, "eta_seconds": 70161.20255223685, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3318059299191375, "fast_rcnn/fg_cls_accuracy": 0.6681940700808625, "iteration": 109799, "loss_box_reg": 0.009454194543650374, "loss_cls": 0.04657330905320123, "loss_rpn_cls": 0.0016609872499202538, "loss_rpn_loc": 0.0023271699974429794, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5348967791069299, "total_loss": 0.06254095063934528}
{"data_time": 0.004360278369858861, "eta_seconds": 70144.44314776175, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3350427350427351, "fast_rcnn/fg_cls_accuracy": 0.6440422322775264, "iteration": 109819, "loss_box_reg": 0.008856029569869861, "loss_cls": 0.04566679033450782, "loss_rpn_cls": 0.0009214304736815393, "loss_rpn_loc": 0.002255172696095542, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5329754813574255, "total_loss": 0.05792473173232793}
{"data_time": 0.00390261085703969, "eta_seconds": 70102.90725376178, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4020979020979021, "fast_rcnn/fg_cls_accuracy": 0.5979020979020979, "iteration": 109839, "loss_box_reg": 0.008571773825678974, "loss_cls": 0.04185017442796379, "loss_rpn_cls": 0.0009929674366730978, "loss_rpn_loc": 0.0022018330928403884, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5305681880563498, "total_loss": 0.05507081130713232}
{"data_time": 0.003849039552733302, "eta_seconds": 70096.98163136397, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.44294871794871793, "fast_rcnn/fg_cls_accuracy": 0.5570512820512821, "iteration": 109859, "loss_box_reg": 0.00867609865963459, "loss_cls": 0.04719923296943307, "loss_rpn_cls": 0.0009455589224671712, "loss_rpn_loc": 0.0020614311142708175, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5421763265039772, "total_loss": 0.05922998682569869}
{"data_time": 0.004092382499948144, "eta_seconds": 70061.94812364061, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.326671511627907, "fast_rcnn/fg_cls_accuracy": 0.673328488372093, "iteration": 109879, "loss_box_reg": 0.009452780679566786, "loss_cls": 0.04631630645599216, "loss_rpn_cls": 0.0007790146407842258, "loss_rpn_loc": 0.002327392496226821, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330491145141423, "total_loss": 0.06130679922603122}
{"data_time": 0.004285163478925824, "eta_seconds": 70051.17938560084, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47068511198945984, "fast_rcnn/fg_cls_accuracy": 0.5014781966001478, "iteration": 109899, "loss_box_reg": 0.009351498418254778, "loss_cls": 0.04944197356235236, "loss_rpn_cls": 0.001154208520802058, "loss_rpn_loc": 0.002445819503918756, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5411714946385473, "total_loss": 0.06350798419862258}
{"data_time": 0.004002932924777269, "eta_seconds": 70082.16227205121, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36813186813186816, "fast_rcnn/fg_cls_accuracy": 0.5783972125435539, "iteration": 109919, "loss_box_reg": 0.008629913703771308, "loss_cls": 0.04653306433465332, "loss_rpn_cls": 0.0011592632481551846, "loss_rpn_loc": 0.0019434675959928427, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.54442417062819, "total_loss": 0.060371187602072496}
{"data_time": 0.004061629995703697, "eta_seconds": 70076.08094441425, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.534375, "fast_rcnn/fg_cls_accuracy": 0.465625, "iteration": 109939, "loss_box_reg": 0.009494085912592709, "loss_cls": 0.047429226455278695, "loss_rpn_cls": 0.0009163904376805476, "loss_rpn_loc": 0.0020267290019546635, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5370095430407673, "total_loss": 0.05935157164810789}
{"data_time": 0.003660216461867094, "eta_seconds": 70070.54474316607, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34521276595744677, "fast_rcnn/fg_cls_accuracy": 0.595, "iteration": 109959, "loss_box_reg": 0.008995781769044697, "loss_cls": 0.046824628370814025, "loss_rpn_cls": 0.0008834468260374706, "loss_rpn_loc": 0.002427766059554415, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5473905804101378, "total_loss": 0.05857425747444722}
{"data_time": 0.0036009892355650663, "eta_seconds": 70058.23155848496, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33653846153846156, "fast_rcnn/fg_cls_accuracy": 0.6634615384615384, "iteration": 109979, "loss_box_reg": 0.008896033017663285, "loss_cls": 0.046771065914072096, "loss_rpn_cls": 0.0009469213552648625, "loss_rpn_loc": 0.002591287071481929, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367976874113083, "total_loss": 0.05975120259870437}
{"data_time": 0.004265450406819582, "eta_seconds": 70050.18406195729, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24315476190476187, "fast_rcnn/fg_cls_accuracy": 0.7568452380952382, "iteration": 109999, "loss_box_reg": 0.009778081759577617, "loss_cls": 0.045113896718248725, "loss_rpn_cls": 0.000896506249318918, "loss_rpn_loc": 0.0026255423053953564, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5445492689032108, "total_loss": 0.060406885968973256}
{"data_time": 0.004110121633857489, "eta_seconds": 70036.67866116576, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.36802232854864436, "fast_rcnn/fg_cls_accuracy": 0.6319776714513556, "iteration": 110019, "loss_box_reg": 0.008997715965961106, "loss_cls": 0.047146118129603565, "loss_rpn_cls": 0.0010071360322854161, "loss_rpn_loc": 0.002451306932925945, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5355041208676994, "total_loss": 0.06010384545152192}
{"data_time": 0.003582611447200179, "eta_seconds": 70025.90221250616, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30559540889526543, "fast_rcnn/fg_cls_accuracy": 0.6700348432055749, "iteration": 110039, "loss_box_reg": 0.009286063490435481, "loss_cls": 0.04426384367980063, "loss_rpn_cls": 0.000654322433319976, "loss_rpn_loc": 0.00227517754319706, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5420124588999897, "total_loss": 0.05686612706233518}
{"data_time": 0.003969731042161584, "eta_seconds": 70011.42566947918, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2785907859078591, "fast_rcnn/fg_cls_accuracy": 0.7214092140921409, "iteration": 110059, "loss_box_reg": 0.00921249674865976, "loss_cls": 0.044983193394728005, "loss_rpn_cls": 0.0007729569675518633, "loss_rpn_loc": 0.0022289766075118678, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5387796524446458, "total_loss": 0.05777384059581436}
{"data_time": 0.004102338338270783, "eta_seconds": 70010.31940452964, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2331989247311828, "fast_rcnn/fg_cls_accuracy": 0.7124311565696302, "iteration": 110079, "loss_box_reg": 0.009031008346937597, "loss_cls": 0.04548024944961071, "loss_rpn_cls": 0.001070867352325422, "loss_rpn_loc": 0.0018215357486042194, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405099550262094, "total_loss": 0.05871658646975675}
{"data_time": 0.0037277869414538145, "eta_seconds": 69985.1858557493, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.44712070874861576, "fast_rcnn/fg_cls_accuracy": 0.5528792912513842, "iteration": 110099, "loss_box_reg": 0.009261701095965691, "loss_cls": 0.047170710924547166, "loss_rpn_cls": 0.0012752786162764096, "loss_rpn_loc": 0.0026589864464767743, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5335414698347449, "total_loss": 0.06006174737439096}
{"data_time": 0.0035920084919780493, "eta_seconds": 69974.41069838242, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2673160173160173, "fast_rcnn/fg_cls_accuracy": 0.7326839826839827, "iteration": 110119, "loss_box_reg": 0.009266092005418614, "loss_cls": 0.04613829293521121, "loss_rpn_cls": 0.0010837598852617703, "loss_rpn_loc": 0.002016224156250246, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341669761110097, "total_loss": 0.06001137383907462}
{"data_time": 0.003639610018581152, "eta_seconds": 69972.01996920817, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5224489795918368, "fast_rcnn/fg_cls_accuracy": 0.4575581395348837, "iteration": 110139, "loss_box_reg": 0.009603369457181543, "loss_cls": 0.044746600615326315, "loss_rpn_cls": 0.001135246867306705, "loss_rpn_loc": 0.0025556100736139342, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5394907919690013, "total_loss": 0.05998322907908005}
{"data_time": 0.0037607685662806034, "eta_seconds": 69973.20551984361, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4660975609756097, "fast_rcnn/fg_cls_accuracy": 0.5339024390243903, "iteration": 110159, "loss_box_reg": 0.009428055549506098, "loss_cls": 0.0455434697214514, "loss_rpn_cls": 0.0006545314967922877, "loss_rpn_loc": 0.0020278707652323646, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416444048751146, "total_loss": 0.05964496338648928}
{"data_time": 0.003655498381704092, "eta_seconds": 69970.78595110518, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3774193548387097, "fast_rcnn/fg_cls_accuracy": 0.5741758241758241, "iteration": 110179, "loss_box_reg": 0.009097758564166725, "loss_cls": 0.04565363691654056, "loss_rpn_cls": 0.000994962367201424, "loss_rpn_loc": 0.0025781012445804663, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5317338672466576, "total_loss": 0.06012769924927852}
{"data_time": 0.004387219436466694, "eta_seconds": 69960.00637215399, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4117647058823529, "fast_rcnn/fg_cls_accuracy": 0.5882352941176471, "iteration": 110199, "loss_box_reg": 0.008973251868155785, "loss_cls": 0.04466580360895023, "loss_rpn_cls": 0.0007567651402951014, "loss_rpn_loc": 0.002866560662369011, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415481235831976, "total_loss": 0.05848049780865949}
{"data_time": 0.004059404833242297, "eta_seconds": 69950.82741757948, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4444444444444444, "fast_rcnn/fg_cls_accuracy": 0.5555555555555556, "iteration": 110219, "loss_box_reg": 0.009098865135456435, "loss_cls": 0.0462207697564736, "loss_rpn_cls": 0.0009928131693186515, "loss_rpn_loc": 0.0022997719770501135, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417663622647524, "total_loss": 0.05982494565137131}
{"data_time": 0.004476333502680063, "eta_seconds": 69938.44721425162, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.29625199362041466, "fast_rcnn/fg_cls_accuracy": 0.7037480063795853, "iteration": 110239, "loss_box_reg": 0.008923290530219674, "loss_cls": 0.04513341758865863, "loss_rpn_cls": 0.000699830279586422, "loss_rpn_loc": 0.0024709974059078377, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381763027980924, "total_loss": 0.0594710229253792}
{"data_time": 0.0034399405121803284, "eta_seconds": 69916.61268149223, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4708846584546472, "fast_rcnn/fg_cls_accuracy": 0.5291153415453527, "iteration": 110259, "loss_box_reg": 0.008650800387840718, "loss_cls": 0.047972830827347934, "loss_rpn_cls": 0.0007884647928904087, "loss_rpn_loc": 0.002679588813407463, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373897652607411, "total_loss": 0.05986151832476594}
{"data_time": 0.004013860365375876, "eta_seconds": 69896.58482859097, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3641891891891892, "fast_rcnn/fg_cls_accuracy": 0.6358108108108108, "iteration": 110279, "loss_box_reg": 0.009298033080995083, "loss_cls": 0.04585985641460866, "loss_rpn_cls": 0.0005547438240682823, "loss_rpn_loc": 0.00244844641747477, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5346557896118611, "total_loss": 0.05808444730411111}
{"data_time": 0.0044391273986548185, "eta_seconds": 69852.25754087162, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5086206896551724, "fast_rcnn/fg_cls_accuracy": 0.4658914728682171, "iteration": 110299, "loss_box_reg": 0.009343700192403048, "loss_cls": 0.04608149913838133, "loss_rpn_cls": 0.0010509742127169375, "loss_rpn_loc": 0.002644402233272558, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5356464772485197, "total_loss": 0.05862817050774538}
{"data_time": 0.003724203445017338, "eta_seconds": 69811.9658748277, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.44887706855791965, "fast_rcnn/fg_cls_accuracy": 0.5511229314420805, "iteration": 110319, "loss_box_reg": 0.009372377448016778, "loss_cls": 0.044692303286865354, "loss_rpn_cls": 0.0011227858493612075, "loss_rpn_loc": 0.002986600509757409, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5273644283879548, "total_loss": 0.06104468406692831}
{"data_time": 0.00399109092541039, "eta_seconds": 69817.92002427042, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.17509578544061305, "fast_rcnn/fg_cls_accuracy": 0.8190058479532163, "iteration": 110339, "loss_box_reg": 0.009124507603701204, "loss_cls": 0.04770646069664508, "loss_rpn_cls": 0.0009510316322121071, "loss_rpn_loc": 0.0022147376694192644, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5453555574640632, "total_loss": 0.061235109002780064}
{"data_time": 0.003950866404920816, "eta_seconds": 69790.43243018282, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2938099389712293, "fast_rcnn/fg_cls_accuracy": 0.6891891891891893, "iteration": 110359, "loss_box_reg": 0.009723492345074192, "loss_cls": 0.04602390533545986, "loss_rpn_cls": 0.000889022221997493, "loss_rpn_loc": 0.002043056412730948, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5328613992314786, "total_loss": 0.05915798660038263}
{"data_time": 0.00376739795319736, "eta_seconds": 69768.17622015509, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.36507936507936506, "fast_rcnn/fg_cls_accuracy": 0.6349206349206349, "iteration": 110379, "loss_box_reg": 0.008936494210502133, "loss_cls": 0.04473429231438786, "loss_rpn_cls": 0.0006673808638879564, "loss_rpn_loc": 0.0020107846503378823, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5289494490716606, "total_loss": 0.057243823607961986}
{"data_time": 0.0037126922979950905, "eta_seconds": 69757.41127061448, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.39020270270270274, "fast_rcnn/fg_cls_accuracy": 0.6097972972972974, "iteration": 110399, "loss_box_reg": 0.008568965073209256, "loss_cls": 0.0457189476583153, "loss_rpn_cls": 0.0007843913531360158, "loss_rpn_loc": 0.002326313424418913, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5402183383703232, "total_loss": 0.05821768863192034}
{"data_time": 0.004121218342334032, "eta_seconds": 69733.16333798622, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4996873045653534, "fast_rcnn/fg_cls_accuracy": 0.5003126954346466, "iteration": 110419, "loss_box_reg": 0.009063267265446484, "loss_cls": 0.04863332165405154, "loss_rpn_cls": 0.0013092899255298107, "loss_rpn_loc": 0.002204559659730876, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5338889556005597, "total_loss": 0.06179734329241171}
{"data_time": 0.0037062806077301502, "eta_seconds": 69735.88137153327, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4986922406277245, "fast_rcnn/fg_cls_accuracy": 0.5013077593722755, "iteration": 110439, "loss_box_reg": 0.008505257137585431, "loss_cls": 0.04468813771381974, "loss_rpn_cls": 0.0011627033767354078, "loss_rpn_loc": 0.003147838400764158, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5468082553707063, "total_loss": 0.05768176347055487}
{"data_time": 0.003533089067786932, "eta_seconds": 69711.63760092971, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.42291666666666666, "fast_rcnn/fg_cls_accuracy": 0.5770833333333334, "iteration": 110459, "loss_box_reg": 0.00925788193126209, "loss_cls": 0.044310475524980575, "loss_rpn_cls": 0.0011341771746629092, "loss_rpn_loc": 0.0018393101927358657, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411045092623681, "total_loss": 0.05876523371125586}
{"data_time": 0.0034902438055723906, "eta_seconds": 69700.87473240145, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29714285714285715, "fast_rcnn/fg_cls_accuracy": 0.7028571428571428, "iteration": 110479, "loss_box_reg": 0.00920574035262689, "loss_cls": 0.04520585748832673, "loss_rpn_cls": 0.0009862756074880963, "loss_rpn_loc": 0.0019968794294982217, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404033784288913, "total_loss": 0.05765818971246972}
{"data_time": 0.004209631588310003, "eta_seconds": 69717.62812626734, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3613899613899614, "fast_rcnn/fg_cls_accuracy": 0.62073732718894, "iteration": 110499, "loss_box_reg": 0.009555080265272409, "loss_cls": 0.045086853264365345, "loss_rpn_cls": 0.0009170380912451037, "loss_rpn_loc": 0.0036618807425838895, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5430478062480688, "total_loss": 0.06308726629265493}
{"data_time": 0.004144890932366252, "eta_seconds": 69761.23780473159, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4151469098277609, "fast_rcnn/fg_cls_accuracy": 0.5848530901722391, "iteration": 110519, "loss_box_reg": 0.008943767694290727, "loss_cls": 0.04554719850420952, "loss_rpn_cls": 0.001034717663515039, "loss_rpn_loc": 0.002258089356473647, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5447895899415016, "total_loss": 0.058884263876961995}
{"data_time": 0.003890060121193528, "eta_seconds": 69734.03785673622, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4222222222222222, "fast_rcnn/fg_cls_accuracy": 0.5543735224586288, "iteration": 110539, "loss_box_reg": 0.008402271021623164, "loss_cls": 0.04602259857347235, "loss_rpn_cls": 0.0012245011048435117, "loss_rpn_loc": 0.002070293248834787, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358391485642642, "total_loss": 0.06050133484359321}
{"data_time": 0.004316540434956551, "eta_seconds": 69699.45770788123, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3518379594898725, "fast_rcnn/fg_cls_accuracy": 0.6481620405101276, "iteration": 110559, "loss_box_reg": 0.009346766222734004, "loss_cls": 0.044639564701355994, "loss_rpn_cls": 0.0007970689945295817, "loss_rpn_loc": 0.0022226976579986513, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5344046074897051, "total_loss": 0.059267135414302174}
{"data_time": 0.004087373614311218, "eta_seconds": 69727.85475357901, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4161616161616162, "fast_rcnn/fg_cls_accuracy": 0.5822510822510822, "iteration": 110579, "loss_box_reg": 0.008725126332137734, "loss_cls": 0.04527456406503916, "loss_rpn_cls": 0.0008295208895106043, "loss_rpn_loc": 0.0020746964582940564, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539395869942382, "total_loss": 0.05764706919512719}
{"data_time": 0.0034485983196645975, "eta_seconds": 69688.21179003245, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4409090909090909, "fast_rcnn/fg_cls_accuracy": 0.5590909090909091, "iteration": 110599, "loss_box_reg": 0.008868500968674198, "loss_cls": 0.04585976561065763, "loss_rpn_cls": 0.0010463244142329131, "loss_rpn_loc": 0.0023966343724168837, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399121718946844, "total_loss": 0.0580111938724599}
{"data_time": 0.0035303644835948944, "eta_seconds": 69625.53465270367, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5002583979328166, "fast_rcnn/fg_cls_accuracy": 0.49974160206718343, "iteration": 110619, "loss_box_reg": 0.00897339274524711, "loss_cls": 0.044655211619101465, "loss_rpn_cls": 0.0008286042052532139, "loss_rpn_loc": 0.001969939188711578, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5309993743430823, "total_loss": 0.05829371043205356}
{"data_time": 0.004394287243485451, "eta_seconds": 69595.34149354883, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.364766081871345, "fast_rcnn/fg_cls_accuracy": 0.5935672514619883, "iteration": 110639, "loss_box_reg": 0.008763240737607703, "loss_cls": 0.04470664414111525, "loss_rpn_cls": 0.0006313106153186254, "loss_rpn_loc": 0.002933628078608308, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414068677928299, "total_loss": 0.05721007840114112}
{"data_time": 0.00438224570825696, "eta_seconds": 69604.00891564717, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3625603864734299, "fast_rcnn/fg_cls_accuracy": 0.6374396135265701, "iteration": 110659, "loss_box_reg": 0.009848101763054729, "loss_cls": 0.04750438907649368, "loss_rpn_cls": 0.0008649002660945371, "loss_rpn_loc": 0.002602987631689757, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382732665166259, "total_loss": 0.06139941713178132}
{"data_time": 0.003543505910784006, "eta_seconds": 69593.24604711891, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3970893970893971, "fast_rcnn/fg_cls_accuracy": 0.6029106029106028, "iteration": 110679, "loss_box_reg": 0.008502294862410054, "loss_cls": 0.046386067231651396, "loss_rpn_cls": 0.0013104084408723793, "loss_rpn_loc": 0.002831974776199786, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391808014828712, "total_loss": 0.06267473031402915}
{"data_time": 0.0035887400154024363, "eta_seconds": 69563.06190008856, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3398556231003039, "fast_rcnn/fg_cls_accuracy": 0.660144376899696, "iteration": 110699, "loss_box_reg": 0.008837342902552336, "loss_cls": 0.04502401780337095, "loss_rpn_cls": 0.0006927635971578638, "loss_rpn_loc": 0.002435972146486165, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5371570473071188, "total_loss": 0.059609463702599896}
{"data_time": 0.0038816651795059443, "eta_seconds": 69552.30203560181, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33854166666666663, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 110719, "loss_box_reg": 0.00929743141750805, "loss_cls": 0.045925759128294885, "loss_rpn_cls": 0.0008674157932091475, "loss_rpn_loc": 0.0028853837757196743, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5421104750130326, "total_loss": 0.05861702455172235}
{"data_time": 0.0038380539044737816, "eta_seconds": 69541.54217111506, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2737373737373737, "fast_rcnn/fg_cls_accuracy": 0.7085295656724229, "iteration": 110739, "loss_box_reg": 0.00912806365522556, "loss_cls": 0.046948359173256904, "loss_rpn_cls": 0.000648434993763658, "loss_rpn_loc": 0.0020541289377433714, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5377929538954049, "total_loss": 0.06104143957031738}
{"data_time": 0.0034891797695308924, "eta_seconds": 69526.73963542026, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3129274965800274, "fast_rcnn/fg_cls_accuracy": 0.6870725034199727, "iteration": 110759, "loss_box_reg": 0.00883037454332225, "loss_cls": 0.046721355291083455, "loss_rpn_cls": 0.0015349936164170686, "loss_rpn_loc": 0.001680205088632647, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5404323441907763, "total_loss": 0.05934412000289058}
{"data_time": 0.0038774944841861725, "eta_seconds": 69491.11697361851, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3292042042042042, "fast_rcnn/fg_cls_accuracy": 0.6707957957957957, "iteration": 110779, "loss_box_reg": 0.009575833915732801, "loss_cls": 0.04289693996543065, "loss_rpn_cls": 0.000906722125023407, "loss_rpn_loc": 0.0023131954312702874, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5336997385602444, "total_loss": 0.055609983057877344}
{"data_time": 0.004036281956359744, "eta_seconds": 69509.2625776548, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35623678646934465, "fast_rcnn/fg_cls_accuracy": 0.6437632135306555, "iteration": 110799, "loss_box_reg": 0.009437449596589431, "loss_cls": 0.046473701717332006, "loss_rpn_cls": 0.0008946555153670488, "loss_rpn_loc": 0.0022671711230941582, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5470984354615211, "total_loss": 0.05943363586874284}
{"data_time": 0.004659001715481281, "eta_seconds": 69555.53497989057, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4069264069264069, "fast_rcnn/fg_cls_accuracy": 0.5753968253968254, "iteration": 110819, "loss_box_reg": 0.008704223233507946, "loss_cls": 0.045194563339464366, "loss_rpn_cls": 0.0007186991989556191, "loss_rpn_loc": 0.002213488594861701, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444277860224247, "total_loss": 0.058117127474247354}
{"data_time": 0.004368974594399333, "eta_seconds": 69594.63760694861, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45833333333333337, "fast_rcnn/fg_cls_accuracy": 0.5416666666666667, "iteration": 110839, "loss_box_reg": 0.009284709463827312, "loss_cls": 0.047323480364866555, "loss_rpn_cls": 0.0008704549068170309, "loss_rpn_loc": 0.002809477082337253, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434397230856121, "total_loss": 0.06029483265433555}
{"data_time": 0.003579083364456892, "eta_seconds": 69588.24765786552, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23901808785529716, "fast_rcnn/fg_cls_accuracy": 0.7341619887730553, "iteration": 110859, "loss_box_reg": 0.009848794143181294, "loss_cls": 0.04374012694461271, "loss_rpn_cls": 0.0010603138755413966, "loss_rpn_loc": 0.0025114315631071804, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444558204617351, "total_loss": 0.05823830376039041}
{"data_time": 0.004238314926624298, "eta_seconds": 69592.10992831085, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.47246376811594204, "fast_rcnn/fg_cls_accuracy": 0.517626321974148, "iteration": 110879, "loss_box_reg": 0.009175215702271089, "loss_cls": 0.045945134945213795, "loss_rpn_cls": 0.0008700825801497558, "loss_rpn_loc": 0.0020427639974514022, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423969014082104, "total_loss": 0.06044202515658981}
{"data_time": 0.003857470816001296, "eta_seconds": 69581.33056477923, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3995726495726496, "fast_rcnn/fg_cls_accuracy": 0.6004273504273505, "iteration": 110899, "loss_box_reg": 0.00870833219960332, "loss_cls": 0.04131044365931302, "loss_rpn_cls": 0.0012964058991542515, "loss_rpn_loc": 0.003221375689463457, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5445300505962223, "total_loss": 0.05688689450218476}
{"data_time": 0.0037930584512650967, "eta_seconds": 69515.87751307315, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3578431372549019, "fast_rcnn/fg_cls_accuracy": 0.642156862745098, "iteration": 110919, "loss_box_reg": 0.009295775584178045, "loss_cls": 0.046584850177168846, "loss_rpn_cls": 0.0008254410976178406, "loss_rpn_loc": 0.002583393841632642, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5269068637862802, "total_loss": 0.05969047719008813}
{"data_time": 0.0043682444375008345, "eta_seconds": 69506.996154299, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2982456140350877, "fast_rcnn/fg_cls_accuracy": 0.7017543859649122, "iteration": 110939, "loss_box_reg": 0.009345911297714338, "loss_cls": 0.046130427392199636, "loss_rpn_cls": 0.0008404532125041442, "loss_rpn_loc": 0.0022757531592105806, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404740395024419, "total_loss": 0.06170605389706907}
{"data_time": 0.004034040030092001, "eta_seconds": 69494.33572845324, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.27239641657334823, "fast_rcnn/fg_cls_accuracy": 0.7276035834266517, "iteration": 110959, "loss_box_reg": 0.00891035413951613, "loss_cls": 0.04630097100744024, "loss_rpn_cls": 0.0011469973446764925, "loss_rpn_loc": 0.002036327492533019, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419699742924422, "total_loss": 0.059243267845886294}
{"data_time": 0.0033186841756105423, "eta_seconds": 69483.69863449247, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3613053613053613, "fast_rcnn/fg_cls_accuracy": 0.6386946386946387, "iteration": 110979, "loss_box_reg": 0.008242864831117913, "loss_cls": 0.04657847684575245, "loss_rpn_cls": 0.0013786270912987675, "loss_rpn_loc": 0.002576760027295677, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5345116849057376, "total_loss": 0.05788160049905855}
{"data_time": 0.00424909102730453, "eta_seconds": 69467.12272234564, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4131818181818182, "fast_rcnn/fg_cls_accuracy": 0.5555102040816327, "iteration": 110999, "loss_box_reg": 0.008417477452894673, "loss_cls": 0.044378820864949375, "loss_rpn_cls": 0.0005751824232902436, "loss_rpn_loc": 0.002632911695400253, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5402946332469583, "total_loss": 0.05673392045991932}
{"data_time": 0.0040572639554739, "eta_seconds": 69456.35270928801, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3000931966449208, "fast_rcnn/fg_cls_accuracy": 0.6999068033550793, "iteration": 111019, "loss_box_reg": 0.008852996776113287, "loss_cls": 0.046045720227994025, "loss_rpn_cls": 0.0006248829495234531, "loss_rpn_loc": 0.0026603576297929976, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5362064600922167, "total_loss": 0.05939715253430222}
{"data_time": 0.004056400852277875, "eta_seconds": 69451.38589534094, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4121212121212121, "fast_rcnn/fg_cls_accuracy": 0.5757575757575758, "iteration": 111039, "loss_box_reg": 0.010441159916808829, "loss_cls": 0.04485296574421227, "loss_rpn_cls": 0.0009330838556707022, "loss_rpn_loc": 0.0021368606085161446, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426851101219654, "total_loss": 0.05898347942934379}
{"data_time": 0.003821322461590171, "eta_seconds": 69426.31064817635, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.36877828054298645, "fast_rcnn/fg_cls_accuracy": 0.6312217194570136, "iteration": 111059, "loss_box_reg": 0.009038292104378343, "loss_cls": 0.044200017931871116, "loss_rpn_cls": 0.0006155075311653491, "loss_rpn_loc": 0.0027218506547797006, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367331781890243, "total_loss": 0.0576478284734776}
{"data_time": 0.004335642093792558, "eta_seconds": 69415.54195386684, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3119047619047619, "fast_rcnn/fg_cls_accuracy": 0.6880952380952381, "iteration": 111079, "loss_box_reg": 0.008684803295182064, "loss_cls": 0.04707015445455909, "loss_rpn_cls": 0.0008771471639192896, "loss_rpn_loc": 0.0023848346045269864, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5500178576912731, "total_loss": 0.060171206658765186}
{"data_time": 0.0033903259318321943, "eta_seconds": 69436.12780371308, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4891304347826087, "fast_rcnn/fg_cls_accuracy": 0.5108695652173914, "iteration": 111099, "loss_box_reg": 0.008895152423065156, "loss_cls": 0.044842198316473514, "loss_rpn_cls": 0.0008540093776900903, "loss_rpn_loc": 0.0022666801523882896, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411927364766598, "total_loss": 0.05668150162506436}
{"data_time": 0.0040180503856390715, "eta_seconds": 69443.76777371764, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3485576923076923, "fast_rcnn/fg_cls_accuracy": 0.6514423076923077, "iteration": 111119, "loss_box_reg": 0.00883733993396163, "loss_cls": 0.04528411047067493, "loss_rpn_cls": 0.0012219768352679239, "loss_rpn_loc": 0.00250900012179045, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5376513374503702, "total_loss": 0.0587145300719385}
{"data_time": 0.0034726064186543226, "eta_seconds": 69443.00619820901, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.42373461012311897, "fast_rcnn/fg_cls_accuracy": 0.576265389876881, "iteration": 111139, "loss_box_reg": 0.00949612830299884, "loss_cls": 0.04623106576036662, "loss_rpn_cls": 0.0012363469065803656, "loss_rpn_loc": 0.003066880326514365, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5457360490690917, "total_loss": 0.060357110866561925}
{"data_time": 0.003485022345557809, "eta_seconds": 69403.80712607503, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 111159, "loss_box_reg": 0.008852489409036934, "loss_cls": 0.04583693441236392, "loss_rpn_cls": 0.0018770807250803045, "loss_rpn_loc": 0.0021997796447976725, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5357142114080489, "total_loss": 0.05963923107907476}
{"data_time": 0.0044605468865484, "eta_seconds": 69421.45025616349, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3411764705882353, "fast_rcnn/fg_cls_accuracy": 0.6588235294117647, "iteration": 111179, "loss_box_reg": 0.009311049827374518, "loss_cls": 0.04329175432212651, "loss_rpn_cls": 0.0010011522660988703, "loss_rpn_loc": 0.002846006926120026, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5397453354671597, "total_loss": 0.058528621319737795}
{"data_time": 0.0035009747371077538, "eta_seconds": 69392.79217110644, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21904761904761905, "fast_rcnn/fg_cls_accuracy": 0.780952380952381, "iteration": 111199, "loss_box_reg": 0.008945721841882914, "loss_cls": 0.047018066979944706, "loss_rpn_cls": 0.0010323134472969286, "loss_rpn_loc": 0.002706895102164708, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5357592040672898, "total_loss": 0.059988353654716775}
{"data_time": 0.0037348847836256027, "eta_seconds": 69335.19916446623, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.13804554079696396, "fast_rcnn/fg_cls_accuracy": 0.8243727598566308, "iteration": 111219, "loss_box_reg": 0.009195146994898096, "loss_cls": 0.042645571811590344, "loss_rpn_cls": 0.0012429554479922444, "loss_rpn_loc": 0.002247729014925426, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5354679743759334, "total_loss": 0.056088925483550156}
{"data_time": 0.0035652276128530502, "eta_seconds": 69327.10433347453, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2898981324278438, "fast_rcnn/fg_cls_accuracy": 0.6881720430107527, "iteration": 111239, "loss_box_reg": 0.009181413101032376, "loss_cls": 0.04888297291472554, "loss_rpn_cls": 0.0011939433442762493, "loss_rpn_loc": 0.0021895510399190243, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5402960970532149, "total_loss": 0.06263084504738003}
{"data_time": 0.00459068501368165, "eta_seconds": 69321.21068450133, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28214285714285714, "fast_rcnn/fg_cls_accuracy": 0.7083333333333333, "iteration": 111259, "loss_box_reg": 0.008902524597942829, "loss_cls": 0.04382394696585834, "loss_rpn_cls": 0.0012566593850351637, "loss_rpn_loc": 0.002113412350809085, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396630326285958, "total_loss": 0.05886066927411093}
{"data_time": 0.003591116052120924, "eta_seconds": 69349.69139259006, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5567567567567567, "iteration": 111279, "loss_box_reg": 0.009270549635402858, "loss_cls": 0.042384235886856914, "loss_rpn_cls": 0.0007962538182368917, "loss_rpn_loc": 0.0033283130687777884, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442274711094797, "total_loss": 0.05570843318093921}
{"data_time": 0.0038645134773105383, "eta_seconds": 69351.15154610039, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3093112244897959, "fast_rcnn/fg_cls_accuracy": 0.6619318181818181, "iteration": 111299, "loss_box_reg": 0.009300252015236765, "loss_cls": 0.04472322261426598, "loss_rpn_cls": 0.0008904912710931967, "loss_rpn_loc": 0.002888815090045682, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385677758604288, "total_loss": 0.05874296790716471}
{"data_time": 0.0038682245649397373, "eta_seconds": 69404.27345712879, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23358585858585856, "fast_rcnn/fg_cls_accuracy": 0.7664141414141414, "iteration": 111319, "loss_box_reg": 0.008746948617044836, "loss_cls": 0.048131675575859845, "loss_rpn_cls": 0.0008961115899523975, "loss_rpn_loc": 0.0022071477833378594, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.547781347995624, "total_loss": 0.060574982637859875}
{"data_time": 0.003957089968025684, "eta_seconds": 69378.38648607535, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3555143160127253, "fast_rcnn/fg_cls_accuracy": 0.6444856839872747, "iteration": 111339, "loss_box_reg": 0.008457853982690722, "loss_cls": 0.04492514522280544, "loss_rpn_cls": 0.0009063312061243778, "loss_rpn_loc": 0.0027160428289789706, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5440794080495834, "total_loss": 0.05652602244890659}
{"data_time": 0.0044093376491218805, "eta_seconds": 69399.79479828314, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3853965183752418, "fast_rcnn/fg_cls_accuracy": 0.6146034816247583, "iteration": 111359, "loss_box_reg": 0.008457862684736028, "loss_cls": 0.04384551878320053, "loss_rpn_cls": 0.0013897778703721997, "loss_rpn_loc": 0.0021882213586650323, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.538909399881959, "total_loss": 0.05663224884040119}
{"data_time": 0.0040536385495215654, "eta_seconds": 69400.39017965831, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5608974358974359, "fast_rcnn/fg_cls_accuracy": 0.4391025641025641, "iteration": 111379, "loss_box_reg": 0.008878632943378761, "loss_cls": 0.045993034611456096, "loss_rpn_cls": 0.0011472395721057183, "loss_rpn_loc": 0.0027790895437647123, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5366424918174744, "total_loss": 0.05884145876814273}
{"data_time": 0.003708962816745043, "eta_seconds": 69393.59002651926, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.423125, "fast_rcnn/fg_cls_accuracy": 0.576875, "iteration": 111399, "loss_box_reg": 0.008616936975158751, "loss_cls": 0.045924421632662416, "loss_rpn_cls": 0.0009336119610452442, "loss_rpn_loc": 0.002423987771180691, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404508800711483, "total_loss": 0.05771514104083053}
{"data_time": 0.004122090060263872, "eta_seconds": 69396.46892397688, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3825722273998136, "fast_rcnn/fg_cls_accuracy": 0.6118243243243243, "iteration": 111419, "loss_box_reg": 0.010356335202232003, "loss_cls": 0.0489627854549326, "loss_rpn_cls": 0.0010706522676855457, "loss_rpn_loc": 0.0031050179604790173, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.545446919510141, "total_loss": 0.06183109635406936}
{"data_time": 0.004633059957996011, "eta_seconds": 69383.01736462023, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.33241758241758246, "fast_rcnn/fg_cls_accuracy": 0.6675824175824177, "iteration": 111439, "loss_box_reg": 0.009181919507682323, "loss_cls": 0.045673781423829496, "loss_rpn_cls": 0.0012909652814130368, "loss_rpn_loc": 0.0023187926344689913, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5446612956002355, "total_loss": 0.06020968294501472}
{"data_time": 0.003685826901346445, "eta_seconds": 69374.8805185596, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5086206896551724, "fast_rcnn/fg_cls_accuracy": 0.4913793103448276, "iteration": 111459, "loss_box_reg": 0.008681870182044804, "loss_cls": 0.04602644522674382, "loss_rpn_cls": 0.0007981996715216155, "loss_rpn_loc": 0.0024345484125660732, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540432337205857, "total_loss": 0.05827243638623969}
{"data_time": 0.00395007012411952, "eta_seconds": 69368.46863104752, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36752717391304346, "fast_rcnn/fg_cls_accuracy": 0.6324728260869565, "iteration": 111479, "loss_box_reg": 0.008957692072726786, "loss_cls": 0.04721823171712458, "loss_rpn_cls": 0.0009138812694118315, "loss_rpn_loc": 0.002440396576275816, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5415857515763491, "total_loss": 0.06004220124702897}
{"data_time": 0.0041419449262320995, "eta_seconds": 69350.63599669468, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.32430069930069927, "fast_rcnn/fg_cls_accuracy": 0.6677807486631016, "iteration": 111499, "loss_box_reg": 0.008543126779841259, "loss_cls": 0.04536983190337196, "loss_rpn_cls": 0.0013567359051194217, "loss_rpn_loc": 0.0022449074622272747, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5359022156335413, "total_loss": 0.0581690998508293}
{"data_time": 0.003893497632816434, "eta_seconds": 69332.35363752348, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.6797235023041475, "iteration": 111519, "loss_box_reg": 0.00918648176593706, "loss_cls": 0.046616957522928715, "loss_rpn_cls": 0.000953721555760012, "loss_rpn_loc": 0.0028213235673320014, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5422425051219761, "total_loss": 0.05923737034902388}
{"data_time": 0.004083000821992755, "eta_seconds": 69331.70370772504, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4124579124579124, "fast_rcnn/fg_cls_accuracy": 0.5875420875420876, "iteration": 111539, "loss_box_reg": 0.008305027557071298, "loss_cls": 0.042500947951339185, "loss_rpn_cls": 0.0008164032562945067, "loss_rpn_loc": 0.0024764136105659418, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5454966749530286, "total_loss": 0.05381711373871667}
{"data_time": 0.004166487604379654, "eta_seconds": 69327.37119813799, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.45457537853851215, "fast_rcnn/fg_cls_accuracy": 0.4884353741496599, "iteration": 111559, "loss_box_reg": 0.009744800627231598, "loss_cls": 0.045289547415450215, "loss_rpn_cls": 0.0011801143224374755, "loss_rpn_loc": 0.002386195385042811, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544505387544632, "total_loss": 0.06068177972815647}
{"data_time": 0.0035652436781674623, "eta_seconds": 69316.57598925638, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.733974358974359, "iteration": 111579, "loss_box_reg": 0.009198808198561892, "loss_cls": 0.047339860699139535, "loss_rpn_cls": 0.0008021465660021931, "loss_rpn_loc": 0.0022036038481019204, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387088835705072, "total_loss": 0.06029269809636162}
{"data_time": 0.0035025286488234997, "eta_seconds": 69303.69932302996, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.35296934865900387, "fast_rcnn/fg_cls_accuracy": 0.6470306513409961, "iteration": 111599, "loss_box_reg": 0.008398878533625975, "loss_cls": 0.0428865632857196, "loss_rpn_cls": 0.0010289563865626405, "loss_rpn_loc": 0.0021185582445468754, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5369177758693695, "total_loss": 0.05503011380912426}
{"data_time": 0.0037903892807662487, "eta_seconds": 69306.28040565224, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.41951219512195126, "fast_rcnn/fg_cls_accuracy": 0.5804878048780489, "iteration": 111619, "loss_box_reg": 0.00888446532189846, "loss_cls": 0.04645652859471738, "loss_rpn_cls": 0.0013609968538048633, "loss_rpn_loc": 0.0028467389129218645, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5457326448522508, "total_loss": 0.06156794598598481}
{"data_time": 0.003867537947371602, "eta_seconds": 69287.76064865221, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3119694397283531, "fast_rcnn/fg_cls_accuracy": 0.6880305602716469, "iteration": 111639, "loss_box_reg": 0.008972021343652159, "loss_cls": 0.04549571743700653, "loss_rpn_cls": 0.0006761321757267069, "loss_rpn_loc": 0.0022340326195262605, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5381536008790135, "total_loss": 0.05900755488505638}
{"data_time": 0.004188415594398975, "eta_seconds": 69276.96488348232, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4422336328626444, "fast_rcnn/fg_cls_accuracy": 0.5577663671373556, "iteration": 111659, "loss_box_reg": 0.008859381370712072, "loss_cls": 0.044593301485292614, "loss_rpn_cls": 0.0017200704123752075, "loss_rpn_loc": 0.0027518912575033028, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5353762144222856, "total_loss": 0.05918554932497955}
{"data_time": 0.003957078326493502, "eta_seconds": 69271.15010241815, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3771213073538655, "fast_rcnn/fg_cls_accuracy": 0.6228786926461345, "iteration": 111679, "loss_box_reg": 0.009096018300624564, "loss_cls": 0.045581812446471304, "loss_rpn_cls": 0.0004887598857408193, "loss_rpn_loc": 0.002570873026343179, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5409103978890926, "total_loss": 0.05922813997551657}
{"data_time": 0.004053093958646059, "eta_seconds": 69260.35356091638, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2933806146572104, "fast_rcnn/fg_cls_accuracy": 0.7066193853427896, "iteration": 111699, "loss_box_reg": 0.008296001760754734, "loss_cls": 0.044663555338047445, "loss_rpn_cls": 0.0010425750718923155, "loss_rpn_loc": 0.0021464531473611714, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358316597994417, "total_loss": 0.0560488709956104}
{"data_time": 0.0036831784527748823, "eta_seconds": 69241.00952708512, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4606060606060606, "fast_rcnn/fg_cls_accuracy": 0.5333333333333333, "iteration": 111719, "loss_box_reg": 0.009290598885854706, "loss_cls": 0.045580542529933155, "loss_rpn_cls": 0.0009395466596515689, "loss_rpn_loc": 0.002282449397171149, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.537512527545914, "total_loss": 0.05770348697456029}
{"data_time": 0.004214152926579118, "eta_seconds": 69233.78182280273, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.43040293040293043, "fast_rcnn/fg_cls_accuracy": 0.5695970695970696, "iteration": 111739, "loss_box_reg": 0.008808409358607605, "loss_cls": 0.04673149052541703, "loss_rpn_cls": 0.0007983227138765869, "loss_rpn_loc": 0.002340758943319088, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366623848676682, "total_loss": 0.061695252021422675}
{"data_time": 0.003801264800131321, "eta_seconds": 69219.80401440198, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3972527472527473, "fast_rcnn/fg_cls_accuracy": 0.6027472527472527, "iteration": 111759, "loss_box_reg": 0.009576386248227209, "loss_cls": 0.04703892767429352, "loss_rpn_cls": 0.00045883456573392323, "loss_rpn_loc": 0.002297028357133968, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5385414983611554, "total_loss": 0.05887095444688839}
{"data_time": 0.0040144301019608974, "eta_seconds": 69225.4282338086, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 111779, "loss_box_reg": 0.008860283211106434, "loss_cls": 0.04584506945684552, "loss_rpn_cls": 0.0007993777843466887, "loss_rpn_loc": 0.002880559732147958, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414172580931336, "total_loss": 0.05822872320368333}
{"data_time": 0.0033730503637343645, "eta_seconds": 69201.39452729304, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3668582375478927, "fast_rcnn/fg_cls_accuracy": 0.6159003831417624, "iteration": 111799, "loss_box_reg": 0.009932739252690226, "loss_cls": 0.044476703624241054, "loss_rpn_cls": 0.0005926571247982793, "loss_rpn_loc": 0.0024226152600022033, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5353443995118141, "total_loss": 0.05806114916703109}
{"data_time": 0.003678994718939066, "eta_seconds": 69187.41820767196, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4634453781512605, "fast_rcnn/fg_cls_accuracy": 0.5365546218487395, "iteration": 111819, "loss_box_reg": 0.009181466739391908, "loss_cls": 0.045666612742934376, "loss_rpn_cls": 0.0010217411783060015, "loss_rpn_loc": 0.002040367337031057, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424100160598755, "total_loss": 0.05803340750469488}
{"data_time": 0.003643964882940054, "eta_seconds": 69179.80299695325, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 111839, "loss_box_reg": 0.009121514187427238, "loss_cls": 0.04332626680843532, "loss_rpn_cls": 0.0011570858594041056, "loss_rpn_loc": 0.002581012093287427, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432997953612357, "total_loss": 0.05688672429550934}
{"data_time": 0.0041399369947612286, "eta_seconds": 69173.98122890224, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6532019704433498, "iteration": 111859, "loss_box_reg": 0.008870325167663395, "loss_cls": 0.04758231830783188, "loss_rpn_cls": 0.0010588468344678859, "loss_rpn_loc": 0.0028480798755481374, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5455524865537882, "total_loss": 0.0602224297392695}
{"data_time": 0.003856420051306486, "eta_seconds": 69152.57093765563, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.37647521636506687, "fast_rcnn/fg_cls_accuracy": 0.6235247836349331, "iteration": 111879, "loss_box_reg": 0.009391075844177976, "loss_cls": 0.045973058440722525, "loss_rpn_cls": 0.001141221474069809, "loss_rpn_loc": 0.002501946426491486, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5348035804927349, "total_loss": 0.06030981877623276}
{"data_time": 0.0038497205823659897, "eta_seconds": 69143.85264715063, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3958333333333333, "fast_rcnn/fg_cls_accuracy": 0.6041666666666666, "iteration": 111899, "loss_box_reg": 0.00932785531040281, "loss_cls": 0.0440831936430186, "loss_rpn_cls": 0.0008575402180213132, "loss_rpn_loc": 0.002455976926285075, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5499945599585772, "total_loss": 0.056525338784922496}
{"data_time": 0.003972578095272183, "eta_seconds": 69144.32587872306, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.30627705627705626, "fast_rcnn/fg_cls_accuracy": 0.6560489060489061, "iteration": 111919, "loss_box_reg": 0.008970529132056981, "loss_cls": 0.04479703347897157, "loss_rpn_cls": 0.0014305751634537955, "loss_rpn_loc": 0.0028747258365910966, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5349750390741974, "total_loss": 0.05916596866455848}
{"data_time": 0.0036490950733423233, "eta_seconds": 69125.82417110377, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4002501563477173, "fast_rcnn/fg_cls_accuracy": 0.5997498436522827, "iteration": 111939, "loss_box_reg": 0.009120205359067768, "loss_cls": 0.04348658467642963, "loss_rpn_cls": 0.0011335990932366258, "loss_rpn_loc": 0.0023099799145711586, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369142431300133, "total_loss": 0.05669961077848029}
{"data_time": 0.004089225782081485, "eta_seconds": 69111.85132530192, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.20526315789473684, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 111959, "loss_box_reg": 0.010159921803278849, "loss_cls": 0.04442367912270129, "loss_rpn_cls": 0.0007666268103037055, "loss_rpn_loc": 0.0022718524196534418, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5437348859850317, "total_loss": 0.056906522123043146}
{"data_time": 0.004378869663923979, "eta_seconds": 69109.20197989163, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3896276595744681, "fast_rcnn/fg_cls_accuracy": 0.6103723404255319, "iteration": 111979, "loss_box_reg": 0.009008648426970467, "loss_cls": 0.0441536879807245, "loss_rpn_cls": 0.0011496914735289465, "loss_rpn_loc": 0.002097042819514172, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5410364756826311, "total_loss": 0.057623623236281674}
{"data_time": 0.003522580722346902, "eta_seconds": 69089.87660274259, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38814616755793224, "fast_rcnn/fg_cls_accuracy": 0.6118538324420677, "iteration": 111999, "loss_box_reg": 0.00858348491601646, "loss_cls": 0.043074131943285465, "loss_rpn_cls": 0.0010482763806294315, "loss_rpn_loc": 0.003631109189882409, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358358009252697, "total_loss": 0.057724038809737976}
{"data_time": 0.004168249433860183, "eta_seconds": 69082.64111042419, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.33194444444444443, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 112019, "loss_box_reg": 0.008659270592033863, "loss_cls": 0.04616465140134096, "loss_rpn_cls": 0.0007742127781966701, "loss_rpn_loc": 0.0026517852347751614, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5422448278404772, "total_loss": 0.0578797224615073}
{"data_time": 0.00406464864499867, "eta_seconds": 69068.28618497937, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28289473684210525, "fast_rcnn/fg_cls_accuracy": 0.6516290726817042, "iteration": 112039, "loss_box_reg": 0.009535022312775254, "loss_cls": 0.04776719899382442, "loss_rpn_cls": 0.0007026484687173706, "loss_rpn_loc": 0.0020885522972093895, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5373555063270032, "total_loss": 0.06162040520030132}
{"data_time": 0.003583191428333521, "eta_seconds": 69055.41697562928, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4574712643678161, "fast_rcnn/fg_cls_accuracy": 0.542528735632184, "iteration": 112059, "loss_box_reg": 0.008302491070935503, "loss_cls": 0.045099333772668615, "loss_rpn_cls": 0.0013721523874892227, "loss_rpn_loc": 0.00192351378427702, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.528310532681644, "total_loss": 0.05735205119628972}
{"data_time": 0.003963562194257975, "eta_seconds": 69035.64968241868, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4606060606060606, "fast_rcnn/fg_cls_accuracy": 0.5393939393939393, "iteration": 112079, "loss_box_reg": 0.00899618788389489, "loss_cls": 0.04570824472466484, "loss_rpn_cls": 0.0007186454382690499, "loss_rpn_loc": 0.0022597910137847066, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5328703965060413, "total_loss": 0.0609516083542303}
{"data_time": 0.003467715345323086, "eta_seconds": 69019.34188339114, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2937728937728938, "fast_rcnn/fg_cls_accuracy": 0.6841491841491842, "iteration": 112099, "loss_box_reg": 0.009130399907007813, "loss_cls": 0.04411684162914753, "loss_rpn_cls": 0.001412369248697587, "loss_rpn_loc": 0.0020740959771501366, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363132888451219, "total_loss": 0.05701546980526473}
{"data_time": 0.004210969898849726, "eta_seconds": 69018.12951432704, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3294573643410853, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 112119, "loss_box_reg": 0.009047462692251429, "loss_cls": 0.04583851993083954, "loss_rpn_cls": 0.0008227245552916429, "loss_rpn_loc": 0.0019946114407503046, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5444701698143035, "total_loss": 0.06068596607201471}
{"data_time": 0.0038165573496371508, "eta_seconds": 69007.33539643395, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.35144927536231885, "fast_rcnn/fg_cls_accuracy": 0.6485507246376812, "iteration": 112139, "loss_box_reg": 0.008954223390901461, "loss_cls": 0.0470954756019637, "loss_rpn_cls": 0.0006081143060328031, "loss_rpn_loc": 0.0025176281415042467, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5438951624091715, "total_loss": 0.05882986622941644}
{"data_time": 0.004327575443312526, "eta_seconds": 69000.00530489371, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4593406593406594, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 112159, "loss_box_reg": 0.009868602617643774, "loss_cls": 0.04601073730736971, "loss_rpn_cls": 0.00061978938390439, "loss_rpn_loc": 0.0022724737700627884, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5407243396621197, "total_loss": 0.05921106442974633}
{"data_time": 0.004028777591884136, "eta_seconds": 68985.74716064776, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35021888680425267, "fast_rcnn/fg_cls_accuracy": 0.6305128205128205, "iteration": 112179, "loss_box_reg": 0.008878987515345216, "loss_cls": 0.04470889666117728, "loss_rpn_cls": 0.0007368796586035842, "loss_rpn_loc": 0.0025486656777502503, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5340146205853671, "total_loss": 0.05943633197105669}
{"data_time": 0.004199517657980323, "eta_seconds": 68977.87400966766, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 112199, "loss_box_reg": 0.009394429682288319, "loss_cls": 0.0454054637812078, "loss_rpn_cls": 0.0008061966662467057, "loss_rpn_loc": 0.0029086649792589014, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5355382054112852, "total_loss": 0.05746048012434812}
{"data_time": 0.0036839309614151716, "eta_seconds": 68967.07943466282, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28501228501228504, "fast_rcnn/fg_cls_accuracy": 0.7149877149877151, "iteration": 112219, "loss_box_reg": 0.00865815911674872, "loss_cls": 0.046617856045486405, "loss_rpn_cls": 0.0012837145916364534, "loss_rpn_loc": 0.0021566560681094415, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373974374961108, "total_loss": 0.060776681544496114}
{"data_time": 0.003772144438698888, "eta_seconds": 68969.33636242663, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.1846590909090909, "fast_rcnn/fg_cls_accuracy": 0.8153409090909092, "iteration": 112239, "loss_box_reg": 0.008133046590955928, "loss_cls": 0.042100867023691535, "loss_rpn_cls": 0.0007447727774092527, "loss_rpn_loc": 0.0027918918221985223, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5490355018991977, "total_loss": 0.05480422228356474}
{"data_time": 0.004106322070583701, "eta_seconds": 68958.53974430962, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4177433247200689, "fast_rcnn/fg_cls_accuracy": 0.5710132890365448, "iteration": 112259, "loss_box_reg": 0.008603297639638186, "loss_cls": 0.04893031856045127, "loss_rpn_cls": 0.0009869728492049035, "loss_rpn_loc": 0.0021941173617960885, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399863480124623, "total_loss": 0.061296585685113314}
{"data_time": 0.004205150064080954, "eta_seconds": 68937.55037751212, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3606811145510836, "fast_rcnn/fg_cls_accuracy": 0.6393188854489165, "iteration": 112279, "loss_box_reg": 0.00876110460376367, "loss_cls": 0.045878621691372246, "loss_rpn_cls": 0.0008883370223884413, "loss_rpn_loc": 0.001989969954593107, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541062522912398, "total_loss": 0.057518038390242054}
{"data_time": 0.004008143907412887, "eta_seconds": 68923.90113464347, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5437576499388005, "fast_rcnn/fg_cls_accuracy": 0.4562423500611995, "iteration": 112299, "loss_box_reg": 0.008955969417002052, "loss_cls": 0.044703602558001876, "loss_rpn_cls": 0.0007579145990348479, "loss_rpn_loc": 0.002014048441196792, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379032641649246, "total_loss": 0.05744790537414701}
{"data_time": 0.0037408319767564535, "eta_seconds": 68908.22560038976, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.46228786926461346, "fast_rcnn/fg_cls_accuracy": 0.5377121307353865, "iteration": 112319, "loss_box_reg": 0.008938386046793312, "loss_cls": 0.047804080648347735, "loss_rpn_cls": 0.0010123772077861304, "loss_rpn_loc": 0.0021523441710087354, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5400517454836518, "total_loss": 0.06057960721193467}
{"data_time": 0.004032324301078916, "eta_seconds": 68897.43178994022, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3668202764976959, "fast_rcnn/fg_cls_accuracy": 0.6331797235023042, "iteration": 112339, "loss_box_reg": 0.008671069430420175, "loss_cls": 0.04051514086313546, "loss_rpn_cls": 0.0008013258559458336, "loss_rpn_loc": 0.0022792980453232303, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5427065906114876, "total_loss": 0.05352577124210711}
{"data_time": 0.0039059545379132032, "eta_seconds": 68886.63797949068, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32926829268292684, "fast_rcnn/fg_cls_accuracy": 0.6432217810550198, "iteration": 112359, "loss_box_reg": 0.008858066314132884, "loss_cls": 0.0470265403855592, "loss_rpn_cls": 0.0011211239271915474, "loss_rpn_loc": 0.002708564275962999, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398044404573739, "total_loss": 0.06035613714311694}
{"data_time": 0.0035363510251045227, "eta_seconds": 68875.84416904114, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27546777546777546, "fast_rcnn/fg_cls_accuracy": 0.7245322245322245, "iteration": 112379, "loss_box_reg": 0.008165439969161525, "loss_cls": 0.043386958830524236, "loss_rpn_cls": 0.0009442993257380294, "loss_rpn_loc": 0.002716713706831797, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5381762222386897, "total_loss": 0.05448456555561876}
{"data_time": 0.00398093112744391, "eta_seconds": 68869.92825961928, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38694638694638694, "fast_rcnn/fg_cls_accuracy": 0.6130536130536131, "iteration": 112399, "loss_box_reg": 0.008983081061160192, "loss_cls": 0.046483626880217344, "loss_rpn_cls": 0.0009506979906745983, "loss_rpn_loc": 0.0026102616739080986, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406333338469267, "total_loss": 0.06245935804264491}
{"data_time": 0.003936600172892213, "eta_seconds": 68846.65997001529, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.33986175115207373, "fast_rcnn/fg_cls_accuracy": 0.6015151515151516, "iteration": 112419, "loss_box_reg": 0.008985946391476318, "loss_cls": 0.04636263841530308, "loss_rpn_cls": 0.000694400961606334, "loss_rpn_loc": 0.002385378447797848, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5402350176591426, "total_loss": 0.058953174150929044}
{"data_time": 0.003605022095143795, "eta_seconds": 68829.53335652663, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23820512820512818, "fast_rcnn/fg_cls_accuracy": 0.7617948717948718, "iteration": 112439, "loss_box_reg": 0.009103651449549943, "loss_cls": 0.046262129792012274, "loss_rpn_cls": 0.0010558985582065361, "loss_rpn_loc": 0.0020267139007046353, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374071805272251, "total_loss": 0.057919547886740474}
{"data_time": 0.004049180541187525, "eta_seconds": 68811.34717616485, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2989368355222014, "fast_rcnn/fg_cls_accuracy": 0.7010631644777987, "iteration": 112459, "loss_box_reg": 0.009173929516691715, "loss_cls": 0.04858406772837043, "loss_rpn_cls": 0.0014076888821819011, "loss_rpn_loc": 0.002033836077316664, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367022722493857, "total_loss": 0.06089556685469688}
{"data_time": 0.0038641460705548525, "eta_seconds": 68749.86145563656, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3180147058823529, "fast_rcnn/fg_cls_accuracy": 0.6819852941176471, "iteration": 112479, "loss_box_reg": 0.008690831658896059, "loss_cls": 0.044570862548425794, "loss_rpn_cls": 0.0005981298494361909, "loss_rpn_loc": 0.002839740554918535, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360304904170334, "total_loss": 0.05615819831200497}
{"data_time": 0.004441566299647093, "eta_seconds": 68748.73058644892, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32924836601307195, "fast_rcnn/fg_cls_accuracy": 0.6707516339869282, "iteration": 112499, "loss_box_reg": 0.008981091988971457, "loss_cls": 0.04289223928935826, "loss_rpn_cls": 0.0006713808406857424, "loss_rpn_loc": 0.002586283902928699, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366025036200881, "total_loss": 0.057580002050031}
{"data_time": 0.0037226856220513582, "eta_seconds": 68721.14321574825, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.41044207317073167, "fast_rcnn/fg_cls_accuracy": 0.584349593495935, "iteration": 112519, "loss_box_reg": 0.008520079252775759, "loss_cls": 0.04394568799762055, "loss_rpn_cls": 0.00115914614985968, "loss_rpn_loc": 0.0028100232702854555, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5341524600517005, "total_loss": 0.058688853657486106}
{"data_time": 0.004161454504355788, "eta_seconds": 68704.93099233415, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4840277777777778, "fast_rcnn/fg_cls_accuracy": 0.5159722222222223, "iteration": 112539, "loss_box_reg": 0.009013781091198325, "loss_cls": 0.043612521927570924, "loss_rpn_cls": 0.0008877916363871918, "loss_rpn_loc": 0.002379859401116846, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5358498489949852, "total_loss": 0.05784478321049846}
{"data_time": 0.0036877368111163378, "eta_seconds": 68685.57255270961, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4537037037037037, "fast_rcnn/fg_cls_accuracy": 0.5462962962962963, "iteration": 112559, "loss_box_reg": 0.008595659339334816, "loss_cls": 0.046182685415260494, "loss_rpn_cls": 0.0007280876979507411, "loss_rpn_loc": 0.0023560839181300253, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5415273443795741, "total_loss": 0.057360163785745044}
{"data_time": 0.0044018980115652084, "eta_seconds": 68666.99097919953, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.40675990675990675, "fast_rcnn/fg_cls_accuracy": 0.5217785843920145, "iteration": 112579, "loss_box_reg": 0.009409744845470414, "loss_cls": 0.0456643394427374, "loss_rpn_cls": 0.0012693689778302542, "loss_rpn_loc": 0.0027469019460113486, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535324590979144, "total_loss": 0.058908018690218}
{"data_time": 0.00414821901358664, "eta_seconds": 68672.58936737012, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.27046783625730997, "fast_rcnn/fg_cls_accuracy": 0.7159498207885304, "iteration": 112599, "loss_box_reg": 0.008959358237916604, "loss_cls": 0.04530210781376809, "loss_rpn_cls": 0.0011362896925675159, "loss_rpn_loc": 0.002118857744790148, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409498726949096, "total_loss": 0.05736105527125801}
{"data_time": 0.003917531343176961, "eta_seconds": 68645.43503756379, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3721160184574819, "fast_rcnn/fg_cls_accuracy": 0.6271373414230557, "iteration": 112619, "loss_box_reg": 0.009281912803999148, "loss_cls": 0.04521050048060715, "loss_rpn_cls": 0.000946407630522117, "loss_rpn_loc": 0.00235861159308115, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5393513175658882, "total_loss": 0.05921177944799183}
{"data_time": 0.003552238456904888, "eta_seconds": 68655.175925205, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4754464285714286, "fast_rcnn/fg_cls_accuracy": 0.5245535714285714, "iteration": 112639, "loss_box_reg": 0.008878853201167658, "loss_cls": 0.04594337474554777, "loss_rpn_cls": 0.0012102372725166788, "loss_rpn_loc": 0.002612571832287358, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5443787355907261, "total_loss": 0.05880173199420824}
{"data_time": 0.003477582475170493, "eta_seconds": 68645.67345907702, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.48541666666666666, "fast_rcnn/fg_cls_accuracy": 0.5145833333333334, "iteration": 112659, "loss_box_reg": 0.008613610494649038, "loss_cls": 0.04787837923504412, "loss_rpn_cls": 0.0007221808277790842, "loss_rpn_loc": 0.0020826463187404443, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5390002054627985, "total_loss": 0.061907939646062005}
{"data_time": 0.00371939642354846, "eta_seconds": 68633.61353925476, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2103658536585366, "fast_rcnn/fg_cls_accuracy": 0.7896341463414633, "iteration": 112679, "loss_box_reg": 0.008185060636606067, "loss_cls": 0.0444476802367717, "loss_rpn_cls": 0.0008375891878245056, "loss_rpn_loc": 0.0030764199982513674, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5408456758596003, "total_loss": 0.05847632651216372}
{"data_time": 0.003765085944905877, "eta_seconds": 68622.83234627964, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 112699, "loss_box_reg": 0.008870879624737427, "loss_cls": 0.04255266161635518, "loss_rpn_cls": 0.0007570680022155329, "loss_rpn_loc": 0.0028364351146592526, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5308126588352025, "total_loss": 0.056418999543438986}
{"data_time": 0.004108920693397522, "eta_seconds": 68620.47126304591, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2879310344827586, "fast_rcnn/fg_cls_accuracy": 0.7120689655172414, "iteration": 112719, "loss_box_reg": 0.008922295746742748, "loss_cls": 0.0461060120142065, "loss_rpn_cls": 0.0007690641784563468, "loss_rpn_loc": 0.002559894695878029, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.545654758810997, "total_loss": 0.05828134306386801}
{"data_time": 0.004605953115969896, "eta_seconds": 68660.28063905658, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5138784696174044, "fast_rcnn/fg_cls_accuracy": 0.48612153038259565, "iteration": 112739, "loss_box_reg": 0.008597485109930858, "loss_cls": 0.045639769232366234, "loss_rpn_cls": 0.001207228060536636, "loss_rpn_loc": 0.002263004183987505, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415486400015652, "total_loss": 0.057756399930042335}
{"data_time": 0.004129399079829454, "eta_seconds": 68649.49017212028, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4105263157894737, "fast_rcnn/fg_cls_accuracy": 0.5894736842105264, "iteration": 112759, "loss_box_reg": 0.010177923075389117, "loss_cls": 0.044744675513356924, "loss_rpn_cls": 0.0006283803130031629, "loss_rpn_loc": 0.0023328253300860524, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5394939449615777, "total_loss": 0.05703293407663068}
{"data_time": 0.003925943048670888, "eta_seconds": 68613.13848642306, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3849206349206349, "fast_rcnn/fg_cls_accuracy": 0.6150793650793651, "iteration": 112779, "loss_box_reg": 0.009289424604503438, "loss_cls": 0.046623991685919464, "loss_rpn_cls": 0.0007442741172098977, "loss_rpn_loc": 0.0018788078759826021, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386907360516489, "total_loss": 0.05948684793247594}
{"data_time": 0.004131303401663899, "eta_seconds": 68616.33134172298, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4437199725463281, "fast_rcnn/fg_cls_accuracy": 0.5562800274536719, "iteration": 112799, "loss_box_reg": 0.008736772637348622, "loss_cls": 0.046438597491942346, "loss_rpn_cls": 0.0013104707666116155, "loss_rpn_loc": 0.0026770093027153052, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5395212389994413, "total_loss": 0.05893859525588141}
{"data_time": 0.004007365554571152, "eta_seconds": 68605.54269519635, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.37012012012012013, "fast_rcnn/fg_cls_accuracy": 0.6298798798798799, "iteration": 112819, "loss_box_reg": 0.0096520341176074, "loss_cls": 0.04789578221971169, "loss_rpn_cls": 0.0011649326095266588, "loss_rpn_loc": 0.0023485492056352086, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5410656288731843, "total_loss": 0.06011477187325909}
{"data_time": 0.0045338396448642015, "eta_seconds": 68565.40207608906, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49193548387096775, "fast_rcnn/fg_cls_accuracy": 0.5080645161290323, "iteration": 112839, "loss_box_reg": 0.008713580842595547, "loss_cls": 0.04147860559169203, "loss_rpn_cls": 0.00089901110695223, "loss_rpn_loc": 0.002340283526791609, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5383876455016434, "total_loss": 0.0544979030853483}
{"data_time": 0.004271453944966197, "eta_seconds": 68541.3433589132, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4115384615384615, "fast_rcnn/fg_cls_accuracy": 0.5884615384615384, "iteration": 112859, "loss_box_reg": 0.00838248958461918, "loss_cls": 0.04443849308881909, "loss_rpn_cls": 0.0007690547605534448, "loss_rpn_loc": 0.002005157009989489, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5446310765109956, "total_loss": 0.05795231634056108}
{"data_time": 0.0038609078619629145, "eta_seconds": 68543.83401604672, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4289821736630247, "fast_rcnn/fg_cls_accuracy": 0.5710178263369753, "iteration": 112879, "loss_box_reg": 0.009164492366835475, "loss_cls": 0.045995805761776865, "loss_rpn_cls": 0.0010221638513030484, "loss_rpn_loc": 0.002117133990395814, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349603579379618, "total_loss": 0.05842518872725577}
{"data_time": 0.0037305005826056004, "eta_seconds": 68519.77947523794, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2926829268292683, "fast_rcnn/fg_cls_accuracy": 0.7073170731707317, "iteration": 112899, "loss_box_reg": 0.008289710647659376, "loss_cls": 0.0454193422337994, "loss_rpn_cls": 0.0010626219402638526, "loss_rpn_loc": 0.002850913146176026, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5400895872153342, "total_loss": 0.058060823714242815}
{"data_time": 0.003997955936938524, "eta_seconds": 68522.26595600438, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2795299938157081, "fast_rcnn/fg_cls_accuracy": 0.6363636363636364, "iteration": 112919, "loss_box_reg": 0.00933237053686753, "loss_cls": 0.04535463417414576, "loss_rpn_cls": 0.0012096495064497503, "loss_rpn_loc": 0.002483029171344242, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5441259930375963, "total_loss": 0.060135411533906336}
{"data_time": 0.003913844469934702, "eta_seconds": 68526.84689810174, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.472953216374269, "fast_rcnn/fg_cls_accuracy": 0.513157894736842, "iteration": 112939, "loss_box_reg": 0.009073678957065567, "loss_cls": 0.0444702870445326, "loss_rpn_cls": 0.0009809747893996246, "loss_rpn_loc": 0.002657622015249217, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5367696436587721, "total_loss": 0.05946399024537641}
{"data_time": 0.00430930033326149, "eta_seconds": 68538.78291850467, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46537467700258395, "fast_rcnn/fg_cls_accuracy": 0.534625322997416, "iteration": 112959, "loss_box_reg": 0.008527643862180412, "loss_cls": 0.0463032282423228, "loss_rpn_cls": 0.0009664988834856558, "loss_rpn_loc": 0.0026630986849340843, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5472384705208242, "total_loss": 0.059850842334753906}
{"data_time": 0.0037411688826978207, "eta_seconds": 68519.23352298327, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2876838235294118, "fast_rcnn/fg_cls_accuracy": 0.7123161764705883, "iteration": 112979, "loss_box_reg": 0.009492819925071672, "loss_cls": 0.04541500782943331, "loss_rpn_cls": 0.0011523835582920583, "loss_rpn_loc": 0.0022333209963107947, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5426192479208112, "total_loss": 0.06052358592245355}
{"data_time": 0.0038717982824891806, "eta_seconds": 68529.58486394957, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.27350427350427353, "fast_rcnn/fg_cls_accuracy": 0.7264957264957265, "iteration": 112999, "loss_box_reg": 0.009669518389273435, "loss_cls": 0.043087122146971524, "loss_rpn_cls": 0.0009131957554302517, "loss_rpn_loc": 0.0022430529934354126, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.546966468449682, "total_loss": 0.05691692958794192}
{"data_time": 0.004190727602690458, "eta_seconds": 68515.30193378753, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25944700460829495, "fast_rcnn/fg_cls_accuracy": 0.7405529953917052, "iteration": 113019, "loss_box_reg": 0.008915468177292496, "loss_cls": 0.045980184484506026, "loss_rpn_cls": 0.0010665248641998915, "loss_rpn_loc": 0.0023822076618671417, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5340867850463837, "total_loss": 0.059329481018323804}
{"data_time": 0.0039744144305586815, "eta_seconds": 68504.5105079941, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3883399209486166, "fast_rcnn/fg_cls_accuracy": 0.6116600790513834, "iteration": 113039, "loss_box_reg": 0.008921253320295364, "loss_cls": 0.044916851446032524, "loss_rpn_cls": 0.000870250562968522, "loss_rpn_loc": 0.002328325400412723, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5370353830512613, "total_loss": 0.05826547255094283}
{"data_time": 0.003879833035171032, "eta_seconds": 68506.11340617226, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4785373608903021, "fast_rcnn/fg_cls_accuracy": 0.5079491255961844, "iteration": 113059, "loss_box_reg": 0.008985736669274047, "loss_cls": 0.044203911238582805, "loss_rpn_cls": 0.0015972714027157053, "loss_rpn_loc": 0.002541739711887203, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399471230339259, "total_loss": 0.06067776810800751}
{"data_time": 0.0036053890362381935, "eta_seconds": 68502.91270945477, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2714987714987715, "fast_rcnn/fg_cls_accuracy": 0.7097902097902098, "iteration": 113079, "loss_box_reg": 0.008672164985910058, "loss_cls": 0.04320498846936971, "loss_rpn_cls": 0.000972523243035539, "loss_rpn_loc": 0.0022488666072604246, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535819489043206, "total_loss": 0.055940621875265606}
{"data_time": 0.003758371574804187, "eta_seconds": 68498.80656241463, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4195804195804196, "fast_rcnn/fg_cls_accuracy": 0.5804195804195804, "iteration": 113099, "loss_box_reg": 0.009063366887858137, "loss_cls": 0.04671364475507289, "loss_rpn_cls": 0.0009615513806693343, "loss_rpn_loc": 0.0023702647758909734, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382074159570038, "total_loss": 0.05841337192970286}
{"data_time": 0.0035670772194862366, "eta_seconds": 68461.34480482037, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3704545454545455, "fast_rcnn/fg_cls_accuracy": 0.6295454545454545, "iteration": 113119, "loss_box_reg": 0.009094419481698424, "loss_cls": 0.04843109822832048, "loss_rpn_cls": 0.0012242062371115026, "loss_rpn_loc": 0.002393632061284734, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5382240654435009, "total_loss": 0.06144580547550049}
{"data_time": 0.004334229975938797, "eta_seconds": 68451.17475159466, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.44365012615643395, "fast_rcnn/fg_cls_accuracy": 0.5173299101412067, "iteration": 113139, "loss_box_reg": 0.00854695646557957, "loss_cls": 0.044241761905141175, "loss_rpn_cls": 0.000568124929145597, "loss_rpn_loc": 0.0021896960170124657, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5428784459363669, "total_loss": 0.05621799611355982}
{"data_time": 0.003881285199895501, "eta_seconds": 68438.53747789306, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.371875, "fast_rcnn/fg_cls_accuracy": 0.628125, "iteration": 113159, "loss_box_reg": 0.009186514769680798, "loss_cls": 0.044635576428845525, "loss_rpn_cls": 0.0009561471786696529, "loss_rpn_loc": 0.002369044566876255, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356763871386647, "total_loss": 0.057831563675449615}
{"data_time": 0.0037934640422463417, "eta_seconds": 68428.97052744008, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47017543859649125, "fast_rcnn/fg_cls_accuracy": 0.5298245614035088, "iteration": 113179, "loss_box_reg": 0.009099813585635275, "loss_cls": 0.04498392413370311, "loss_rpn_cls": 0.001077852889238784, "loss_rpn_loc": 0.002180263018090045, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5395205526147038, "total_loss": 0.05776122755514734}
{"data_time": 0.004056199453771114, "eta_seconds": 68421.66510762647, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2944444444444444, "fast_rcnn/fg_cls_accuracy": 0.7055555555555555, "iteration": 113199, "loss_box_reg": 0.009092291962588206, "loss_cls": 0.042121993377804756, "loss_rpn_cls": 0.0008174571247536733, "loss_rpn_loc": 0.0025015136579895625, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5415619406849146, "total_loss": 0.05494517310239644}
{"data_time": 0.0036555640399456024, "eta_seconds": 68431.01587871951, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4856674856674857, "fast_rcnn/fg_cls_accuracy": 0.5014376078205866, "iteration": 113219, "loss_box_reg": 0.009227766888216138, "loss_cls": 0.049250341951847076, "loss_rpn_cls": 0.0007468430947312754, "loss_rpn_loc": 0.0025023291163961403, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400735067669302, "total_loss": 0.06140340387972287}
{"data_time": 0.0036445779260247946, "eta_seconds": 68408.26071196771, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.44166666666666665, "fast_rcnn/fg_cls_accuracy": 0.5583333333333333, "iteration": 113239, "loss_box_reg": 0.009802773914998397, "loss_cls": 0.0452189123025164, "loss_rpn_cls": 0.0007944259176753121, "loss_rpn_loc": 0.0025744863069121493, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5433480124920607, "total_loss": 0.05963927649145262}
{"data_time": 0.004025840433314443, "eta_seconds": 68389.28918072954, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4814814814814815, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 113259, "loss_box_reg": 0.008809432183625177, "loss_cls": 0.047863318875897676, "loss_rpn_cls": 0.0009026497207287321, "loss_rpn_loc": 0.0019037806887354236, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373323543462902, "total_loss": 0.060223725534569894}
{"data_time": 0.004239511908963323, "eta_seconds": 68375.01339847292, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3390804597701149, "fast_rcnn/fg_cls_accuracy": 0.6609195402298851, "iteration": 113279, "loss_box_reg": 0.010116126475622877, "loss_cls": 0.04469221888575703, "loss_rpn_cls": 0.0009470801450106592, "loss_rpn_loc": 0.002243495335278567, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5362407895736396, "total_loss": 0.060034496751541155}
{"data_time": 0.0036624986678361893, "eta_seconds": 68375.8809134278, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2922779922779923, "fast_rcnn/fg_cls_accuracy": 0.7077220077220077, "iteration": 113299, "loss_box_reg": 0.009020559577038512, "loss_cls": 0.04611724615097046, "loss_rpn_cls": 0.000610370449749098, "loss_rpn_loc": 0.002356054144911468, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5444298894144595, "total_loss": 0.05942760710599515}
{"data_time": 0.0044011741410940886, "eta_seconds": 68377.04011273035, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4202037351443124, "fast_rcnn/fg_cls_accuracy": 0.5797962648556876, "iteration": 113319, "loss_box_reg": 0.009312833863077685, "loss_cls": 0.04591447510756552, "loss_rpn_cls": 0.0010040701845355215, "loss_rpn_loc": 0.002356727545702597, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5430177077651024, "total_loss": 0.05882962282350945}
{"data_time": 0.003953439183533192, "eta_seconds": 68354.29438106786, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3706636500754148, "fast_rcnn/fg_cls_accuracy": 0.6293363499245852, "iteration": 113339, "loss_box_reg": 0.009052111156051978, "loss_cls": 0.04724077077116817, "loss_rpn_cls": 0.0014528892299949803, "loss_rpn_loc": 0.002127765710611129, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5386843134183437, "total_loss": 0.05948715921203984}
{"data_time": 0.0043835213873535395, "eta_seconds": 68371.98358557932, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3478682170542636, "fast_rcnn/fg_cls_accuracy": 0.6521317829457365, "iteration": 113359, "loss_box_reg": 0.009086559904972091, "loss_cls": 0.044797166832722723, "loss_rpn_cls": 0.00074688916379273, "loss_rpn_loc": 0.0024646635574754328, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5524523998610675, "total_loss": 0.05840123669906916}
{"data_time": 0.0038077780045568943, "eta_seconds": 68344.65465313685, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.43333333333333335, "fast_rcnn/fg_cls_accuracy": 0.5416666666666667, "iteration": 113379, "loss_box_reg": 0.009018609795020893, "loss_cls": 0.04509593138936907, "loss_rpn_cls": 0.0010917176400653261, "loss_rpn_loc": 0.003010832726431545, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5367178046144545, "total_loss": 0.05784075630776897}
{"data_time": 0.004593945574015379, "eta_seconds": 68333.85949993902, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4694337194337195, "fast_rcnn/fg_cls_accuracy": 0.5305662805662805, "iteration": 113399, "loss_box_reg": 0.008284440729767084, "loss_cls": 0.045098987699020654, "loss_rpn_cls": 0.0008951527639737833, "loss_rpn_loc": 0.0018735341709543718, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5444342270493507, "total_loss": 0.0570645322513883}
{"data_time": 0.004164227284491062, "eta_seconds": 68302.42647640454, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45584415584415583, "fast_rcnn/fg_cls_accuracy": 0.5133640552995391, "iteration": 113419, "loss_box_reg": 0.008971570554422215, "loss_cls": 0.04244279820704833, "loss_rpn_cls": 0.0009576071639685324, "loss_rpn_loc": 0.002942131173767848, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5339672258123755, "total_loss": 0.05603836430387332}
{"data_time": 0.0036655250005424023, "eta_seconds": 68288.13770201337, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.23901808785529716, "fast_rcnn/fg_cls_accuracy": 0.6976744186046512, "iteration": 113439, "loss_box_reg": 0.008624338282970712, "loss_cls": 0.046497921575792134, "loss_rpn_cls": 0.0008395586935421306, "loss_rpn_loc": 0.0018821505254891235, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351912686601281, "total_loss": 0.059790985089250626}
{"data_time": 0.003862205194309354, "eta_seconds": 68294.15240188385, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4395121951219512, "fast_rcnn/fg_cls_accuracy": 0.549718574108818, "iteration": 113459, "loss_box_reg": 0.009471555007621646, "loss_cls": 0.04309528891462833, "loss_rpn_cls": 0.001054011605674532, "loss_rpn_loc": 0.0023065549867169466, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5462288949638605, "total_loss": 0.056419393316105015}
{"data_time": 0.003742020344361663, "eta_seconds": 68283.35840588226, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.181422351233672, "fast_rcnn/fg_cls_accuracy": 0.8185776487663281, "iteration": 113479, "loss_box_reg": 0.009207392460666597, "loss_cls": 0.04607807088177651, "loss_rpn_cls": 0.0013125326090630551, "loss_rpn_loc": 0.0025226566394849215, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338655016385019, "total_loss": 0.05983732964045885}
{"data_time": 0.003611289896070957, "eta_seconds": 68272.56440988067, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.44455645161290325, "fast_rcnn/fg_cls_accuracy": 0.5554435483870968, "iteration": 113499, "loss_box_reg": 0.008937136008171365, "loss_cls": 0.04327980265952647, "loss_rpn_cls": 0.0008652673600408889, "loss_rpn_loc": 0.002418463480353239, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5404608494136482, "total_loss": 0.05863652526579699}
{"data_time": 0.004399293335154653, "eta_seconds": 68261.77041387907, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.31493993993993996, "fast_rcnn/fg_cls_accuracy": 0.68506006006006, "iteration": 113519, "loss_box_reg": 0.008455934759695083, "loss_cls": 0.044812639767769724, "loss_rpn_cls": 0.0005421936100447056, "loss_rpn_loc": 0.0019836862229567487, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334532847627997, "total_loss": 0.05653315666421577}
{"data_time": 0.0037317192181944847, "eta_seconds": 68259.94449963141, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3050595238095238, "fast_rcnn/fg_cls_accuracy": 0.6949404761904763, "iteration": 113539, "loss_box_reg": 0.008985865410068072, "loss_cls": 0.046266134711913764, "loss_rpn_cls": 0.0010393399875283649, "loss_rpn_loc": 0.0022955384229135234, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5419349444564432, "total_loss": 0.060079947950157475}
{"data_time": 0.003688456956297159, "eta_seconds": 68234.35399201931, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5232142857142856, "fast_rcnn/fg_cls_accuracy": 0.47678571428571426, "iteration": 113559, "loss_box_reg": 0.008805661142105237, "loss_cls": 0.046074685524217784, "loss_rpn_cls": 0.000938337860759475, "loss_rpn_loc": 0.0025427529253647663, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5325398780405521, "total_loss": 0.059456779277638816}
{"data_time": 0.0036053243093192577, "eta_seconds": 68216.58719401993, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4410268270120259, "fast_rcnn/fg_cls_accuracy": 0.5434782608695652, "iteration": 113579, "loss_box_reg": 0.008502215379849076, "loss_cls": 0.044589277473278344, "loss_rpn_cls": 0.0010777272430004814, "loss_rpn_loc": 0.0028410212180460803, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5342147038318217, "total_loss": 0.05561438421273124}
{"data_time": 0.0039087391924113035, "eta_seconds": 68201.89995321701, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.28500000000000003, "fast_rcnn/fg_cls_accuracy": 0.7150000000000001, "iteration": 113599, "loss_box_reg": 0.008652912176330574, "loss_cls": 0.04464710096362978, "loss_rpn_cls": 0.0010292523973021162, "loss_rpn_loc": 0.0016527822281204863, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5359342589508742, "total_loss": 0.05717378467893752}
{"data_time": 0.003937525907531381, "eta_seconds": 68192.14781450294, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34408602150537637, "fast_rcnn/fg_cls_accuracy": 0.6559139784946236, "iteration": 113619, "loss_box_reg": 0.009144375362666324, "loss_cls": 0.045757279032841325, "loss_rpn_cls": 0.0005767152591715785, "loss_rpn_loc": 0.0023325221554841846, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.543149254983291, "total_loss": 0.059043640384970786}
{"data_time": 0.003831814043223858, "eta_seconds": 68181.35629555397, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1715686274509804, "fast_rcnn/fg_cls_accuracy": 0.8284313725490196, "iteration": 113639, "loss_box_reg": 0.00981136126210913, "loss_cls": 0.044865967240184546, "loss_rpn_cls": 0.0008767099675424106, "loss_rpn_loc": 0.002854418689821614, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5415722960606217, "total_loss": 0.05969679646830173}
{"data_time": 0.0037189568392932415, "eta_seconds": 68173.41931071319, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26969696969696966, "fast_rcnn/fg_cls_accuracy": 0.7303030303030302, "iteration": 113659, "loss_box_reg": 0.009057867457158864, "loss_cls": 0.04482289124280214, "loss_rpn_cls": 0.0008705414106202625, "loss_rpn_loc": 0.002374960069573717, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402832147665322, "total_loss": 0.05811408228169057}
{"data_time": 0.00364334462210536, "eta_seconds": 68167.50551464688, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45178571428571423, "fast_rcnn/fg_cls_accuracy": 0.5174019607843137, "iteration": 113679, "loss_box_reg": 0.008892832673154771, "loss_cls": 0.046071710996329784, "loss_rpn_cls": 0.0016591088221957762, "loss_rpn_loc": 0.0030215823971957434, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407158490270376, "total_loss": 0.059356696007853316}
{"data_time": 0.003980837529525161, "eta_seconds": 68164.62444986473, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.47580645161290325, "fast_rcnn/fg_cls_accuracy": 0.5241935483870968, "iteration": 113699, "loss_box_reg": 0.00949378649238497, "loss_cls": 0.04834483587183058, "loss_rpn_cls": 0.0007979337924837182, "loss_rpn_loc": 0.002548165355619858, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411174008622766, "total_loss": 0.06311309918714869}
{"data_time": 0.0036048947367817163, "eta_seconds": 68145.92002830189, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2982905982905983, "fast_rcnn/fg_cls_accuracy": 0.6961538461538461, "iteration": 113719, "loss_box_reg": 0.008884007518645376, "loss_cls": 0.04712594233569689, "loss_rpn_cls": 0.0011098911352291907, "loss_rpn_loc": 0.001990763772482751, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.541818781523034, "total_loss": 0.0601266538441223}
{"data_time": 0.0036906430032104254, "eta_seconds": 68126.85570088145, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3940849342770475, "fast_rcnn/fg_cls_accuracy": 0.6059150657229525, "iteration": 113739, "loss_box_reg": 0.00924581495928578, "loss_cls": 0.044348991359584033, "loss_rpn_cls": 0.0008560645327406746, "loss_rpn_loc": 0.002507487710317946, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5412975314538926, "total_loss": 0.05734317077815376}
{"data_time": 0.00382931693457067, "eta_seconds": 68111.56549824402, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4051851851851852, "fast_rcnn/fg_cls_accuracy": 0.5948148148148149, "iteration": 113759, "loss_box_reg": 0.00872721301857382, "loss_cls": 0.04419005854288116, "loss_rpn_cls": 0.0009507302353313207, "loss_rpn_loc": 0.002587060516816564, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5380413674283773, "total_loss": 0.05686003437455156}
{"data_time": 0.0036487008910626173, "eta_seconds": 68097.66918880516, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36831550802139035, "fast_rcnn/fg_cls_accuracy": 0.6316844919786097, "iteration": 113779, "loss_box_reg": 0.008505715755745769, "loss_cls": 0.04566157312365249, "loss_rpn_cls": 0.0006549676647864544, "loss_rpn_loc": 0.0025033640486071818, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5314403020311147, "total_loss": 0.0570264639554523}
{"data_time": 0.0036855086218565702, "eta_seconds": 68100.39267841587, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3638888888888889, "fast_rcnn/fg_cls_accuracy": 0.6097701149425288, "iteration": 113799, "loss_box_reg": 0.009844012325629592, "loss_cls": 0.04668551782378927, "loss_rpn_cls": 0.000826213422925548, "loss_rpn_loc": 0.002820337082084734, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.544279268477112, "total_loss": 0.060640668015139454}
{"data_time": 0.003550316672772169, "eta_seconds": 68083.68996913475, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25158084914182477, "fast_rcnn/fg_cls_accuracy": 0.7226430976430976, "iteration": 113819, "loss_box_reg": 0.00808068158221431, "loss_cls": 0.042584599228575826, "loss_rpn_cls": 0.0006235974091168828, "loss_rpn_loc": 0.0021466182770382147, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401143450289965, "total_loss": 0.05395495140237472}
{"data_time": 0.004042977932840586, "eta_seconds": 68085.76732055191, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48863636363636365, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 113839, "loss_box_reg": 0.009688772610388696, "loss_cls": 0.047788814874365926, "loss_rpn_cls": 0.0013229374309275954, "loss_rpn_loc": 0.0022701155830873176, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.546266202814877, "total_loss": 0.06136592976599786}
{"data_time": 0.003920422866940498, "eta_seconds": 68054.5082763175, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4861111111111111, "fast_rcnn/fg_cls_accuracy": 0.5138888888888888, "iteration": 113859, "loss_box_reg": 0.008497079281369224, "loss_cls": 0.04806236724834889, "loss_rpn_cls": 0.0009418400036338426, "loss_rpn_loc": 0.002189374794397736, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5282404744066298, "total_loss": 0.06108071006974569}
{"data_time": 0.004023081157356501, "eta_seconds": 68043.71804819559, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2822368421052632, "fast_rcnn/fg_cls_accuracy": 0.7177631578947368, "iteration": 113879, "loss_box_reg": 0.008643766836030409, "loss_cls": 0.04508006208925508, "loss_rpn_cls": 0.0005704220035909202, "loss_rpn_loc": 0.0017259702362935059, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.539376454660669, "total_loss": 0.05763476607376106}
{"data_time": 0.0037569585256278515, "eta_seconds": 68053.38690156955, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2296511627906977, "fast_rcnn/fg_cls_accuracy": 0.7703488372093024, "iteration": 113899, "loss_box_reg": 0.009258328180294484, "loss_cls": 0.04502207922632806, "loss_rpn_cls": 0.0006742204921010853, "loss_rpn_loc": 0.0026091582876688335, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443614516407251, "total_loss": 0.05758028496069301}
{"data_time": 0.003974770195782185, "eta_seconds": 68015.14314017678, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5620723362658846, "fast_rcnn/fg_cls_accuracy": 0.4065656565656566, "iteration": 113919, "loss_box_reg": 0.009471047349506989, "loss_cls": 0.04474264371674508, "loss_rpn_cls": 0.0007425463402341848, "loss_rpn_loc": 0.0024514032957085874, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5244321969803423, "total_loss": 0.058467810965510125}
{"data_time": 0.003965198528021574, "eta_seconds": 68011.34736382985, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16666666666666669, "fast_rcnn/fg_cls_accuracy": 0.8153409090909092, "iteration": 113939, "loss_box_reg": 0.009235256467945874, "loss_cls": 0.04480616538785398, "loss_rpn_cls": 0.0007444341288191936, "loss_rpn_loc": 0.0022391646562027745, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431810279842466, "total_loss": 0.05618673794924689}
{"data_time": 0.0041337525472044945, "eta_seconds": 67991.30844375282, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.47275747508305643, "fast_rcnn/fg_cls_accuracy": 0.5272425249169435, "iteration": 113959, "loss_box_reg": 0.008372508367756382, "loss_cls": 0.04377238510642201, "loss_rpn_cls": 0.0010869076068047434, "loss_rpn_loc": 0.002188788741477765, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5401404199656099, "total_loss": 0.05627068387730105}
{"data_time": 0.0038616906385868788, "eta_seconds": 67978.06188821839, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42813765182186236, "fast_rcnn/fg_cls_accuracy": 0.5590418353576248, "iteration": 113979, "loss_box_reg": 0.009138677240116522, "loss_cls": 0.04622143815504387, "loss_rpn_cls": 0.001155647554838879, "loss_rpn_loc": 0.002237746688479092, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5363868928980082, "total_loss": 0.06106248229505695}
{"data_time": 0.004030041629448533, "eta_seconds": 67960.12555418327, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.42405523255813954, "fast_rcnn/fg_cls_accuracy": 0.5504983388704319, "iteration": 113999, "loss_box_reg": 0.009732792270369828, "loss_cls": 0.046305318537633866, "loss_rpn_cls": 0.0005298006559542046, "loss_rpn_loc": 0.002369166282733204, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5450825684238225, "total_loss": 0.05930377161399747}
{"data_time": 0.003707501571625471, "eta_seconds": 67956.48514723452, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3717105263157895, "fast_rcnn/fg_cls_accuracy": 0.6282894736842105, "iteration": 114019, "loss_box_reg": 0.00884539246908389, "loss_cls": 0.04463604639749974, "loss_rpn_cls": 0.0013641924190324062, "loss_rpn_loc": 0.0027308663447911385, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5454776124097407, "total_loss": 0.05911077075904814}
{"data_time": 0.004464136902242899, "eta_seconds": 67950.40842854837, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.358974358974359, "fast_rcnn/fg_cls_accuracy": 0.641025641025641, "iteration": 114039, "loss_box_reg": 0.00881930740433745, "loss_cls": 0.04578070843126625, "loss_rpn_cls": 0.000879877854345068, "loss_rpn_loc": 0.0025753728914423846, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542246455559507, "total_loss": 0.05859408354467632}
{"data_time": 0.00392447249032557, "eta_seconds": 67939.61930994364, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4641047297297297, "fast_rcnn/fg_cls_accuracy": 0.5358952702702703, "iteration": 114059, "loss_box_reg": 0.008468127198284492, "loss_cls": 0.04460390412714332, "loss_rpn_cls": 0.000762406678404659, "loss_rpn_loc": 0.002161721589800436, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5392088550142944, "total_loss": 0.0563210962939138}
{"data_time": 0.004040366038680077, "eta_seconds": 67943.40134095796, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39338235294117646, "fast_rcnn/fg_cls_accuracy": 0.5508620689655173, "iteration": 114079, "loss_box_reg": 0.008777089125942439, "loss_cls": 0.042553710110951215, "loss_rpn_cls": 0.0007335920701052601, "loss_rpn_loc": 0.0019422121495153988, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423752532806247, "total_loss": 0.0541568922268425}
{"data_time": 0.0035547511652112007, "eta_seconds": 67938.50713231461, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.37959489872468116, "fast_rcnn/fg_cls_accuracy": 0.6204051012753189, "iteration": 114099, "loss_box_reg": 0.008421457197982818, "loss_cls": 0.04522232344606891, "loss_rpn_cls": 0.0009060466362171837, "loss_rpn_loc": 0.0019328385424159933, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5445947083644569, "total_loss": 0.05856165682558867}
{"data_time": 0.003839030396193266, "eta_seconds": 67938.92391351098, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3640522875816994, "fast_rcnn/fg_cls_accuracy": 0.6359477124183006, "iteration": 114119, "loss_box_reg": 0.009344889112981036, "loss_cls": 0.047823939472436905, "loss_rpn_cls": 0.0009538576880459004, "loss_rpn_loc": 0.0027204169400647515, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5417494180146605, "total_loss": 0.06220830291636048}
{"data_time": 0.0037173109594732523, "eta_seconds": 67916.92239283444, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3692671394799054, "fast_rcnn/fg_cls_accuracy": 0.6307328605200946, "iteration": 114139, "loss_box_reg": 0.008704884647158906, "loss_cls": 0.049137332825921476, "loss_rpn_cls": 0.0010321234010319813, "loss_rpn_loc": 0.0021615874356939457, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.53772634989582, "total_loss": 0.060934302242458216}
{"data_time": 0.003496290883049369, "eta_seconds": 67913.071752646, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4018817204301075, "fast_rcnn/fg_cls_accuracy": 0.5823643410852714, "iteration": 114159, "loss_box_reg": 0.010361347201978788, "loss_cls": 0.046866606222465634, "loss_rpn_cls": 0.0010638225676302682, "loss_rpn_loc": 0.0024367917631025193, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388510189950466, "total_loss": 0.06001352310931907}
{"data_time": 0.0037980221677571535, "eta_seconds": 67889.44417627458, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.38379705400982, "fast_rcnn/fg_cls_accuracy": 0.6162029459901801, "iteration": 114179, "loss_box_reg": 0.009018832904985175, "loss_cls": 0.04462014860473573, "loss_rpn_cls": 0.0012702024480404361, "loss_rpn_loc": 0.00242559354956029, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5315663078799844, "total_loss": 0.057158363321605066}
{"data_time": 0.0034454595297574997, "eta_seconds": 67862.27833706397, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4375, "fast_rcnn/fg_cls_accuracy": 0.5625, "iteration": 114199, "loss_box_reg": 0.009619118791306391, "loss_cls": 0.04733741917880252, "loss_rpn_cls": 0.000741799001389154, "loss_rpn_loc": 0.0025156291303574108, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.539111620048061, "total_loss": 0.06094524471873797}
{"data_time": 0.003957883920520544, "eta_seconds": 67841.9040435995, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3367521367521368, "fast_rcnn/fg_cls_accuracy": 0.6521367521367522, "iteration": 114219, "loss_box_reg": 0.009183022804791108, "loss_cls": 0.04472117015393451, "loss_rpn_cls": 0.0011347442749638503, "loss_rpn_loc": 0.0021355915851017926, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5328973825089633, "total_loss": 0.05833635176657026}
{"data_time": 0.004205517470836639, "eta_seconds": 67831.11673803767, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3315789473684211, "fast_rcnn/fg_cls_accuracy": 0.6684210526315789, "iteration": 114239, "loss_box_reg": 0.009120010450715199, "loss_cls": 0.044065630761906505, "loss_rpn_cls": 0.0010395796157354198, "loss_rpn_loc": 0.0027134382689837366, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419038715772331, "total_loss": 0.05638345334348571}
{"data_time": 0.003609913634136319, "eta_seconds": 67827.02470133128, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2627032520325203, "fast_rcnn/fg_cls_accuracy": 0.7303523035230353, "iteration": 114259, "loss_box_reg": 0.00852432515239343, "loss_cls": 0.044423073530197144, "loss_rpn_cls": 0.0007507719251407252, "loss_rpn_loc": 0.0023855905510572484, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5443637475837022, "total_loss": 0.05617551347597782}
{"data_time": 0.0038637127727270126, "eta_seconds": 67813.75736899534, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.500453514739229, "fast_rcnn/fg_cls_accuracy": 0.49954648526077094, "iteration": 114279, "loss_box_reg": 0.009479320287937298, "loss_cls": 0.0467187314061448, "loss_rpn_cls": 0.0012446729558632796, "loss_rpn_loc": 0.0022660002559860004, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358498704154044, "total_loss": 0.060910333584217824}
{"data_time": 0.003658255562186241, "eta_seconds": 67795.94515579031, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2898970398970399, "fast_rcnn/fg_cls_accuracy": 0.7069402228976698, "iteration": 114299, "loss_box_reg": 0.009221370681189, "loss_cls": 0.04511771339457482, "loss_rpn_cls": 0.0007371616642330991, "loss_rpn_loc": 0.0021129241667949827, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5343061734456569, "total_loss": 0.05941583691355845}
{"data_time": 0.003661867929622531, "eta_seconds": 67772.82396657416, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3724137931034483, "fast_rcnn/fg_cls_accuracy": 0.6275862068965516, "iteration": 114319, "loss_box_reg": 0.008443542552413419, "loss_cls": 0.04724005120806396, "loss_rpn_cls": 0.0008891571740150539, "loss_rpn_loc": 0.0019235628133174032, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5283678576815873, "total_loss": 0.06043239182321258}
{"data_time": 0.0038299188017845154, "eta_seconds": 67762.0390708514, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.20548909218859956, "fast_rcnn/fg_cls_accuracy": 0.7923850574712643, "iteration": 114339, "loss_box_reg": 0.00858944482752122, "loss_cls": 0.04424529836978763, "loss_rpn_cls": 0.000980659304218534, "loss_rpn_loc": 0.002377151857217541, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5395185584202409, "total_loss": 0.057348580072698496}
{"data_time": 0.003807611297816038, "eta_seconds": 67736.9132647023, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.30256869772998807, "fast_rcnn/fg_cls_accuracy": 0.697431302270012, "iteration": 114359, "loss_box_reg": 0.008688317524502054, "loss_cls": 0.04480252100620419, "loss_rpn_cls": 0.0011212585038151701, "loss_rpn_loc": 0.0019697580464708153, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5400689425878227, "total_loss": 0.05667044063295634}
{"data_time": 0.003637576475739479, "eta_seconds": 67726.13065181882, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5544117647058824, "fast_rcnn/fg_cls_accuracy": 0.4455882352941176, "iteration": 114379, "loss_box_reg": 0.009485152550041676, "loss_cls": 0.04231998370960355, "loss_rpn_cls": 0.0005706666835862961, "loss_rpn_loc": 0.001907758654851932, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5416642944328487, "total_loss": 0.05692949962363514}
{"data_time": 0.0037131484132260084, "eta_seconds": 67679.71714727464, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.37959558823529416, "fast_rcnn/fg_cls_accuracy": 0.6204044117647058, "iteration": 114399, "loss_box_reg": 0.009268184541724622, "loss_cls": 0.04333232226781547, "loss_rpn_cls": 0.0008064327500107993, "loss_rpn_loc": 0.002625506049298565, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5333258467726409, "total_loss": 0.058587856107948255}
{"data_time": 0.0039511313661932945, "eta_seconds": 67671.67178372783, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22972972972972974, "fast_rcnn/fg_cls_accuracy": 0.7702702702702703, "iteration": 114419, "loss_box_reg": 0.008715822448721156, "loss_cls": 0.04526943538803607, "loss_rpn_cls": 0.0013207197249585079, "loss_rpn_loc": 0.0024964646763692144, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338339388836175, "total_loss": 0.058269264667160314}
{"data_time": 0.004064840031787753, "eta_seconds": 67706.8213771761, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3180147058823529, "fast_rcnn/fg_cls_accuracy": 0.6819852941176471, "iteration": 114439, "loss_box_reg": 0.008741535843000747, "loss_cls": 0.04597261198796332, "loss_rpn_cls": 0.000793254418908873, "loss_rpn_loc": 0.0027098857062810566, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5398843318689615, "total_loss": 0.059562069592629996}
{"data_time": 0.0037245461717247963, "eta_seconds": 67655.84052076726, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3074127906976744, "fast_rcnn/fg_cls_accuracy": 0.6580357142857143, "iteration": 114459, "loss_box_reg": 0.009380107891047373, "loss_cls": 0.047898892778903246, "loss_rpn_cls": 0.0014389617188044213, "loss_rpn_loc": 0.002444019803078845, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5410814019851387, "total_loss": 0.06113166935119807}
{"data_time": 0.003839166834950447, "eta_seconds": 67670.0281571711, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43050193050193053, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 114479, "loss_box_reg": 0.009019651275593787, "loss_cls": 0.045741045381873846, "loss_rpn_cls": 0.0006366361003529164, "loss_rpn_loc": 0.0023155502349254675, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5384201884735376, "total_loss": 0.05847638666398325}
{"data_time": 0.00393795152194798, "eta_seconds": 67674.46730797761, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.28159757330637003, "fast_rcnn/fg_cls_accuracy": 0.71840242669363, "iteration": 114499, "loss_box_reg": 0.009028089902130887, "loss_cls": 0.04521638108417392, "loss_rpn_cls": 0.0012224031843288685, "loss_rpn_loc": 0.0019664732499222737, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5411608251743019, "total_loss": 0.059458958125674144}
{"data_time": 0.004004199057817459, "eta_seconds": 67677.28971204464, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3220046082949309, "fast_rcnn/fg_cls_accuracy": 0.6129032258064515, "iteration": 114519, "loss_box_reg": 0.008447470347164199, "loss_cls": 0.04422943975077942, "loss_rpn_cls": 0.0010608387986508205, "loss_rpn_loc": 0.0031718960199214052, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5398588206153363, "total_loss": 0.057197553359742415}
{"data_time": 0.004222743911668658, "eta_seconds": 67652.89792851196, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.44285714285714284, "fast_rcnn/fg_cls_accuracy": 0.5571428571428572, "iteration": 114539, "loss_box_reg": 0.008916309830965474, "loss_cls": 0.045301206642761827, "loss_rpn_cls": 0.0011433413070562892, "loss_rpn_loc": 0.00200022318676929, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356274067889899, "total_loss": 0.05949082898928282}
{"data_time": 0.003776929806917906, "eta_seconds": 67650.71309528663, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4354679802955665, "fast_rcnn/fg_cls_accuracy": 0.5645320197044335, "iteration": 114559, "loss_box_reg": 0.009629924461478367, "loss_cls": 0.048122600419446826, "loss_rpn_cls": 0.0012839907984982801, "loss_rpn_loc": 0.0021345029526855797, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387037959881127, "total_loss": 0.061862047256909136}
{"data_time": 0.004491784144192934, "eta_seconds": 67644.92913647764, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4105731225296443, "fast_rcnn/fg_cls_accuracy": 0.564659977703456, "iteration": 114579, "loss_box_reg": 0.009385435259900987, "loss_cls": 0.045397604757454246, "loss_rpn_cls": 0.0009626845233015047, "loss_rpn_loc": 0.0029360342196014244, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351171081420034, "total_loss": 0.0615900634782065}
{"data_time": 0.00436950009316206, "eta_seconds": 67634.14227795531, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1527777777777778, "fast_rcnn/fg_cls_accuracy": 0.8472222222222223, "iteration": 114599, "loss_box_reg": 0.0089527347299736, "loss_cls": 0.047998188994824886, "loss_rpn_cls": 0.0011080945947128384, "loss_rpn_loc": 0.0022256733354879543, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5344925376120955, "total_loss": 0.06101875498461595}
{"data_time": 0.004117366624996066, "eta_seconds": 67610.67067741626, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23494983277591974, "fast_rcnn/fg_cls_accuracy": 0.7375776397515528, "iteration": 114619, "loss_box_reg": 0.008346774586243555, "loss_cls": 0.045738541055470705, "loss_rpn_cls": 0.0008951485727948238, "loss_rpn_loc": 0.002127943855157355, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375221353024244, "total_loss": 0.0582408244510475}
{"data_time": 0.003794848918914795, "eta_seconds": 67562.21467709751, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4852813852813853, "fast_rcnn/fg_cls_accuracy": 0.5147186147186147, "iteration": 114639, "loss_box_reg": 0.008687968453159556, "loss_cls": 0.044361395528540015, "loss_rpn_cls": 0.00076901237108018, "loss_rpn_loc": 0.0021593254641629755, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5380150177516043, "total_loss": 0.057655569214205116}
{"data_time": 0.003996420418843627, "eta_seconds": 67542.34329272923, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.31231527093596056, "fast_rcnn/fg_cls_accuracy": 0.6876847290640394, "iteration": 114659, "loss_box_reg": 0.009175873827189207, "loss_cls": 0.045429473160766065, "loss_rpn_cls": 0.0012262408613423759, "loss_rpn_loc": 0.002989064101711847, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5360456965863705, "total_loss": 0.05949501322345441}
{"data_time": 0.003950060810893774, "eta_seconds": 67531.56591847935, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4519519519519519, "fast_rcnn/fg_cls_accuracy": 0.5395010395010396, "iteration": 114679, "loss_box_reg": 0.009175611863611266, "loss_cls": 0.04481727466918528, "loss_rpn_cls": 0.0011989888124901427, "loss_rpn_loc": 0.0026704288393375464, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5412293346598744, "total_loss": 0.059047130419685345}
{"data_time": 0.003928657155483961, "eta_seconds": 67518.06305897771, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35714285714285715, "fast_rcnn/fg_cls_accuracy": 0.6173007246376812, "iteration": 114699, "loss_box_reg": 0.008723137696506456, "loss_cls": 0.04455104289809242, "loss_rpn_cls": 0.0014486656575627421, "loss_rpn_loc": 0.0026493579280213453, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5410244483500719, "total_loss": 0.05648861759439683}
{"data_time": 0.0037412431556731462, "eta_seconds": 67510.01116997958, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.375234521575985, "fast_rcnn/fg_cls_accuracy": 0.6247654784240151, "iteration": 114719, "loss_box_reg": 0.008962630818132311, "loss_cls": 0.04796841955976561, "loss_rpn_cls": 0.0015540861256795324, "loss_rpn_loc": 0.002428131025226321, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5393920368514955, "total_loss": 0.06078479268273895}
{"data_time": 0.004479673458263278, "eta_seconds": 67499.2337957297, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4544811320754717, "fast_rcnn/fg_cls_accuracy": 0.5455188679245283, "iteration": 114739, "loss_box_reg": 0.00926506772520952, "loss_cls": 0.041534786112606525, "loss_rpn_cls": 0.0011959351214727576, "loss_rpn_loc": 0.001690063521891716, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5381125796120614, "total_loss": 0.054701542610359866}
{"data_time": 0.003763236105442047, "eta_seconds": 67497.54172648885, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.26061120543293714, "fast_rcnn/fg_cls_accuracy": 0.6670250896057348, "iteration": 114759, "loss_box_reg": 0.0088500797864981, "loss_cls": 0.0442591377068311, "loss_rpn_cls": 0.000861273740042634, "loss_rpn_loc": 0.0020948298370058183, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400910160969943, "total_loss": 0.055489758631779296}
{"data_time": 0.003902778495103121, "eta_seconds": 67477.67904722993, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3225490196078431, "fast_rcnn/fg_cls_accuracy": 0.6774509803921569, "iteration": 114779, "loss_box_reg": 0.008854214276652783, "loss_cls": 0.04761150781996548, "loss_rpn_cls": 0.001024408801526988, "loss_rpn_loc": 0.001984985065064393, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349802805576473, "total_loss": 0.05918787416260329}
{"data_time": 0.004090237896889448, "eta_seconds": 67460.68562191399, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.296875, "fast_rcnn/fg_cls_accuracy": 0.696875, "iteration": 114799, "loss_box_reg": 0.00922013763920404, "loss_cls": 0.0446841474622488, "loss_rpn_cls": 0.0009680021271378791, "loss_rpn_loc": 0.0024842940147209447, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5361759171355516, "total_loss": 0.05849575686647768}
{"data_time": 0.003762172069400549, "eta_seconds": 67445.02064490924, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3338206627680312, "fast_rcnn/fg_cls_accuracy": 0.6574074074074074, "iteration": 114819, "loss_box_reg": 0.008989871799713, "loss_cls": 0.044037484301952645, "loss_rpn_cls": 0.00046745810550419264, "loss_rpn_loc": 0.002955145282612648, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386081782635301, "total_loss": 0.05527654101206281}
{"data_time": 0.0038373388815671206, "eta_seconds": 67418.62768878508, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.31727574750830567, "fast_rcnn/fg_cls_accuracy": 0.6827242524916943, "iteration": 114839, "loss_box_reg": 0.008587107819039375, "loss_cls": 0.04547406581696123, "loss_rpn_cls": 0.0015342272191389839, "loss_rpn_loc": 0.0021852668942301534, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5322258335072547, "total_loss": 0.06094200569032182}
{"data_time": 0.003852040972560644, "eta_seconds": 67412.45543748094, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3320138545274617, "fast_rcnn/fg_cls_accuracy": 0.6679861454725384, "iteration": 114859, "loss_box_reg": 0.008670450712088495, "loss_cls": 0.046400815481320024, "loss_rpn_cls": 0.0008378683633623041, "loss_rpn_loc": 0.0017976848139369395, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535052293445915, "total_loss": 0.05972935310154526}
{"data_time": 0.003906584577634931, "eta_seconds": 67407.50994993956, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.40505050505050505, "fast_rcnn/fg_cls_accuracy": 0.5949494949494949, "iteration": 114879, "loss_box_reg": 0.009139312751358375, "loss_cls": 0.049117605725768954, "loss_rpn_cls": 0.0009808452232391573, "loss_rpn_loc": 0.0031448680165340193, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402238545939326, "total_loss": 0.061856205442040846}
{"data_time": 0.003509707050397992, "eta_seconds": 67371.18429145124, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30377906976744184, "fast_rcnn/fg_cls_accuracy": 0.6962209302325582, "iteration": 114899, "loss_box_reg": 0.00893650419311598, "loss_cls": 0.04557196772657335, "loss_rpn_cls": 0.0009022755010050787, "loss_rpn_loc": 0.0023625451176485512, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5352900524158031, "total_loss": 0.06125021289335564}
{"data_time": 0.004151870030909777, "eta_seconds": 67375.53527009953, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4460227272727273, "fast_rcnn/fg_cls_accuracy": 0.5539772727272727, "iteration": 114919, "loss_box_reg": 0.009075589769054204, "loss_cls": 0.04668429889716208, "loss_rpn_cls": 0.000610921489624161, "loss_rpn_loc": 0.0023150382767198607, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5334730241447687, "total_loss": 0.06061528800796623}
{"data_time": 0.004334967350587249, "eta_seconds": 67357.38857678161, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4351219512195122, "fast_rcnn/fg_cls_accuracy": 0.5648780487804879, "iteration": 114939, "loss_box_reg": 0.009174028964480385, "loss_cls": 0.045459618675522506, "loss_rpn_cls": 0.001021729428771323, "loss_rpn_loc": 0.0020215943768562283, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392074096016586, "total_loss": 0.06008871275378169}
{"data_time": 0.0037479265592992306, "eta_seconds": 67331.12807298359, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.45, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 114959, "loss_box_reg": 0.008311595534905791, "loss_cls": 0.045942828874103725, "loss_rpn_cls": 0.0017286439781400986, "loss_rpn_loc": 0.00283791262700106, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408902338240296, "total_loss": 0.06047550452376527}
{"data_time": 0.004169775173068047, "eta_seconds": 67335.8447258363, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4121212121212121, "fast_rcnn/fg_cls_accuracy": 0.5878787878787879, "iteration": 114979, "loss_box_reg": 0.009368096449179575, "loss_cls": 0.04481294471770525, "loss_rpn_cls": 0.0006759614398106351, "loss_rpn_loc": 0.002291570221132133, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535619234200567, "total_loss": 0.0583632790712727}
{"data_time": 0.004246351541951299, "eta_seconds": 67293.92603929038, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4604022627278441, "fast_rcnn/fg_cls_accuracy": 0.5395977372721559, "iteration": 114999, "loss_box_reg": 0.00911309229559265, "loss_cls": 0.04653712862636894, "loss_rpn_cls": 0.0012368593271503414, "loss_rpn_loc": 0.002820008114213124, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330339709762484, "total_loss": 0.06012150811943684}
{"data_time": 0.004030794836580753, "eta_seconds": 67260.23234402714, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.40512820512820513, "fast_rcnn/fg_cls_accuracy": 0.5948717948717949, "iteration": 115019, "loss_box_reg": 0.008825173194054514, "loss_cls": 0.04641882504802197, "loss_rpn_cls": 0.0007199001274358352, "loss_rpn_loc": 0.0018580989235488232, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5352044289465994, "total_loss": 0.05814593060972584}
{"data_time": 0.003972736885771155, "eta_seconds": 67249.46907083457, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23497536945812808, "fast_rcnn/fg_cls_accuracy": 0.7444099378881988, "iteration": 115039, "loss_box_reg": 0.009255798882804811, "loss_cls": 0.04472351964795962, "loss_rpn_cls": 0.0004673065924407638, "loss_rpn_loc": 0.0027810647297883406, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5502249281853437, "total_loss": 0.05973612717735932}
{"data_time": 0.00407760008238256, "eta_seconds": 67238.705797642, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40325077399380804, "fast_rcnn/fg_cls_accuracy": 0.5872210953346856, "iteration": 115059, "loss_box_reg": 0.008978026191471145, "loss_cls": 0.047163747949525714, "loss_rpn_cls": 0.0007935240719234571, "loss_rpn_loc": 0.002735292704528547, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406047631986439, "total_loss": 0.059686463551997804}
{"data_time": 0.003984239883720875, "eta_seconds": 67216.55609946605, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.33478260869565213, "fast_rcnn/fg_cls_accuracy": 0.6322905620360552, "iteration": 115079, "loss_box_reg": 0.00866914592916146, "loss_cls": 0.04328225972130895, "loss_rpn_cls": 0.0007453211424035544, "loss_rpn_loc": 0.002696925039344933, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5369389946572483, "total_loss": 0.05685785010555833}
{"data_time": 0.003634699387475848, "eta_seconds": 67205.7946492536, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.33797909407665505, "fast_rcnn/fg_cls_accuracy": 0.662020905923345, "iteration": 115099, "loss_box_reg": 0.008777857205132023, "loss_cls": 0.046359276748262346, "loss_rpn_cls": 0.0009894412748963077, "loss_rpn_loc": 0.0030628876684204442, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423869802616537, "total_loss": 0.06042776319554832}
{"data_time": 0.0038175652734935284, "eta_seconds": 67195.03319904115, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4869281045751634, "fast_rcnn/fg_cls_accuracy": 0.5130718954248366, "iteration": 115119, "loss_box_reg": 0.009144418378127739, "loss_cls": 0.04504266899311915, "loss_rpn_cls": 0.0009573535825211366, "loss_rpn_loc": 0.0022314081143122166, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5394192680250853, "total_loss": 0.058021386670816355}
{"data_time": 0.003774354001507163, "eta_seconds": 67189.21866593882, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.17459239130434784, "fast_rcnn/fg_cls_accuracy": 0.749599358974359, "iteration": 115139, "loss_box_reg": 0.009188490686938167, "loss_cls": 0.04619865020504221, "loss_rpn_cls": 0.0014912663461927878, "loss_rpn_loc": 0.002796622535242932, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393706797622144, "total_loss": 0.059724987745084945}
{"data_time": 0.004106717417016625, "eta_seconds": 67178.4564233385, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25914634146341464, "fast_rcnn/fg_cls_accuracy": 0.7228260869565217, "iteration": 115159, "loss_box_reg": 0.009034323185915127, "loss_cls": 0.046181864803656936, "loss_rpn_cls": 0.0015459315966381837, "loss_rpn_loc": 0.002209274680353701, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389839597046375, "total_loss": 0.060626855018767856}
{"data_time": 0.004096907330676913, "eta_seconds": 67190.36887998087, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.513157894736842, "fast_rcnn/fg_cls_accuracy": 0.47017543859649125, "iteration": 115179, "loss_box_reg": 0.008795446890871972, "loss_cls": 0.04559034970588982, "loss_rpn_cls": 0.0008451820776826935, "loss_rpn_loc": 0.002028092316322727, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5418718738947064, "total_loss": 0.058255569355424086}
{"data_time": 0.004195773508399725, "eta_seconds": 67179.603004226, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23863636363636365, "fast_rcnn/fg_cls_accuracy": 0.7386363636363636, "iteration": 115199, "loss_box_reg": 0.00857058446854353, "loss_cls": 0.04529098514467478, "loss_rpn_cls": 0.0011084521845532436, "loss_rpn_loc": 0.0022601940836466383, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5391316807363182, "total_loss": 0.058638802775931254}
{"data_time": 0.004197998670861125, "eta_seconds": 67168.83712847112, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.29678362573099415, "fast_rcnn/fg_cls_accuracy": 0.6808149405772496, "iteration": 115219, "loss_box_reg": 0.008606910792877898, "loss_cls": 0.04483847669325769, "loss_rpn_cls": 0.001057973050876626, "loss_rpn_loc": 0.0027491551591083407, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5360337290912867, "total_loss": 0.056486956280878076}
{"data_time": 0.00430806796066463, "eta_seconds": 67148.61554597877, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.36626016260162597, "fast_rcnn/fg_cls_accuracy": 0.633739837398374, "iteration": 115239, "loss_box_reg": 0.008920383435906842, "loss_cls": 0.043623246281640604, "loss_rpn_cls": 0.0006543282772213388, "loss_rpn_loc": 0.001906214563859976, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5348869310691953, "total_loss": 0.05602113328922087}
{"data_time": 0.0037750136107206345, "eta_seconds": 67141.58496382041, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3208647906657516, "fast_rcnn/fg_cls_accuracy": 0.6791352093342484, "iteration": 115259, "loss_box_reg": 0.009398678259458393, "loss_cls": 0.04691526835085824, "loss_rpn_cls": 0.0011178338255604103, "loss_rpn_loc": 0.002315326082680258, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437888335436583, "total_loss": 0.05821329217724269}
{"data_time": 0.00440734438598156, "eta_seconds": 67194.08156257286, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3421602787456446, "fast_rcnn/fg_cls_accuracy": 0.6487127371273713, "iteration": 115279, "loss_box_reg": 0.008817499649012461, "loss_cls": 0.043963004514807835, "loss_rpn_cls": 0.0017606111076133857, "loss_rpn_loc": 0.002226119244369329, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437393870670348, "total_loss": 0.05752108757212682}
{"data_time": 0.003947703167796135, "eta_seconds": 67203.9240323659, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.39209164818920916, "fast_rcnn/fg_cls_accuracy": 0.6051136363636364, "iteration": 115299, "loss_box_reg": 0.009346134553197771, "loss_cls": 0.04735142667777836, "loss_rpn_cls": 0.0008370665632355667, "loss_rpn_loc": 0.002341736366361147, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5461607773322612, "total_loss": 0.060134237365900844}
{"data_time": 0.0038389330729842186, "eta_seconds": 67199.32375104679, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4343786295005807, "fast_rcnn/fg_cls_accuracy": 0.552393857271906, "iteration": 115319, "loss_box_reg": 0.008397574973059818, "loss_cls": 0.04304775164928287, "loss_rpn_cls": 0.0009807679623463628, "loss_rpn_loc": 0.0025779434727155603, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5414106165990233, "total_loss": 0.056720276291457594}
{"data_time": 0.004141301615163684, "eta_seconds": 67188.5443502157, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.358974358974359, "fast_rcnn/fg_cls_accuracy": 0.641025641025641, "iteration": 115339, "loss_box_reg": 0.009676613553892821, "loss_cls": 0.046118980855681, "loss_rpn_cls": 0.0007718260264937271, "loss_rpn_loc": 0.002790118207485648, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541254635900259, "total_loss": 0.05901155334890973}
{"data_time": 0.0036865894217044115, "eta_seconds": 67159.3826270455, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.39539170506912447, "fast_rcnn/fg_cls_accuracy": 0.6046082949308755, "iteration": 115359, "loss_box_reg": 0.008675608783960342, "loss_cls": 0.04548987478483468, "loss_rpn_cls": 0.0010211200474259385, "loss_rpn_loc": 0.0024552171817049384, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5354366200044751, "total_loss": 0.058633502757800215}
{"data_time": 0.003835762618109584, "eta_seconds": 67161.94855860109, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.34786399302528337, "fast_rcnn/fg_cls_accuracy": 0.6521360069747166, "iteration": 115379, "loss_box_reg": 0.008672477561049163, "loss_cls": 0.04472108115442097, "loss_rpn_cls": 0.0010578405906471744, "loss_rpn_loc": 0.0023934460114105605, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5413501183502376, "total_loss": 0.061254832048575736}
{"data_time": 0.0033938619308173656, "eta_seconds": 67173.02300114534, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5079491255961844, "fast_rcnn/fg_cls_accuracy": 0.49205087440381556, "iteration": 115399, "loss_box_reg": 0.008564963733078912, "loss_cls": 0.04627634078497067, "loss_rpn_cls": 0.001186612520655217, "loss_rpn_loc": 0.002313396653335076, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413838180247694, "total_loss": 0.05810843699975976}
{"data_time": 0.004092733608558774, "eta_seconds": 67153.72967691813, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 115419, "loss_box_reg": 0.00808457683888264, "loss_cls": 0.04555987360072322, "loss_rpn_cls": 0.0010633786712332949, "loss_rpn_loc": 0.0018036902911262587, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5309486633632332, "total_loss": 0.05718903586569013}
{"data_time": 0.00395769695751369, "eta_seconds": 67134.64734606026, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4493421052631579, "fast_rcnn/fg_cls_accuracy": 0.5506578947368421, "iteration": 115439, "loss_box_reg": 0.009621465200325474, "loss_cls": 0.04520661017159, "loss_rpn_cls": 0.001008851056212734, "loss_rpn_loc": 0.002998043024490471, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5397833227179945, "total_loss": 0.06103576834516389}
{"data_time": 0.004148341016843915, "eta_seconds": 67112.30105740996, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.328125, "fast_rcnn/fg_cls_accuracy": 0.5902777777777778, "iteration": 115459, "loss_box_reg": 0.008133674244163558, "loss_cls": 0.041672909865155816, "loss_rpn_cls": 0.0007874758634329737, "loss_rpn_loc": 0.0019466683825157816, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5337859014980495, "total_loss": 0.05431822328137059}
{"data_time": 0.003761094529181719, "eta_seconds": 67094.43341702479, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7482638888888888, "iteration": 115479, "loss_box_reg": 0.009142616501776502, "loss_cls": 0.04645630222512409, "loss_rpn_cls": 0.0010147579303065868, "loss_rpn_loc": 0.0023211994557641447, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384133395273238, "total_loss": 0.05989648207054188}
{"data_time": 0.00376108824275434, "eta_seconds": 67056.9456485745, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.13643410852713178, "fast_rcnn/fg_cls_accuracy": 0.8635658914728682, "iteration": 115499, "loss_box_reg": 0.009528618800686672, "loss_cls": 0.04334633256075904, "loss_rpn_cls": 0.0007402976015100649, "loss_rpn_loc": 0.0024779559335001977, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5361844575963914, "total_loss": 0.05740945036654921}
{"data_time": 0.003632903564721346, "eta_seconds": 67014.28204249241, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.266025641025641, "fast_rcnn/fg_cls_accuracy": 0.7089743589743589, "iteration": 115519, "loss_box_reg": 0.009078869799850509, "loss_cls": 0.046504860278218985, "loss_rpn_cls": 0.0005942168722867791, "loss_rpn_loc": 0.0024380593458772637, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5344953238964081, "total_loss": 0.059042285940677175}
{"data_time": 0.004076839424669743, "eta_seconds": 67024.3702966834, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.37722298221614226, "fast_rcnn/fg_cls_accuracy": 0.6227770177838577, "iteration": 115539, "loss_box_reg": 0.008927991875680164, "loss_cls": 0.04738883243408054, "loss_rpn_cls": 0.00128339052417914, "loss_rpn_loc": 0.0026781196684169117, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5433136646170169, "total_loss": 0.06050794391057934}
{"data_time": 0.004084076499566436, "eta_seconds": 67004.93781107082, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4235332893869479, "fast_rcnn/fg_cls_accuracy": 0.5675675675675675, "iteration": 115559, "loss_box_reg": 0.009455429011723027, "loss_cls": 0.04357599711511284, "loss_rpn_cls": 0.0009111107456192258, "loss_rpn_loc": 0.00286992637484218, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5321535381954163, "total_loss": 0.05462846759147055}
{"data_time": 0.0036146470811218023, "eta_seconds": 67007.10616656905, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3393023255813954, "fast_rcnn/fg_cls_accuracy": 0.6478405315614618, "iteration": 115579, "loss_box_reg": 0.008937746984884143, "loss_cls": 0.04722238355316222, "loss_rpn_cls": 0.0009210681403146737, "loss_rpn_loc": 0.0022236522254388547, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398958951700479, "total_loss": 0.05875454052443274}
{"data_time": 0.003477230668067932, "eta_seconds": 67029.77498985152, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2533816425120773, "fast_rcnn/fg_cls_accuracy": 0.726797385620915, "iteration": 115599, "loss_box_reg": 0.008489673724398017, "loss_cls": 0.04103689838666469, "loss_rpn_cls": 0.0011471740674551256, "loss_rpn_loc": 0.002341203584364848, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5441327376756817, "total_loss": 0.053612007955280205}
{"data_time": 0.003615232650190592, "eta_seconds": 67018.99858532264, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2970843183609141, "fast_rcnn/fg_cls_accuracy": 0.7029156816390859, "iteration": 115619, "loss_box_reg": 0.00911663452279754, "loss_cls": 0.043984304065816104, "loss_rpn_cls": 0.000727215804545267, "loss_rpn_loc": 0.002383293605817016, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5359700850676745, "total_loss": 0.0566582433175995}
{"data_time": 0.003777260659262538, "eta_seconds": 67008.22218079376, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4379795396419437, "fast_rcnn/fg_cls_accuracy": 0.5528789659224442, "iteration": 115639, "loss_box_reg": 0.00958299616468139, "loss_cls": 0.04859134426806122, "loss_rpn_cls": 0.0007816877075583761, "loss_rpn_loc": 0.0020747343660332263, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5343181143980473, "total_loss": 0.06308888532930723}
{"data_time": 0.003885799553245306, "eta_seconds": 66997.44577626488, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5167567567567568, "fast_rcnn/fg_cls_accuracy": 0.48324324324324325, "iteration": 115659, "loss_box_reg": 0.008550812868634239, "loss_cls": 0.045624491933267564, "loss_rpn_cls": 0.0011577357793157717, "loss_rpn_loc": 0.002435179219901329, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5340854858513921, "total_loss": 0.06124813644527194}
{"data_time": 0.004128642613068223, "eta_seconds": 66972.19531573588, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32578397212543553, "fast_rcnn/fg_cls_accuracy": 0.6119449656035022, "iteration": 115679, "loss_box_reg": 0.008590742334490642, "loss_cls": 0.04385639599058777, "loss_rpn_cls": 0.0007365217357460097, "loss_rpn_loc": 0.002018002245677053, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382184302434325, "total_loss": 0.05608549517728534}
{"data_time": 0.0039293779991567135, "eta_seconds": 66982.9705377114, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33974358974358976, "fast_rcnn/fg_cls_accuracy": 0.6602564102564102, "iteration": 115699, "loss_box_reg": 0.008413151925196871, "loss_cls": 0.043723521259380504, "loss_rpn_cls": 0.0007255272677184621, "loss_rpn_loc": 0.002388966448052088, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5422869464382529, "total_loss": 0.057208245056358464}
{"data_time": 0.00441130786202848, "eta_seconds": 66972.19299440319, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.40215924426450744, "fast_rcnn/fg_cls_accuracy": 0.5978407557354926, "iteration": 115719, "loss_box_reg": 0.008877732980181463, "loss_cls": 0.04649103351403028, "loss_rpn_cls": 0.0011480082825983118, "loss_rpn_loc": 0.0024955482458608458, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5422068745829165, "total_loss": 0.05868047297502699}
{"data_time": 0.0040325201116502285, "eta_seconds": 66961.41545109497, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.42141138732959105, "fast_rcnn/fg_cls_accuracy": 0.5045372050816697, "iteration": 115739, "loss_box_reg": 0.00882026192266494, "loss_cls": 0.0454154503531754, "loss_rpn_cls": 0.0014149984509685964, "loss_rpn_loc": 0.001972924543224508, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5394209779333323, "total_loss": 0.0595616899433935}
{"data_time": 0.0039204698987305164, "eta_seconds": 66950.63790778676, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3655336911150865, "fast_rcnn/fg_cls_accuracy": 0.626453488372093, "iteration": 115759, "loss_box_reg": 0.010031201178207994, "loss_cls": 0.045869140420109034, "loss_rpn_cls": 0.0013066939097825525, "loss_rpn_loc": 0.002251475978482631, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390029565896839, "total_loss": 0.05832324808932299}
{"data_time": 0.003760828170925379, "eta_seconds": 66946.37670936668, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.31666666666666665, "fast_rcnn/fg_cls_accuracy": 0.6061224489795918, "iteration": 115779, "loss_box_reg": 0.008891392120858654, "loss_cls": 0.0433861191268079, "loss_rpn_cls": 0.0012501989644988498, "loss_rpn_loc": 0.0025825634511420503, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5388353511225432, "total_loss": 0.05683511779591299}
{"data_time": 0.003936347551643848, "eta_seconds": 66958.96447909367, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.37745098039215685, "fast_rcnn/fg_cls_accuracy": 0.6225490196078431, "iteration": 115799, "loss_box_reg": 0.009025054459925741, "loss_cls": 0.04584559393697418, "loss_rpn_cls": 0.0011063703140052894, "loss_rpn_loc": 0.002741868936936953, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413883393630385, "total_loss": 0.06023198629463877}
{"data_time": 0.0037510893307626247, "eta_seconds": 66949.91124551673, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4807692307692308, "fast_rcnn/fg_cls_accuracy": 0.45068027210884354, "iteration": 115819, "loss_box_reg": 0.008957099140388891, "loss_cls": 0.04567606362979859, "loss_rpn_cls": 0.00141595242700987, "loss_rpn_loc": 0.0021384452629718, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5425157235004008, "total_loss": 0.06089873873531815}
{"data_time": 0.004126361571252346, "eta_seconds": 66943.36795458198, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2895021645021645, "fast_rcnn/fg_cls_accuracy": 0.7104978354978355, "iteration": 115839, "loss_box_reg": 0.008517021487932652, "loss_cls": 0.045921534998342395, "loss_rpn_cls": 0.0011186429956069333, "loss_rpn_loc": 0.0027849418329424225, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5380756044760346, "total_loss": 0.058797955609861674}
{"data_time": 0.003867151215672493, "eta_seconds": 66952.54995792499, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3956521739130435, "fast_rcnn/fg_cls_accuracy": 0.5826086956521739, "iteration": 115859, "loss_box_reg": 0.009161777386907488, "loss_cls": 0.04839781008195132, "loss_rpn_cls": 0.000995834901004855, "loss_rpn_loc": 0.002777816214802442, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5450264641549438, "total_loss": 0.06038778564425229}
{"data_time": 0.0040319194085896015, "eta_seconds": 66924.69606498978, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24319419237749546, "fast_rcnn/fg_cls_accuracy": 0.7142375168690958, "iteration": 115879, "loss_box_reg": 0.008671071816934273, "loss_cls": 0.0421287240460515, "loss_rpn_cls": 0.0008706894484475924, "loss_rpn_loc": 0.002675738953257678, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356094315648079, "total_loss": 0.055824384588049725}
{"data_time": 0.00381217198446393, "eta_seconds": 66916.33219774836, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4616709732988803, "fast_rcnn/fg_cls_accuracy": 0.5383290267011197, "iteration": 115899, "loss_box_reg": 0.008682927465997636, "loss_cls": 0.04617382388096303, "loss_rpn_cls": 0.001185225979270399, "loss_rpn_loc": 0.002045775130682159, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5375018585473299, "total_loss": 0.05879678530561705}
{"data_time": 0.004420703276991844, "eta_seconds": 66913.62785394723, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41239316239316237, "fast_rcnn/fg_cls_accuracy": 0.5876068376068376, "iteration": 115919, "loss_box_reg": 0.009531821764539927, "loss_cls": 0.04565326089505106, "loss_rpn_cls": 0.000844206735678199, "loss_rpn_loc": 0.0024771829339442775, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393350971862674, "total_loss": 0.06050933827367544}
{"data_time": 0.003802693448960781, "eta_seconds": 66900.57665227889, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3179631114675221, "fast_rcnn/fg_cls_accuracy": 0.6820368885324779, "iteration": 115939, "loss_box_reg": 0.008314512379001826, "loss_cls": 0.04296460608020425, "loss_rpn_cls": 0.00069577460135406, "loss_rpn_loc": 0.002366714184972807, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382900689728558, "total_loss": 0.05441621978644662}
{"data_time": 0.003934657434001565, "eta_seconds": 66889.79154226813, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.41800766283524904, "fast_rcnn/fg_cls_accuracy": 0.5819923371647509, "iteration": 115959, "loss_box_reg": 0.008726063359063119, "loss_cls": 0.0454616486094892, "loss_rpn_cls": 0.0007664239506084414, "loss_rpn_loc": 0.0021428803993330803, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5356031986884773, "total_loss": 0.057541180428188454}
{"data_time": 0.004001552006229758, "eta_seconds": 66901.4860810365, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.43145500420521443, "fast_rcnn/fg_cls_accuracy": 0.5635162601626016, "iteration": 115979, "loss_box_reg": 0.008709909074241295, "loss_cls": 0.04405378067167476, "loss_rpn_cls": 0.00105630124619438, "loss_rpn_loc": 0.0023625587891729083, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5478875059634447, "total_loss": 0.05805822426418672}
{"data_time": 0.003979191882535815, "eta_seconds": 66890.69734588987, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4337606837606838, "fast_rcnn/fg_cls_accuracy": 0.5662393162393162, "iteration": 115999, "loss_box_reg": 0.00900913163786754, "loss_cls": 0.04591674089897424, "loss_rpn_cls": 0.0009510030675983216, "loss_rpn_loc": 0.0026277787328581326, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5323599586263299, "total_loss": 0.058551301188231264}
{"data_time": 0.00360161648131907, "eta_seconds": 66907.93081055861, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2515527950310559, "fast_rcnn/fg_cls_accuracy": 0.6797235023041475, "iteration": 116019, "loss_box_reg": 0.00895499432226643, "loss_cls": 0.04328876722138375, "loss_rpn_cls": 0.0005925783975726517, "loss_rpn_loc": 0.002180069062887924, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5440689823590219, "total_loss": 0.05443908668172526}
{"data_time": 0.004091591574251652, "eta_seconds": 66887.14480809728, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.25576796308503624, "fast_rcnn/fg_cls_accuracy": 0.7442320369149638, "iteration": 116039, "loss_box_reg": 0.008797444548690692, "loss_cls": 0.047628696891479194, "loss_rpn_cls": 0.0008096097368479604, "loss_rpn_loc": 0.0021409787696029525, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5355484585743397, "total_loss": 0.059300866325770585}
{"data_time": 0.003676492255181074, "eta_seconds": 66864.71032696567, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46464646464646464, "fast_rcnn/fg_cls_accuracy": 0.5353535353535354, "iteration": 116059, "loss_box_reg": 0.009330826345831156, "loss_cls": 0.04789545794483274, "loss_rpn_cls": 0.001243194681364912, "loss_rpn_loc": 0.0026138913108297857, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537957924650982, "total_loss": 0.06081447884037061}
{"data_time": 0.003809537272900343, "eta_seconds": 66865.56152148033, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3954326923076923, "fast_rcnn/fg_cls_accuracy": 0.6045673076923077, "iteration": 116079, "loss_box_reg": 0.008891977660823613, "loss_cls": 0.04592945022159256, "loss_rpn_cls": 0.0005559380142585724, "loss_rpn_loc": 0.001973004593310179, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5438330620527267, "total_loss": 0.05804919242791584}
{"data_time": 0.0037668750155717134, "eta_seconds": 66843.13079789071, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3269817073170732, "fast_rcnn/fg_cls_accuracy": 0.6730182926829269, "iteration": 116099, "loss_box_reg": 0.009220057196216658, "loss_cls": 0.0466079349280335, "loss_rpn_cls": 0.0009454869138778577, "loss_rpn_loc": 0.0024590476477897028, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364369440358132, "total_loss": 0.06078227196198327}
{"data_time": 0.004082639468833804, "eta_seconds": 66804.7084952956, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6494601889338731, "iteration": 116119, "loss_box_reg": 0.008259971800725907, "loss_cls": 0.04589804774150252, "loss_rpn_cls": 0.0008964609446593386, "loss_rpn_loc": 0.002551569603383541, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5358943860046566, "total_loss": 0.05751303673082475}
{"data_time": 0.0037456818390637636, "eta_seconds": 66793.92319190037, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35980392156862745, "fast_rcnn/fg_cls_accuracy": 0.6401960784313725, "iteration": 116139, "loss_box_reg": 0.008686375571414828, "loss_cls": 0.04225945024518296, "loss_rpn_cls": 0.0005512403729426296, "loss_rpn_loc": 0.002436112947179936, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374718173407018, "total_loss": 0.05480440620397076}
{"data_time": 0.004001891706138849, "eta_seconds": 66804.3874647168, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.48552522746071136, "fast_rcnn/fg_cls_accuracy": 0.5144747725392886, "iteration": 116159, "loss_box_reg": 0.008713334653293714, "loss_cls": 0.04446152879972942, "loss_rpn_cls": 0.001068455521362921, "loss_rpn_loc": 0.0023559548244520556, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5456071326043457, "total_loss": 0.05650164484507059}
{"data_time": 0.003840583609417081, "eta_seconds": 66772.35258510988, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3731481481481481, "fast_rcnn/fg_cls_accuracy": 0.6268518518518519, "iteration": 116179, "loss_box_reg": 0.008622492459835485, "loss_cls": 0.04587710043415427, "loss_rpn_cls": 0.0012437355726433452, "loss_rpn_loc": 0.0020411423647601623, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5342386579141021, "total_loss": 0.0587517848554171}
{"data_time": 0.0037574900779873133, "eta_seconds": 66753.50568545773, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3332147937411095, "fast_rcnn/fg_cls_accuracy": 0.6667852062588905, "iteration": 116199, "loss_box_reg": 0.009362199692986906, "loss_cls": 0.045688984682783484, "loss_rpn_cls": 0.0005454582329207369, "loss_rpn_loc": 0.0024369110469706357, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5329911068547517, "total_loss": 0.05882938353738609}
{"data_time": 0.004071058239787817, "eta_seconds": 66763.05858203745, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38330170777988615, "fast_rcnn/fg_cls_accuracy": 0.573187414500684, "iteration": 116219, "loss_box_reg": 0.009568174107698724, "loss_cls": 0.04362859821412712, "loss_rpn_cls": 0.0007559986465821567, "loss_rpn_loc": 0.0025821195777098183, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5402285910677165, "total_loss": 0.056957654752920917}
{"data_time": 0.003950098995119333, "eta_seconds": 66773.33393515903, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3902597402597403, "fast_rcnn/fg_cls_accuracy": 0.6097402597402597, "iteration": 116239, "loss_box_reg": 0.00852233191835694, "loss_cls": 0.0457432177499868, "loss_rpn_cls": 0.0010773716505809716, "loss_rpn_loc": 0.0017712046956148697, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5438544950447977, "total_loss": 0.05929607294206107}
{"data_time": 0.0038016776088625193, "eta_seconds": 66756.8126815909, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.26406926406926406, "fast_rcnn/fg_cls_accuracy": 0.7359307359307359, "iteration": 116259, "loss_box_reg": 0.009082879376364872, "loss_cls": 0.04531583364587277, "loss_rpn_cls": 0.0007702485721665653, "loss_rpn_loc": 0.0022892424240126275, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5400201776064932, "total_loss": 0.057567949045505884}
{"data_time": 0.004025063011795282, "eta_seconds": 66675.40721432096, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23055555555555557, "fast_rcnn/fg_cls_accuracy": 0.7694444444444444, "iteration": 116279, "loss_box_reg": 0.00920475844759494, "loss_cls": 0.04404376551974565, "loss_rpn_cls": 0.0009683962510962374, "loss_rpn_loc": 0.0023938297490531113, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358270946890116, "total_loss": 0.055448821822665195}
{"data_time": 0.004134119488298893, "eta_seconds": 66639.93441491993, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4647058823529412, "fast_rcnn/fg_cls_accuracy": 0.5352941176470588, "iteration": 116299, "loss_box_reg": 0.008003490278497338, "loss_cls": 0.04356479429407045, "loss_rpn_cls": 0.0009274240683225798, "loss_rpn_loc": 0.0022077856010582764, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5351026973221451, "total_loss": 0.054878529360337325}
{"data_time": 0.00383052509278059, "eta_seconds": 66620.81344221253, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4673202614379085, "fast_rcnn/fg_cls_accuracy": 0.5326797385620915, "iteration": 116319, "loss_box_reg": 0.009872942173387855, "loss_cls": 0.04616121179424226, "loss_rpn_cls": 0.0008099319108509917, "loss_rpn_loc": 0.0019354657233634498, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5371947137173265, "total_loss": 0.06005092308316762}
{"data_time": 0.003629246959462762, "eta_seconds": 66605.69605740067, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.46964285714285714, "fast_rcnn/fg_cls_accuracy": 0.5303571428571429, "iteration": 116339, "loss_box_reg": 0.008716304932022467, "loss_cls": 0.04870047140866518, "loss_rpn_cls": 0.001145693981925433, "loss_rpn_loc": 0.0025562943737895694, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355615578591824, "total_loss": 0.060513468024169015}
{"data_time": 0.004024977562949061, "eta_seconds": 66599.26742837299, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23414634146341465, "fast_rcnn/fg_cls_accuracy": 0.7658536585365854, "iteration": 116359, "loss_box_reg": 0.00863424685667269, "loss_cls": 0.04629057634156197, "loss_rpn_cls": 0.0012739058408897108, "loss_rpn_loc": 0.0021526866275962675, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539623374119401, "total_loss": 0.058115838613730375}
{"data_time": 0.0035790693946182728, "eta_seconds": 66564.4943800536, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4772727272727273, "fast_rcnn/fg_cls_accuracy": 0.49242424242424243, "iteration": 116379, "loss_box_reg": 0.009507472219411284, "loss_cls": 0.04486800485756248, "loss_rpn_cls": 0.0008364709133275028, "loss_rpn_loc": 0.002973894774186192, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5336706740781665, "total_loss": 0.05909272342307759}
{"data_time": 0.003928101621568203, "eta_seconds": 66546.80288537475, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4513574660633484, "fast_rcnn/fg_cls_accuracy": 0.5486425339366516, "iteration": 116399, "loss_box_reg": 0.008654738980112597, "loss_cls": 0.048810630571097136, "loss_rpn_cls": 0.0010617383079534193, "loss_rpn_loc": 0.002538163480494404, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5401965759228915, "total_loss": 0.06058943269295014}
{"data_time": 0.0035979996901005507, "eta_seconds": 66563.79377355869, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4217171717171717, "fast_rcnn/fg_cls_accuracy": 0.5669191919191919, "iteration": 116419, "loss_box_reg": 0.008501312870066613, "loss_cls": 0.044271347054746, "loss_rpn_cls": 0.0014602826439613636, "loss_rpn_loc": 0.0025160165678244084, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5407687574625015, "total_loss": 0.056185819476894494}
{"data_time": 0.0039086921606212854, "eta_seconds": 66560.90297548799, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32272727272727275, "fast_rcnn/fg_cls_accuracy": 0.6772727272727272, "iteration": 116439, "loss_box_reg": 0.008965657703811303, "loss_cls": 0.04556345866876654, "loss_rpn_cls": 0.0008767434949845665, "loss_rpn_loc": 0.002256289391880273, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5457183979451656, "total_loss": 0.05832587220947971}
{"data_time": 0.004133153008297086, "eta_seconds": 66550.12920334702, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.27635327635327633, "fast_rcnn/fg_cls_accuracy": 0.7236467236467237, "iteration": 116459, "loss_box_reg": 0.009048286214238033, "loss_cls": 0.044759664277080446, "loss_rpn_cls": 0.0007604679051098628, "loss_rpn_loc": 0.001964843144378392, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.53257378609851, "total_loss": 0.05642654784105616}
{"data_time": 0.0038906012196093798, "eta_seconds": 66539.35543120606, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.40064102564102566, "fast_rcnn/fg_cls_accuracy": 0.5993589743589745, "iteration": 116479, "loss_box_reg": 0.008956743928138167, "loss_cls": 0.04443625232670456, "loss_rpn_cls": 0.0009541774247736612, "loss_rpn_loc": 0.0021267264273774344, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5380487153306603, "total_loss": 0.05730416045139464}
{"data_time": 0.00360845192335546, "eta_seconds": 66523.85637993459, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4543114543114543, "fast_rcnn/fg_cls_accuracy": 0.5456885456885456, "iteration": 116499, "loss_box_reg": 0.008349630908924155, "loss_cls": 0.0434241340844892, "loss_rpn_cls": 0.0013296435827214736, "loss_rpn_loc": 0.0025564591414877214, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5318733020685613, "total_loss": 0.057759303599596024}
{"data_time": 0.00401887041516602, "eta_seconds": 66546.83318667114, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3717607973421927, "fast_rcnn/fg_cls_accuracy": 0.6282392026578073, "iteration": 116519, "loss_box_reg": 0.00839398376410827, "loss_cls": 0.04754731885623187, "loss_rpn_cls": 0.0008487443760714086, "loss_rpn_loc": 0.002792707058688393, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393788979854435, "total_loss": 0.06034093430025678}
{"data_time": 0.003887985134497285, "eta_seconds": 66507.03411478316, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40617848970251713, "fast_rcnn/fg_cls_accuracy": 0.5825771324863884, "iteration": 116539, "loss_box_reg": 0.00879196121240966, "loss_cls": 0.04463424952700734, "loss_rpn_cls": 0.0008799948928270851, "loss_rpn_loc": 0.0028286024207773153, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.538481694413349, "total_loss": 0.057382442859079674}
{"data_time": 0.0039054304361343384, "eta_seconds": 66543.84848945704, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2091346153846154, "fast_rcnn/fg_cls_accuracy": 0.7908653846153846, "iteration": 116559, "loss_box_reg": 0.00912087078904733, "loss_cls": 0.04445143323391676, "loss_rpn_cls": 0.0006620788381326292, "loss_rpn_loc": 0.0023825122843845747, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5424187195021659, "total_loss": 0.05755897649362396}
{"data_time": 0.0038661703001707792, "eta_seconds": 66556.64651720505, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3787878787878788, "fast_rcnn/fg_cls_accuracy": 0.6212121212121212, "iteration": 116579, "loss_box_reg": 0.009351171756861731, "loss_cls": 0.04453364235814661, "loss_rpn_cls": 0.0008682899283485312, "loss_rpn_loc": 0.002030834779361612, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5434333824086934, "total_loss": 0.0559508227081551}
{"data_time": 0.0035349370446056128, "eta_seconds": 66472.5791084317, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2971014492753623, "fast_rcnn/fg_cls_accuracy": 0.7028985507246377, "iteration": 116599, "loss_box_reg": 0.008970525406766683, "loss_cls": 0.04597383731743321, "loss_rpn_cls": 0.0012442896115771873, "loss_rpn_loc": 0.002734141304244986, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5327871544286609, "total_loss": 0.05907887388548261}
{"data_time": 0.003787943394854665, "eta_seconds": 66465.61822712515, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4295665634674922, "fast_rcnn/fg_cls_accuracy": 0.5704334365325078, "iteration": 116619, "loss_box_reg": 0.00873412995133549, "loss_cls": 0.04430045327171683, "loss_rpn_cls": 0.0008161858087305518, "loss_rpn_loc": 0.0020496285396802705, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419743380043656, "total_loss": 0.05588460283127006}
{"data_time": 0.003809534013271332, "eta_seconds": 66451.03225577786, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46153846153846156, "fast_rcnn/fg_cls_accuracy": 0.5275519421860886, "iteration": 116639, "loss_box_reg": 0.00920436592423357, "loss_cls": 0.04700650577433407, "loss_rpn_cls": 0.001194006900561817, "loss_rpn_loc": 0.002166500074963551, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5327405619900674, "total_loss": 0.060475438854211916}
{"data_time": 0.004035863559693098, "eta_seconds": 66500.87968386244, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.26785714285714285, "fast_rcnn/fg_cls_accuracy": 0.7321428571428572, "iteration": 116659, "loss_box_reg": 0.00955355521000456, "loss_cls": 0.046038459142437205, "loss_rpn_cls": 0.000850087313210679, "loss_rpn_loc": 0.002994962669617962, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5453499669674784, "total_loss": 0.06093623189178743}
{"data_time": 0.004002709407359362, "eta_seconds": 66471.35608707089, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4568452380952381, "fast_rcnn/fg_cls_accuracy": 0.5431547619047619, "iteration": 116679, "loss_box_reg": 0.008168576488969848, "loss_cls": 0.048371265875175595, "loss_rpn_cls": 0.0010164062861122147, "loss_rpn_loc": 0.0025688853056635708, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5327025249134749, "total_loss": 0.0611958935265875}
{"data_time": 0.00392724247649312, "eta_seconds": 66446.15631852322, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4110207768744354, "fast_rcnn/fg_cls_accuracy": 0.5340622371740958, "iteration": 116699, "loss_box_reg": 0.008862343383952975, "loss_cls": 0.050052377104293555, "loss_rpn_cls": 0.0009116801394384311, "loss_rpn_loc": 0.002082941573462449, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5428181886672974, "total_loss": 0.06164390518927121}
{"data_time": 0.004117377335205674, "eta_seconds": 66435.37844059546, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4375, "fast_rcnn/fg_cls_accuracy": 0.5625, "iteration": 116719, "loss_box_reg": 0.009334809088613838, "loss_cls": 0.042318585503380746, "loss_rpn_cls": 0.0012055004843887218, "loss_rpn_loc": 0.0018492635899747256, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5420989990234375, "total_loss": 0.056168694850612155}
{"data_time": 0.004105392610654235, "eta_seconds": 66408.70643074578, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2747376311844078, "fast_rcnn/fg_cls_accuracy": 0.7084639498432602, "iteration": 116739, "loss_box_reg": 0.009580341007676907, "loss_cls": 0.04892158732400276, "loss_rpn_cls": 0.0008610410246774336, "loss_rpn_loc": 0.0020939180249115452, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5303248488344252, "total_loss": 0.06262647833887058}
{"data_time": 0.004234458319842815, "eta_seconds": 66413.82268473995, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2795744680851064, "fast_rcnn/fg_cls_accuracy": 0.6515366430260048, "iteration": 116759, "loss_box_reg": 0.008470570348436013, "loss_cls": 0.044483359437435865, "loss_rpn_cls": 0.000985835001841906, "loss_rpn_loc": 0.002473828266374767, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5461504214908928, "total_loss": 0.05980685467375224}
{"data_time": 0.004188926424831152, "eta_seconds": 66417.45500283781, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.34318181818181814, "fast_rcnn/fg_cls_accuracy": 0.5663522012578617, "iteration": 116779, "loss_box_reg": 0.009563269151840359, "loss_cls": 0.04456445889081806, "loss_rpn_cls": 0.0006558406337262568, "loss_rpn_loc": 0.0022373961764969863, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5431803481187671, "total_loss": 0.059199023874271006}
{"data_time": 0.003947864519432187, "eta_seconds": 66392.26692888443, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.25677655677655675, "fast_rcnn/fg_cls_accuracy": 0.6774322169059012, "iteration": 116799, "loss_box_reg": 0.008724907907890156, "loss_cls": 0.042915440862998366, "loss_rpn_cls": 0.0007100213183548476, "loss_rpn_loc": 0.002216085693362402, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382644576020539, "total_loss": 0.0555947452446901}
{"data_time": 0.0035953777842223644, "eta_seconds": 66429.20365349669, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4593023255813954, "fast_rcnn/fg_cls_accuracy": 0.5406976744186047, "iteration": 116819, "loss_box_reg": 0.00868453789735213, "loss_cls": 0.04493148147594184, "loss_rpn_cls": 0.0011469739645804111, "loss_rpn_loc": 0.002592631617517327, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424730265513062, "total_loss": 0.05940014068437449}
{"data_time": 0.0038726713974028826, "eta_seconds": 66411.58897863328, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3787878787878788, "fast_rcnn/fg_cls_accuracy": 0.6060606060606061, "iteration": 116839, "loss_box_reg": 0.009079329582164064, "loss_cls": 0.04539725388167426, "loss_rpn_cls": 0.0015036855156722595, "loss_rpn_loc": 0.0024405519161518896, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5341351008974016, "total_loss": 0.05915255918907292}
{"data_time": 0.0037891166284680367, "eta_seconds": 66371.05724104377, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5122242098986285, "fast_rcnn/fg_cls_accuracy": 0.4877757901013715, "iteration": 116859, "loss_box_reg": 0.00804161437554285, "loss_cls": 0.04427589726401493, "loss_rpn_cls": 0.00047918014041670176, "loss_rpn_loc": 0.002112224912707461, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409671161323786, "total_loss": 0.056770978478937195}
{"data_time": 0.0041423875372856855, "eta_seconds": 66377.12103879475, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5020397756246813, "fast_rcnn/fg_cls_accuracy": 0.4979602243753187, "iteration": 116879, "loss_box_reg": 0.009332480753073469, "loss_cls": 0.044908780488185585, "loss_rpn_cls": 0.0009619526464916817, "loss_rpn_loc": 0.002374809693719726, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5471232966519892, "total_loss": 0.05881106136791914}
{"data_time": 0.003773503005504608, "eta_seconds": 66366.33861808036, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4186117936117936, "fast_rcnn/fg_cls_accuracy": 0.571969696969697, "iteration": 116899, "loss_box_reg": 0.008565785479731858, "loss_cls": 0.0442854409920983, "loss_rpn_cls": 0.0006118676355981734, "loss_rpn_loc": 0.002048940068561933, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399040183983743, "total_loss": 0.056136214589315614}
{"data_time": 0.003558689495548606, "eta_seconds": 66334.8342427786, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3424242424242424, "fast_rcnn/fg_cls_accuracy": 0.6121212121212121, "iteration": 116919, "loss_box_reg": 0.008408419380430132, "loss_cls": 0.04657523345667869, "loss_rpn_cls": 0.0007950305611075237, "loss_rpn_loc": 0.002060101071037934, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378398296888918, "total_loss": 0.0593238598884227}
{"data_time": 0.0037876551505178213, "eta_seconds": 66331.2132680649, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.39880952380952384, "fast_rcnn/fg_cls_accuracy": 0.6011904761904763, "iteration": 116939, "loss_box_reg": 0.00921597401611507, "loss_cls": 0.04522314100177027, "loss_rpn_cls": 0.0011449106154941546, "loss_rpn_loc": 0.0019387597258173628, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422313690651208, "total_loss": 0.05685373570986485}
{"data_time": 0.00383027084171772, "eta_seconds": 66317.15881790197, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.46693657219973006, "fast_rcnn/fg_cls_accuracy": 0.5330634278002699, "iteration": 116959, "loss_box_reg": 0.0088131932716351, "loss_cls": 0.04702513967640698, "loss_rpn_cls": 0.0011361031384922171, "loss_rpn_loc": 0.0023604838315804955, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374344375450164, "total_loss": 0.06002339863272255}
{"data_time": 0.004228790523484349, "eta_seconds": 66296.5491506313, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35198412698412695, "fast_rcnn/fg_cls_accuracy": 0.6224747474747474, "iteration": 116979, "loss_box_reg": 0.008792830747552216, "loss_cls": 0.04527157635311596, "loss_rpn_cls": 0.0010455883621034445, "loss_rpn_loc": 0.0031011200007924344, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5372482757084072, "total_loss": 0.057460331811057586}
{"data_time": 0.004226912511512637, "eta_seconds": 66295.59944864525, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3788961038961039, "fast_rcnn/fg_cls_accuracy": 0.6211038961038962, "iteration": 116999, "loss_box_reg": 0.008683575171744451, "loss_cls": 0.04502181988209486, "loss_rpn_cls": 0.0005222100573973876, "loss_rpn_loc": 0.0029140820188331418, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542253790423274, "total_loss": 0.056593955656765615}
{"data_time": 0.003937250934541225, "eta_seconds": 66251.01224444318, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32256169212690955, "fast_rcnn/fg_cls_accuracy": 0.6774383078730906, "iteration": 117019, "loss_box_reg": 0.009174960519885644, "loss_cls": 0.04416321811731905, "loss_rpn_cls": 0.0009436970090064278, "loss_rpn_loc": 0.0026225668552797288, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5367175191640854, "total_loss": 0.05873411855640143}
{"data_time": 0.0040792734362185, "eta_seconds": 66240.23805782176, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 117039, "loss_box_reg": 0.008914470061426982, "loss_cls": 0.04750869795680046, "loss_rpn_cls": 0.0010882225354862385, "loss_rpn_loc": 0.0017789431585697457, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364021509885788, "total_loss": 0.06043421672177374}
{"data_time": 0.004204547964036465, "eta_seconds": 66229.25774666434, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22719060523938572, "fast_rcnn/fg_cls_accuracy": 0.7728093947606143, "iteration": 117059, "loss_box_reg": 0.008425358304521069, "loss_cls": 0.04606533207697794, "loss_rpn_cls": 0.0010198134468737408, "loss_rpn_loc": 0.0022414009290514514, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372915212064981, "total_loss": 0.058037592255232084}
{"data_time": 0.004381882026791573, "eta_seconds": 66206.57748074923, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.5141304347826088, "fast_rcnn/fg_cls_accuracy": 0.48586956521739133, "iteration": 117079, "loss_box_reg": 0.008699195983354002, "loss_cls": 0.044357555569149554, "loss_rpn_cls": 0.0008248054306818631, "loss_rpn_loc": 0.0024987975812109653, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5336838115472347, "total_loss": 0.05677384461233714}
{"data_time": 0.004190601175650954, "eta_seconds": 66199.562945046, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.528782894736842, "fast_rcnn/fg_cls_accuracy": 0.47121710526315785, "iteration": 117099, "loss_box_reg": 0.008971288800239563, "loss_cls": 0.04717070120386779, "loss_rpn_cls": 0.0010723664538545563, "loss_rpn_loc": 0.0024327641531272093, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5380898334551603, "total_loss": 0.06036424647879812}
{"data_time": 0.00402092607691884, "eta_seconds": 66213.25260654208, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30249480249480254, "fast_rcnn/fg_cls_accuracy": 0.6946386946386947, "iteration": 117119, "loss_box_reg": 0.009264227672247216, "loss_cls": 0.04661209776531905, "loss_rpn_cls": 0.001160600325647465, "loss_rpn_loc": 0.0029364957590587437, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5468632895499468, "total_loss": 0.058774213614015025}
{"data_time": 0.004132968373596668, "eta_seconds": 66220.14165624673, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.36038687973086625, "fast_rcnn/fg_cls_accuracy": 0.6396131202691338, "iteration": 117139, "loss_box_reg": 0.008437655109446496, "loss_cls": 0.044860422844067216, "loss_rpn_cls": 0.0007628539315760463, "loss_rpn_loc": 0.00239384527594666, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5430575259961188, "total_loss": 0.05619700083927626}
{"data_time": 0.003931303974241018, "eta_seconds": 66205.48560067895, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.386046511627907, "fast_rcnn/fg_cls_accuracy": 0.593953488372093, "iteration": 117159, "loss_box_reg": 0.0090333191328682, "loss_cls": 0.04551696218550205, "loss_rpn_cls": 0.0006454784719380768, "loss_rpn_loc": 0.0023284780381800374, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.550987602211535, "total_loss": 0.05795352203756465}
{"data_time": 0.003990317229181528, "eta_seconds": 66201.85066590551, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4469469469469469, "fast_rcnn/fg_cls_accuracy": 0.5530530530530531, "iteration": 117179, "loss_box_reg": 0.00846915491274558, "loss_cls": 0.0458879093057476, "loss_rpn_cls": 0.001232777169207111, "loss_rpn_loc": 0.002408835254755104, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406095033977181, "total_loss": 0.057866215889816885}
{"data_time": 0.0037241987884044647, "eta_seconds": 66200.1238537447, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4861111111111111, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 117199, "loss_box_reg": 0.008749976143008098, "loss_cls": 0.046628513373434544, "loss_rpn_cls": 0.0010468354425938742, "loss_rpn_loc": 0.001905940727738198, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5378617129754275, "total_loss": 0.05747774107197756}
{"data_time": 0.0036495474632829428, "eta_seconds": 66203.05606122245, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.38928571428571423, "fast_rcnn/fg_cls_accuracy": 0.5647840531561461, "iteration": 117219, "loss_box_reg": 0.009047452040249482, "loss_cls": 0.04547812417149544, "loss_rpn_cls": 0.0008660870130370313, "loss_rpn_loc": 0.0018080939171341015, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5404445130843669, "total_loss": 0.057884053222096554}
{"data_time": 0.0040768831968307495, "eta_seconds": 66192.27213601233, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3529411764705882, "fast_rcnn/fg_cls_accuracy": 0.6365007541478129, "iteration": 117239, "loss_box_reg": 0.009845325286732987, "loss_cls": 0.04509680927731097, "loss_rpn_cls": 0.0005914529956498882, "loss_rpn_loc": 0.0024505999808752676, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416170158423483, "total_loss": 0.06010032785616204}
{"data_time": 0.003913462860509753, "eta_seconds": 66181.4882108022, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4512820512820513, "fast_rcnn/fg_cls_accuracy": 0.5487179487179488, "iteration": 117259, "loss_box_reg": 0.00914959967485629, "loss_cls": 0.045563390565803275, "loss_rpn_cls": 0.001166692334209074, "loss_rpn_loc": 0.0022342347583617084, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5390661330893636, "total_loss": 0.057889865280003505}
{"data_time": 0.004027182003483176, "eta_seconds": 66201.24187458633, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.35499537465309894, "fast_rcnn/fg_cls_accuracy": 0.6450046253469011, "iteration": 117279, "loss_box_reg": 0.008657434227643535, "loss_cls": 0.04408152052201331, "loss_rpn_cls": 0.0012492188493524736, "loss_rpn_loc": 0.0031810341715754475, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5451813163235784, "total_loss": 0.0585033447191563}
{"data_time": 0.0038374285213649273, "eta_seconds": 66189.49818302249, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4797979797979798, "fast_rcnn/fg_cls_accuracy": 0.5202020202020202, "iteration": 117299, "loss_box_reg": 0.008507176476996392, "loss_cls": 0.04270737955812365, "loss_rpn_cls": 0.0007387674131678068, "loss_rpn_loc": 0.0021314944096957333, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5378226789180189, "total_loss": 0.05494996705101585}
{"data_time": 0.003963915631175041, "eta_seconds": 66190.13493804052, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4875, "fast_rcnn/fg_cls_accuracy": 0.5125, "iteration": 117319, "loss_box_reg": 0.008956097764894366, "loss_cls": 0.04583829140756279, "loss_rpn_cls": 0.0011600515362601982, "loss_rpn_loc": 0.0024483080487698317, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5446871006861329, "total_loss": 0.06043057860267709}
{"data_time": 0.003784647909924388, "eta_seconds": 66200.23621248524, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3663194444444444, "fast_rcnn/fg_cls_accuracy": 0.6336805555555556, "iteration": 117339, "loss_box_reg": 0.008333686913829297, "loss_cls": 0.04482367483433336, "loss_rpn_cls": 0.0012549313974261622, "loss_rpn_loc": 0.002086544882331509, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.547079261392355, "total_loss": 0.057052756257462534}
{"data_time": 0.0037377499975264072, "eta_seconds": 66189.44219707488, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4173913043478261, "fast_rcnn/fg_cls_accuracy": 0.5826086956521739, "iteration": 117359, "loss_box_reg": 0.009316352719906718, "loss_cls": 0.046532850130461156, "loss_rpn_cls": 0.0008242191103704499, "loss_rpn_loc": 0.002963054288557032, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5396298894193023, "total_loss": 0.05823955259836566}
{"data_time": 0.0044493216555565596, "eta_seconds": 66187.48938010866, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3669871794871795, "fast_rcnn/fg_cls_accuracy": 0.5982142857142857, "iteration": 117379, "loss_box_reg": 0.008133344250381924, "loss_cls": 0.04443812323734164, "loss_rpn_cls": 0.0007960468717556068, "loss_rpn_loc": 0.002260451303300215, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5371354056987911, "total_loss": 0.056098328750096016}
{"data_time": 0.0037113470025360584, "eta_seconds": 66176.69392266171, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26393188854489164, "fast_rcnn/fg_cls_accuracy": 0.7148692810457516, "iteration": 117399, "loss_box_reg": 0.008828983234707266, "loss_cls": 0.043493658711668104, "loss_rpn_cls": 0.0005955777353392477, "loss_rpn_loc": 0.002398916953097796, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418704547919333, "total_loss": 0.055457495211953756}
{"data_time": 0.003857275238260627, "eta_seconds": 66147.69220831501, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4779647435897436, "fast_rcnn/fg_cls_accuracy": 0.5220352564102564, "iteration": 117419, "loss_box_reg": 0.008932796510634944, "loss_cls": 0.04544683615677059, "loss_rpn_cls": 0.001131215365035132, "loss_rpn_loc": 0.002163125140214106, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5339152538217604, "total_loss": 0.05873088903649659}
{"data_time": 0.00433021504431963, "eta_seconds": 66116.46303976746, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3027777777777778, "fast_rcnn/fg_cls_accuracy": 0.6972222222222222, "iteration": 117439, "loss_box_reg": 0.008925364323658869, "loss_cls": 0.04739940143190324, "loss_rpn_cls": 0.0008963706461031506, "loss_rpn_loc": 0.002855002088836045, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356445827055722, "total_loss": 0.059417549850991236}
{"data_time": 0.003886017482727766, "eta_seconds": 66122.78562045819, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.7611111111111111, "iteration": 117459, "loss_box_reg": 0.00906224045320414, "loss_cls": 0.04695701540913433, "loss_rpn_cls": 0.001071495192149996, "loss_rpn_loc": 0.0023330140102189034, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5359731900971383, "total_loss": 0.05970539615157122}
{"data_time": 0.0038585637230426073, "eta_seconds": 66115.31474743201, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.33523908523908524, "fast_rcnn/fg_cls_accuracy": 0.6647609147609148, "iteration": 117479, "loss_box_reg": 0.009084871067898348, "loss_cls": 0.04624976497143507, "loss_rpn_cls": 0.0010172025249630678, "loss_rpn_loc": 0.0020049746435688576, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5474464274011552, "total_loss": 0.05890884549580733}
{"data_time": 0.003926178440451622, "eta_seconds": 66128.1406045896, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.22298136645962732, "fast_rcnn/fg_cls_accuracy": 0.7663043478260869, "iteration": 117499, "loss_box_reg": 0.009385736426338553, "loss_cls": 0.04395568702602759, "loss_rpn_cls": 0.001198206573292282, "loss_rpn_loc": 0.002271925528475549, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411658906377852, "total_loss": 0.058052867115407025}
{"data_time": 0.0037525317166000605, "eta_seconds": 66103.09007379203, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.46199324324324326, "fast_rcnn/fg_cls_accuracy": 0.5109797297297297, "iteration": 117519, "loss_box_reg": 0.008005581941688433, "loss_cls": 0.04418510803952813, "loss_rpn_cls": 0.0007225842086882039, "loss_rpn_loc": 0.0022128286473162007, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5373485165182501, "total_loss": 0.0589195878185933}
{"data_time": 0.003664119401946664, "eta_seconds": 66101.12572053308, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5683229813664596, "iteration": 117539, "loss_box_reg": 0.008878412016201764, "loss_cls": 0.04316810378804803, "loss_rpn_cls": 0.0009357700382679468, "loss_rpn_loc": 0.0025270560327044223, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383392916992307, "total_loss": 0.05714424715091582}
{"data_time": 0.0036855696234852076, "eta_seconds": 66081.50204297132, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24872967479674796, "fast_rcnn/fg_cls_accuracy": 0.751270325203252, "iteration": 117559, "loss_box_reg": 0.009146198106463999, "loss_cls": 0.044134522788226604, "loss_rpn_cls": 0.0012653940761992999, "loss_rpn_loc": 0.00232981027875212, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395915743429214, "total_loss": 0.0591157818240049}
{"data_time": 0.0036440351977944374, "eta_seconds": 66071.66425828985, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3194444444444444, "fast_rcnn/fg_cls_accuracy": 0.6805555555555556, "iteration": 117579, "loss_box_reg": 0.00832900227396749, "loss_cls": 0.04681265394901857, "loss_rpn_cls": 0.0007770489651193202, "loss_rpn_loc": 0.0021697059619327774, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5406180070713162, "total_loss": 0.058230520133975006}
{"data_time": 0.003705080132931471, "eta_seconds": 66074.15888966108, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.18010752688172044, "fast_rcnn/fg_cls_accuracy": 0.8086312118570183, "iteration": 117599, "loss_box_reg": 0.008434713905444369, "loss_cls": 0.04517543481779285, "loss_rpn_cls": 0.001348490584547335, "loss_rpn_loc": 0.0024356641006306745, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.53808120964095, "total_loss": 0.058278826591163124}
{"data_time": 0.003966719610616565, "eta_seconds": 66074.3850983351, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.2132034632034632, "fast_rcnn/fg_cls_accuracy": 0.7867965367965368, "iteration": 117619, "loss_box_reg": 0.009620933939004317, "loss_cls": 0.04618138540536165, "loss_rpn_cls": 0.000995233666913009, "loss_rpn_loc": 0.0022608180552197155, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5436684058513492, "total_loss": 0.060666423498219046}
{"data_time": 0.004209430888295174, "eta_seconds": 66100.0626897267, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38394584139264987, "fast_rcnn/fg_cls_accuracy": 0.61605415860735, "iteration": 117639, "loss_box_reg": 0.00828718554112129, "loss_cls": 0.04278971513849683, "loss_rpn_cls": 0.0007271358392699767, "loss_rpn_loc": 0.002604803205031203, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426709505263716, "total_loss": 0.056123723680684634}
{"data_time": 0.0040644328109920025, "eta_seconds": 66049.89478919655, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3592995169082126, "fast_rcnn/fg_cls_accuracy": 0.6407004830917875, "iteration": 117659, "loss_box_reg": 0.009054269961779937, "loss_cls": 0.04425202449783683, "loss_rpn_cls": 0.0012025289654502558, "loss_rpn_loc": 0.0028176593441457953, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338001579511911, "total_loss": 0.055812075888354684}
{"data_time": 0.004335052566602826, "eta_seconds": 66067.45453143795, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.37160607455131156, "fast_rcnn/fg_cls_accuracy": 0.6283939254486884, "iteration": 117679, "loss_box_reg": 0.008608590229414403, "loss_cls": 0.04597573867067695, "loss_rpn_cls": 0.0014876487045967224, "loss_rpn_loc": 0.002156452334020287, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378202702850103, "total_loss": 0.05894515119769039}
{"data_time": 0.0038438241463154554, "eta_seconds": 66043.57434573211, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4074675324675324, "fast_rcnn/fg_cls_accuracy": 0.5925324675324675, "iteration": 117699, "loss_box_reg": 0.008555583452107385, "loss_cls": 0.04259233269840479, "loss_rpn_cls": 0.0004590214630297851, "loss_rpn_loc": 0.0022998390140855918, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386220647487789, "total_loss": 0.05721117721884639}
{"data_time": 0.0037102303467690945, "eta_seconds": 66045.84991586697, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.47401247401247404, "fast_rcnn/fg_cls_accuracy": 0.525987525987526, "iteration": 117719, "loss_box_reg": 0.008304733491968364, "loss_cls": 0.04590025939978659, "loss_rpn_cls": 0.0009668743416568759, "loss_rpn_loc": 0.002941378368632286, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427602655254304, "total_loss": 0.05960393748785009}
{"data_time": 0.004049947485327721, "eta_seconds": 66040.21406423021, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4128787878787879, "fast_rcnn/fg_cls_accuracy": 0.5716666666666668, "iteration": 117739, "loss_box_reg": 0.00887656767736189, "loss_cls": 0.04577699478249997, "loss_rpn_cls": 0.0009325806787501278, "loss_rpn_loc": 0.0017481392169429455, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5417061140760779, "total_loss": 0.05850463924980431}
{"data_time": 0.0034581879153847694, "eta_seconds": 66035.31597924046, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32971014492753625, "fast_rcnn/fg_cls_accuracy": 0.6538461538461539, "iteration": 117759, "loss_box_reg": 0.009259975486202165, "loss_cls": 0.045435505715431646, "loss_rpn_cls": 0.0011895037104068251, "loss_rpn_loc": 0.0023373468466161285, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425359336659312, "total_loss": 0.05897824004557606}
{"data_time": 0.00407541124150157, "eta_seconds": 66013.4429925105, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41621621621621624, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 117779, "loss_box_reg": 0.00836144687491469, "loss_cls": 0.04349830641876906, "loss_rpn_cls": 0.0018339772027502477, "loss_rpn_loc": 0.0029456384618242737, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5347459258046001, "total_loss": 0.05707883469551689}
{"data_time": 0.0036043315194547176, "eta_seconds": 66002.64068472502, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2767379679144385, "fast_rcnn/fg_cls_accuracy": 0.7112794612794613, "iteration": 117799, "loss_box_reg": 0.009143071307335049, "loss_cls": 0.04223497130442411, "loss_rpn_cls": 0.0009735073522278981, "loss_rpn_loc": 0.002125288036040729, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5358271750155836, "total_loss": 0.055454655308039946}
{"data_time": 0.003695825347676873, "eta_seconds": 65963.39155035932, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24126984126984125, "fast_rcnn/fg_cls_accuracy": 0.7587301587301587, "iteration": 117819, "loss_box_reg": 0.008474530681269243, "loss_cls": 0.04644458566326648, "loss_rpn_cls": 0.0006253712379020726, "loss_rpn_loc": 0.0019054852491535712, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388286274392158, "total_loss": 0.05901427334595155}
{"data_time": 0.004127309890463948, "eta_seconds": 65948.21632088348, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30625, "fast_rcnn/fg_cls_accuracy": 0.69375, "iteration": 117839, "loss_box_reg": 0.009882597136311233, "loss_cls": 0.044841501861810684, "loss_rpn_cls": 0.001510563382169039, "loss_rpn_loc": 0.0024531001145078335, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5357944178394973, "total_loss": 0.059113208521353044}
{"data_time": 0.0035375463776290417, "eta_seconds": 65941.79624779988, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2642857142857143, "fast_rcnn/fg_cls_accuracy": 0.7357142857142858, "iteration": 117859, "loss_box_reg": 0.008221829222748056, "loss_cls": 0.046611652709543705, "loss_rpn_cls": 0.0008547152729079244, "loss_rpn_loc": 0.0018961267305712681, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5428692426066846, "total_loss": 0.05972288531177128}
{"data_time": 0.004122183891013265, "eta_seconds": 65917.60294393497, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3895663956639567, "fast_rcnn/fg_cls_accuracy": 0.5879752431476569, "iteration": 117879, "loss_box_reg": 0.008974273630883545, "loss_cls": 0.045052318018861115, "loss_rpn_cls": 0.0008614171687781891, "loss_rpn_loc": 0.0024768344483163673, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5352395251393318, "total_loss": 0.060770328349804004}
{"data_time": 0.004080931190401316, "eta_seconds": 65906.80748648802, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4830808080808081, "fast_rcnn/fg_cls_accuracy": 0.5169191919191919, "iteration": 117899, "loss_box_reg": 0.00926953976158984, "loss_cls": 0.04415908211376518, "loss_rpn_cls": 0.0013191464735200498, "loss_rpn_loc": 0.0027545518896658905, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536624691914767, "total_loss": 0.06017494148579772}
{"data_time": 0.003890463151037693, "eta_seconds": 65909.40329396073, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42727272727272725, "fast_rcnn/fg_cls_accuracy": 0.5335968379446641, "iteration": 117919, "loss_box_reg": 0.009187935793306679, "loss_cls": 0.047335195529740304, "loss_rpn_cls": 0.0007647078316495026, "loss_rpn_loc": 0.0022372876283043297, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400918638333678, "total_loss": 0.059687949630642834}
{"data_time": 0.004254317609593272, "eta_seconds": 65898.60564268101, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 117939, "loss_box_reg": 0.00836156660807319, "loss_cls": 0.04299962881486863, "loss_rpn_cls": 0.0005554985695539472, "loss_rpn_loc": 0.0025705162988742813, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5424384870566428, "total_loss": 0.05368346817758152}
{"data_time": 0.004144113510847092, "eta_seconds": 65909.85549815698, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2738095238095238, "fast_rcnn/fg_cls_accuracy": 0.713768115942029, "iteration": 117959, "loss_box_reg": 0.008713700313819572, "loss_cls": 0.04668329283595085, "loss_rpn_cls": 0.0007158890370249082, "loss_rpn_loc": 0.0022797197343606967, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5412659789435565, "total_loss": 0.06097124405118848}
{"data_time": 0.003794816555455327, "eta_seconds": 65899.05423374614, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.37948717948717947, "fast_rcnn/fg_cls_accuracy": 0.6205128205128205, "iteration": 117979, "loss_box_reg": 0.008926240872824565, "loss_cls": 0.04610798181965947, "loss_rpn_cls": 0.0006884310951136285, "loss_rpn_loc": 0.0020770415212609805, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348019318189472, "total_loss": 0.05834699917727448}
{"data_time": 0.003432875033468008, "eta_seconds": 65877.01515719527, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3895663956639567, "fast_rcnn/fg_cls_accuracy": 0.6104336043360434, "iteration": 117999, "loss_box_reg": 0.009622932935599238, "loss_cls": 0.04351602809038013, "loss_rpn_cls": 0.0006274343085124201, "loss_rpn_loc": 0.0026503076951485127, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5404171252157539, "total_loss": 0.05775475457491552}
{"data_time": 0.004185128724202514, "eta_seconds": 65866.21573503362, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.26061120543293714, "fast_rcnn/fg_cls_accuracy": 0.7303427419354839, "iteration": 118019, "loss_box_reg": 0.008623633213574067, "loss_cls": 0.045660473173484206, "loss_rpn_cls": 0.000559859391955797, "loss_rpn_loc": 0.002025359899562318, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5326993367634714, "total_loss": 0.05975368900203648}
{"data_time": 0.0036682996433228254, "eta_seconds": 65866.65044051362, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.39962121212121215, "fast_rcnn/fg_cls_accuracy": 0.6003787878787878, "iteration": 118039, "loss_box_reg": 0.008573589147999883, "loss_cls": 0.048394715413451195, "loss_rpn_cls": 0.000850501245849955, "loss_rpn_loc": 0.002239904990346986, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5352970568928868, "total_loss": 0.060723668536411424}
{"data_time": 0.0038812910206615925, "eta_seconds": 65844.61689071031, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4331550802139037, "fast_rcnn/fg_cls_accuracy": 0.5668449197860963, "iteration": 118059, "loss_box_reg": 0.008853515813825652, "loss_cls": 0.04359585393103771, "loss_rpn_cls": 0.0015474568552917844, "loss_rpn_loc": 0.002807537657645298, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369521449320018, "total_loss": 0.05606314814247071}
{"data_time": 0.004603484179824591, "eta_seconds": 65813.25481726788, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.27207737594617326, "fast_rcnn/fg_cls_accuracy": 0.7279226240538268, "iteration": 118079, "loss_box_reg": 0.007981989561812952, "loss_cls": 0.044253005005884916, "loss_rpn_cls": 0.0009461490915327886, "loss_rpn_loc": 0.0022450525957538048, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5370684172958136, "total_loss": 0.05670901902931291}
{"data_time": 0.004018909297883511, "eta_seconds": 65781.69982064865, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.41443053070960045, "fast_rcnn/fg_cls_accuracy": 0.5855694692903995, "iteration": 118099, "loss_box_reg": 0.009528597933240235, "loss_cls": 0.04257547832094133, "loss_rpn_cls": 0.0008999225225210239, "loss_rpn_loc": 0.002141051612852607, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374203973915428, "total_loss": 0.05554782259446256}
{"data_time": 0.0036718135233968496, "eta_seconds": 65764.56735915178, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.403125, "fast_rcnn/fg_cls_accuracy": 0.5650118203309693, "iteration": 118119, "loss_box_reg": 0.008107034984277561, "loss_cls": 0.04331754217855632, "loss_rpn_cls": 0.0005050041674792283, "loss_rpn_loc": 0.002669063935172744, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399711129721254, "total_loss": 0.05618284544812013}
{"data_time": 0.003642030991613865, "eta_seconds": 65745.63623070484, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3613782051282051, "fast_rcnn/fg_cls_accuracy": 0.6386217948717949, "iteration": 118139, "loss_box_reg": 0.008642390836030245, "loss_cls": 0.045176905347034335, "loss_rpn_cls": 0.000934631082316173, "loss_rpn_loc": 0.0024414831877948018, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442244252189994, "total_loss": 0.05899512559091136}
{"data_time": 0.00393662741407752, "eta_seconds": 65722.50344736245, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3330039525691699, "fast_rcnn/fg_cls_accuracy": 0.6437632135306555, "iteration": 118159, "loss_box_reg": 0.008570638252422214, "loss_cls": 0.04320470237871632, "loss_rpn_cls": 0.0012473845344516121, "loss_rpn_loc": 0.002907816287915921, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5335459189955145, "total_loss": 0.05629265103556236}
{"data_time": 0.0039344539400190115, "eta_seconds": 65702.69612919283, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4122946475887652, "fast_rcnn/fg_cls_accuracy": 0.5877053524112348, "iteration": 118179, "loss_box_reg": 0.008442127902526408, "loss_cls": 0.046025500167161226, "loss_rpn_cls": 0.0008824464632084528, "loss_rpn_loc": 0.0018690844408411067, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538917547557503, "total_loss": 0.05842014519589611}
{"data_time": 0.004040108062326908, "eta_seconds": 65707.41198928677, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41666666666666663, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 118199, "loss_box_reg": 0.009650483058067039, "loss_cls": 0.0460973268491216, "loss_rpn_cls": 0.0008902343851104888, "loss_rpn_loc": 0.002655809363204753, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415243618190289, "total_loss": 0.058906676470940056}
{"data_time": 0.00376319931820035, "eta_seconds": 65681.12260865723, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4785373608903021, "fast_rcnn/fg_cls_accuracy": 0.5214626391096979, "iteration": 118219, "loss_box_reg": 0.008891106874216348, "loss_cls": 0.04651383880991489, "loss_rpn_cls": 0.0010085759406592842, "loss_rpn_loc": 0.0028529332084872294, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5373660605400801, "total_loss": 0.05942655126455065}
{"data_time": 0.003843956394121051, "eta_seconds": 65645.96551760472, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3971576227390181, "fast_rcnn/fg_cls_accuracy": 0.5837606837606837, "iteration": 118239, "loss_box_reg": 0.008160235243849456, "loss_cls": 0.04243670590221882, "loss_rpn_cls": 0.001008014145213565, "loss_rpn_loc": 0.002731990278334706, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5360782949719578, "total_loss": 0.05757405024149875}
{"data_time": 0.00363607844337821, "eta_seconds": 65635.18276031502, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3666666666666667, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 118259, "loss_box_reg": 0.00860370133887045, "loss_cls": 0.042789171915501356, "loss_rpn_cls": 0.0009433978877950722, "loss_rpn_loc": 0.0017507640004623681, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5359499019104987, "total_loss": 0.055905312908294036}
{"data_time": 0.0040388384368270636, "eta_seconds": 65610.0383460382, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.29305555555555557, "fast_rcnn/fg_cls_accuracy": 0.7069444444444444, "iteration": 118279, "loss_box_reg": 0.007848118897527456, "loss_cls": 0.0429942436167039, "loss_rpn_cls": 0.0015443947163475968, "loss_rpn_loc": 0.0021092059068905655, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5388832609169185, "total_loss": 0.056914723204045004}
{"data_time": 0.0039949140045791864, "eta_seconds": 65612.49846641743, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.25944700460829495, "fast_rcnn/fg_cls_accuracy": 0.7405529953917052, "iteration": 118299, "loss_box_reg": 0.008754237438552082, "loss_cls": 0.04434322108863853, "loss_rpn_cls": 0.0010618328917075814, "loss_rpn_loc": 0.0021429583575809374, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5446516156662256, "total_loss": 0.058727350171011494}
{"data_time": 0.0037990109995007515, "eta_seconds": 65601.71589298476, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4991809991809992, "fast_rcnn/fg_cls_accuracy": 0.5008190008190008, "iteration": 118319, "loss_box_reg": 0.009023571037687361, "loss_cls": 0.04505340673495084, "loss_rpn_cls": 0.0009095175319089321, "loss_rpn_loc": 0.00270349861602881, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.543206348316744, "total_loss": 0.05983591654739939}
{"data_time": 0.004115025978535414, "eta_seconds": 65590.9333195521, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44680851063829785, "fast_rcnn/fg_cls_accuracy": 0.5053191489361701, "iteration": 118339, "loss_box_reg": 0.009806402027606964, "loss_cls": 0.047477243875619024, "loss_rpn_cls": 0.0010715556318245945, "loss_rpn_loc": 0.0018504146246414166, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5476442249491811, "total_loss": 0.060903776955001376}
{"data_time": 0.003989194054156542, "eta_seconds": 65562.6512734713, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3771551724137931, "fast_rcnn/fg_cls_accuracy": 0.6228448275862069, "iteration": 118359, "loss_box_reg": 0.00918175105471164, "loss_cls": 0.04747970786411315, "loss_rpn_cls": 0.0007508214152949222, "loss_rpn_loc": 0.002366501601500204, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5327591213863343, "total_loss": 0.06054629054892757}
{"data_time": 0.003638756927102804, "eta_seconds": 65562.1167024998, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 118379, "loss_box_reg": 0.009053857327671722, "loss_cls": 0.04406843276228756, "loss_rpn_cls": 0.0007380513156363122, "loss_rpn_loc": 0.0019786824050243013, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5424525002017617, "total_loss": 0.0561155520340435}
{"data_time": 0.0038512975443154573, "eta_seconds": 65557.03787145833, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.31845238095238093, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 118399, "loss_box_reg": 0.009132184612099081, "loss_cls": 0.04928773466963321, "loss_rpn_cls": 0.0011646349499301323, "loss_rpn_loc": 0.0018298254617548082, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5421343429479748, "total_loss": 0.0608135226524098}
{"data_time": 0.0037634202744811773, "eta_seconds": 65573.25500597921, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.37386569872958253, "fast_rcnn/fg_cls_accuracy": 0.6088929219600725, "iteration": 118419, "loss_box_reg": 0.008015533996513113, "loss_cls": 0.04454671370331198, "loss_rpn_cls": 0.0008949268461719839, "loss_rpn_loc": 0.0023126459782361053, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5425799509976059, "total_loss": 0.05699764171515653}
{"data_time": 0.004036528058350086, "eta_seconds": 65574.60861682659, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2797482837528604, "fast_rcnn/fg_cls_accuracy": 0.698512585812357, "iteration": 118439, "loss_box_reg": 0.009372880216687918, "loss_cls": 0.0439702685107477, "loss_rpn_cls": 0.0008398345009936747, "loss_rpn_loc": 0.002792373174088425, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5434842000249773, "total_loss": 0.057325305017684514}
{"data_time": 0.0036960490979254246, "eta_seconds": 65570.6516189985, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35912698412698413, "fast_rcnn/fg_cls_accuracy": 0.6220760233918128, "iteration": 118459, "loss_box_reg": 0.009160116722341627, "loss_cls": 0.04261232336284593, "loss_rpn_cls": 0.0005390065430219693, "loss_rpn_loc": 0.0020440095504454803, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5394916459918022, "total_loss": 0.053251623041546736}
{"data_time": 0.0038200118578970432, "eta_seconds": 65553.03110146662, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4672727272727273, "fast_rcnn/fg_cls_accuracy": 0.5327272727272727, "iteration": 118479, "loss_box_reg": 0.008753097295993939, "loss_cls": 0.04605262883706018, "loss_rpn_cls": 0.0013137596638443938, "loss_rpn_loc": 0.0024831189039105084, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.53829729068093, "total_loss": 0.05801259671432035}
{"data_time": 0.00441196165047586, "eta_seconds": 65549.0718552582, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4646825396825397, "fast_rcnn/fg_cls_accuracy": 0.5353174603174603, "iteration": 118499, "loss_box_reg": 0.008701770100742579, "loss_cls": 0.04728794627590105, "loss_rpn_cls": 0.0006331624726954033, "loss_rpn_loc": 0.002457054510159651, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447395676746964, "total_loss": 0.060424796422580584}
{"data_time": 0.00391286495141685, "eta_seconds": 65552.24390941509, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4106002554278416, "fast_rcnn/fg_cls_accuracy": 0.5893997445721584, "iteration": 118519, "loss_box_reg": 0.009077854425413534, "loss_cls": 0.043598037445917726, "loss_rpn_cls": 0.00126527023064682, "loss_rpn_loc": 0.002425401682558004, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5379398402292281, "total_loss": 0.05741223471068224}
{"data_time": 0.0040738326497375965, "eta_seconds": 65541.45172892441, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4337979094076655, "fast_rcnn/fg_cls_accuracy": 0.5662020905923345, "iteration": 118539, "loss_box_reg": 0.00898390228394419, "loss_cls": 0.04615946870762855, "loss_rpn_cls": 0.0010069811123685213, "loss_rpn_loc": 0.002026408930760226, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396884004585445, "total_loss": 0.05921434472634246}
{"data_time": 0.0035642103757709265, "eta_seconds": 65516.702209647745, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.36317567567567566, "fast_rcnn/fg_cls_accuracy": 0.621943371943372, "iteration": 118559, "loss_box_reg": 0.007724325609160587, "loss_cls": 0.04277500489843078, "loss_rpn_cls": 0.0007975973445581985, "loss_rpn_loc": 0.002883014611143153, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358855163212866, "total_loss": 0.05429890637265089}
{"data_time": 0.00460043759085238, "eta_seconds": 65505.912327777594, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2947619047619048, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 118579, "loss_box_reg": 0.010291811660863459, "loss_cls": 0.04488943348405883, "loss_rpn_cls": 0.0009813554133870639, "loss_rpn_loc": 0.003978583845309913, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 248.75, "rpn/num_pos_anchors": 7.25, "time": 0.5463644685223699, "total_loss": 0.06222802629611124}
{"data_time": 0.003975064028054476, "eta_seconds": 65451.76680838619, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45079365079365075, "fast_rcnn/fg_cls_accuracy": 0.5492063492063493, "iteration": 118599, "loss_box_reg": 0.00873198828776367, "loss_cls": 0.04297516751103103, "loss_rpn_cls": 0.0009083145100703405, "loss_rpn_loc": 0.002009535061006318, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5352161277551204, "total_loss": 0.05516850194300105}
{"data_time": 0.0037754271179437637, "eta_seconds": 65421.88525209692, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4298913043478261, "fast_rcnn/fg_cls_accuracy": 0.5553359683794465, "iteration": 118619, "loss_box_reg": 0.00846292998176068, "loss_cls": 0.045249958988279104, "loss_rpn_cls": 0.0006192513051246351, "loss_rpn_loc": 0.0019041526757064275, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.537831763504073, "total_loss": 0.05525152116126719}
{"data_time": 0.0037014209665358067, "eta_seconds": 65396.85562230926, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.36397058823529416, "fast_rcnn/fg_cls_accuracy": 0.6360294117647058, "iteration": 118639, "loss_box_reg": 0.009063472418347374, "loss_cls": 0.048868280835449696, "loss_rpn_cls": 0.000676180797483994, "loss_rpn_loc": 0.002067958892439492, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390886121895164, "total_loss": 0.060264937361978355}
{"data_time": 0.0038017421029508114, "eta_seconds": 65411.17736902367, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3516483516483516, "fast_rcnn/fg_cls_accuracy": 0.6483516483516484, "iteration": 118659, "loss_box_reg": 0.009018992946948856, "loss_cls": 0.04484579450218007, "loss_rpn_cls": 0.0008462285347832221, "loss_rpn_loc": 0.0021853487342013977, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5442441608756781, "total_loss": 0.05612720846193042}
{"data_time": 0.0036702430807054043, "eta_seconds": 65408.63585110684, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3626050420168067, "fast_rcnn/fg_cls_accuracy": 0.6143790849673203, "iteration": 118679, "loss_box_reg": 0.009583094288245775, "loss_cls": 0.0446020063245669, "loss_rpn_cls": 0.0008538841552763188, "loss_rpn_loc": 0.00277892194026208, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5409931079484522, "total_loss": 0.05842883332115889}
{"data_time": 0.0037689220625907183, "eta_seconds": 65434.3547669868, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.334375, "fast_rcnn/fg_cls_accuracy": 0.665625, "iteration": 118699, "loss_box_reg": 0.008381355786696076, "loss_cls": 0.048036518855951726, "loss_rpn_cls": 0.0012144759973580221, "loss_rpn_loc": 0.0022874339356349083, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433433388825506, "total_loss": 0.06083757583985516}
{"data_time": 0.004069108283147216, "eta_seconds": 65387.07037246716, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4303977272727273, "fast_rcnn/fg_cls_accuracy": 0.5696022727272727, "iteration": 118719, "loss_box_reg": 0.008814639935735613, "loss_cls": 0.0446761985658668, "loss_rpn_cls": 0.0013107561411516144, "loss_rpn_loc": 0.0021859481057617813, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5371891669929028, "total_loss": 0.05909796345019913}
{"data_time": 0.0037314894143491983, "eta_seconds": 65388.244143488584, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4117647058823529, "fast_rcnn/fg_cls_accuracy": 0.5882352941176471, "iteration": 118739, "loss_box_reg": 0.008722022583242506, "loss_cls": 0.045015565236099064, "loss_rpn_cls": 0.000862409111789475, "loss_rpn_loc": 0.002057894045719877, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5484418808482587, "total_loss": 0.05666616299720317}
{"data_time": 0.003819078207015991, "eta_seconds": 65343.71491148276, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.22468117029257315, "fast_rcnn/fg_cls_accuracy": 0.7753188297074268, "iteration": 118759, "loss_box_reg": 0.008337126957485452, "loss_cls": 0.04402744409162551, "loss_rpn_cls": 0.0005072208791716548, "loss_rpn_loc": 0.0019074658157478552, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5403898844961077, "total_loss": 0.05414238362214974}
{"data_time": 0.004014369333162904, "eta_seconds": 65332.93576665362, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.6146304675716441, "fast_rcnn/fg_cls_accuracy": 0.3853695324283559, "iteration": 118779, "loss_box_reg": 0.00919095182325691, "loss_cls": 0.04570510023040697, "loss_rpn_cls": 0.0011157421527343558, "loss_rpn_loc": 0.0023120426740206312, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538759887451306, "total_loss": 0.05727569361116025}
{"data_time": 0.003928239457309246, "eta_seconds": 65380.41097858688, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5303571428571429, "fast_rcnn/fg_cls_accuracy": 0.46964285714285714, "iteration": 118799, "loss_box_reg": 0.008826219418551773, "loss_cls": 0.04764402494765818, "loss_rpn_cls": 0.0007182370607097255, "loss_rpn_loc": 0.003223487834475236, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.545701285591349, "total_loss": 0.060623773430506844}
{"data_time": 0.0038695887196809053, "eta_seconds": 65369.622220906895, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3568181818181818, "fast_rcnn/fg_cls_accuracy": 0.6431818181818182, "iteration": 118819, "loss_box_reg": 0.008019797271117568, "loss_cls": 0.043647545971907675, "loss_rpn_cls": 0.0007326224596226893, "loss_rpn_loc": 0.002540277233492816, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392947606742382, "total_loss": 0.05559870357819818}
{"data_time": 0.003885439829900861, "eta_seconds": 65376.582627010066, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18512851897184823, "fast_rcnn/fg_cls_accuracy": 0.7903100775193799, "iteration": 118839, "loss_box_reg": 0.00860228284727782, "loss_cls": 0.044636578764766455, "loss_rpn_cls": 0.0006226268201316998, "loss_rpn_loc": 0.0026963415657519363, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.537546508712694, "total_loss": 0.05583573495749761}
{"data_time": 0.004390625981613994, "eta_seconds": 65348.04470554693, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3281954887218045, "fast_rcnn/fg_cls_accuracy": 0.6718045112781955, "iteration": 118859, "loss_box_reg": 0.008847123302984983, "loss_cls": 0.04541900346521288, "loss_rpn_cls": 0.0010753174378237418, "loss_rpn_loc": 0.0018685350587475114, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361026080790907, "total_loss": 0.056963272152984246}
{"data_time": 0.0038892391603440046, "eta_seconds": 65376.149903250625, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32011605415860733, "fast_rcnn/fg_cls_accuracy": 0.6798839458413927, "iteration": 118879, "loss_box_reg": 0.008749051427002996, "loss_cls": 0.044779122166801244, "loss_rpn_cls": 0.0007587549278014194, "loss_rpn_loc": 0.003139963602734497, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443776061292738, "total_loss": 0.058860391721964334}
{"data_time": 0.003962978022173047, "eta_seconds": 65344.20756442705, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23951612903225805, "fast_rcnn/fg_cls_accuracy": 0.5830645161290322, "iteration": 118899, "loss_box_reg": 0.008119685051497072, "loss_cls": 0.04593839438166469, "loss_rpn_cls": 0.0006835289970865688, "loss_rpn_loc": 0.0018200488484581001, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5310516064055264, "total_loss": 0.05920461238349617}
{"data_time": 0.003494049422442913, "eta_seconds": 65354.55954322941, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3234797297297297, "fast_rcnn/fg_cls_accuracy": 0.5528789659224442, "iteration": 118919, "loss_box_reg": 0.009358574665384367, "loss_cls": 0.04651869321241975, "loss_rpn_cls": 0.0010440895454735255, "loss_rpn_loc": 0.0022297965697362088, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5411854179110378, "total_loss": 0.05896814695267949}
{"data_time": 0.0037809021305292845, "eta_seconds": 65335.60673457128, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3301282051282051, "fast_rcnn/fg_cls_accuracy": 0.6229967948717949, "iteration": 118939, "loss_box_reg": 0.009630122483940795, "loss_cls": 0.04744537209626287, "loss_rpn_cls": 0.0008114609614722212, "loss_rpn_loc": 0.002399993441940751, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5436718959826976, "total_loss": 0.060441744505084216}
{"data_time": 0.003917359514161944, "eta_seconds": 65324.81290224963, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4799242424242424, "fast_rcnn/fg_cls_accuracy": 0.5200757575757575, "iteration": 118959, "loss_box_reg": 0.008639671228593215, "loss_cls": 0.045664633449632674, "loss_rpn_cls": 0.0008105658074555322, "loss_rpn_loc": 0.0017501430193078704, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5408604310359806, "total_loss": 0.05645972769241325}
{"data_time": 0.0040847440250217915, "eta_seconds": 65314.01906992798, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3118279569892473, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 118979, "loss_box_reg": 0.008581278059864417, "loss_cls": 0.04627722053555772, "loss_rpn_cls": 0.0007725139091689925, "loss_rpn_loc": 0.001779135473043425, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5351849095895886, "total_loss": 0.05925039821181599}
{"data_time": 0.0035251248627901077, "eta_seconds": 65290.249126788694, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4336075205640423, "fast_rcnn/fg_cls_accuracy": 0.5663924794359576, "iteration": 118999, "loss_box_reg": 0.009786127338884398, "loss_cls": 0.04736707266420126, "loss_rpn_cls": 0.0013146964196266708, "loss_rpn_loc": 0.0027356816790415905, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363378247711807, "total_loss": 0.05984827170823337}
{"data_time": 0.0038775589782744646, "eta_seconds": 65279.45743926102, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3339930727362692, "fast_rcnn/fg_cls_accuracy": 0.6660069272637308, "iteration": 119019, "loss_box_reg": 0.008649019378935918, "loss_cls": 0.044214584690053016, "loss_rpn_cls": 0.0004673506804238059, "loss_rpn_loc": 0.0019168250400980469, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367573508992791, "total_loss": 0.056203977828317875}
{"data_time": 0.0046094979625195265, "eta_seconds": 65268.66575173335, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4313131313131313, "fast_rcnn/fg_cls_accuracy": 0.5686868686868687, "iteration": 119039, "loss_box_reg": 0.008664888271596283, "loss_cls": 0.04606528510339558, "loss_rpn_cls": 0.001109114676523859, "loss_rpn_loc": 0.0027290545931464294, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364259004127234, "total_loss": 0.058238245347070006}
{"data_time": 0.004110323963686824, "eta_seconds": 65270.5744583155, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37797619047619047, "fast_rcnn/fg_cls_accuracy": 0.5984126984126984, "iteration": 119059, "loss_box_reg": 0.008794047113042325, "loss_cls": 0.043032411369495094, "loss_rpn_cls": 0.0009087011110295862, "loss_rpn_loc": 0.0020719722706417087, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5345292198471725, "total_loss": 0.056822705749596025}
{"data_time": 0.00394434342160821, "eta_seconds": 65273.301880977815, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39915966386554624, "fast_rcnn/fg_cls_accuracy": 0.6008403361344539, "iteration": 119079, "loss_box_reg": 0.008815186651190743, "loss_cls": 0.04460333345923573, "loss_rpn_cls": 0.0007546224171619542, "loss_rpn_loc": 0.0024257197364931926, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447957217693329, "total_loss": 0.05765625519018158}
{"data_time": 0.003989733988419175, "eta_seconds": 65270.5028080903, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3810077519379845, "fast_rcnn/fg_cls_accuracy": 0.6189922480620155, "iteration": 119099, "loss_box_reg": 0.008276045526145026, "loss_cls": 0.044891438097693026, "loss_rpn_cls": 0.00073967198761693, "loss_rpn_loc": 0.0022935012148082023, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5406178298871964, "total_loss": 0.05820450538175237}
{"data_time": 0.00449865497648716, "eta_seconds": 65268.351262466516, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.45400432900432897, "fast_rcnn/fg_cls_accuracy": 0.545995670995671, "iteration": 119119, "loss_box_reg": 0.00851467953179963, "loss_cls": 0.043562450737226754, "loss_rpn_cls": 0.0006533938028496777, "loss_rpn_loc": 0.002221347538579721, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5419909246265888, "total_loss": 0.05518859995015646}
{"data_time": 0.00413797190412879, "eta_seconds": 65240.91380849364, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4462833914053426, "fast_rcnn/fg_cls_accuracy": 0.5537166085946574, "iteration": 119139, "loss_box_reg": 0.008646792353829369, "loss_cls": 0.0455002523958683, "loss_rpn_cls": 0.0013040464823461662, "loss_rpn_loc": 0.0025250110138586024, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5364545241463929, "total_loss": 0.058450829778507796}
{"data_time": 0.004151997389271855, "eta_seconds": 65246.75370742893, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3443738656987296, "fast_rcnn/fg_cls_accuracy": 0.5338915470494419, "iteration": 119159, "loss_box_reg": 0.009204285815940239, "loss_cls": 0.04546927276533097, "loss_rpn_cls": 0.0007648304804206418, "loss_rpn_loc": 0.002504409108951222, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5426107770763338, "total_loss": 0.059100104136689424}
{"data_time": 0.0038149161264300346, "eta_seconds": 65221.767820335925, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41801075268817206, "fast_rcnn/fg_cls_accuracy": 0.581989247311828, "iteration": 119179, "loss_box_reg": 0.008969957052613609, "loss_cls": 0.0462432696367614, "loss_rpn_cls": 0.0012577065740515536, "loss_rpn_loc": 0.0028707110504910816, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5323865874670446, "total_loss": 0.061377993131259245}
{"data_time": 0.0038350012619048357, "eta_seconds": 65216.51607282087, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3413926499032882, "fast_rcnn/fg_cls_accuracy": 0.624633431085044, "iteration": 119199, "loss_box_reg": 0.009290585585404187, "loss_cls": 0.043197464547120035, "loss_rpn_cls": 0.0009983560374280387, "loss_rpn_loc": 0.0023309087155212183, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5435323007404804, "total_loss": 0.054555512321627475}
{"data_time": 0.0039434246718883514, "eta_seconds": 65214.35737487255, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32743055555555556, "fast_rcnn/fg_cls_accuracy": 0.6570723684210527, "iteration": 119219, "loss_box_reg": 0.009123038995312527, "loss_cls": 0.04865203611552715, "loss_rpn_cls": 0.0010481204931807042, "loss_rpn_loc": 0.002513263325454318, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5380664449185133, "total_loss": 0.06269540309369859}
{"data_time": 0.004264567047357559, "eta_seconds": 65223.90356459655, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.47086247086247085, "fast_rcnn/fg_cls_accuracy": 0.5291375291375291, "iteration": 119239, "loss_box_reg": 0.008575948828365654, "loss_cls": 0.04674459790112451, "loss_rpn_cls": 0.0012316655822246503, "loss_rpn_loc": 0.00256940509461856, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420351950451732, "total_loss": 0.060034622549210326}
{"data_time": 0.004203908145427704, "eta_seconds": 65201.19162585307, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2876984126984127, "fast_rcnn/fg_cls_accuracy": 0.7123015873015872, "iteration": 119259, "loss_box_reg": 0.008839803893351927, "loss_cls": 0.04329341422999278, "loss_rpn_cls": 0.00041363212051237497, "loss_rpn_loc": 0.0021349479102354962, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5358264718670398, "total_loss": 0.056025442078635024}
{"data_time": 0.004085575696080923, "eta_seconds": 65218.20468565379, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3798076923076923, "fast_rcnn/fg_cls_accuracy": 0.600375234521576, "iteration": 119279, "loss_box_reg": 0.00875184775213711, "loss_cls": 0.045188745541963726, "loss_rpn_cls": 0.0010183047788814292, "loss_rpn_loc": 0.002397674925305182, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5381081260275096, "total_loss": 0.05805993676074195}
{"data_time": 0.00372550031170249, "eta_seconds": 65215.20098526194, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2984126984126984, "fast_rcnn/fg_cls_accuracy": 0.6962962962962963, "iteration": 119299, "loss_box_reg": 0.00938422919716686, "loss_cls": 0.04561426606960595, "loss_rpn_cls": 0.0004581010673518904, "loss_rpn_loc": 0.0018523468461353332, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5423156793694943, "total_loss": 0.056881862748582535}
{"data_time": 0.004397872602567077, "eta_seconds": 65180.69497668184, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4624451754385965, "fast_rcnn/fg_cls_accuracy": 0.5269886363636364, "iteration": 119319, "loss_box_reg": 0.008155339179211296, "loss_cls": 0.04383580619469285, "loss_rpn_cls": 0.0007492299941418423, "loss_rpn_loc": 0.002606894106065738, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537059101043269, "total_loss": 0.056475099820318064}
{"data_time": 0.004352104384452105, "eta_seconds": 65140.934643443674, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3332147937411095, "fast_rcnn/fg_cls_accuracy": 0.6667852062588905, "iteration": 119339, "loss_box_reg": 0.008053125347942114, "loss_cls": 0.04543134628329426, "loss_rpn_cls": 0.0007709382229279527, "loss_rpn_loc": 0.002470181989338016, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5320078476797789, "total_loss": 0.0593616859759436}
{"data_time": 0.004067244473844767, "eta_seconds": 65147.19075487647, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2523809523809524, "fast_rcnn/fg_cls_accuracy": 0.7476190476190476, "iteration": 119359, "loss_box_reg": 0.008857349544996396, "loss_cls": 0.04656622756738216, "loss_rpn_cls": 0.0006419130891117675, "loss_rpn_loc": 0.002846391034836415, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.541933691361919, "total_loss": 0.0590654464536442}
{"data_time": 0.003580433549359441, "eta_seconds": 65119.3399493359, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2532005689900427, "fast_rcnn/fg_cls_accuracy": 0.6658783783783784, "iteration": 119379, "loss_box_reg": 0.008489976258715615, "loss_cls": 0.04772758693434298, "loss_rpn_cls": 0.0014620234898075068, "loss_rpn_loc": 0.002873712142900331, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384778517764062, "total_loss": 0.061554130350941705}
{"data_time": 0.004231994738802314, "eta_seconds": 65108.54260228202, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3076923076923077, "fast_rcnn/fg_cls_accuracy": 0.6923076923076923, "iteration": 119399, "loss_box_reg": 0.008708005014341325, "loss_cls": 0.044457136595156044, "loss_rpn_cls": 0.0012084291247447254, "loss_rpn_loc": 0.002617384947370738, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5409595894161612, "total_loss": 0.056643553071580754}
{"data_time": 0.00372895784676075, "eta_seconds": 65089.76947023417, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4880952380952381, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 119419, "loss_box_reg": 0.009389580314746127, "loss_cls": 0.048630955745466053, "loss_rpn_cls": 0.0012091116137753488, "loss_rpn_loc": 0.0023209113533084746, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407303175888956, "total_loss": 0.06279683588581975}
{"data_time": 0.004134456627070904, "eta_seconds": 65071.539477505954, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.393879173290938, "fast_rcnn/fg_cls_accuracy": 0.5926073131955485, "iteration": 119439, "loss_box_reg": 0.008391328039579093, "loss_cls": 0.04176317929523066, "loss_rpn_cls": 0.000797893216315515, "loss_rpn_loc": 0.0029001949696976226, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5371315842494369, "total_loss": 0.05493475207242682}
{"data_time": 0.00378603208810091, "eta_seconds": 65060.74468657398, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3684560780834073, "fast_rcnn/fg_cls_accuracy": 0.6237280296022202, "iteration": 119459, "loss_box_reg": 0.008608559001004323, "loss_cls": 0.04621963470708579, "loss_rpn_cls": 0.001219121971871573, "loss_rpn_loc": 0.0021431612949527334, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5401337265502661, "total_loss": 0.058855626994954946}
{"data_time": 0.003849909408017993, "eta_seconds": 65043.90491471579, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4075091575091575, "fast_rcnn/fg_cls_accuracy": 0.5651420651420651, "iteration": 119479, "loss_box_reg": 0.0079012566129677, "loss_cls": 0.04675018246052787, "loss_rpn_cls": 0.0008674214717530049, "loss_rpn_loc": 0.0018615186272654682, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5377078675664961, "total_loss": 0.05735166911216538}
{"data_time": 0.003913877299055457, "eta_seconds": 65014.673632131424, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4245495495495496, "fast_rcnn/fg_cls_accuracy": 0.5754504504504505, "iteration": 119499, "loss_box_reg": 0.008936348516726866, "loss_cls": 0.04267608991358429, "loss_rpn_cls": 0.0015016947695585259, "loss_rpn_loc": 0.002449277602863731, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5394262634217739, "total_loss": 0.057821447521178015}
{"data_time": 0.004104180261492729, "eta_seconds": 65002.092562824255, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5374762808349146, "fast_rcnn/fg_cls_accuracy": 0.4625237191650854, "iteration": 119519, "loss_box_reg": 0.00918347726110369, "loss_cls": 0.046447146334685385, "loss_rpn_cls": 0.0012022856270732518, "loss_rpn_loc": 0.002343373460462317, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5348097649402916, "total_loss": 0.06090509914258746}
{"data_time": 0.004033030476421118, "eta_seconds": 64991.30213237251, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3402777777777778, "fast_rcnn/fg_cls_accuracy": 0.6577380952380952, "iteration": 119539, "loss_box_reg": 0.008594842889579013, "loss_cls": 0.04324266070034355, "loss_rpn_cls": 0.0009836482545040326, "loss_rpn_loc": 0.002022520544414874, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361416409723461, "total_loss": 0.05473210208310775}
{"data_time": 0.003880842588841915, "eta_seconds": 64982.301449179184, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6583333333333333, "iteration": 119559, "loss_box_reg": 0.00863064345321618, "loss_cls": 0.04333252308424562, "loss_rpn_cls": 0.0011196983723493759, "loss_rpn_loc": 0.0026915807466139086, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5330274309962988, "total_loss": 0.0565738787190071}
{"data_time": 0.003657582215964794, "eta_seconds": 64958.18252469669, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3828596037898363, "fast_rcnn/fg_cls_accuracy": 0.6171403962101636, "iteration": 119579, "loss_box_reg": 0.008878252061549574, "loss_cls": 0.0471955006942153, "loss_rpn_cls": 0.0007186378356607293, "loss_rpn_loc": 0.002389942172158044, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5378262500744313, "total_loss": 0.05814877918399475}
{"data_time": 0.0036141565069556236, "eta_seconds": 64985.181150050135, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.36134453781512604, "fast_rcnn/fg_cls_accuracy": 0.6386554621848739, "iteration": 119599, "loss_box_reg": 0.00895400214358233, "loss_cls": 0.04758782172575593, "loss_rpn_cls": 0.0007008548352018806, "loss_rpn_loc": 0.0021047265981906094, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5454943089280277, "total_loss": 0.057869364332532314}
{"data_time": 0.004058261401951313, "eta_seconds": 64977.87252973323, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38541666666666663, "fast_rcnn/fg_cls_accuracy": 0.6145833333333333, "iteration": 119619, "loss_box_reg": 0.008795790548902005, "loss_cls": 0.04847355105448514, "loss_rpn_cls": 0.0007926801604298817, "loss_rpn_loc": 0.0022569825414393563, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5436802492477, "total_loss": 0.05984432838104681}
{"data_time": 0.0034468169324100018, "eta_seconds": 64971.01320445887, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 119639, "loss_box_reg": 0.008625010086689144, "loss_cls": 0.046286027412861586, "loss_rpn_cls": 0.0012848534722706972, "loss_rpn_loc": 0.0019760187788051553, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389236826449633, "total_loss": 0.058224817973382414}
{"data_time": 0.003821438644081354, "eta_seconds": 64940.4927339335, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34994172494172493, "fast_rcnn/fg_cls_accuracy": 0.6500582750582751, "iteration": 119659, "loss_box_reg": 0.008296324318507686, "loss_cls": 0.042185400729067624, "loss_rpn_cls": 0.0008488544851843471, "loss_rpn_loc": 0.002918311192843248, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.539981601992622, "total_loss": 0.055046034048018555}
{"data_time": 0.0037163044326007366, "eta_seconds": 64915.76911921031, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2435606060606061, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 119679, "loss_box_reg": 0.008414025185629725, "loss_cls": 0.040893887053243816, "loss_rpn_cls": 0.0012673026186575953, "loss_rpn_loc": 0.0026253334690409247, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5360366485547274, "total_loss": 0.05817663194142142}
{"data_time": 0.004354674834758043, "eta_seconds": 64890.41896380624, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3388888888888889, "fast_rcnn/fg_cls_accuracy": 0.6611111111111111, "iteration": 119699, "loss_box_reg": 0.008706830762093887, "loss_cls": 0.04616086691385135, "loss_rpn_cls": 0.0009644804872550594, "loss_rpn_loc": 0.002280632170368335, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401168209500611, "total_loss": 0.057450815180573045}
{"data_time": 0.004582508001476526, "eta_seconds": 64889.477688020794, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3106060606060606, "fast_rcnn/fg_cls_accuracy": 0.6818181818181818, "iteration": 119719, "loss_box_reg": 0.008105815475573763, "loss_cls": 0.04323521978221834, "loss_rpn_cls": 0.0007771779345375762, "loss_rpn_loc": 0.002579190755568561, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391750414855778, "total_loss": 0.0543514722760392}
{"data_time": 0.0038828779943287373, "eta_seconds": 64860.30969606992, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.475, "fast_rcnn/fg_cls_accuracy": 0.525, "iteration": 119739, "loss_box_reg": 0.008524519740603864, "loss_cls": 0.045211199088953435, "loss_rpn_cls": 0.000865413296423867, "loss_rpn_loc": 0.00209371246273804, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5347282462753356, "total_loss": 0.057844662185175366}
{"data_time": 0.004070926923304796, "eta_seconds": 64842.10007771477, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4361111111111111, "fast_rcnn/fg_cls_accuracy": 0.5214646464646464, "iteration": 119759, "loss_box_reg": 0.008831540442770347, "loss_cls": 0.045364897552644834, "loss_rpn_cls": 0.0005249327203955545, "loss_rpn_loc": 0.0028676120964519214, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.535207340028137, "total_loss": 0.05792030769509893}
{"data_time": 0.0037985751405358315, "eta_seconds": 64834.46517960541, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.20653029110936272, "fast_rcnn/fg_cls_accuracy": 0.7812745869394178, "iteration": 119779, "loss_box_reg": 0.008400915074162185, "loss_cls": 0.043476859282236546, "loss_rpn_cls": 0.0013215949979894503, "loss_rpn_loc": 0.002258746564621106, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5389801664277911, "total_loss": 0.05607717658904221}
{"data_time": 0.004321953048929572, "eta_seconds": 64812.75830471702, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3706636500754148, "fast_rcnn/fg_cls_accuracy": 0.6293363499245852, "iteration": 119799, "loss_box_reg": 0.0079646552039776, "loss_cls": 0.04497953300597146, "loss_rpn_cls": 0.000642393917132722, "loss_rpn_loc": 0.002109618522808887, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404946042690426, "total_loss": 0.05746400454700051}
{"data_time": 0.0041200751438736916, "eta_seconds": 64812.89341920428, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4536842105263158, "fast_rcnn/fg_cls_accuracy": 0.5463157894736843, "iteration": 119819, "loss_box_reg": 0.008525895595084876, "loss_cls": 0.04399018717231229, "loss_rpn_cls": 0.0007996527323257396, "loss_rpn_loc": 0.002541954336265917, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5439629415050149, "total_loss": 0.05856833929476579}
{"data_time": 0.003953817766159773, "eta_seconds": 64802.107539003715, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41885964912280704, "fast_rcnn/fg_cls_accuracy": 0.5811403508771931, "iteration": 119839, "loss_box_reg": 0.009809448732994497, "loss_cls": 0.047230109572410583, "loss_rpn_cls": 0.000797776351646462, "loss_rpn_loc": 0.001957532669621287, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367153992410749, "total_loss": 0.06278256797961035}
{"data_time": 0.003691581077873707, "eta_seconds": 64788.17329726741, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4343465045592705, "fast_rcnn/fg_cls_accuracy": 0.5656534954407295, "iteration": 119859, "loss_box_reg": 0.009091864252695814, "loss_cls": 0.04409284587018192, "loss_rpn_cls": 0.001111663280880748, "loss_rpn_loc": 0.0020135248378210235, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5372295298147947, "total_loss": 0.057373277085503105}
{"data_time": 0.003937064670026302, "eta_seconds": 64760.13471450866, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25834175935288173, "fast_rcnn/fg_cls_accuracy": 0.7292358803986712, "iteration": 119879, "loss_box_reg": 0.008551604900276288, "loss_cls": 0.045850405003875494, "loss_rpn_cls": 0.0008299221969423343, "loss_rpn_loc": 0.0024670935999893118, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5416184244677424, "total_loss": 0.05880957990984825}
{"data_time": 0.0036470512859523296, "eta_seconds": 64749.35223106039, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4096938775510204, "fast_rcnn/fg_cls_accuracy": 0.5858695652173913, "iteration": 119899, "loss_box_reg": 0.008846278447890654, "loss_cls": 0.045839410624466836, "loss_rpn_cls": 0.0009047361670582177, "loss_rpn_loc": 0.002979848282848252, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5359330002684146, "total_loss": 0.05882628793483491}
{"data_time": 0.003942934097722173, "eta_seconds": 64719.21304627159, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2867513611615245, "fast_rcnn/fg_cls_accuracy": 0.6826654240447344, "iteration": 119919, "loss_box_reg": 0.008562237926525995, "loss_cls": 0.0437543926818762, "loss_rpn_cls": 0.0010155208183277864, "loss_rpn_loc": 0.0022753727535018697, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5364802267868072, "total_loss": 0.0572927140824504}
{"data_time": 0.003793530398979783, "eta_seconds": 64708.43378676404, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4311145510835913, "fast_rcnn/fg_cls_accuracy": 0.5688854489164087, "iteration": 119939, "loss_box_reg": 0.009677493537310511, "loss_cls": 0.045263552223332226, "loss_rpn_cls": 0.0012633779238058196, "loss_rpn_loc": 0.003328909155243309, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392506155185401, "total_loss": 0.059264798460958446}
{"data_time": 0.004362233681604266, "eta_seconds": 64691.80685101263, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666667, "iteration": 119959, "loss_box_reg": 0.008708369103260338, "loss_cls": 0.045474250975530595, "loss_rpn_cls": 0.0008662405100494652, "loss_rpn_loc": 0.002328285074327141, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5431733813602477, "total_loss": 0.059096141529380475}
{"data_time": 0.004475361900404096, "eta_seconds": 64699.61838137987, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5721544715447155, "iteration": 119979, "loss_box_reg": 0.008812176194624044, "loss_cls": 0.047283997118938714, "loss_rpn_cls": 0.0011856650805270874, "loss_rpn_loc": 0.002393566999671748, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366324898786843, "total_loss": 0.060141024876315896}
{"data_time": 0.003974915482103825, "eta_seconds": 64695.439813819015, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.36622073578595316, "fast_rcnn/fg_cls_accuracy": 0.5826086956521739, "iteration": 119999, "loss_box_reg": 0.008321820321725681, "loss_cls": 0.04403821306186728, "loss_rpn_cls": 0.0011325677631930375, "loss_rpn_loc": 0.0023822865423426265, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5394895640201867, "total_loss": 0.05833957985453253}
{"data_time": 0.0039009680040180683, "eta_seconds": 64678.05561540346, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4139402560455192, "fast_rcnn/fg_cls_accuracy": 0.5597439544807966, "iteration": 120019, "loss_box_reg": 0.008835511980578303, "loss_cls": 0.04265665786806494, "loss_rpn_cls": 0.0010746281872116015, "loss_rpn_loc": 0.0028688238526228815, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5282760583795607, "total_loss": 0.057047484665872616}
{"data_time": 0.003662788774818182, "eta_seconds": 64696.90574674518, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.36851851851851847, "fast_rcnn/fg_cls_accuracy": 0.6314814814814815, "iteration": 120039, "loss_box_reg": 0.009025795734487474, "loss_cls": 0.04717369412537664, "loss_rpn_cls": 0.0012317602941038786, "loss_rpn_loc": 0.0021980738929414656, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5477711849380285, "total_loss": 0.0607617632210804}
{"data_time": 0.0038987179286777973, "eta_seconds": 64706.05368577666, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3435828877005348, "fast_rcnn/fg_cls_accuracy": 0.6148310387984981, "iteration": 120059, "loss_box_reg": 0.00818050600355491, "loss_cls": 0.045488719712011516, "loss_rpn_cls": 0.0014505037459002779, "loss_rpn_loc": 0.002508152856535162, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5430305758491158, "total_loss": 0.05878751449847641}
{"data_time": 0.003954782849177718, "eta_seconds": 64695.264038585825, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.5833333333333334, "iteration": 120079, "loss_box_reg": 0.009297108830651268, "loss_cls": 0.04527599806897342, "loss_rpn_cls": 0.0005828159794418752, "loss_rpn_loc": 0.002064520091153099, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540891396580264, "total_loss": 0.05820243538985892}
{"data_time": 0.004214970162138343, "eta_seconds": 64689.1700797237, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6154791154791155, "iteration": 120099, "loss_box_reg": 0.008754492126172408, "loss_cls": 0.04502844891976565, "loss_rpn_cls": 0.0011046932294220824, "loss_rpn_loc": 0.0023337601305684075, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5463706015143543, "total_loss": 0.058332558100573806}
{"data_time": 0.0036945322062820196, "eta_seconds": 64650.50873738853, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3759157509157509, "fast_rcnn/fg_cls_accuracy": 0.5728021978021978, "iteration": 120119, "loss_box_reg": 0.008514182642102242, "loss_cls": 0.04536456021014601, "loss_rpn_cls": 0.0015259929787134752, "loss_rpn_loc": 0.0022029953033779748, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5351284469943494, "total_loss": 0.05745551415338923}
{"data_time": 0.0038075081538408995, "eta_seconds": 64605.786407315405, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41794871794871796, "fast_rcnn/fg_cls_accuracy": 0.582051282051282, "iteration": 120139, "loss_box_reg": 0.008797804563073441, "loss_cls": 0.0440643141628243, "loss_rpn_cls": 0.0009256799683043937, "loss_rpn_loc": 0.002565159167716047, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341925076209009, "total_loss": 0.05667964290398686}
{"data_time": 0.004324587993323803, "eta_seconds": 64591.653422284406, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.17543859649122806, "fast_rcnn/fg_cls_accuracy": 0.8245614035087719, "iteration": 120159, "loss_box_reg": 0.008439611512585543, "loss_cls": 0.04374363843817264, "loss_rpn_cls": 0.0008695150354469661, "loss_rpn_loc": 0.002073412895697402, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5397412513848394, "total_loss": 0.05536718604537327}
{"data_time": 0.004295887658372521, "eta_seconds": 64584.22617123951, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.425531914893617, "fast_rcnn/fg_cls_accuracy": 0.574468085106383, "iteration": 120179, "loss_box_reg": 0.008527576137566939, "loss_cls": 0.04599063069326803, "loss_rpn_cls": 0.0007005285265222483, "loss_rpn_loc": 0.002146052032003354, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.535098648397252, "total_loss": 0.05786639390737491}
{"data_time": 0.003812237409874797, "eta_seconds": 64570.09430531366, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.261025641025641, "fast_rcnn/fg_cls_accuracy": 0.7161172161172161, "iteration": 120199, "loss_box_reg": 0.009059498406713828, "loss_cls": 0.04433222266379744, "loss_rpn_cls": 0.0008996218464289996, "loss_rpn_loc": 0.002174310788177536, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5392345013096929, "total_loss": 0.05811053559477841}
{"data_time": 0.003945248434320092, "eta_seconds": 64544.04139565863, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.49395313681027964, "fast_rcnn/fg_cls_accuracy": 0.5060468631897204, "iteration": 120219, "loss_box_reg": 0.009183563874103129, "loss_cls": 0.04632239701459184, "loss_rpn_cls": 0.0011511567989828109, "loss_rpn_loc": 0.00207156980104628, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5310018744785339, "total_loss": 0.05926253585192853}
{"data_time": 0.003841482801362872, "eta_seconds": 64533.26438738592, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2168737060041408, "fast_rcnn/fg_cls_accuracy": 0.7559523809523809, "iteration": 120239, "loss_box_reg": 0.00853411978459917, "loss_cls": 0.04554792621638626, "loss_rpn_cls": 0.0010397993597166533, "loss_rpn_loc": 0.0025293446742580272, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413706973195076, "total_loss": 0.05809118519141521}
{"data_time": 0.0039027505554258823, "eta_seconds": 64522.48737911321, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3878419452887538, "fast_rcnn/fg_cls_accuracy": 0.6121580547112462, "iteration": 120259, "loss_box_reg": 0.00950852820824366, "loss_cls": 0.04657349502667785, "loss_rpn_cls": 0.0010374630118974437, "loss_rpn_loc": 0.002347260720853228, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374292337801307, "total_loss": 0.059324112215335845}
{"data_time": 0.003822485450655222, "eta_seconds": 64526.97607137216, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4217171717171717, "fast_rcnn/fg_cls_accuracy": 0.5782828282828283, "iteration": 120279, "loss_box_reg": 0.008805440040305257, "loss_cls": 0.04503269912675023, "loss_rpn_cls": 0.0012150534030297422, "loss_rpn_loc": 0.002159411429602187, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5430895604658872, "total_loss": 0.05784681383443058}
{"data_time": 0.004040995147079229, "eta_seconds": 64516.19651288679, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3721227621483376, "fast_rcnn/fg_cls_accuracy": 0.6278772378516624, "iteration": 120299, "loss_box_reg": 0.00779778984724544, "loss_cls": 0.04609406122472137, "loss_rpn_cls": 0.0006446524381544805, "loss_rpn_loc": 0.0030362348588823806, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405378548894078, "total_loss": 0.05737399404915777}
{"data_time": 0.0038426988758146763, "eta_seconds": 64518.830022474285, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40664711632453565, "fast_rcnn/fg_cls_accuracy": 0.5933528836754643, "iteration": 120319, "loss_box_reg": 0.008079583756625652, "loss_cls": 0.046077571460045874, "loss_rpn_cls": 0.0006849318647255132, "loss_rpn_loc": 0.0021848815740668215, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5458669415675104, "total_loss": 0.05791187671547959}
{"data_time": 0.004078608704730868, "eta_seconds": 64531.86514981231, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38394109396914444, "fast_rcnn/fg_cls_accuracy": 0.6160589060308556, "iteration": 120339, "loss_box_reg": 0.009226674301316962, "loss_cls": 0.04463243452482857, "loss_rpn_cls": 0.0011788291190555356, "loss_rpn_loc": 0.002374302170210285, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5399927161633968, "total_loss": 0.057258455810710984}
{"data_time": 0.00400858698412776, "eta_seconds": 64519.41510696453, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4185971685971686, "fast_rcnn/fg_cls_accuracy": 0.5814028314028314, "iteration": 120359, "loss_box_reg": 0.008991858805529773, "loss_cls": 0.043713056948035955, "loss_rpn_cls": 0.001172128250800597, "loss_rpn_loc": 0.0023124774124880787, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388496469240636, "total_loss": 0.055325580881458336}
{"data_time": 0.003967170836403966, "eta_seconds": 64535.40143375704, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2627177700348432, "fast_rcnn/fg_cls_accuracy": 0.7229965156794425, "iteration": 120379, "loss_box_reg": 0.00842436944367364, "loss_cls": 0.0479931659065187, "loss_rpn_cls": 0.0008163739309452467, "loss_rpn_loc": 0.0024568913941038772, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5460217380896211, "total_loss": 0.06091330394883698}
{"data_time": 0.0038027616683393717, "eta_seconds": 64511.23834643955, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46509009009009006, "fast_rcnn/fg_cls_accuracy": 0.5349099099099099, "iteration": 120399, "loss_box_reg": 0.008831272047245875, "loss_cls": 0.046409632661379874, "loss_rpn_cls": 0.0008267142047344578, "loss_rpn_loc": 0.002268768941576127, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5347530590370297, "total_loss": 0.05973583838704144}
{"data_time": 0.0036827425938099623, "eta_seconds": 64500.45060413866, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3956916099773242, "fast_rcnn/fg_cls_accuracy": 0.6043083900226758, "iteration": 120419, "loss_box_reg": 0.008193837536964566, "loss_cls": 0.04220951860770583, "loss_rpn_cls": 0.0008918604918903839, "loss_rpn_loc": 0.002889501949539408, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402686356101185, "total_loss": 0.055323940150287854}
{"data_time": 0.004175103036686778, "eta_seconds": 64510.3661409996, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39155052264808365, "fast_rcnn/fg_cls_accuracy": 0.6084494773519163, "iteration": 120439, "loss_box_reg": 0.009218770428560674, "loss_cls": 0.04783731419593096, "loss_rpn_cls": 0.0005857234430095559, "loss_rpn_loc": 0.0026319867320125923, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5481845459435135, "total_loss": 0.059480031848352155}
{"data_time": 0.003763826098293066, "eta_seconds": 64499.57493548258, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.24829787234042555, "fast_rcnn/fg_cls_accuracy": 0.7517021276595746, "iteration": 120459, "loss_box_reg": 0.008863769442541525, "loss_cls": 0.0458221576991491, "loss_rpn_cls": 0.0007485135452043323, "loss_rpn_loc": 0.002240624788100831, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5400587387848645, "total_loss": 0.05933723748304942}
{"data_time": 0.0039489357732236385, "eta_seconds": 64494.38133478351, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4125934445083381, "fast_rcnn/fg_cls_accuracy": 0.5874065554916619, "iteration": 120479, "loss_box_reg": 0.008192859502742067, "loss_cls": 0.04494050037465058, "loss_rpn_cls": 0.001156870590705239, "loss_rpn_loc": 0.001812548034649808, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412011907901615, "total_loss": 0.05710619481806134}
{"data_time": 0.003923767013475299, "eta_seconds": 64494.99212326924, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37745098039215685, "fast_rcnn/fg_cls_accuracy": 0.6225490196078431, "iteration": 120499, "loss_box_reg": 0.009047926432685927, "loss_cls": 0.04580011242069304, "loss_rpn_cls": 0.0008542018978232591, "loss_rpn_loc": 0.002314674718945753, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5486281157936901, "total_loss": 0.057645756223564604}
{"data_time": 0.0036433094646781683, "eta_seconds": 64481.063056510175, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.40784313725490196, "fast_rcnn/fg_cls_accuracy": 0.592156862745098, "iteration": 120519, "loss_box_reg": 0.009132688981480896, "loss_cls": 0.045461670495569706, "loss_rpn_cls": 0.0010371523424623774, "loss_rpn_loc": 0.003073029469305766, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5365855875425041, "total_loss": 0.06083355214201447}
{"data_time": 0.004161536460742354, "eta_seconds": 64459.422333644936, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4100197758734344, "fast_rcnn/fg_cls_accuracy": 0.5899802241265656, "iteration": 120539, "loss_box_reg": 0.007908734725788236, "loss_cls": 0.04285956366220489, "loss_rpn_cls": 0.0012173221690545688, "loss_rpn_loc": 0.002192537416703999, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330551678780466, "total_loss": 0.056471070000725376}
{"data_time": 0.003685686271637678, "eta_seconds": 64451.21276602335, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.45138888888888884, "fast_rcnn/fg_cls_accuracy": 0.5486111111111112, "iteration": 120559, "loss_box_reg": 0.009196216822601855, "loss_cls": 0.04709963849745691, "loss_rpn_cls": 0.001115853486908236, "loss_rpn_loc": 0.002472622421919368, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374916552100331, "total_loss": 0.05989096036086039}
{"data_time": 0.004041319712996483, "eta_seconds": 64448.68247898412, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23246844319775595, "fast_rcnn/fg_cls_accuracy": 0.767531556802244, "iteration": 120579, "loss_box_reg": 0.008698559511685744, "loss_cls": 0.04566423001233488, "loss_rpn_cls": 0.001351363482058332, "loss_rpn_loc": 0.002727296812736313, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5439611186739057, "total_loss": 0.06003090787584142}
{"data_time": 0.003984721843153238, "eta_seconds": 64427.047204188304, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43315018315018317, "fast_rcnn/fg_cls_accuracy": 0.5633484162895928, "iteration": 120599, "loss_box_reg": 0.00869416058412753, "loss_cls": 0.04506820533424616, "loss_rpn_cls": 0.0007766107618181195, "loss_rpn_loc": 0.002430504808216938, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5330196844879538, "total_loss": 0.05948138644120604}
{"data_time": 0.003589794971048832, "eta_seconds": 64402.91240493138, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3125, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 120619, "loss_box_reg": 0.008217576250899583, "loss_cls": 0.04205430782167241, "loss_rpn_cls": 0.001299089336725956, "loss_rpn_loc": 0.002793815934637678, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380530054681003, "total_loss": 0.054891352925437786}
{"data_time": 0.00391126936301589, "eta_seconds": 64368.52776292898, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24953095684803003, "fast_rcnn/fg_cls_accuracy": 0.75046904315197, "iteration": 120639, "loss_box_reg": 0.00895235589996446, "loss_cls": 0.04675199941266328, "loss_rpn_cls": 0.0008257338508883549, "loss_rpn_loc": 0.002299866515386384, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376456279773265, "total_loss": 0.06118427281762706}
{"data_time": 0.0036986940540373325, "eta_seconds": 64351.57833668287, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3530950305143854, "fast_rcnn/fg_cls_accuracy": 0.6469049694856146, "iteration": 120659, "loss_box_reg": 0.008937081409385428, "loss_cls": 0.043978235800750554, "loss_rpn_cls": 0.0005384569776083481, "loss_rpn_loc": 0.0020124215061514406, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392172557767481, "total_loss": 0.058361280121985715}
{"data_time": 0.0045748744159936905, "eta_seconds": 64337.926511402475, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.5409356725146199, "fast_rcnn/fg_cls_accuracy": 0.45906432748538006, "iteration": 120679, "loss_box_reg": 0.009765885479282588, "loss_cls": 0.04503030580235645, "loss_rpn_cls": 0.000729639583653352, "loss_rpn_loc": 0.0019671608024509624, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5357664537150413, "total_loss": 0.058831890583064705}
{"data_time": 0.003762945532798767, "eta_seconds": 64330.00936094555, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.260858189429618, "fast_rcnn/fg_cls_accuracy": 0.739141810570382, "iteration": 120699, "loss_box_reg": 0.008578082197345793, "loss_cls": 0.04545937431976199, "loss_rpn_cls": 0.0009150555887345035, "loss_rpn_loc": 0.002229946279840078, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5425930838100612, "total_loss": 0.05768662715809114}
{"data_time": 0.00430039968341589, "eta_seconds": 64319.22487307689, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30326530612244895, "fast_rcnn/fg_cls_accuracy": 0.6510204081632653, "iteration": 120719, "loss_box_reg": 0.00860136011033319, "loss_cls": 0.04400720709236339, "loss_rpn_cls": 0.0016112545710029735, "loss_rpn_loc": 0.002732999253566959, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382572265807539, "total_loss": 0.05622378692623897}
{"data_time": 0.00370397767983377, "eta_seconds": 64310.86794121633, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4769230769230769, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 120739, "loss_box_reg": 0.008233297994593158, "loss_cls": 0.04545131605118513, "loss_rpn_cls": 0.0006298737272345534, "loss_rpn_loc": 0.0020908809692627983, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5397724648937583, "total_loss": 0.05926843874510723}
{"data_time": 0.0036211982369422913, "eta_seconds": 64300.08304624795, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39879978177850517, "fast_rcnn/fg_cls_accuracy": 0.578926282051282, "iteration": 120759, "loss_box_reg": 0.009377772483276203, "loss_cls": 0.047149052494205534, "loss_rpn_cls": 0.0004949129062197244, "loss_rpn_loc": 0.0022519358280987944, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368292450439185, "total_loss": 0.0602346561208833}
{"data_time": 0.004048498580232263, "eta_seconds": 64284.00647510425, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30625, "fast_rcnn/fg_cls_accuracy": 0.69375, "iteration": 120779, "loss_box_reg": 0.008734461065614596, "loss_cls": 0.04323518101591617, "loss_rpn_cls": 0.0013454784568693867, "loss_rpn_loc": 0.0024833651368680876, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5363425640389323, "total_loss": 0.05629670164876188}
{"data_time": 0.0039771683514118195, "eta_seconds": 64259.30740054394, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3476190476190476, "fast_rcnn/fg_cls_accuracy": 0.6523809523809524, "iteration": 120799, "loss_box_reg": 0.008358169201528654, "loss_cls": 0.04455590550787747, "loss_rpn_cls": 0.0008001295099120398, "loss_rpn_loc": 0.0022251998161664233, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379369119182229, "total_loss": 0.056603639595437016}
{"data_time": 0.003672081045806408, "eta_seconds": 64241.85464907414, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5431578947368421, "fast_rcnn/fg_cls_accuracy": 0.4568421052631579, "iteration": 120819, "loss_box_reg": 0.009318799071479589, "loss_cls": 0.04747082176618278, "loss_rpn_cls": 0.001440501404886163, "loss_rpn_loc": 0.00229634101560805, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.540401886915788, "total_loss": 0.06100801835373204}
{"data_time": 0.003713492536917329, "eta_seconds": 64231.074096024735, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4451269451269452, "fast_rcnn/fg_cls_accuracy": 0.5548730548730549, "iteration": 120839, "loss_box_reg": 0.00878365887911059, "loss_cls": 0.0438867483753711, "loss_rpn_cls": 0.0009108524016596675, "loss_rpn_loc": 0.0022035036745364778, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.537659396417439, "total_loss": 0.05613113677634374}
{"data_time": 0.004382134415209293, "eta_seconds": 64226.962382934755, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3025946704067321, "fast_rcnn/fg_cls_accuracy": 0.6656327543424317, "iteration": 120859, "loss_box_reg": 0.008437397511443123, "loss_cls": 0.04712909588124603, "loss_rpn_cls": 0.0008131375138873409, "loss_rpn_loc": 0.0019832968901027925, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5338464104570448, "total_loss": 0.059237931013171874}
{"data_time": 0.004133273847401142, "eta_seconds": 64216.18071039836, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39906417112299464, "fast_rcnn/fg_cls_accuracy": 0.589572192513369, "iteration": 120879, "loss_box_reg": 0.009310324036050588, "loss_cls": 0.04501090047415346, "loss_rpn_cls": 0.0004824321495107142, "loss_rpn_loc": 0.002353912796024815, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5428713690489531, "total_loss": 0.05726696836836709}
{"data_time": 0.0037356310058385134, "eta_seconds": 64224.58878146927, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.32651515151515154, "fast_rcnn/fg_cls_accuracy": 0.6734848484848486, "iteration": 120899, "loss_box_reg": 0.00879816320957616, "loss_cls": 0.04682680795667693, "loss_rpn_cls": 0.0010028826306154315, "loss_rpn_loc": 0.0020642303752538282, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5424780445173383, "total_loss": 0.060748385365286595}
{"data_time": 0.00415640277788043, "eta_seconds": 64240.85890755267, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5197132616487455, "fast_rcnn/fg_cls_accuracy": 0.46415770609318996, "iteration": 120919, "loss_box_reg": 0.00957472060690634, "loss_cls": 0.046158223354723305, "loss_rpn_cls": 0.0009147120774741779, "loss_rpn_loc": 0.0018632449246069882, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413174205459654, "total_loss": 0.06171456759989269}
{"data_time": 0.003964905394241214, "eta_seconds": 64230.52755895397, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.46413793103448275, "fast_rcnn/fg_cls_accuracy": 0.5358620689655172, "iteration": 120939, "loss_box_reg": 0.008239213231718168, "loss_cls": 0.041669787489809096, "loss_rpn_cls": 0.0009361266519931633, "loss_rpn_loc": 0.002324391247384483, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5406757295131683, "total_loss": 0.053144059481610384}
{"data_time": 0.003977760672569275, "eta_seconds": 64205.244919617195, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.33056972789115646, "fast_rcnn/fg_cls_accuracy": 0.6694302721088435, "iteration": 120959, "loss_box_reg": 0.009108411759370938, "loss_cls": 0.04736957821296528, "loss_rpn_cls": 0.0008749889198043093, "loss_rpn_loc": 0.002157822218578076, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390441422350705, "total_loss": 0.06007894629453858}
{"data_time": 0.003792300820350647, "eta_seconds": 64206.765091783134, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3660714285714286, "fast_rcnn/fg_cls_accuracy": 0.6339285714285714, "iteration": 120979, "loss_box_reg": 0.008316058694617823, "loss_cls": 0.04792407073546201, "loss_rpn_cls": 0.0006851459936569881, "loss_rpn_loc": 0.002359430931392126, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5404315667692572, "total_loss": 0.06019879801783645}
{"data_time": 0.003650441998615861, "eta_seconds": 64200.723467732314, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.29092488059053406, "fast_rcnn/fg_cls_accuracy": 0.6984368215371255, "iteration": 120999, "loss_box_reg": 0.00836733146570623, "loss_cls": 0.04650446749292314, "loss_rpn_cls": 0.001014578515849962, "loss_rpn_loc": 0.0023843674953241134, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5464863870292902, "total_loss": 0.06054260902169517}
{"data_time": 0.0038219126872718334, "eta_seconds": 64214.346807296155, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36585365853658536, "fast_rcnn/fg_cls_accuracy": 0.6201445347786811, "iteration": 121019, "loss_box_reg": 0.009003313723951578, "loss_cls": 0.04410583368735388, "loss_rpn_cls": 0.0013275490099999843, "loss_rpn_loc": 0.0026305479059374193, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5451697381213307, "total_loss": 0.057784203654307476}
{"data_time": 0.003742245025932789, "eta_seconds": 64187.245419854065, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2882882882882883, "fast_rcnn/fg_cls_accuracy": 0.6626016260162602, "iteration": 121039, "loss_box_reg": 0.00810994894709438, "loss_cls": 0.04446986876428127, "loss_rpn_cls": 0.0008258264072082966, "loss_rpn_loc": 0.002527182841731701, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5342295847367495, "total_loss": 0.05673573584977021}
{"data_time": 0.004014541627839208, "eta_seconds": 64168.353627074976, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38636363636363635, "fast_rcnn/fg_cls_accuracy": 0.6136363636363636, "iteration": 121059, "loss_box_reg": 0.008602973714005202, "loss_cls": 0.04513432036037557, "loss_rpn_cls": 0.000983586487222965, "loss_rpn_loc": 0.0024322025274159387, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387125394772738, "total_loss": 0.05702746363112965}
{"data_time": 0.0039046381134539843, "eta_seconds": 64155.00094773574, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.47244805781391147, "fast_rcnn/fg_cls_accuracy": 0.5275519421860886, "iteration": 121079, "loss_box_reg": 0.008100687147816643, "loss_cls": 0.04261752450838685, "loss_rpn_cls": 0.0009639819732001342, "loss_rpn_loc": 0.0023674341100559104, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389561208430678, "total_loss": 0.05462151717686936}
{"data_time": 0.004094776464626193, "eta_seconds": 64144.21143184742, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3931818181818182, "fast_rcnn/fg_cls_accuracy": 0.6068181818181818, "iteration": 121099, "loss_box_reg": 0.00930812256410718, "loss_cls": 0.04562950134277344, "loss_rpn_cls": 0.0007792370996639875, "loss_rpn_loc": 0.0020066807337570935, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5412916596978903, "total_loss": 0.05888145186315796}
{"data_time": 0.004122565733268857, "eta_seconds": 64144.171663463116, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.29509100937672367, "fast_rcnn/fg_cls_accuracy": 0.7049089906232764, "iteration": 121119, "loss_box_reg": 0.008385412191273645, "loss_cls": 0.04500988789368421, "loss_rpn_cls": 0.0008049479538101423, "loss_rpn_loc": 0.00210964864527341, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5381329867523164, "total_loss": 0.05808857352928953}
{"data_time": 0.0035791208501905203, "eta_seconds": 64149.58250361006, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.37493540051679586, "fast_rcnn/fg_cls_accuracy": 0.6250645994832041, "iteration": 121139, "loss_box_reg": 0.0089080429461319, "loss_cls": 0.04504671192262322, "loss_rpn_cls": 0.0008437388082143116, "loss_rpn_loc": 0.0017500756694062147, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5354122901335359, "total_loss": 0.05814975188900462}
{"data_time": 0.004230692517012358, "eta_seconds": 64136.99910065415, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.7222222222222222, "iteration": 121159, "loss_box_reg": 0.009029907872900367, "loss_cls": 0.04638934275135398, "loss_rpn_cls": 0.0009203157460433431, "loss_rpn_loc": 0.002473343127348926, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5361346404533833, "total_loss": 0.05835578609548975}
{"data_time": 0.0039757241029292345, "eta_seconds": 64130.27063723118, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.29337979094076655, "fast_rcnn/fg_cls_accuracy": 0.7066202090592335, "iteration": 121179, "loss_box_reg": 0.00928605135413818, "loss_cls": 0.048158322635572404, "loss_rpn_cls": 0.0008699729778527399, "loss_rpn_loc": 0.002469531338647357, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542034637182951, "total_loss": 0.06020798876079425}
{"data_time": 0.004087632056325674, "eta_seconds": 64119.47620348004, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6401515151515151, "iteration": 121199, "loss_box_reg": 0.008052392193349078, "loss_cls": 0.04428805224597454, "loss_rpn_cls": 0.0010928495769348956, "loss_rpn_loc": 0.0020279581876820885, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375141887925565, "total_loss": 0.05595448490726085}
{"data_time": 0.004051752621307969, "eta_seconds": 64112.032580980565, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3527027027027027, "fast_rcnn/fg_cls_accuracy": 0.583011583011583, "iteration": 121219, "loss_box_reg": 0.008856101121637039, "loss_cls": 0.04402872145874426, "loss_rpn_cls": 0.0006564321876112444, "loss_rpn_loc": 0.002295182826856035, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.541622876888141, "total_loss": 0.05968268915751196}
{"data_time": 0.003984417067840695, "eta_seconds": 64097.88733597775, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3555555555555555, "fast_rcnn/fg_cls_accuracy": 0.6444444444444444, "iteration": 121239, "loss_box_reg": 0.009054511319845915, "loss_cls": 0.04498705413425341, "loss_rpn_cls": 0.0010851179619066897, "loss_rpn_loc": 0.0023664498294238, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.536873149452731, "total_loss": 0.05940754981207874}
{"data_time": 0.0034932319540530443, "eta_seconds": 64083.03035325161, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2960402262727844, "fast_rcnn/fg_cls_accuracy": 0.7039597737272156, "iteration": 121259, "loss_box_reg": 0.00855609105201438, "loss_cls": 0.04790039616636932, "loss_rpn_cls": 0.0010871336704099122, "loss_rpn_loc": 0.002155613707145676, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5339251167606562, "total_loss": 0.059951583616225435}
{"data_time": 0.003732108511030674, "eta_seconds": 64068.923004943645, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23232323232323232, "fast_rcnn/fg_cls_accuracy": 0.7676767676767677, "iteration": 121279, "loss_box_reg": 0.008971384348114952, "loss_cls": 0.0425344625255093, "loss_rpn_cls": 0.0011413560677056012, "loss_rpn_loc": 0.0026498299157537986, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5403020309749991, "total_loss": 0.05708163804547439}
{"data_time": 0.004179536830633879, "eta_seconds": 64037.85149346641, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4200830306175402, "fast_rcnn/fg_cls_accuracy": 0.5630961115187088, "iteration": 121299, "loss_box_reg": 0.00848568117362447, "loss_cls": 0.04238555196207017, "loss_rpn_cls": 0.001055396895822014, "loss_rpn_loc": 0.0022419903179979883, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5364129494410008, "total_loss": 0.05549872359489427}
{"data_time": 0.003943900810554624, "eta_seconds": 63996.84624573449, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5064102564102564, "fast_rcnn/fg_cls_accuracy": 0.4935897435897436, "iteration": 121319, "loss_box_reg": 0.008513175649568439, "loss_cls": 0.045654330926481634, "loss_rpn_cls": 0.000782234749010513, "loss_rpn_loc": 0.0017971117140405113, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5380421685986221, "total_loss": 0.05704791546418164}
{"data_time": 0.003812506329268217, "eta_seconds": 63986.06156305643, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.42744755244755245, "fast_rcnn/fg_cls_accuracy": 0.5725524475524475, "iteration": 121339, "loss_box_reg": 0.008953939861385152, "loss_cls": 0.047107190592214465, "loss_rpn_cls": 0.0009852950151980622, "loss_rpn_loc": 0.0029520991338358726, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396133121103048, "total_loss": 0.05963898734586337}
{"data_time": 0.004225060576573014, "eta_seconds": 63977.727837026585, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4369047619047619, "fast_rcnn/fg_cls_accuracy": 0.5353174603174603, "iteration": 121359, "loss_box_reg": 0.009521273663267493, "loss_cls": 0.04664773226249963, "loss_rpn_cls": 0.0009875748273771023, "loss_rpn_loc": 0.0019630741626315285, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418478695210069, "total_loss": 0.06052775349695594}
{"data_time": 0.0036197733134031296, "eta_seconds": 63959.00565158483, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37340301974448314, "fast_rcnn/fg_cls_accuracy": 0.62531328320802, "iteration": 121379, "loss_box_reg": 0.008310852310387418, "loss_cls": 0.04386545799206942, "loss_rpn_cls": 0.0006617715375796251, "loss_rpn_loc": 0.0015937831412884407, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392807815223932, "total_loss": 0.05477348786143921}
{"data_time": 0.0038600105326622725, "eta_seconds": 63948.22189396154, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.48958333333333337, "fast_rcnn/fg_cls_accuracy": 0.5104166666666667, "iteration": 121399, "loss_box_reg": 0.009125353884883225, "loss_cls": 0.04533522480051033, "loss_rpn_cls": 0.0010722701965448778, "loss_rpn_loc": 0.0022590840671909973, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5359199868980795, "total_loss": 0.05635761209236989}
{"data_time": 0.004215516382828355, "eta_seconds": 63937.438136338256, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.490409764603313, "fast_rcnn/fg_cls_accuracy": 0.509590235396687, "iteration": 121419, "loss_box_reg": 0.008711141417734325, "loss_cls": 0.04575927252881229, "loss_rpn_cls": 0.0010329814577971774, "loss_rpn_loc": 0.0030974534929555375, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5397014885675162, "total_loss": 0.06046945762625455}
{"data_time": 0.004085598047822714, "eta_seconds": 63910.09019051329, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34700122399020805, "fast_rcnn/fg_cls_accuracy": 0.6266002844950214, "iteration": 121439, "loss_box_reg": 0.009328246320364997, "loss_cls": 0.04636342253070325, "loss_rpn_cls": 0.0005727216616833175, "loss_rpn_loc": 0.002308410204932443, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5395421856082976, "total_loss": 0.05930578850075108}
{"data_time": 0.004412819631397724, "eta_seconds": 63910.13967899908, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 121459, "loss_box_reg": 0.008944836241425946, "loss_cls": 0.04581922010402195, "loss_rpn_cls": 0.0009432832779339151, "loss_rpn_loc": 0.002236625547084259, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5426751230843365, "total_loss": 0.05808322489622242}
{"data_time": 0.004176175221800804, "eta_seconds": 63899.356888288865, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.42464040025015637, "fast_rcnn/fg_cls_accuracy": 0.5753595997498437, "iteration": 121479, "loss_box_reg": 0.008489661908242851, "loss_cls": 0.04498377698473632, "loss_rpn_cls": 0.0013698500738428265, "loss_rpn_loc": 0.002629459704621695, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420890264213085, "total_loss": 0.05971531262866847}
{"data_time": 0.003735983045771718, "eta_seconds": 63864.90787435579, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.47857142857142854, "fast_rcnn/fg_cls_accuracy": 0.5214285714285714, "iteration": 121499, "loss_box_reg": 0.008649272524053231, "loss_cls": 0.04497783200349659, "loss_rpn_cls": 0.0009090067145791636, "loss_rpn_loc": 0.0019011809999938123, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.53655767114833, "total_loss": 0.058674570516274116}
{"data_time": 0.003972245613113046, "eta_seconds": 63872.00260388455, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.27717391304347827, "fast_rcnn/fg_cls_accuracy": 0.7228260869565217, "iteration": 121519, "loss_box_reg": 0.008650771575048566, "loss_cls": 0.045782577100908384, "loss_rpn_cls": 0.0009360073277662195, "loss_rpn_loc": 0.00193818593834294, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406373422592878, "total_loss": 0.057525140878851744}
{"data_time": 0.0035982371773570776, "eta_seconds": 63875.9261461054, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4652777777777778, "fast_rcnn/fg_cls_accuracy": 0.5347222222222222, "iteration": 121539, "loss_box_reg": 0.008628949522972107, "loss_cls": 0.04527123156003654, "loss_rpn_cls": 0.0008950267950922353, "loss_rpn_loc": 0.002323912513020332, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5454739439301193, "total_loss": 0.058313763972932975}
{"data_time": 0.003576274262741208, "eta_seconds": 63863.540829675505, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.24154589371980675, "fast_rcnn/fg_cls_accuracy": 0.7439903846153846, "iteration": 121559, "loss_box_reg": 0.008619021420599893, "loss_cls": 0.047060882090590894, "loss_rpn_cls": 0.0008040163310170101, "loss_rpn_loc": 0.0021557278523687273, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5347142992541194, "total_loss": 0.05840011082716501}
{"data_time": 0.003738337429240346, "eta_seconds": 63834.45219666092, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4331235247836349, "fast_rcnn/fg_cls_accuracy": 0.5668764752163651, "iteration": 121579, "loss_box_reg": 0.009355874528409913, "loss_cls": 0.046799614327028394, "loss_rpn_cls": 0.0011526575971743114, "loss_rpn_loc": 0.0023713080991001334, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.531932617072016, "total_loss": 0.060445681088367564}
{"data_time": 0.00413701287470758, "eta_seconds": 63834.660144027555, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4156545209176788, "fast_rcnn/fg_cls_accuracy": 0.5843454790823213, "iteration": 121599, "loss_box_reg": 0.008311159268487245, "loss_cls": 0.04464869512594305, "loss_rpn_cls": 0.0011673400260576727, "loss_rpn_loc": 0.0025662515363364946, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5413551705423743, "total_loss": 0.056202845574858884}
{"data_time": 0.0034327798057347536, "eta_seconds": 63823.987934967736, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.457002457002457, "fast_rcnn/fg_cls_accuracy": 0.542997542997543, "iteration": 121619, "loss_box_reg": 0.008456127368845046, "loss_cls": 0.04531911760568619, "loss_rpn_cls": 0.0009584422396073933, "loss_rpn_loc": 0.0022110501340648625, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5395003519952297, "total_loss": 0.05594801471892197}
{"data_time": 0.0037948715034872293, "eta_seconds": 63824.41390117118, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17222222222222222, "fast_rcnn/fg_cls_accuracy": 0.8213675213675213, "iteration": 121639, "loss_box_reg": 0.008315341401612386, "loss_cls": 0.043895958457142115, "loss_rpn_cls": 0.0008367969217033533, "loss_rpn_loc": 0.0018342507828492671, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.539680959424004, "total_loss": 0.054911988574986026}
{"data_time": 0.004016504622995853, "eta_seconds": 63803.285840089666, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.36904761904761907, "fast_rcnn/fg_cls_accuracy": 0.6309523809523809, "iteration": 121659, "loss_box_reg": 0.008358601422514766, "loss_cls": 0.04582003748510033, "loss_rpn_cls": 0.0011791142586616843, "loss_rpn_loc": 0.0022833837174403016, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5339238124433905, "total_loss": 0.057899788476333924}
{"data_time": 0.004020887427031994, "eta_seconds": 63805.15481559583, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27306616961789376, "fast_rcnn/fg_cls_accuracy": 0.7269338303821062, "iteration": 121679, "loss_box_reg": 0.00851420033723116, "loss_cls": 0.042959242447977886, "loss_rpn_cls": 0.0006898373952708425, "loss_rpn_loc": 0.0022035719030100154, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406775455921888, "total_loss": 0.05320496167729516}
{"data_time": 0.004009857075288892, "eta_seconds": 63792.05979099916, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19276094276094274, "fast_rcnn/fg_cls_accuracy": 0.8072390572390573, "iteration": 121699, "loss_box_reg": 0.0092007604544051, "loss_cls": 0.045503114990424365, "loss_rpn_cls": 0.0007799519190143656, "loss_rpn_loc": 0.0025671629373391625, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5417424340266734, "total_loss": 0.05765971689515936}
{"data_time": 0.003577839583158493, "eta_seconds": 63777.39111757488, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.41621621621621624, "fast_rcnn/fg_cls_accuracy": 0.5837837837837838, "iteration": 121719, "loss_box_reg": 0.008884224720532075, "loss_cls": 0.04507453693076968, "loss_rpn_cls": 0.0007824344993423438, "loss_rpn_loc": 0.002288373818373657, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366906202398241, "total_loss": 0.05794027551985437}
{"data_time": 0.004051960073411465, "eta_seconds": 63772.83543923055, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5113636363636364, "fast_rcnn/fg_cls_accuracy": 0.48863636363636365, "iteration": 121739, "loss_box_reg": 0.009345344849862158, "loss_cls": 0.04544443392660469, "loss_rpn_cls": 0.0005070648412583978, "loss_rpn_loc": 0.0020488479458435904, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5417877610307187, "total_loss": 0.059191244733028725}
{"data_time": 0.004067013040184975, "eta_seconds": 63775.466211172985, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3789855072463768, "fast_rcnn/fg_cls_accuracy": 0.5922266139657444, "iteration": 121759, "loss_box_reg": 0.009780637396033853, "loss_cls": 0.04619532189099118, "loss_rpn_cls": 0.0011576658405374474, "loss_rpn_loc": 0.0025550627578923013, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5432019724976271, "total_loss": 0.05831935895966467}
{"data_time": 0.004153457470238209, "eta_seconds": 63776.34925651993, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3442760942760943, "fast_rcnn/fg_cls_accuracy": 0.6273148148148149, "iteration": 121779, "loss_box_reg": 0.00903992066741921, "loss_cls": 0.04712316003860906, "loss_rpn_cls": 0.0009687266563105368, "loss_rpn_loc": 0.0025813111187744653, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5422365285921842, "total_loss": 0.06019650240989449}
{"data_time": 0.0038245939649641514, "eta_seconds": 63768.10712950374, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3891891891891892, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 121799, "loss_box_reg": 0.008981998689705506, "loss_cls": 0.0436942633241415, "loss_rpn_cls": 0.0006334374639322959, "loss_rpn_loc": 0.002416173856545356, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366774641443044, "total_loss": 0.05638076348600407}
{"data_time": 0.003986342111602426, "eta_seconds": 63754.770569397835, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3015151515151515, "fast_rcnn/fg_cls_accuracy": 0.6720142602495545, "iteration": 121819, "loss_box_reg": 0.00862134579801932, "loss_cls": 0.046974821481853724, "loss_rpn_cls": 0.0011343490016315627, "loss_rpn_loc": 0.0027161374237039126, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5361663077492267, "total_loss": 0.058904077972329105}
{"data_time": 0.003724742913618684, "eta_seconds": 63739.88374531036, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23333333333333334, "fast_rcnn/fg_cls_accuracy": 0.7300505050505051, "iteration": 121839, "loss_box_reg": 0.008740876597585157, "loss_cls": 0.044933063560165465, "loss_rpn_cls": 0.0007554451055398204, "loss_rpn_loc": 0.001743212666042382, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367447063326836, "total_loss": 0.057544690624467876}
{"data_time": 0.0040453700348734856, "eta_seconds": 63732.04253626126, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.32045454545454544, "fast_rcnn/fg_cls_accuracy": 0.6795454545454545, "iteration": 121859, "loss_box_reg": 0.008862732152920216, "loss_cls": 0.04596079507609829, "loss_rpn_cls": 0.000970095962202322, "loss_rpn_loc": 0.002158738803700544, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5393047770485282, "total_loss": 0.05670625732750523}
{"data_time": 0.003990380093455315, "eta_seconds": 63701.4029951971, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38003663003663, "fast_rcnn/fg_cls_accuracy": 0.61996336996337, "iteration": 121879, "loss_box_reg": 0.008472614208585583, "loss_cls": 0.04451097245328128, "loss_rpn_cls": 0.0010289647966601478, "loss_rpn_loc": 0.0017950496949197259, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373505842871964, "total_loss": 0.0564630906920911}
{"data_time": 0.0038524859119206667, "eta_seconds": 63673.89037612011, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35345345345345347, "fast_rcnn/fg_cls_accuracy": 0.6465465465465465, "iteration": 121899, "loss_box_reg": 0.0090356468281243, "loss_cls": 0.047011491493321955, "loss_rpn_cls": 0.0015442764645285934, "loss_rpn_loc": 0.002509816455130931, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373440524563193, "total_loss": 0.05916977729901873}
{"data_time": 0.0037827619817107916, "eta_seconds": 63649.214363669045, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4359090909090909, "fast_rcnn/fg_cls_accuracy": 0.5409356725146199, "iteration": 121919, "loss_box_reg": 0.0092415914114099, "loss_cls": 0.04534523491747677, "loss_rpn_cls": 0.0007818075860086537, "loss_rpn_loc": 0.0021158524923521327, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5323441324289888, "total_loss": 0.0607055080314467}
{"data_time": 0.003989649470895529, "eta_seconds": 63620.27257031808, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.443196405648267, "fast_rcnn/fg_cls_accuracy": 0.5568035943517331, "iteration": 121939, "loss_box_reg": 0.008214624540414661, "loss_cls": 0.045437821332598105, "loss_rpn_cls": 0.0011364806798610516, "loss_rpn_loc": 0.0018410390621284023, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.534381401957944, "total_loss": 0.05865506063105386}
{"data_time": 0.003635399043560028, "eta_seconds": 63603.91846507229, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4130546955624355, "fast_rcnn/fg_cls_accuracy": 0.5869453044375645, "iteration": 121959, "loss_box_reg": 0.008628903655335307, "loss_cls": 0.04532124398974702, "loss_rpn_cls": 0.0007261989537710178, "loss_rpn_loc": 0.002159768031560816, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387081168591976, "total_loss": 0.05724426112011827}
{"data_time": 0.0038122900296002626, "eta_seconds": 63593.141884313896, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4341649341649342, "fast_rcnn/fg_cls_accuracy": 0.5658350658350658, "iteration": 121979, "loss_box_reg": 0.008732300222618505, "loss_cls": 0.04491138021694496, "loss_rpn_cls": 0.0008023952284474944, "loss_rpn_loc": 0.003093415143666789, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5452925686258823, "total_loss": 0.05736024274301599}
{"data_time": 0.0038966697175055742, "eta_seconds": 63561.80607592384, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2833742833742834, "fast_rcnn/fg_cls_accuracy": 0.6949806949806949, "iteration": 121999, "loss_box_reg": 0.008911495446227491, "loss_cls": 0.0431836957577616, "loss_rpn_cls": 0.0010101450978936555, "loss_rpn_loc": 0.0019993241439806297, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.534268826013431, "total_loss": 0.0575015766657998}
{"data_time": 0.003666840959340334, "eta_seconds": 63531.464603725355, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.5976190476190476, "iteration": 122019, "loss_box_reg": 0.009976081579225138, "loss_cls": 0.04454091441584751, "loss_rpn_cls": 0.0007443915086042807, "loss_rpn_loc": 0.002285061029397184, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399763244204223, "total_loss": 0.058982799006628284}
{"data_time": 0.0035931102465838194, "eta_seconds": 63515.175993144745, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3862984218077475, "fast_rcnn/fg_cls_accuracy": 0.6137015781922526, "iteration": 122039, "loss_box_reg": 0.00824632158037275, "loss_cls": 0.04618005990050733, "loss_rpn_cls": 0.0010691175762644889, "loss_rpn_loc": 0.001785923084753449, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5332481754012406, "total_loss": 0.05974806557208012}
{"data_time": 0.0035929924342781305, "eta_seconds": 63504.40714988415, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.19210526315789472, "fast_rcnn/fg_cls_accuracy": 0.8078947368421052, "iteration": 122059, "loss_box_reg": 0.009361548320157453, "loss_cls": 0.044878556014737114, "loss_rpn_cls": 0.0006275647261873019, "loss_rpn_loc": 0.002569746642620885, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398013195954263, "total_loss": 0.05860183190566204}
{"data_time": 0.0037860102020204067, "eta_seconds": 63499.15526683023, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2469545957918051, "fast_rcnn/fg_cls_accuracy": 0.6871428571428572, "iteration": 122079, "loss_box_reg": 0.008523980097379535, "loss_cls": 0.04596475895959884, "loss_rpn_cls": 0.0008881544219434545, "loss_rpn_loc": 0.002511579245037865, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436018197797239, "total_loss": 0.06096465957523378}
{"data_time": 0.004031915450468659, "eta_seconds": 63488.38548786519, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32772727272727276, "fast_rcnn/fg_cls_accuracy": 0.659965034965035, "iteration": 122099, "loss_box_reg": 0.008630455180536956, "loss_cls": 0.04416970175225288, "loss_rpn_cls": 0.0012419916868111613, "loss_rpn_loc": 0.0025748526932147797, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5399560143705457, "total_loss": 0.055888084047637676}
{"data_time": 0.0038483906537294388, "eta_seconds": 63463.86595887435, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38920454545454547, "fast_rcnn/fg_cls_accuracy": 0.5795454545454546, "iteration": 122119, "loss_box_reg": 0.008260402566520497, "loss_cls": 0.04476762283593416, "loss_rpn_cls": 0.0012526139605597564, "loss_rpn_loc": 0.0027556763088796288, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.535360838053748, "total_loss": 0.05923925616116321}
{"data_time": 0.0035978739615529776, "eta_seconds": 63453.098512728, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36662531017369726, "fast_rcnn/fg_cls_accuracy": 0.5827505827505828, "iteration": 122139, "loss_box_reg": 0.008997173834359273, "loss_cls": 0.04698934461339377, "loss_rpn_cls": 0.000910531967889483, "loss_rpn_loc": 0.002267600828417926, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353617444634438, "total_loss": 0.059270045001909466}
{"data_time": 0.003937697038054466, "eta_seconds": 63465.14213008131, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.184375, "fast_rcnn/fg_cls_accuracy": 0.7542613636363636, "iteration": 122159, "loss_box_reg": 0.007914450383395888, "loss_cls": 0.04305384762119502, "loss_rpn_cls": 0.0004701618997842161, "loss_rpn_loc": 0.002148637100617634, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5451023606583476, "total_loss": 0.055695951623761175}
{"data_time": 0.003557665040716529, "eta_seconds": 63454.37081243633, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4814814814814815, "fast_rcnn/fg_cls_accuracy": 0.5092592592592593, "iteration": 122179, "loss_box_reg": 0.008566756208892912, "loss_cls": 0.048148844856768847, "loss_rpn_cls": 0.0009546495736572069, "loss_rpn_loc": 0.0021708772092097206, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5406651976518333, "total_loss": 0.060796537862700006}
{"data_time": 0.0036820725072175264, "eta_seconds": 63454.07511419314, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.34375, "fast_rcnn/fg_cls_accuracy": 0.6505681818181819, "iteration": 122199, "loss_box_reg": 0.009158698871033266, "loss_cls": 0.04474295146064833, "loss_rpn_cls": 0.0007397598720331189, "loss_rpn_loc": 0.0017877673635666724, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.545140580041334, "total_loss": 0.058071588214488656}
{"data_time": 0.0042199669405817986, "eta_seconds": 63447.06739145657, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38134788799240626, "fast_rcnn/fg_cls_accuracy": 0.6186521120075937, "iteration": 122219, "loss_box_reg": 0.00852050245157443, "loss_cls": 0.0446845437400043, "loss_rpn_cls": 0.0007834072296191152, "loss_rpn_loc": 0.002524596902730991, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5419623337220401, "total_loss": 0.05865442339188576}
{"data_time": 0.0036638930905610323, "eta_seconds": 63430.781549163396, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.13269794721407624, "fast_rcnn/fg_cls_accuracy": 0.8317972350230414, "iteration": 122239, "loss_box_reg": 0.008802267315331846, "loss_cls": 0.046338166925124824, "loss_rpn_cls": 0.0006025361606702972, "loss_rpn_loc": 0.002599073359306203, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5369674367830157, "total_loss": 0.05930777387902708}
{"data_time": 0.004440519725903869, "eta_seconds": 63435.199510438135, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3559577677224736, "fast_rcnn/fg_cls_accuracy": 0.6440422322775264, "iteration": 122259, "loss_box_reg": 0.008563194307498634, "loss_cls": 0.04728549509309232, "loss_rpn_cls": 0.0015496590904149343, "loss_rpn_loc": 0.0020809557354368735, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5357502766419202, "total_loss": 0.059892149346410406}
{"data_time": 0.004172567743808031, "eta_seconds": 63414.74618478073, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.24723145071982283, "fast_rcnn/fg_cls_accuracy": 0.6818181818181819, "iteration": 122279, "loss_box_reg": 0.008896600600564852, "loss_cls": 0.04438828269485384, "loss_rpn_cls": 0.0006532206201654844, "loss_rpn_loc": 0.0015871666691964492, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5400810050778091, "total_loss": 0.055159564852829135}
{"data_time": 0.004005083814263344, "eta_seconds": 63403.71506710118, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4187620889748549, "fast_rcnn/fg_cls_accuracy": 0.5812379110251451, "iteration": 122299, "loss_box_reg": 0.008986304223071784, "loss_cls": 0.04368517344119027, "loss_rpn_cls": 0.0012080500233651037, "loss_rpn_loc": 0.002554360904468922, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5309823334682733, "total_loss": 0.05711358970728497}
{"data_time": 0.0037268369924277067, "eta_seconds": 63392.94137527747, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2388888888888889, "fast_rcnn/fg_cls_accuracy": 0.6892361111111112, "iteration": 122319, "loss_box_reg": 0.008943805412855, "loss_cls": 0.050004032847937196, "loss_rpn_cls": 0.0009659751103754388, "loss_rpn_loc": 0.0026693651925597806, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5359686031006277, "total_loss": 0.06170631794293513}
{"data_time": 0.003720472101122141, "eta_seconds": 63382.167683453765, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.424812030075188, "fast_rcnn/fg_cls_accuracy": 0.575187969924812, "iteration": 122339, "loss_box_reg": 0.008349477226147428, "loss_cls": 0.046641349559649825, "loss_rpn_cls": 0.0006656601051417965, "loss_rpn_loc": 0.0020643198968173238, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391002993565053, "total_loss": 0.05769973816131824}
{"data_time": 0.003975125029683113, "eta_seconds": 63376.83088237373, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.34222511385816523, "fast_rcnn/fg_cls_accuracy": 0.6577748861418347, "iteration": 122359, "loss_box_reg": 0.00924163984018378, "loss_cls": 0.04937908088322729, "loss_rpn_cls": 0.0005041710122668519, "loss_rpn_loc": 0.00226833789201919, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431237504817545, "total_loss": 0.06266995900116967}
{"data_time": 0.004240379901602864, "eta_seconds": 63360.62029980635, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.28260869565217395, "fast_rcnn/fg_cls_accuracy": 0.6841133004926109, "iteration": 122379, "loss_box_reg": 0.009757255378644913, "loss_cls": 0.04207986267283559, "loss_rpn_cls": 0.0010149596069481959, "loss_rpn_loc": 0.002079679659800604, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5347661809064448, "total_loss": 0.05544798109369253}
{"data_time": 0.004003241425380111, "eta_seconds": 63395.47877201298, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3642857142857143, "fast_rcnn/fg_cls_accuracy": 0.6357142857142857, "iteration": 122399, "loss_box_reg": 0.009319793462054804, "loss_cls": 0.04538328305352479, "loss_rpn_cls": 0.0006660600053010057, "loss_rpn_loc": 0.002667712906259112, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447307280264795, "total_loss": 0.05860224043613016}
{"data_time": 0.004418762167915702, "eta_seconds": 63387.67897206149, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.44315245478036175, "fast_rcnn/fg_cls_accuracy": 0.5568475452196382, "iteration": 122419, "loss_box_reg": 0.00847006673575379, "loss_cls": 0.04553811525693163, "loss_rpn_cls": 0.0007030321762613312, "loss_rpn_loc": 0.0024274472089018673, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5409239418804646, "total_loss": 0.056806344739868564}
{"data_time": 0.003805577987805009, "eta_seconds": 63376.89701256598, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1547008547008547, "fast_rcnn/fg_cls_accuracy": 0.8388888888888889, "iteration": 122439, "loss_box_reg": 0.008983610314317048, "loss_cls": 0.04635906289331615, "loss_rpn_cls": 0.0012752139107305993, "loss_rpn_loc": 0.0025922508102667052, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423048629891127, "total_loss": 0.05874529575305587}
{"data_time": 0.0037230062298476696, "eta_seconds": 63350.43674313999, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.23536439665471923, "fast_rcnn/fg_cls_accuracy": 0.7646356033452808, "iteration": 122459, "loss_box_reg": 0.008040879911277443, "loss_cls": 0.04321247537154704, "loss_rpn_cls": 0.0006648610242336872, "loss_rpn_loc": 0.002118060550856171, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387518096249551, "total_loss": 0.055459319629449055}
{"data_time": 0.00413195020519197, "eta_seconds": 63336.08634542022, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5416988416988417, "fast_rcnn/fg_cls_accuracy": 0.4583011583011583, "iteration": 122479, "loss_box_reg": 0.008380203042179346, "loss_cls": 0.045702076400630176, "loss_rpn_cls": 0.000634578943845554, "loss_rpn_loc": 0.002339000806387048, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5327768665738404, "total_loss": 0.05635715925149043}
{"data_time": 0.0036953995004296303, "eta_seconds": 63335.00374264293, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 122499, "loss_box_reg": 0.00926639445242472, "loss_cls": 0.04635825630975887, "loss_rpn_cls": 0.0008879399962324896, "loss_rpn_loc": 0.0020706458526547067, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377271524630487, "total_loss": 0.061515378092281026}
{"data_time": 0.004306665156036615, "eta_seconds": 63324.2234082215, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.440359477124183, "fast_rcnn/fg_cls_accuracy": 0.5588235294117647, "iteration": 122519, "loss_box_reg": 0.009329475957201794, "loss_cls": 0.048192831862252206, "loss_rpn_cls": 0.0010728083177582448, "loss_rpn_loc": 0.0026704501651693135, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5402869691606611, "total_loss": 0.060921181837898075}
{"data_time": 0.003697858424857259, "eta_seconds": 63313.44307380007, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3711734693877551, "fast_rcnn/fg_cls_accuracy": 0.6288265306122449, "iteration": 122539, "loss_box_reg": 0.008930068259360269, "loss_cls": 0.04619924636790529, "loss_rpn_cls": 0.0007399100625207211, "loss_rpn_loc": 0.0023448411920981016, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5403372598811984, "total_loss": 0.05841424093671321}
{"data_time": 0.003941219998523593, "eta_seconds": 63302.66273937863, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 122559, "loss_box_reg": 0.009142415976384655, "loss_cls": 0.0445875198347494, "loss_rpn_cls": 0.001426302757636222, "loss_rpn_loc": 0.0023147698630054947, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5377041734755039, "total_loss": 0.05771341600279811}
{"data_time": 0.0037962980568408966, "eta_seconds": 63302.70238823653, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36626016260162597, "fast_rcnn/fg_cls_accuracy": 0.633739837398374, "iteration": 122579, "loss_box_reg": 0.008065758738666773, "loss_cls": 0.045652981265448034, "loss_rpn_cls": 0.0005557634711976789, "loss_rpn_loc": 0.0026247754558426095, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416938734706491, "total_loss": 0.05817217093931504}
{"data_time": 0.004010295029729605, "eta_seconds": 63288.690688416595, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.22538200339558573, "fast_rcnn/fg_cls_accuracy": 0.7746179966044142, "iteration": 122599, "loss_box_reg": 0.008795711357379332, "loss_cls": 0.04324095894116908, "loss_rpn_cls": 0.0008640232268817272, "loss_rpn_loc": 0.0020655352382163983, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389645749237388, "total_loss": 0.057375171395506186}
{"data_time": 0.003535002004355192, "eta_seconds": 63260.63555714954, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45751633986928103, "fast_rcnn/fg_cls_accuracy": 0.542483660130719, "iteration": 122619, "loss_box_reg": 0.009295677242334932, "loss_cls": 0.044699468184262514, "loss_rpn_cls": 0.0011038284278583887, "loss_rpn_loc": 0.002715333775995532, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5346015270333737, "total_loss": 0.05854229883613016}
{"data_time": 0.004139977507293224, "eta_seconds": 63235.754673435586, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29792583280955376, "fast_rcnn/fg_cls_accuracy": 0.7020741671904462, "iteration": 122639, "loss_box_reg": 0.008785111334873363, "loss_cls": 0.042591769830323756, "loss_rpn_cls": 0.0007928026028594104, "loss_rpn_loc": 0.0028446396281651687, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5366446692496538, "total_loss": 0.055781310039208165}
{"data_time": 0.004175073932856321, "eta_seconds": 63234.19780448498, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3239316239316239, "fast_rcnn/fg_cls_accuracy": 0.6760683760683761, "iteration": 122659, "loss_box_reg": 0.009128555742790923, "loss_cls": 0.047208068426698446, "loss_rpn_cls": 0.0009122701382011655, "loss_rpn_loc": 0.0022840176534373313, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5386660769581795, "total_loss": 0.06066566004164997}
{"data_time": 0.003555677831172943, "eta_seconds": 63231.8645335834, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3973684210526316, "fast_rcnn/fg_cls_accuracy": 0.59, "iteration": 122679, "loss_box_reg": 0.008572789025492966, "loss_cls": 0.04530218988656998, "loss_rpn_cls": 0.0007235417990614224, "loss_rpn_loc": 0.0022283274920482654, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425483130384237, "total_loss": 0.05730228846448426}
{"data_time": 0.004347856855019927, "eta_seconds": 63212.64210006641, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4375, "fast_rcnn/fg_cls_accuracy": 0.5625, "iteration": 122699, "loss_box_reg": 0.008468452433589846, "loss_cls": 0.04582750957342796, "loss_rpn_cls": 0.0014084257170736691, "loss_rpn_loc": 0.0018858471048588399, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5379418607335538, "total_loss": 0.0585743147616995}
{"data_time": 0.0044006307143718, "eta_seconds": 63206.74213695619, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3371212121212121, "fast_rcnn/fg_cls_accuracy": 0.6628787878787878, "iteration": 122719, "loss_box_reg": 0.008754212962230667, "loss_cls": 0.046321962610818446, "loss_rpn_cls": 0.0012027006030166376, "loss_rpn_loc": 0.002068278583465144, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5379894808866084, "total_loss": 0.05935039513042284}
{"data_time": 0.0036455958615988493, "eta_seconds": 63184.86570000881, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2663043478260869, "fast_rcnn/fg_cls_accuracy": 0.7336956521739131, "iteration": 122739, "loss_box_reg": 0.007956422108691186, "loss_cls": 0.046593860432039946, "loss_rpn_cls": 0.0008751781097089406, "loss_rpn_loc": 0.001902478108604555, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377737882081419, "total_loss": 0.05629407228650507}
{"data_time": 0.0042824107222259045, "eta_seconds": 63168.60414470616, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38541666666666663, "fast_rcnn/fg_cls_accuracy": 0.6145833333333333, "iteration": 122759, "loss_box_reg": 0.008609497919678688, "loss_cls": 0.04268562269862741, "loss_rpn_cls": 0.0008179988684560158, "loss_rpn_loc": 0.0023807437919458607, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397932396735996, "total_loss": 0.05730773444872739}
{"data_time": 0.0037652282044291496, "eta_seconds": 63153.987832467305, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4650238473767886, "fast_rcnn/fg_cls_accuracy": 0.5218487394957982, "iteration": 122779, "loss_box_reg": 0.008904892223654315, "loss_cls": 0.042756370385177433, "loss_rpn_cls": 0.0007626991591678234, "loss_rpn_loc": 0.0023103574676497374, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369810084812343, "total_loss": 0.05665744586929122}
{"data_time": 0.003636030713096261, "eta_seconds": 63140.4953492505, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5444664031620553, "fast_rcnn/fg_cls_accuracy": 0.45553359683794464, "iteration": 122799, "loss_box_reg": 0.009189939621137455, "loss_cls": 0.04598121077287942, "loss_rpn_cls": 0.0007420040101351333, "loss_rpn_loc": 0.0018005986748903524, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349111948162317, "total_loss": 0.05836715834448114}
{"data_time": 0.004398050718009472, "eta_seconds": 63123.59907968482, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2877906976744186, "fast_rcnn/fg_cls_accuracy": 0.6003787878787878, "iteration": 122819, "loss_box_reg": 0.008736731542740017, "loss_cls": 0.04556104290531948, "loss_rpn_cls": 0.000960557246571625, "loss_rpn_loc": 0.0027461181507533183, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5329988752491772, "total_loss": 0.05925201008847125}
{"data_time": 0.0037778946571052074, "eta_seconds": 63118.94587600394, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.6249322493224932, "fast_rcnn/fg_cls_accuracy": 0.37506775067750675, "iteration": 122839, "loss_box_reg": 0.010415368975372985, "loss_cls": 0.04502511559985578, "loss_rpn_cls": 0.0005448182946707902, "loss_rpn_loc": 0.0024002763093449175, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5365041855257004, "total_loss": 0.060224335493785475}
{"data_time": 0.004354442935436964, "eta_seconds": 63096.824767542304, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.31666666666666665, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 122859, "loss_box_reg": 0.009207622468238696, "loss_cls": 0.046306495962198824, "loss_rpn_cls": 0.0015096131804739343, "loss_rpn_loc": 0.0029003172639932018, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5368521090131253, "total_loss": 0.06174462530236724}
{"data_time": 0.0038337106816470623, "eta_seconds": 63097.39640275738, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4067375886524822, "fast_rcnn/fg_cls_accuracy": 0.5599290780141843, "iteration": 122879, "loss_box_reg": 0.009001991216791794, "loss_cls": 0.047591936541721225, "loss_rpn_cls": 0.0007383328618288942, "loss_rpn_loc": 0.0025391186245542485, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5351209370419383, "total_loss": 0.059642667198716026}
{"data_time": 0.00381235359236598, "eta_seconds": 63086.6216661341, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2999092558983666, "fast_rcnn/fg_cls_accuracy": 0.6677631578947368, "iteration": 122899, "loss_box_reg": 0.008571857819333673, "loss_cls": 0.040047142771072686, "loss_rpn_cls": 0.0004619769528062534, "loss_rpn_loc": 0.0023244793483172543, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5380279885139316, "total_loss": 0.05173448054495111}
{"data_time": 0.003806157037615776, "eta_seconds": 63082.397300145356, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36356821589205396, "fast_rcnn/fg_cls_accuracy": 0.6364317841079461, "iteration": 122919, "loss_box_reg": 0.008629979463876225, "loss_cls": 0.045642590848729014, "loss_rpn_cls": 0.00047130203734013776, "loss_rpn_loc": 0.0019380181256565265, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539237433578819, "total_loss": 0.05586912298537072}
{"data_time": 0.0036576190032064915, "eta_seconds": 63065.07219288754, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.33497807017543857, "fast_rcnn/fg_cls_accuracy": 0.65625, "iteration": 122939, "loss_box_reg": 0.008434791379841045, "loss_cls": 0.04266487073618919, "loss_rpn_cls": 0.0011603457087545621, "loss_rpn_loc": 0.0029032594484306173, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5339549984782934, "total_loss": 0.05528098015014393}
{"data_time": 0.004084323067218065, "eta_seconds": 63070.28183600819, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5238095238095238, "fast_rcnn/fg_cls_accuracy": 0.47619047619047616, "iteration": 122959, "loss_box_reg": 0.008837854751618579, "loss_cls": 0.04119021008955315, "loss_rpn_cls": 0.0007758692026982317, "loss_rpn_loc": 0.0023451390516129322, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5456403340213001, "total_loss": 0.054084503535420936}
{"data_time": 0.0040725835133343935, "eta_seconds": 63050.069733435055, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36269230769230765, "fast_rcnn/fg_cls_accuracy": 0.6216555183946488, "iteration": 122979, "loss_box_reg": 0.008409510512137786, "loss_cls": 0.04670914716552943, "loss_rpn_cls": 0.0010261669465307932, "loss_rpn_loc": 0.0025651642790762708, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5320770377293229, "total_loss": 0.06184784302172375}
{"data_time": 0.004237885819748044, "eta_seconds": 63048.72689993074, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5042207792207792, "fast_rcnn/fg_cls_accuracy": 0.49577922077922076, "iteration": 122999, "loss_box_reg": 0.009440980909857899, "loss_cls": 0.0489160327706486, "loss_rpn_cls": 0.000900350272331707, "loss_rpn_loc": 0.001832054229453206, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412308524828404, "total_loss": 0.06351871563572331}
{"data_time": 0.004204974742606282, "eta_seconds": 63047.2318836404, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.35930735930735935, "fast_rcnn/fg_cls_accuracy": 0.6406926406926408, "iteration": 123019, "loss_box_reg": 0.008917496335925534, "loss_cls": 0.04610116174444556, "loss_rpn_cls": 0.0011652598047362517, "loss_rpn_loc": 0.002053926022199448, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.543304359074682, "total_loss": 0.05929457623363987}
{"data_time": 0.0034046436194330454, "eta_seconds": 63052.2820342225, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20757575757575758, "fast_rcnn/fg_cls_accuracy": 0.7924242424242425, "iteration": 123039, "loss_box_reg": 0.008357718907063827, "loss_cls": 0.043943820521235466, "loss_rpn_cls": 0.0006540953531271043, "loss_rpn_loc": 0.002079071284242673, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5433714305981994, "total_loss": 0.05727064744587551}
{"data_time": 0.0038020869251340628, "eta_seconds": 63033.68994275085, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6101973684210527, "iteration": 123059, "loss_box_reg": 0.008760022144997492, "loss_cls": 0.045605002669617534, "loss_rpn_cls": 0.0012033935852286959, "loss_rpn_loc": 0.00255406112773926, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374703800771385, "total_loss": 0.05828964978945805}
{"data_time": 0.0041917166672647, "eta_seconds": 63030.71851064311, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3340277777777778, "fast_rcnn/fg_cls_accuracy": 0.6659722222222222, "iteration": 123079, "loss_box_reg": 0.008732599933864549, "loss_cls": 0.0458159830304794, "loss_rpn_cls": 0.0006579466421499092, "loss_rpn_loc": 0.0021377243301685667, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.542935996549204, "total_loss": 0.05582022134194631}
{"data_time": 0.00382054946385324, "eta_seconds": 63012.12909071683, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.49263502454991814, "fast_rcnn/fg_cls_accuracy": 0.4557692307692308, "iteration": 123099, "loss_box_reg": 0.008775452704867348, "loss_cls": 0.0444881399453152, "loss_rpn_cls": 0.0008121151161049056, "loss_rpn_loc": 0.002120507477229694, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5396076685283333, "total_loss": 0.05721293599231103}
{"data_time": 0.003807645756751299, "eta_seconds": 63026.01743800333, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.31929347826086957, "fast_rcnn/fg_cls_accuracy": 0.6807065217391304, "iteration": 123119, "loss_box_reg": 0.008826603938359767, "loss_cls": 0.046606230549514294, "loss_rpn_cls": 0.0010589283376134517, "loss_rpn_loc": 0.0021970546404190827, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5466227782890201, "total_loss": 0.058620072124199396}
{"data_time": 0.0037628936115652323, "eta_seconds": 63026.77912644809, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4444805194805195, "fast_rcnn/fg_cls_accuracy": 0.5555194805194805, "iteration": 123139, "loss_box_reg": 0.008409995527472347, "loss_cls": 0.04530265019275248, "loss_rpn_cls": 0.0008348371467832294, "loss_rpn_loc": 0.0017509684039396234, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420319815166295, "total_loss": 0.058958959819563006}
{"data_time": 0.003586443839594722, "eta_seconds": 63004.44814361399, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32666666666666666, "fast_rcnn/fg_cls_accuracy": 0.642413487133984, "iteration": 123159, "loss_box_reg": 0.008486946113407612, "loss_cls": 0.04518704698421061, "loss_rpn_cls": 0.0005576445882979897, "loss_rpn_loc": 0.002689412993277074, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5340221500955522, "total_loss": 0.05756843545509582}
{"data_time": 0.004199406132102013, "eta_seconds": 62986.4622089155, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5174418604651163, "fast_rcnn/fg_cls_accuracy": 0.4722222222222222, "iteration": 123179, "loss_box_reg": 0.008871224330505356, "loss_cls": 0.044546848512254655, "loss_rpn_cls": 0.0008654287975673469, "loss_rpn_loc": 0.002110198234731797, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5416887786705047, "total_loss": 0.05815153334697243}
{"data_time": 0.003914692439138889, "eta_seconds": 62958.226960631786, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.38421052631578945, "fast_rcnn/fg_cls_accuracy": 0.6157894736842104, "iteration": 123199, "loss_box_reg": 0.008693032956216484, "loss_cls": 0.04281184799037874, "loss_rpn_cls": 0.0005572037669026031, "loss_rpn_loc": 0.0026942558761220425, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5375955770723522, "total_loss": 0.05474750228592029}
{"data_time": 0.00387783907353878, "eta_seconds": 62932.98409687355, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3888888888888889, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 123219, "loss_box_reg": 0.008862743125064299, "loss_cls": 0.045344404061324894, "loss_rpn_cls": 0.0005717399839113568, "loss_rpn_loc": 0.0023997874322958523, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5319020813331008, "total_loss": 0.05724323988650326}
{"data_time": 0.00402274657972157, "eta_seconds": 62928.662278196774, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4504830917874396, "fast_rcnn/fg_cls_accuracy": 0.5495169082125604, "iteration": 123239, "loss_box_reg": 0.008584771712776273, "loss_cls": 0.04485061398008838, "loss_rpn_cls": 0.00041803251076544257, "loss_rpn_loc": 0.001990390050195856, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417367981281132, "total_loss": 0.05586890679160206}
{"data_time": 0.00397332850843668, "eta_seconds": 62919.38358067139, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4871456822676335, "fast_rcnn/fg_cls_accuracy": 0.5060975609756098, "iteration": 123259, "loss_box_reg": 0.008164014318026602, "loss_cls": 0.045412792824208736, "loss_rpn_cls": 0.001251806718755688, "loss_rpn_loc": 0.0023627134378330084, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5387178466189653, "total_loss": 0.058418785166850284}
{"data_time": 0.0040451588574796915, "eta_seconds": 62928.27958413237, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37966537966537967, "fast_rcnn/fg_cls_accuracy": 0.6203346203346203, "iteration": 123279, "loss_box_reg": 0.008369596733245999, "loss_cls": 0.04572660115081817, "loss_rpn_cls": 0.001067943401579896, "loss_rpn_loc": 0.0024177766590582905, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5489271909464151, "total_loss": 0.057552557055544185}
{"data_time": 0.004373493837192655, "eta_seconds": 62933.16519574169, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4494949494949495, "fast_rcnn/fg_cls_accuracy": 0.5505050505050505, "iteration": 123299, "loss_box_reg": 0.008834835345624015, "loss_cls": 0.04808961891103536, "loss_rpn_cls": 0.0011017113261573286, "loss_rpn_loc": 0.0023289669788937317, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5338156626094133, "total_loss": 0.05997108166502585}
{"data_time": 0.0038320529274642467, "eta_seconds": 62923.98957533995, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4641025641025641, "fast_rcnn/fg_cls_accuracy": 0.5358974358974359, "iteration": 123319, "loss_box_reg": 0.008896021143300459, "loss_cls": 0.04568243713583797, "loss_rpn_cls": 0.0007019014583420358, "loss_rpn_loc": 0.0025716509444464464, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5384284488391131, "total_loss": 0.058962045905900595}
{"data_time": 0.0042096287943422794, "eta_seconds": 62900.19489436224, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4861399861399861, "fast_rcnn/fg_cls_accuracy": 0.5138600138600139, "iteration": 123339, "loss_box_reg": 0.008241731848102063, "loss_cls": 0.04744853638112545, "loss_rpn_cls": 0.0009518334271660933, "loss_rpn_loc": 0.0018991154602190363, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5274137246888131, "total_loss": 0.06075669767847103}
{"data_time": 0.0041399693582206964, "eta_seconds": 62889.41148004308, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.18632478632478633, "fast_rcnn/fg_cls_accuracy": 0.8136752136752137, "iteration": 123359, "loss_box_reg": 0.008079326013103127, "loss_cls": 0.04860022256616503, "loss_rpn_cls": 0.0006889970029533288, "loss_rpn_loc": 0.0021222579998720903, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5450288793072104, "total_loss": 0.060383004025993614}
{"data_time": 0.0036921172868460417, "eta_seconds": 62868.9920837977, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2799756542909312, "fast_rcnn/fg_cls_accuracy": 0.7200243457090687, "iteration": 123379, "loss_box_reg": 0.00938859162852168, "loss_cls": 0.04451445594895631, "loss_rpn_cls": 0.0005975998448093378, "loss_rpn_loc": 0.002421717523247935, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5313137136399746, "total_loss": 0.056811068534841525}
{"data_time": 0.003914271714165807, "eta_seconds": 62842.42983787414, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3413312693498452, "fast_rcnn/fg_cls_accuracy": 0.6145510835913313, "iteration": 123399, "loss_box_reg": 0.008232758817030117, "loss_cls": 0.043006421299651265, "loss_rpn_cls": 0.0009220165165970684, "loss_rpn_loc": 0.0017958555254153907, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411512854043394, "total_loss": 0.05476681389791338}
{"data_time": 0.003631548723205924, "eta_seconds": 62813.00091089285, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.4351219512195122, "fast_rcnn/fg_cls_accuracy": 0.5648780487804879, "iteration": 123419, "loss_box_reg": 0.009185618429910392, "loss_cls": 0.04389978141989559, "loss_rpn_cls": 0.0005083843704767332, "loss_rpn_loc": 0.0026075629793922417, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375345025677234, "total_loss": 0.054979761597167}
{"data_time": 0.0038768805097788572, "eta_seconds": 62767.492869508686, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5384057971014493, "fast_rcnn/fg_cls_accuracy": 0.4615942028985507, "iteration": 123439, "loss_box_reg": 0.008552731364034116, "loss_cls": 0.04522999032633379, "loss_rpn_cls": 0.0007150863403921903, "loss_rpn_loc": 0.001992774832615396, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.528743936214596, "total_loss": 0.057678553882055894}
{"data_time": 0.0038308529183268547, "eta_seconds": 62743.9532658183, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4010513296227582, "fast_rcnn/fg_cls_accuracy": 0.5989486703772418, "iteration": 123459, "loss_box_reg": 0.008576863474445418, "loss_cls": 0.04085430986015126, "loss_rpn_cls": 0.0010673457848042744, "loss_rpn_loc": 0.002471163275913568, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5376113411039114, "total_loss": 0.05510612079683597}
{"data_time": 0.003813502611592412, "eta_seconds": 62725.793244457105, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3717105263157895, "fast_rcnn/fg_cls_accuracy": 0.6282894736842105, "iteration": 123479, "loss_box_reg": 0.00873352968483232, "loss_cls": 0.04592015687376261, "loss_rpn_cls": 0.0010936209110354866, "loss_rpn_loc": 0.002408201560683665, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353452570270747, "total_loss": 0.05840640337748937}
{"data_time": 0.003701533656567335, "eta_seconds": 62738.768482755404, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.32393617021276594, "fast_rcnn/fg_cls_accuracy": 0.6760638297872341, "iteration": 123499, "loss_box_reg": 0.008460215234663337, "loss_cls": 0.04714992397930473, "loss_rpn_cls": 0.0009638767123760772, "loss_rpn_loc": 0.0023885950286057778, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5470886025577784, "total_loss": 0.05998034826939147}
{"data_time": 0.00412746099755168, "eta_seconds": 62745.896206373814, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.45751633986928103, "fast_rcnn/fg_cls_accuracy": 0.542483660130719, "iteration": 123519, "loss_box_reg": 0.009511610260233283, "loss_cls": 0.04774339951109141, "loss_rpn_cls": 0.000813716088629235, "loss_rpn_loc": 0.0025314609010820277, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5421556446235627, "total_loss": 0.060389403267095076}
{"data_time": 0.0037459288723766804, "eta_seconds": 62717.22745959414, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30564784053156147, "fast_rcnn/fg_cls_accuracy": 0.6943521594684385, "iteration": 123539, "loss_box_reg": 0.008737269061384723, "loss_cls": 0.047231938457116485, "loss_rpn_cls": 0.0012537019331375632, "loss_rpn_loc": 0.0026113930107385386, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410661438945681, "total_loss": 0.059650390053661795}
{"data_time": 0.003879042575135827, "eta_seconds": 62733.755020007724, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2247596153846154, "fast_rcnn/fg_cls_accuracy": 0.7752403846153846, "iteration": 123559, "loss_box_reg": 0.008448397100437433, "loss_cls": 0.04018191457726061, "loss_rpn_cls": 0.0006948688870807018, "loss_rpn_loc": 0.0026309088152629556, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5427720486186445, "total_loss": 0.05353568990722124}
{"data_time": 0.003960147965699434, "eta_seconds": 62695.68643643288, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3696551724137931, "fast_rcnn/fg_cls_accuracy": 0.6303448275862069, "iteration": 123579, "loss_box_reg": 0.009289337147492915, "loss_cls": 0.046998829289805144, "loss_rpn_cls": 0.001019264779642981, "loss_rpn_loc": 0.002057777765003266, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5319186118431389, "total_loss": 0.060822653925242776}
{"data_time": 0.003670330625027418, "eta_seconds": 62704.859700993635, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3301282051282051, "fast_rcnn/fg_cls_accuracy": 0.6698717948717949, "iteration": 123599, "loss_box_reg": 0.008717750024516135, "loss_cls": 0.046755610150285065, "loss_rpn_cls": 0.0011078915485995822, "loss_rpn_loc": 0.0026140598765778122, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5448607709258795, "total_loss": 0.06019996097973035}
{"data_time": 0.003730188123881817, "eta_seconds": 62700.58193130256, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5208034433285509, "fast_rcnn/fg_cls_accuracy": 0.47919655667144906, "iteration": 123619, "loss_box_reg": 0.008893199876183644, "loss_cls": 0.04426196473650634, "loss_rpn_cls": 0.0004715093391496339, "loss_rpn_loc": 0.002271353074320359, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5357040951494128, "total_loss": 0.056608583847719274}
{"data_time": 0.003967382246628404, "eta_seconds": 62699.478052980965, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3207070707070707, "fast_rcnn/fg_cls_accuracy": 0.6792929292929293, "iteration": 123639, "loss_box_reg": 0.00864793051732704, "loss_cls": 0.04227069576154463, "loss_rpn_cls": 0.0006227950448476349, "loss_rpn_loc": 0.002205911758210277, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5350300443824381, "total_loss": 0.05590249536044212}
{"data_time": 0.003989401506260037, "eta_seconds": 62688.701336030615, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46906887755102045, "fast_rcnn/fg_cls_accuracy": 0.5309311224489797, "iteration": 123659, "loss_box_reg": 0.008913473298889585, "loss_cls": 0.043013800808694214, "loss_rpn_cls": 0.000861224547634265, "loss_rpn_loc": 0.0022371107115759514, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416341286618263, "total_loss": 0.05674575091623524}
{"data_time": 0.003933926112949848, "eta_seconds": 62641.833878529724, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.346326164874552, "fast_rcnn/fg_cls_accuracy": 0.5586152635719905, "iteration": 123679, "loss_box_reg": 0.008759319433011115, "loss_cls": 0.04263747634831816, "loss_rpn_cls": 0.0014493347798634204, "loss_rpn_loc": 0.0023664375039516017, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5370031970087439, "total_loss": 0.05600208204202772}
{"data_time": 0.003827891545370221, "eta_seconds": 62631.06336694909, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29486062717770034, "fast_rcnn/fg_cls_accuracy": 0.7051393728222997, "iteration": 123699, "loss_box_reg": 0.008437118900474161, "loss_cls": 0.04165707103675231, "loss_rpn_cls": 0.0008469285624244094, "loss_rpn_loc": 0.0026059169649670366, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363920240197331, "total_loss": 0.05507007398455244}
{"data_time": 0.0042317884508520365, "eta_seconds": 62635.55965165747, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.22408026755852845, "fast_rcnn/fg_cls_accuracy": 0.6752096924510718, "iteration": 123719, "loss_box_reg": 0.008416489377850667, "loss_cls": 0.04779121890896931, "loss_rpn_cls": 0.0006907934937316895, "loss_rpn_loc": 0.0020233511604601517, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5451616707723588, "total_loss": 0.05919723414973532}
{"data_time": 0.003569159423932433, "eta_seconds": 62638.87074158341, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.33403716216216217, "fast_rcnn/fg_cls_accuracy": 0.6659628378378378, "iteration": 123739, "loss_box_reg": 0.008798866561846808, "loss_cls": 0.04699575045378879, "loss_rpn_cls": 0.001482210038489029, "loss_rpn_loc": 0.002772373365587555, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5499002335127443, "total_loss": 0.0601113968948539}
{"data_time": 0.003565023187547922, "eta_seconds": 62609.27836713684, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34959349593495936, "fast_rcnn/fg_cls_accuracy": 0.6504065040650406, "iteration": 123759, "loss_box_reg": 0.008173992566298693, "loss_cls": 0.045807988033629954, "loss_rpn_cls": 0.0006167259163021299, "loss_rpn_loc": 0.0020993629077565856, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5357323337811977, "total_loss": 0.05855119160207778}
{"data_time": 0.0036853670608252287, "eta_seconds": 62603.24023937946, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.1784090909090909, "fast_rcnn/fg_cls_accuracy": 0.821590909090909, "iteration": 123779, "loss_box_reg": 0.00887853468884714, "loss_cls": 0.046198368596378714, "loss_rpn_cls": 0.0011664865171212568, "loss_rpn_loc": 0.0020858824536844622, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5403356722090393, "total_loss": 0.05955138740660004}
{"data_time": 0.0038265101611614227, "eta_seconds": 62592.46710195346, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39572192513368987, "fast_rcnn/fg_cls_accuracy": 0.6042780748663101, "iteration": 123799, "loss_box_reg": 0.009760175802512094, "loss_cls": 0.04447153059300035, "loss_rpn_cls": 0.000708890639771198, "loss_rpn_loc": 0.002088519386234111, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5356973928865045, "total_loss": 0.058049794785063114}
{"data_time": 0.0038819871842861176, "eta_seconds": 62611.800788993016, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4892830746489283, "fast_rcnn/fg_cls_accuracy": 0.5107169253510717, "iteration": 123819, "loss_box_reg": 0.009277487406507134, "loss_cls": 0.04662575089605525, "loss_rpn_cls": 0.0012250747840596432, "loss_rpn_loc": 0.002528652454202529, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405855022836477, "total_loss": 0.06082263481289374}
{"data_time": 0.003880106145516038, "eta_seconds": 62638.13769196626, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3888888888888889, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 123839, "loss_box_reg": 0.008373942924663424, "loss_cls": 0.04459326411597431, "loss_rpn_cls": 0.001011289745065369, "loss_rpn_loc": 0.002593423985672416, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440451959148049, "total_loss": 0.05818178648087269}
{"data_time": 0.003931911662220955, "eta_seconds": 62631.362540055066, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2037037037037037, "fast_rcnn/fg_cls_accuracy": 0.788888888888889, "iteration": 123859, "loss_box_reg": 0.008621943357866257, "loss_cls": 0.04581575852353126, "loss_rpn_cls": 0.0007123263513904021, "loss_rpn_loc": 0.0023692617469350807, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5341861536726356, "total_loss": 0.05869086096470255}
{"data_time": 0.004640380851924419, "eta_seconds": 62627.93804992782, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.26393188854489164, "fast_rcnn/fg_cls_accuracy": 0.7360681114551084, "iteration": 123879, "loss_box_reg": 0.009175105602480471, "loss_cls": 0.045965774450451136, "loss_rpn_cls": 0.0005740197477166475, "loss_rpn_loc": 0.0023811335777281784, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372576785739511, "total_loss": 0.05896242313554012}
{"data_time": 0.003917257068678737, "eta_seconds": 62613.88685030583, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.43487394957983194, "fast_rcnn/fg_cls_accuracy": 0.5651260504201681, "iteration": 123899, "loss_box_reg": 0.008140070567606017, "loss_cls": 0.04259285010630265, "loss_rpn_cls": 0.0007680641706429014, "loss_rpn_loc": 0.002364762738579884, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381915795151144, "total_loss": 0.05428938604507039}
{"data_time": 0.004027296556159854, "eta_seconds": 62603.10074392427, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31770833333333337, "fast_rcnn/fg_cls_accuracy": 0.6556712962962963, "iteration": 123919, "loss_box_reg": 0.008820927992928773, "loss_cls": 0.0435005945910234, "loss_rpn_cls": 0.001312232512304945, "loss_rpn_loc": 0.0028641151930060005, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5388643424957991, "total_loss": 0.05691704310629575}
{"data_time": 0.00375009304843843, "eta_seconds": 62615.19825785933, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.28019323671497587, "fast_rcnn/fg_cls_accuracy": 0.7198067632850241, "iteration": 123939, "loss_box_reg": 0.00875044654821977, "loss_cls": 0.04587911284761503, "loss_rpn_cls": 0.0007136767175097702, "loss_rpn_loc": 0.0017723292621667497, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424778209999204, "total_loss": 0.05820463562918121}
{"data_time": 0.004165314603596926, "eta_seconds": 62581.52853116114, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.42810457516339867, "fast_rcnn/fg_cls_accuracy": 0.5718954248366013, "iteration": 123959, "loss_box_reg": 0.008125376189127564, "loss_cls": 0.04253362235613167, "loss_rpn_cls": 0.0007346701336246042, "loss_rpn_loc": 0.002647585959493881, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5387283160816878, "total_loss": 0.054432700540246515}
{"data_time": 0.003403386799618602, "eta_seconds": 62574.00470621744, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5482142857142858, "fast_rcnn/fg_cls_accuracy": 0.43392857142857144, "iteration": 123979, "loss_box_reg": 0.008590276702307165, "loss_cls": 0.047431496961507946, "loss_rpn_cls": 0.0012439898768548119, "loss_rpn_loc": 0.002068578049147618, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390781874302775, "total_loss": 0.059645883896052965}
{"data_time": 0.0037875839043408632, "eta_seconds": 62563.218037475366, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4464285714285714, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 123999, "loss_box_reg": 0.008907143143005669, "loss_cls": 0.045670430234167725, "loss_rpn_cls": 0.0006708275923870133, "loss_rpn_loc": 0.00227276281293598, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.541002715472132, "total_loss": 0.05734808766715105}
{"data_time": 0.003912113839760423, "eta_seconds": 62549.17021201644, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41559829059829057, "fast_rcnn/fg_cls_accuracy": 0.5844017094017094, "iteration": 124019, "loss_box_reg": 0.008013548911549151, "loss_cls": 0.04570650483947247, "loss_rpn_cls": 0.0007882864462089856, "loss_rpn_loc": 0.0020254987957741832, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5439563419204205, "total_loss": 0.05881370894576321}
{"data_time": 0.0037816104013472795, "eta_seconds": 62530.29058718588, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4650635208711434, "fast_rcnn/fg_cls_accuracy": 0.5349364791288567, "iteration": 124039, "loss_box_reg": 0.008519196315319277, "loss_cls": 0.043910720269195735, "loss_rpn_cls": 0.0007225371681442994, "loss_rpn_loc": 0.0024327745395567035, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371439419686794, "total_loss": 0.057081061646726994}
{"data_time": 0.003718647873029113, "eta_seconds": 62504.57871697191, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3294573643410853, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 124059, "loss_box_reg": 0.008880815177690238, "loss_cls": 0.04162746388465166, "loss_rpn_cls": 0.0007412699779933973, "loss_rpn_loc": 0.0023931879077281337, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5331604618113488, "total_loss": 0.054977929718006635}
{"data_time": 0.0038993211928755045, "eta_seconds": 62467.20893276809, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.44163292847503377, "fast_rcnn/fg_cls_accuracy": 0.5583670715249662, "iteration": 124079, "loss_box_reg": 0.00843734509544447, "loss_cls": 0.044075795100070536, "loss_rpn_cls": 0.0007168262833090466, "loss_rpn_loc": 0.001969314438611036, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5357639603316784, "total_loss": 0.056090526200364366}
{"data_time": 0.004228411708027124, "eta_seconds": 62450.3823586083, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4823747680890538, "fast_rcnn/fg_cls_accuracy": 0.5176252319109462, "iteration": 124099, "loss_box_reg": 0.00981567008420825, "loss_cls": 0.04773116763681173, "loss_rpn_cls": 0.0012684975262118314, "loss_rpn_loc": 0.0022525164276885334, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5369514357298613, "total_loss": 0.06004455728316316}
{"data_time": 0.003715437138453126, "eta_seconds": 62375.85681585339, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34408602150537637, "fast_rcnn/fg_cls_accuracy": 0.6559139784946236, "iteration": 124119, "loss_box_reg": 0.009069753694348037, "loss_cls": 0.046973640215583146, "loss_rpn_cls": 0.0010820568003566677, "loss_rpn_loc": 0.002656424061569851, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5297346580773592, "total_loss": 0.059903679430135526}
{"data_time": 0.003798016579821706, "eta_seconds": 62357.640572066884, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24621212121212122, "fast_rcnn/fg_cls_accuracy": 0.6905901116427433, "iteration": 124139, "loss_box_reg": 0.008825451688608155, "loss_cls": 0.04164235317148268, "loss_rpn_cls": 0.0008435963721069584, "loss_rpn_loc": 0.002329674429347506, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5424132312182337, "total_loss": 0.05464875873974506}
{"data_time": 0.004106457345187664, "eta_seconds": 62346.87635622686, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 124159, "loss_box_reg": 0.007866721716709435, "loss_cls": 0.047030217363499105, "loss_rpn_cls": 0.0010985439103023964, "loss_rpn_loc": 0.0023424459523084806, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377803051378578, "total_loss": 0.05956817416222293}
{"data_time": 0.003945086849853396, "eta_seconds": 62336.11214038683, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3693502824858757, "fast_rcnn/fg_cls_accuracy": 0.6306497175141244, "iteration": 124179, "loss_box_reg": 0.00815936125582084, "loss_cls": 0.04657333408249542, "loss_rpn_cls": 0.000924460070848454, "loss_rpn_loc": 0.002283199915837031, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5379478593822569, "total_loss": 0.05867768721526545}
{"data_time": 0.004408832173794508, "eta_seconds": 62332.794807886006, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36903499469777307, "fast_rcnn/fg_cls_accuracy": 0.5842898134863701, "iteration": 124199, "loss_box_reg": 0.00833229668205604, "loss_cls": 0.04381858365377411, "loss_rpn_cls": 0.0008636086214437455, "loss_rpn_loc": 0.0030175167848938145, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385856505017728, "total_loss": 0.055905427728703216}
{"data_time": 0.00377283594571054, "eta_seconds": 62328.53325537336, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3558558558558559, "fast_rcnn/fg_cls_accuracy": 0.6151586368977673, "iteration": 124219, "loss_box_reg": 0.008766045473748818, "loss_cls": 0.045968689024448395, "loss_rpn_cls": 0.000793928059067639, "loss_rpn_loc": 0.0027439955574664054, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379420949611813, "total_loss": 0.05985449317648772}
{"data_time": 0.0039379834197461605, "eta_seconds": 62317.76662988984, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38134788799240626, "fast_rcnn/fg_cls_accuracy": 0.616326530612245, "iteration": 124239, "loss_box_reg": 0.008412397670326754, "loss_cls": 0.04409087236854248, "loss_rpn_cls": 0.0008357409726613696, "loss_rpn_loc": 0.002470011275363504, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5418565315194428, "total_loss": 0.05657104481542774}
{"data_time": 0.0047231074422597885, "eta_seconds": 62295.847068216885, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.33384146341463417, "fast_rcnn/fg_cls_accuracy": 0.6661585365853658, "iteration": 124259, "loss_box_reg": 0.008448002219665796, "loss_cls": 0.04175992094678804, "loss_rpn_cls": 0.0007029185971418883, "loss_rpn_loc": 0.002320358877113904, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5322687430307269, "total_loss": 0.05361443342931693}
{"data_time": 0.0037279475945979357, "eta_seconds": 62261.96935583674, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.31582125603864736, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 124279, "loss_box_reg": 0.008630774187622592, "loss_cls": 0.04436596581945196, "loss_rpn_cls": 0.0006594872273808505, "loss_rpn_loc": 0.0021271617642923957, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.545473804930225, "total_loss": 0.05527726235220598}
{"data_time": 0.0037448720540851355, "eta_seconds": 62263.75566587644, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.37012012012012013, "fast_rcnn/fg_cls_accuracy": 0.5833333333333334, "iteration": 124299, "loss_box_reg": 0.008442216698313132, "loss_cls": 0.047720458591356874, "loss_rpn_cls": 0.0010086418625974147, "loss_rpn_loc": 0.001833710975915892, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5397466120775789, "total_loss": 0.06009148244152129}
{"data_time": 0.0037516264710575342, "eta_seconds": 62252.992793357465, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3563390847711928, "fast_rcnn/fg_cls_accuracy": 0.6189516129032258, "iteration": 124319, "loss_box_reg": 0.00849508261308074, "loss_cls": 0.04392632021335885, "loss_rpn_cls": 0.0005925117642391342, "loss_rpn_loc": 0.0026312946392863523, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5379213970154524, "total_loss": 0.056139926363130144}
{"data_time": 0.004039189079776406, "eta_seconds": 62282.77793318685, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.40018148820326677, "fast_rcnn/fg_cls_accuracy": 0.5998185117967332, "iteration": 124339, "loss_box_reg": 0.008270844904473051, "loss_cls": 0.04695598431862891, "loss_rpn_cls": 0.0010065906814133996, "loss_rpn_loc": 0.0023278532789845485, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403741027694196, "total_loss": 0.0598150170462759}
{"data_time": 0.0037450757808983326, "eta_seconds": 62246.67079195124, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4096467391304348, "fast_rcnn/fg_cls_accuracy": 0.5903532608695652, "iteration": 124359, "loss_box_reg": 0.008178771298844367, "loss_cls": 0.04681323413387872, "loss_rpn_cls": 0.0009934552605272984, "loss_rpn_loc": 0.0021018949446443003, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5361873868387192, "total_loss": 0.05902217980928981}
{"data_time": 0.0037835920229554176, "eta_seconds": 62242.4002515052, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4117647058823529, "fast_rcnn/fg_cls_accuracy": 0.5882352941176471, "iteration": 124379, "loss_box_reg": 0.008098799851723015, "loss_cls": 0.04238950298167765, "loss_rpn_cls": 0.0009699003815626384, "loss_rpn_loc": 0.002829199611369404, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5351178783457726, "total_loss": 0.055198142999955735}
{"data_time": 0.003997331950813532, "eta_seconds": 62209.94130328158, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36034618410700237, "fast_rcnn/fg_cls_accuracy": 0.6396538158929976, "iteration": 124399, "loss_box_reg": 0.009056113514816388, "loss_cls": 0.04397616186179221, "loss_rpn_cls": 0.0008374139674742764, "loss_rpn_loc": 0.001744823035551235, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5318024228326976, "total_loss": 0.05624031876311619}
{"data_time": 0.00395255908370018, "eta_seconds": 62209.729482133174, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3033367037411527, "fast_rcnn/fg_cls_accuracy": 0.6966632962588473, "iteration": 124419, "loss_box_reg": 0.008103018888505176, "loss_cls": 0.04321481945225969, "loss_rpn_cls": 0.000671962922297098, "loss_rpn_loc": 0.0025995063115260564, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377216076012701, "total_loss": 0.05574272981550621}
{"data_time": 0.004266936564818025, "eta_seconds": 62218.29221905139, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34248120300751883, "fast_rcnn/fg_cls_accuracy": 0.6202380952380953, "iteration": 124439, "loss_box_reg": 0.009913674148265272, "loss_cls": 0.04678970237728208, "loss_rpn_cls": 0.0005071364814739354, "loss_rpn_loc": 0.002132476285623852, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.542349929921329, "total_loss": 0.06070427648626264}
{"data_time": 0.004157152026891708, "eta_seconds": 62199.33374957112, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3298141891891892, "fast_rcnn/fg_cls_accuracy": 0.6701858108108107, "iteration": 124459, "loss_box_reg": 0.009268160036299378, "loss_cls": 0.04393065918702632, "loss_rpn_cls": 0.0015350383368968323, "loss_rpn_loc": 0.0022631929168710485, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5323666916228831, "total_loss": 0.05837742838309623}
{"data_time": 0.004203635733574629, "eta_seconds": 62196.75613257964, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5089285714285714, "fast_rcnn/fg_cls_accuracy": 0.4910714285714286, "iteration": 124479, "loss_box_reg": 0.009321682446170598, "loss_cls": 0.04465963377151638, "loss_rpn_cls": 0.0011891886167632038, "loss_rpn_loc": 0.002365459324209951, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5410786455031484, "total_loss": 0.05703480399881755}
{"data_time": 0.0037911999970674515, "eta_seconds": 62180.294559327886, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.47086247086247085, "fast_rcnn/fg_cls_accuracy": 0.5291375291375291, "iteration": 124499, "loss_box_reg": 0.009149717778200284, "loss_cls": 0.04546188487438485, "loss_rpn_cls": 0.0005739610610362433, "loss_rpn_loc": 0.002208853515185183, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542662077350542, "total_loss": 0.057468206272687894}
{"data_time": 0.00368106528185308, "eta_seconds": 62167.033873120556, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4482444140446876, "fast_rcnn/fg_cls_accuracy": 0.5517555859553123, "iteration": 124519, "loss_box_reg": 0.007754451042274013, "loss_cls": 0.04573047626763582, "loss_rpn_cls": 0.0010903907613055708, "loss_rpn_loc": 0.002159025521905278, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5411939781624824, "total_loss": 0.05836418643662}
{"data_time": 0.003634098917245865, "eta_seconds": 62145.14129257039, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41944444444444445, "fast_rcnn/fg_cls_accuracy": 0.5805555555555556, "iteration": 124539, "loss_box_reg": 0.009071936481632292, "loss_cls": 0.04338722163811326, "loss_rpn_cls": 0.000939530918572018, "loss_rpn_loc": 0.0021493758613360114, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5348061241675168, "total_loss": 0.055319660381684344}
{"data_time": 0.0038996825460344553, "eta_seconds": 62108.48146222625, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3747474747474747, "fast_rcnn/fg_cls_accuracy": 0.6252525252525253, "iteration": 124559, "loss_box_reg": 0.00929593012551777, "loss_cls": 0.04381971340626478, "loss_rpn_cls": 0.0008020137929634075, "loss_rpn_loc": 0.002281045133713633, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.531858712201938, "total_loss": 0.05735832435948396}
{"data_time": 0.003940816503018141, "eta_seconds": 62113.075450610835, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34136212624584716, "fast_rcnn/fg_cls_accuracy": 0.65, "iteration": 124579, "loss_box_reg": 0.008208627259591594, "loss_cls": 0.04590820265002549, "loss_rpn_cls": 0.0008922501051529252, "loss_rpn_loc": 0.0033567639184184372, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5374055441934615, "total_loss": 0.05835261680852}
{"data_time": 0.0035869034472852945, "eta_seconds": 62039.46740182978, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39148936170212767, "fast_rcnn/fg_cls_accuracy": 0.6085106382978723, "iteration": 124599, "loss_box_reg": 0.008481753204250708, "loss_cls": 0.044810812833020464, "loss_rpn_cls": 0.000997675803034781, "loss_rpn_loc": 0.002727783543377882, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.537119020242244, "total_loss": 0.058242943748155085}
{"data_time": 0.004372360883280635, "eta_seconds": 62091.54970557289, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2540106951871658, "fast_rcnn/fg_cls_accuracy": 0.6561264822134387, "iteration": 124619, "loss_box_reg": 0.008977576828328893, "loss_cls": 0.043013543414417654, "loss_rpn_cls": 0.0012308183307254694, "loss_rpn_loc": 0.003007554978466942, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5451854795683175, "total_loss": 0.05660565969787967}
{"data_time": 0.003738401923328638, "eta_seconds": 62068.276690131286, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3511627906976744, "fast_rcnn/fg_cls_accuracy": 0.6488372093023256, "iteration": 124639, "loss_box_reg": 0.00871928948618006, "loss_cls": 0.047085149213671684, "loss_rpn_cls": 0.0006210461342561757, "loss_rpn_loc": 0.0022731952340109274, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.535913817351684, "total_loss": 0.05842803740705449}
{"data_time": 0.0037671879399567842, "eta_seconds": 62070.02396053495, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.49, "fast_rcnn/fg_cls_accuracy": 0.51, "iteration": 124659, "loss_box_reg": 0.008900278917280957, "loss_cls": 0.04254343215143308, "loss_rpn_cls": 0.0010011977144586126, "loss_rpn_loc": 0.002057497398709529, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418757363222539, "total_loss": 0.056445472349558656}
{"data_time": 0.0042563839815557, "eta_seconds": 62059.26108801598, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20526315789473684, "fast_rcnn/fg_cls_accuracy": 0.7947368421052632, "iteration": 124679, "loss_box_reg": 0.009431363039766438, "loss_cls": 0.04530462314141914, "loss_rpn_cls": 0.00159407742876283, "loss_rpn_loc": 0.002086864195007365, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5343202699441463, "total_loss": 0.05767871001353342}
{"data_time": 0.004256431479007006, "eta_seconds": 62059.02370648668, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45596239485403267, "fast_rcnn/fg_cls_accuracy": 0.5341085271317829, "iteration": 124699, "loss_box_reg": 0.008255024411482736, "loss_cls": 0.04463609086815268, "loss_rpn_cls": 0.001543504120036232, "loss_rpn_loc": 0.0021511930408451008, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5386683810502291, "total_loss": 0.05763428775617285}
{"data_time": 0.004173510940745473, "eta_seconds": 62037.735342978034, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.47068511198945984, "fast_rcnn/fg_cls_accuracy": 0.5293148880105402, "iteration": 124719, "loss_box_reg": 0.008333509817020968, "loss_cls": 0.04772904561832547, "loss_rpn_cls": 0.0008342853275280504, "loss_rpn_loc": 0.0022390483536582906, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409664649050683, "total_loss": 0.060584612944012406}
{"data_time": 0.004430614411830902, "eta_seconds": 62037.494309965754, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34755067567567566, "fast_rcnn/fg_cls_accuracy": 0.6401137980085349, "iteration": 124739, "loss_box_reg": 0.008218925446271896, "loss_cls": 0.04336562397656962, "loss_rpn_cls": 0.0005234432186398408, "loss_rpn_loc": 0.002253517423014273, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5471091924700886, "total_loss": 0.05624224571499781}
{"data_time": 0.004272362217307091, "eta_seconds": 62016.20959794009, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.31414141414141417, "fast_rcnn/fg_cls_accuracy": 0.6252525252525253, "iteration": 124759, "loss_box_reg": 0.008202222641557455, "loss_cls": 0.04597829980775714, "loss_rpn_cls": 0.0007351331140625916, "loss_rpn_loc": 0.002398143205937231, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5349139147438109, "total_loss": 0.057463647616032176}
{"data_time": 0.003931878600269556, "eta_seconds": 61990.11913063098, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.19647153167602244, "fast_rcnn/fg_cls_accuracy": 0.8035284683239776, "iteration": 124779, "loss_box_reg": 0.008128910325467587, "loss_cls": 0.04493851662846282, "loss_rpn_cls": 0.0007913521654359101, "loss_rpn_loc": 0.002098339806252625, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5339338034391403, "total_loss": 0.05536129081968966}
{"data_time": 0.0037790529895573854, "eta_seconds": 61982.19106092886, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5053191489361701, "fast_rcnn/fg_cls_accuracy": 0.49468085106382975, "iteration": 124799, "loss_box_reg": 0.00870930976816453, "loss_cls": 0.048199791577644646, "loss_rpn_cls": 0.0010448747975715378, "loss_rpn_loc": 0.0025110350907198153, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5366565645672381, "total_loss": 0.05984316452429539}
{"data_time": 0.0039606650825589895, "eta_seconds": 61968.598706704564, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3472022955523673, "fast_rcnn/fg_cls_accuracy": 0.6527977044476327, "iteration": 124819, "loss_box_reg": 0.00880027181119658, "loss_cls": 0.04479896050179377, "loss_rpn_cls": 0.0011431380667090707, "loss_rpn_loc": 0.002554377353590098, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440808655694127, "total_loss": 0.05925838238567849}
{"data_time": 0.0043940984178334475, "eta_seconds": 61957.83849474136, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4866760168302945, "fast_rcnn/fg_cls_accuracy": 0.5133239831697054, "iteration": 124839, "loss_box_reg": 0.008652646210975945, "loss_cls": 0.04637197183910757, "loss_rpn_cls": 0.0006758926838870138, "loss_rpn_loc": 0.0022947847719478887, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5427751503884792, "total_loss": 0.05796204877492528}
{"data_time": 0.004522411385551095, "eta_seconds": 61949.90894997795, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5345864661654135, "fast_rcnn/fg_cls_accuracy": 0.46541353383458645, "iteration": 124859, "loss_box_reg": 0.007633658067788929, "loss_cls": 0.04110099113313481, "loss_rpn_cls": 0.0004163433679877926, "loss_rpn_loc": 0.0019533040940586943, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537457263097167, "total_loss": 0.053857015140536646}
{"data_time": 0.004032427677884698, "eta_seconds": 61936.318070814945, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3630434782608696, "fast_rcnn/fg_cls_accuracy": 0.6260869565217391, "iteration": 124879, "loss_box_reg": 0.008412308234255761, "loss_cls": 0.045585264917463064, "loss_rpn_cls": 0.0010433456007774566, "loss_rpn_loc": 0.0021892186159675475, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5316461243201047, "total_loss": 0.058221715989702716}
{"data_time": 0.0036776561755687, "eta_seconds": 61892.86887234589, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.28801843317972353, "fast_rcnn/fg_cls_accuracy": 0.7008928571428572, "iteration": 124899, "loss_box_reg": 0.009188101132167503, "loss_cls": 0.04326073650736362, "loss_rpn_cls": 0.0015398834777897719, "loss_rpn_loc": 0.002728557263253606, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.536009295610711, "total_loss": 0.05993887667432318}
{"data_time": 0.004138067131862044, "eta_seconds": 61863.329789694166, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.40959925442684064, "fast_rcnn/fg_cls_accuracy": 0.5904007455731594, "iteration": 124919, "loss_box_reg": 0.00837565361871384, "loss_cls": 0.04387483431492001, "loss_rpn_cls": 0.0010712546528566236, "loss_rpn_loc": 0.0028357110459182877, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.536602720618248, "total_loss": 0.056724887860333695}
{"data_time": 0.0038139685057103634, "eta_seconds": 61836.765698655974, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25595238095238093, "fast_rcnn/fg_cls_accuracy": 0.7099567099567099, "iteration": 124939, "loss_box_reg": 0.009346359001938254, "loss_cls": 0.043735330225899816, "loss_rpn_cls": 0.0007422643652716943, "loss_rpn_loc": 0.002009626623475924, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539513225434348, "total_loss": 0.05716523316095845}
{"data_time": 0.003864065743982792, "eta_seconds": 61797.925185921835, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.34547123623011017, "fast_rcnn/fg_cls_accuracy": 0.6545287637698899, "iteration": 124959, "loss_box_reg": 0.008142663515172899, "loss_cls": 0.04444769606925547, "loss_rpn_cls": 0.0008861291491939483, "loss_rpn_loc": 0.00222015731560532, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340879724826664, "total_loss": 0.05551296739361078}
{"data_time": 0.004222121089696884, "eta_seconds": 61799.81585379294, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2867647058823529, "fast_rcnn/fg_cls_accuracy": 0.7132352941176471, "iteration": 124979, "loss_box_reg": 0.009757231280673295, "loss_cls": 0.04634122719289735, "loss_rpn_cls": 0.00069609100779644, "loss_rpn_loc": 0.0025573708589945454, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.543581944424659, "total_loss": 0.059904575934240256}
{"data_time": 0.003630246501415968, "eta_seconds": 61782.38598983106, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3530950305143854, "fast_rcnn/fg_cls_accuracy": 0.6469049694856146, "iteration": 124999, "loss_box_reg": 0.008733322873013094, "loss_cls": 0.04462132684420794, "loss_rpn_cls": 0.000998130617631432, "loss_rpn_loc": 0.002279601809277665, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392348975874484, "total_loss": 0.05762950833695868}
{"data_time": 0.003860554890707135, "eta_seconds": 61813.77710473747, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3317669172932331, "fast_rcnn/fg_cls_accuracy": 0.668233082706767, "iteration": 125019, "loss_box_reg": 0.008777224429650232, "loss_cls": 0.04570322038489394, "loss_rpn_cls": 0.0005354615142323382, "loss_rpn_loc": 0.0026700679718487663, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5439177844673395, "total_loss": 0.05879525104842287}
{"data_time": 0.004328449489548802, "eta_seconds": 61817.58714897139, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.41346153846153844, "fast_rcnn/fg_cls_accuracy": 0.5865384615384616, "iteration": 125039, "loss_box_reg": 0.008489674131851643, "loss_cls": 0.04428741231095046, "loss_rpn_cls": 0.0005204029439482838, "loss_rpn_loc": 0.001968985696294112, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425161004532129, "total_loss": 0.05483031813838579}
{"data_time": 0.003676007501780987, "eta_seconds": 61839.476163146086, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4395448079658606, "fast_rcnn/fg_cls_accuracy": 0.5604551920341394, "iteration": 125059, "loss_box_reg": 0.008331455697771162, "loss_cls": 0.04668991937069222, "loss_rpn_cls": 0.0013967786216539935, "loss_rpn_loc": 0.0021816630105604418, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398165865335613, "total_loss": 0.05893340447482842}
{"data_time": 0.004204292548820376, "eta_seconds": 61855.066988614155, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41395663956639567, "fast_rcnn/fg_cls_accuracy": 0.5860433604336044, "iteration": 125079, "loss_box_reg": 0.008311873534694314, "loss_cls": 0.044732835376635194, "loss_rpn_cls": 0.0006432688740574122, "loss_rpn_loc": 0.0022984175411693286, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5422303455416113, "total_loss": 0.055250822710490866}
{"data_time": 0.0037954009603708982, "eta_seconds": 61846.44779261411, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2299139167862267, "fast_rcnn/fg_cls_accuracy": 0.7287581699346406, "iteration": 125099, "loss_box_reg": 0.008256522181909531, "loss_cls": 0.04287404770730063, "loss_rpn_cls": 0.0009553350047326603, "loss_rpn_loc": 0.003221893124646158, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5459812311455607, "total_loss": 0.055757633282752295}
{"data_time": 0.004022546112537384, "eta_seconds": 61851.2077765204, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18007202881152462, "fast_rcnn/fg_cls_accuracy": 0.7831632653061225, "iteration": 125119, "loss_box_reg": 0.008329557778779417, "loss_cls": 0.03902423463296145, "loss_rpn_cls": 0.0006203987553590196, "loss_rpn_loc": 0.0020449645217013313, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5370674619916826, "total_loss": 0.051904907017586766}
{"data_time": 0.0040312460623681545, "eta_seconds": 61856.51371852029, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4232909379968204, "fast_rcnn/fg_cls_accuracy": 0.5620031796502385, "iteration": 125139, "loss_box_reg": 0.0076221004710532725, "loss_cls": 0.042710043664556, "loss_rpn_cls": 0.0008754413934752847, "loss_rpn_loc": 0.002229371606517816, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5454757038969547, "total_loss": 0.053344806504412645}
{"data_time": 0.003805269720032811, "eta_seconds": 61845.74304549489, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39570339570339574, "fast_rcnn/fg_cls_accuracy": 0.5615615615615616, "iteration": 125159, "loss_box_reg": 0.008814989792881534, "loss_cls": 0.04764424590393901, "loss_rpn_cls": 0.0005163041454920858, "loss_rpn_loc": 0.0018758621536107967, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5342508389148861, "total_loss": 0.05844635056570269}
{"data_time": 0.0037727265153080225, "eta_seconds": 61849.80008702306, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3153153153153153, "fast_rcnn/fg_cls_accuracy": 0.6846846846846847, "iteration": 125179, "loss_box_reg": 0.008774277346674353, "loss_cls": 0.0464588567847386, "loss_rpn_cls": 0.0011377413436548522, "loss_rpn_loc": 0.0025831076945905806, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5394075305666775, "total_loss": 0.0586292807981863}
{"data_time": 0.0038083940744400024, "eta_seconds": 61818.43300550245, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.37468671679197996, "fast_rcnn/fg_cls_accuracy": 0.62531328320802, "iteration": 125199, "loss_box_reg": 0.008430083660641685, "loss_cls": 0.049298934172838926, "loss_rpn_cls": 0.0007859691390876833, "loss_rpn_loc": 0.0025318991174572147, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370320884976536, "total_loss": 0.06247346832196854}
{"data_time": 0.003928559832274914, "eta_seconds": 61797.36840553954, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.42485168094924197, "fast_rcnn/fg_cls_accuracy": 0.5507580751483191, "iteration": 125219, "loss_box_reg": 0.008943064924096689, "loss_cls": 0.045282742532435805, "loss_rpn_cls": 0.0007050988185710594, "loss_rpn_loc": 0.0021407276253739838, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5332894898019731, "total_loss": 0.06116392594651643}
{"data_time": 0.003955490421503782, "eta_seconds": 61771.09159300779, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45789779326364694, "fast_rcnn/fg_cls_accuracy": 0.5421022067363531, "iteration": 125239, "loss_box_reg": 0.00816127288271673, "loss_cls": 0.04500965875922702, "loss_rpn_cls": 0.0008794940617917746, "loss_rpn_loc": 0.002105606115947012, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5344149130396545, "total_loss": 0.058203966554970066}
{"data_time": 0.004036060534417629, "eta_seconds": 61797.470810593106, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2848024316109422, "fast_rcnn/fg_cls_accuracy": 0.7151975683890577, "iteration": 125259, "loss_box_reg": 0.008484100049827248, "loss_cls": 0.04302207275759429, "loss_rpn_cls": 0.0009034953964146553, "loss_rpn_loc": 0.0016912756491365144, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400424911640584, "total_loss": 0.05409333468827526}
{"data_time": 0.003972318023443222, "eta_seconds": 61765.06478295103, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4078309078309078, "fast_rcnn/fg_cls_accuracy": 0.5921690921690922, "iteration": 125279, "loss_box_reg": 0.00896978986565955, "loss_cls": 0.042622436536476016, "loss_rpn_cls": 0.0006705056899818373, "loss_rpn_loc": 0.001771750723492005, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5354328183457255, "total_loss": 0.054753384160704854}
{"data_time": 0.004048805683851242, "eta_seconds": 61744.72254709457, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.26318681318681314, "fast_rcnn/fg_cls_accuracy": 0.7368131868131869, "iteration": 125299, "loss_box_reg": 0.008291955105960369, "loss_cls": 0.043448814074508846, "loss_rpn_cls": 0.0007698693393081157, "loss_rpn_loc": 0.002203279449531692, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5372655962128192, "total_loss": 0.05402309549833717}
{"data_time": 0.003859203541651368, "eta_seconds": 61753.81499729119, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.26278772378516624, "fast_rcnn/fg_cls_accuracy": 0.7372122762148338, "iteration": 125319, "loss_box_reg": 0.008154693437973037, "loss_cls": 0.043176954379305243, "loss_rpn_cls": 0.0007063481299667274, "loss_rpn_loc": 0.0021050756840850227, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440001308452338, "total_loss": 0.054467638086634906}
{"data_time": 0.0039662818890064955, "eta_seconds": 61723.1901375961, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3901533894111826, "fast_rcnn/fg_cls_accuracy": 0.5589285714285714, "iteration": 125339, "loss_box_reg": 0.007754090533126146, "loss_cls": 0.04306106106378138, "loss_rpn_cls": 0.0010357836334833337, "loss_rpn_loc": 0.002042512793195783, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5456588808447123, "total_loss": 0.0544843644725006}
{"data_time": 0.004765855614095926, "eta_seconds": 61757.94892792497, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3708791208791209, "fast_rcnn/fg_cls_accuracy": 0.6291208791208791, "iteration": 125359, "loss_box_reg": 0.008205305726733059, "loss_cls": 0.04577207437250763, "loss_rpn_cls": 0.001052482636282548, "loss_rpn_loc": 0.0026723806531663286, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431385133415461, "total_loss": 0.05874723872921095}
{"data_time": 0.0037140287458896637, "eta_seconds": 61768.45006838045, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38585607940446653, "fast_rcnn/fg_cls_accuracy": 0.5818858560794045, "iteration": 125379, "loss_box_reg": 0.009328843210823834, "loss_cls": 0.04819145752117038, "loss_rpn_cls": 0.0006635683202489417, "loss_rpn_loc": 0.0024909475905587897, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5433045760728419, "total_loss": 0.0595078626108716}
{"data_time": 0.004297363338992, "eta_seconds": 61768.89935038262, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4911080711354309, "fast_rcnn/fg_cls_accuracy": 0.508891928864569, "iteration": 125399, "loss_box_reg": 0.009217904298566282, "loss_cls": 0.04344250913709402, "loss_rpn_cls": 0.001344485747949875, "loss_rpn_loc": 0.0028953035616723355, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.542885143077001, "total_loss": 0.05819915118479457}
{"data_time": 0.003603415098041296, "eta_seconds": 61754.05621051765, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4216374269005848, "fast_rcnn/fg_cls_accuracy": 0.5783625730994152, "iteration": 125419, "loss_box_reg": 0.008026872179470956, "loss_cls": 0.043736075167544186, "loss_rpn_cls": 0.0006869685797141756, "loss_rpn_loc": 0.002670860189027735, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5347387336660177, "total_loss": 0.05580353116351944}
{"data_time": 0.003783206921070814, "eta_seconds": 61747.3397132589, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39473684210526316, "fast_rcnn/fg_cls_accuracy": 0.6052631578947368, "iteration": 125439, "loss_box_reg": 0.008369529678020626, "loss_cls": 0.04395690083038062, "loss_rpn_cls": 0.0013657921964522757, "loss_rpn_loc": 0.003588789762943634, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5438041524030268, "total_loss": 0.057921663673482726}
{"data_time": 0.004165268735960126, "eta_seconds": 61742.28549486096, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45341394025604553, "fast_rcnn/fg_cls_accuracy": 0.5465860597439545, "iteration": 125459, "loss_box_reg": 0.00936113772331737, "loss_cls": 0.04765881854109466, "loss_rpn_cls": 0.0008423582624459414, "loss_rpn_loc": 0.0020044235134264454, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5377557845786214, "total_loss": 0.05964477212756947}
{"data_time": 0.0038183426950126886, "eta_seconds": 61715.46974798967, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 125479, "loss_box_reg": 0.008000709436601028, "loss_cls": 0.044671270065009594, "loss_rpn_cls": 0.000707280536005328, "loss_rpn_loc": 0.002226055426945095, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5346320804674178, "total_loss": 0.05597772321971206}
{"data_time": 0.0034419980365782976, "eta_seconds": 61710.93977326504, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21994134897360704, "fast_rcnn/fg_cls_accuracy": 0.7459677419354839, "iteration": 125499, "loss_box_reg": 0.008800452953437343, "loss_cls": 0.04444201712612994, "loss_rpn_cls": 0.0010115909135492984, "loss_rpn_loc": 0.0022200623934622854, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422244216315448, "total_loss": 0.05795411631504521}
{"data_time": 0.004073539050295949, "eta_seconds": 61693.91371206683, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43714644877435577, "fast_rcnn/fg_cls_accuracy": 0.5628535512256443, "iteration": 125519, "loss_box_reg": 0.007758380437735468, "loss_cls": 0.04676251718774438, "loss_rpn_cls": 0.0015079516845162289, "loss_rpn_loc": 0.0023426857569575077, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388847400899976, "total_loss": 0.059352489417278775}
{"data_time": 0.004141163779422641, "eta_seconds": 61689.381554638734, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.36231884057971014, "fast_rcnn/fg_cls_accuracy": 0.6376811594202898, "iteration": 125539, "loss_box_reg": 0.008066835318459198, "loss_cls": 0.04753700993023813, "loss_rpn_cls": 0.0009593634739530899, "loss_rpn_loc": 0.002609947177916183, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394637763965875, "total_loss": 0.060285593320031694}
{"data_time": 0.004106493666768074, "eta_seconds": 61695.18601840362, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1844532279314888, "fast_rcnn/fg_cls_accuracy": 0.8155467720685112, "iteration": 125559, "loss_box_reg": 0.007809946226188913, "loss_cls": 0.046470449946355075, "loss_rpn_cls": 0.0006897305997881631, "loss_rpn_loc": 0.0025019667682499858, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431226980872452, "total_loss": 0.05775696992188273}
{"data_time": 0.003872475354000926, "eta_seconds": 61684.40401090309, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3195695695695696, "fast_rcnn/fg_cls_accuracy": 0.6804304304304305, "iteration": 125579, "loss_box_reg": 0.008930342533858493, "loss_cls": 0.04555962805170566, "loss_rpn_cls": 0.000957325415242849, "loss_rpn_loc": 0.002921043796959566, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.539139200001955, "total_loss": 0.05792286175744721}
{"data_time": 0.003928486490622163, "eta_seconds": 61683.8825593919, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3917576961271102, "fast_rcnn/fg_cls_accuracy": 0.6015037593984962, "iteration": 125599, "loss_box_reg": 0.008316552004544064, "loss_cls": 0.043844784842804074, "loss_rpn_cls": 0.0009319500100559708, "loss_rpn_loc": 0.0025020276443683542, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383352264761925, "total_loss": 0.05644351363457645}
{"data_time": 0.003916135057806969, "eta_seconds": 61666.19105182844, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4822880371660859, "fast_rcnn/fg_cls_accuracy": 0.5177119628339141, "iteration": 125619, "loss_box_reg": 0.008566981472540647, "loss_cls": 0.04400411417009309, "loss_rpn_cls": 0.0011449123865077127, "loss_rpn_loc": 0.0021877801409573294, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.543428280390799, "total_loss": 0.06124510028587338}
{"data_time": 0.0036072859074920416, "eta_seconds": 61669.9966929364, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4825783972125436, "fast_rcnn/fg_cls_accuracy": 0.5174216027874564, "iteration": 125639, "loss_box_reg": 0.008510011597536504, "loss_cls": 0.04516909341327846, "loss_rpn_cls": 0.0010875447030684882, "loss_rpn_loc": 0.002008061794185778, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408497685566545, "total_loss": 0.058250236414096435}
{"data_time": 0.003846238600090146, "eta_seconds": 61659.211548229214, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3012995896032832, "fast_rcnn/fg_cls_accuracy": 0.6987004103967168, "iteration": 125659, "loss_box_reg": 0.008359042985830456, "loss_cls": 0.04486747659393586, "loss_rpn_cls": 0.0009162575790924166, "loss_rpn_loc": 0.0021590388805634575, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5383584019728005, "total_loss": 0.05569754321936671}
{"data_time": 0.004135926486924291, "eta_seconds": 61653.699902387336, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34939353099730464, "fast_rcnn/fg_cls_accuracy": 0.6506064690026954, "iteration": 125679, "loss_box_reg": 0.009560818027239293, "loss_cls": 0.045060394098982215, "loss_rpn_cls": 0.0010347128429089025, "loss_rpn_loc": 0.0020770071459992323, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384831726551056, "total_loss": 0.059806078743207536}
{"data_time": 0.0037290514446794987, "eta_seconds": 61637.64125881484, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3582317073170732, "fast_rcnn/fg_cls_accuracy": 0.6417682926829269, "iteration": 125699, "loss_box_reg": 0.008284265000838786, "loss_cls": 0.04212860995903611, "loss_rpn_cls": 0.0009681282372184796, "loss_rpn_loc": 0.002527562937757466, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.53670804342255, "total_loss": 0.05323013067550164}
{"data_time": 0.0038747454527765512, "eta_seconds": 61614.61097801733, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.41209349593495936, "fast_rcnn/fg_cls_accuracy": 0.5879065040650406, "iteration": 125719, "loss_box_reg": 0.00858770462218672, "loss_cls": 0.04464572528377175, "loss_rpn_cls": 0.0008881972264589422, "loss_rpn_loc": 0.0024966691744339187, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538522757589817, "total_loss": 0.05761175503172922}
{"data_time": 0.004111849004402757, "eta_seconds": 61593.99366065953, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4888003982080637, "fast_rcnn/fg_cls_accuracy": 0.5111996017919362, "iteration": 125739, "loss_box_reg": 0.008279533736640587, "loss_cls": 0.045465634495485574, "loss_rpn_cls": 0.0013879029909844576, "loss_rpn_loc": 0.002796471228066366, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5344851082190871, "total_loss": 0.05866471480874225}
{"data_time": 0.0036932863295078278, "eta_seconds": 61593.04497457738, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3612938596491228, "fast_rcnn/fg_cls_accuracy": 0.6324404761904763, "iteration": 125759, "loss_box_reg": 0.00871127494610846, "loss_cls": 0.04446652403566986, "loss_rpn_cls": 0.001384665560465237, "loss_rpn_loc": 0.0022667629273200873, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405971631407738, "total_loss": 0.05670406306518316}
{"data_time": 0.003915012115612626, "eta_seconds": 61584.58662060532, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3345959595959596, "fast_rcnn/fg_cls_accuracy": 0.6615079365079365, "iteration": 125779, "loss_box_reg": 0.008132198068778962, "loss_cls": 0.04278124816482887, "loss_rpn_cls": 0.0007211719309765385, "loss_rpn_loc": 0.0022992240919847973, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414408610668033, "total_loss": 0.05743671064760747}
{"data_time": 0.004003098467364907, "eta_seconds": 61573.8032118415, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3262471655328798, "fast_rcnn/fg_cls_accuracy": 0.6737528344671202, "iteration": 125799, "loss_box_reg": 0.007996945118065923, "loss_cls": 0.0458907934371382, "loss_rpn_cls": 0.000704078604485403, "loss_rpn_loc": 0.0019413467125559691, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5353031598497182, "total_loss": 0.05739344970606908}
{"data_time": 0.004561803303658962, "eta_seconds": 61563.01980307768, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3294573643410853, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 125819, "loss_box_reg": 0.008671412069816142, "loss_cls": 0.047155662294244394, "loss_rpn_cls": 0.000798345899454489, "loss_rpn_loc": 0.001900115119497059, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414483644999564, "total_loss": 0.05971557290362739}
{"data_time": 0.0038033784367144108, "eta_seconds": 61549.912967697484, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4295665634674922, "fast_rcnn/fg_cls_accuracy": 0.5704334365325078, "iteration": 125839, "loss_box_reg": 0.008371013653231785, "loss_cls": 0.04494470206554979, "loss_rpn_cls": 0.000952730181552397, "loss_rpn_loc": 0.002305690162756946, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5385284766089171, "total_loss": 0.05746232377279625}
{"data_time": 0.004096547374501824, "eta_seconds": 61541.27841094276, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.26236559139784943, "fast_rcnn/fg_cls_accuracy": 0.7376344086021505, "iteration": 125859, "loss_box_reg": 0.008519989205524325, "loss_cls": 0.047234380268491805, "loss_rpn_cls": 0.0008591151942027864, "loss_rpn_loc": 0.0024117543343891157, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5369739350862801, "total_loss": 0.05944760386989856}
{"data_time": 0.0037793833762407303, "eta_seconds": 61530.49503276823, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3509852216748769, "fast_rcnn/fg_cls_accuracy": 0.6490147783251232, "iteration": 125879, "loss_box_reg": 0.007770443815388717, "loss_cls": 0.04260766413062811, "loss_rpn_cls": 0.001042919678184262, "loss_rpn_loc": 0.002908386493800208, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5379162174649537, "total_loss": 0.05425409356740829}
{"data_time": 0.0035623155999928713, "eta_seconds": 61517.56396253756, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.278494623655914, "fast_rcnn/fg_cls_accuracy": 0.721505376344086, "iteration": 125899, "loss_box_reg": 0.0083467130898498, "loss_cls": 0.04825295973569155, "loss_rpn_cls": 0.0010496434325375503, "loss_rpn_loc": 0.0021487269550561905, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5249848493840545, "total_loss": 0.060171921681785534}
{"data_time": 0.0038674615789204836, "eta_seconds": 61510.57618170767, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28928571428571426, "fast_rcnn/fg_cls_accuracy": 0.6763513513513514, "iteration": 125919, "loss_box_reg": 0.008920358086470515, "loss_cls": 0.04327004705555737, "loss_rpn_cls": 0.000643028040030913, "loss_rpn_loc": 0.0021942626608506544, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406468845903873, "total_loss": 0.057222311711939255}
{"data_time": 0.004087519366294146, "eta_seconds": 61499.79251463222, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3256756756756757, "fast_rcnn/fg_cls_accuracy": 0.6185031185031185, "iteration": 125939, "loss_box_reg": 0.008103104133624583, "loss_cls": 0.044814738095737994, "loss_rpn_cls": 0.0007297475725636104, "loss_rpn_loc": 0.0017412746456102468, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391961249988526, "total_loss": 0.056792385352025576}
{"data_time": 0.004038498038426042, "eta_seconds": 61485.21495737764, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26136363636363635, "fast_rcnn/fg_cls_accuracy": 0.702922077922078, "iteration": 125959, "loss_box_reg": 0.008403702639043331, "loss_cls": 0.04600084968842566, "loss_rpn_cls": 0.0009318922705006116, "loss_rpn_loc": 0.002385252319072606, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5349428299814463, "total_loss": 0.05851598670017211}
{"data_time": 0.0038326142821460962, "eta_seconds": 61474.43195565767, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.42853246044735405, "fast_rcnn/fg_cls_accuracy": 0.571467539552646, "iteration": 125979, "loss_box_reg": 0.008481004886562005, "loss_cls": 0.04640642297454178, "loss_rpn_cls": 0.0008229164529893751, "loss_rpn_loc": 0.0025458790369157214, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442345482297242, "total_loss": 0.05641021795861434}
{"data_time": 0.004089330788701773, "eta_seconds": 61463.64895393769, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3619047619047619, "fast_rcnn/fg_cls_accuracy": 0.638095238095238, "iteration": 125999, "loss_box_reg": 0.008074653596850112, "loss_cls": 0.0408513912698254, "loss_rpn_cls": 0.001074733811265105, "loss_rpn_loc": 0.0022877107294334564, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387526284903288, "total_loss": 0.056025307756272014}
{"data_time": 0.004319855710491538, "eta_seconds": 61446.395072866, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 126019, "loss_box_reg": 0.008620700100436807, "loss_cls": 0.04529912211000919, "loss_rpn_cls": 0.0011690027957342863, "loss_rpn_loc": 0.0019884709145117085, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5379505818709731, "total_loss": 0.05782680707397958}
{"data_time": 0.004456473747268319, "eta_seconds": 61442.082950497745, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4222222222222222, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 126039, "loss_box_reg": 0.009245119465049356, "loss_cls": 0.04600259684957564, "loss_rpn_cls": 0.0009690541847930945, "loss_rpn_loc": 0.0025992266600951552, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5579855814576149, "total_loss": 0.058610920964042634}
{"data_time": 0.003570357570424676, "eta_seconds": 61424.83134028851, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38230769230769235, "fast_rcnn/fg_cls_accuracy": 0.6176923076923078, "iteration": 126059, "loss_box_reg": 0.008933995180996135, "loss_cls": 0.043910772481467575, "loss_rpn_cls": 0.0008988740554229935, "loss_rpn_loc": 0.002800051330268616, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5394404658582062, "total_loss": 0.05698818995142574}
{"data_time": 0.004153779707849026, "eta_seconds": 61400.686903123045, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6570723684210527, "iteration": 126079, "loss_box_reg": 0.007970610458869487, "loss_cls": 0.04346284945495427, "loss_rpn_cls": 0.0011032521200036172, "loss_rpn_loc": 0.0022611046624660958, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.538621220504865, "total_loss": 0.055754904651507786}
{"data_time": 0.004091260023415089, "eta_seconds": 61371.70183339063, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34891304347826085, "fast_rcnn/fg_cls_accuracy": 0.6442687747035574, "iteration": 126099, "loss_box_reg": 0.008889355754945427, "loss_cls": 0.04324229515623301, "loss_rpn_cls": 0.0009201810909189589, "loss_rpn_loc": 0.0020625445213227067, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5362515347078443, "total_loss": 0.05509576651036241}
{"data_time": 0.003815420437604189, "eta_seconds": 61384.35242839414, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.34672830725462306, "fast_rcnn/fg_cls_accuracy": 0.6273546273546273, "iteration": 126119, "loss_box_reg": 0.009283685561968014, "loss_cls": 0.04725838266313076, "loss_rpn_cls": 0.0011954037101986614, "loss_rpn_loc": 0.0020964173272659536, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539596188114956, "total_loss": 0.0606127361900235}
{"data_time": 0.003911551786586642, "eta_seconds": 61381.703875133535, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46442360728075016, "fast_rcnn/fg_cls_accuracy": 0.5355763927192498, "iteration": 126139, "loss_box_reg": 0.009041290250024758, "loss_cls": 0.047014669980853796, "loss_rpn_cls": 0.0009047377187130223, "loss_rpn_loc": 0.002320824612979777, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433079893700778, "total_loss": 0.061930872031325634}
{"data_time": 0.003960808971896768, "eta_seconds": 61370.92200884479, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2806896551724138, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 126159, "loss_box_reg": 0.008675858698552474, "loss_cls": 0.04628824768587947, "loss_rpn_cls": 0.0008871746049408102, "loss_rpn_loc": 0.0018978927510033827, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369423739612103, "total_loss": 0.058396928398309456}
{"data_time": 0.004076797049492598, "eta_seconds": 61350.9388040537, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2871376811594203, "fast_rcnn/fg_cls_accuracy": 0.7128623188405797, "iteration": 126179, "loss_box_reg": 0.008415777498157695, "loss_cls": 0.04584328376222402, "loss_rpn_cls": 0.00073006929346775, "loss_rpn_loc": 0.0021020048152422532, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379880662076175, "total_loss": 0.05549635933539321}
{"data_time": 0.004115374991670251, "eta_seconds": 61350.03051541885, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45178571428571423, "fast_rcnn/fg_cls_accuracy": 0.5482142857142858, "iteration": 126199, "loss_box_reg": 0.008142012899043038, "loss_cls": 0.04526492941658944, "loss_rpn_cls": 0.0006774431166149952, "loss_rpn_loc": 0.00200872225650528, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381079660728574, "total_loss": 0.054748011891092574}
{"data_time": 0.004008223069831729, "eta_seconds": 61348.821175575955, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39556277056277056, "fast_rcnn/fg_cls_accuracy": 0.5817099567099567, "iteration": 126219, "loss_box_reg": 0.009237226215191185, "loss_cls": 0.044053412799257785, "loss_rpn_cls": 0.0010802782506971198, "loss_rpn_loc": 0.0021325528068700805, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5408389659132808, "total_loss": 0.05758458928835353}
{"data_time": 0.0035728260409086943, "eta_seconds": 61355.85142483539, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4641047297297297, "fast_rcnn/fg_cls_accuracy": 0.5341591591591592, "iteration": 126239, "loss_box_reg": 0.008795306144747883, "loss_cls": 0.04774716985411942, "loss_rpn_cls": 0.0014658004351986165, "loss_rpn_loc": 0.002767149457213236, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5449411435984075, "total_loss": 0.060740052835285496}
{"data_time": 0.004139255965128541, "eta_seconds": 61336.168661416275, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3106469002695418, "fast_rcnn/fg_cls_accuracy": 0.6893530997304582, "iteration": 126259, "loss_box_reg": 0.008294661762192845, "loss_cls": 0.04351744765881449, "loss_rpn_cls": 0.0009781540927633614, "loss_rpn_loc": 0.002528796865590266, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.534879784565419, "total_loss": 0.05667478558734729}
{"data_time": 0.004117173841223121, "eta_seconds": 61334.27782705589, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3847826086956522, "fast_rcnn/fg_cls_accuracy": 0.6152173913043478, "iteration": 126279, "loss_box_reg": 0.008685973501997069, "loss_cls": 0.044268347322940826, "loss_rpn_cls": 0.0006845425988899478, "loss_rpn_loc": 0.00202057858768967, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5389830647036433, "total_loss": 0.05564581459336182}
{"data_time": 0.0036957559641450644, "eta_seconds": 61323.49102816614, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4460227272727273, "fast_rcnn/fg_cls_accuracy": 0.54858934169279, "iteration": 126299, "loss_box_reg": 0.00917125417618081, "loss_cls": 0.04382656060624868, "loss_rpn_cls": 0.0008908607918556299, "loss_rpn_loc": 0.0017779765694285743, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5377059164457023, "total_loss": 0.056202386967640905}
{"data_time": 0.004029195522889495, "eta_seconds": 61294.902840198716, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.44222972972972974, "fast_rcnn/fg_cls_accuracy": 0.5577702702702703, "iteration": 126319, "loss_box_reg": 0.00850180204724893, "loss_cls": 0.04672883718740195, "loss_rpn_cls": 0.0013043849849054823, "loss_rpn_loc": 0.002208436890214216, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5321611524559557, "total_loss": 0.05973038874469694}
{"data_time": 0.003956252709031105, "eta_seconds": 61287.19516224344, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2557603686635945, "fast_rcnn/fg_cls_accuracy": 0.7442396313364055, "iteration": 126339, "loss_box_reg": 0.008643787848995999, "loss_cls": 0.044434969167923555, "loss_rpn_cls": 0.0009494274054304697, "loss_rpn_loc": 0.0020500962928053923, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416718989145011, "total_loss": 0.055931446607473845}
{"data_time": 0.004265750991180539, "eta_seconds": 61263.7746399655, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.20606060606060606, "fast_rcnn/fg_cls_accuracy": 0.7313513513513514, "iteration": 126359, "loss_box_reg": 0.008247821679105982, "loss_cls": 0.04449264844879508, "loss_rpn_cls": 0.000771592359569695, "loss_rpn_loc": 0.0024006474486668594, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382318370975554, "total_loss": 0.05695244319304038}
{"data_time": 0.0037809184286743402, "eta_seconds": 61260.91057840502, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.454375, "fast_rcnn/fg_cls_accuracy": 0.545625, "iteration": 126379, "loss_box_reg": 0.009299888770328835, "loss_cls": 0.04463410074822605, "loss_rpn_cls": 0.0009339413181805867, "loss_rpn_loc": 0.002298157833138248, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5457292289938778, "total_loss": 0.05892104421423028}
{"data_time": 0.004246458411216736, "eta_seconds": 61234.691126931226, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4291666666666667, "fast_rcnn/fg_cls_accuracy": 0.5066860465116279, "iteration": 126399, "loss_box_reg": 0.009203523746691644, "loss_cls": 0.04660550458356738, "loss_rpn_cls": 0.001107324749284544, "loss_rpn_loc": 0.0024652479878568556, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5370887641329318, "total_loss": 0.06155707014914924}
{"data_time": 0.0040141630452126265, "eta_seconds": 61221.575810291804, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35049627791563276, "fast_rcnn/fg_cls_accuracy": 0.6059139784946237, "iteration": 126419, "loss_box_reg": 0.008128075569402426, "loss_cls": 0.048257135320454836, "loss_rpn_cls": 0.0006887916799200866, "loss_rpn_loc": 0.002537729347750428, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366014845203608, "total_loss": 0.061921057352492426}
{"data_time": 0.004170626401901245, "eta_seconds": 61228.56044388143, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4749552772808587, "fast_rcnn/fg_cls_accuracy": 0.5250447227191413, "iteration": 126439, "loss_box_reg": 0.008061854430707172, "loss_cls": 0.04000365093816072, "loss_rpn_cls": 0.0010659906483851955, "loss_rpn_loc": 0.0025864359995466657, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5470735493581742, "total_loss": 0.05151755961969684}
{"data_time": 0.0038663826417177916, "eta_seconds": 61222.628250917885, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.31527093596059114, "fast_rcnn/fg_cls_accuracy": 0.6742160278745645, "iteration": 126459, "loss_box_reg": 0.008428415487287566, "loss_cls": 0.04413878312334418, "loss_rpn_cls": 0.000800677803454164, "loss_rpn_loc": 0.002577963110525161, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5469307948369533, "total_loss": 0.05708730969817566}
{"data_time": 0.004002257017418742, "eta_seconds": 61217.5310803724, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.5975806451612904, "iteration": 126479, "loss_box_reg": 0.00825064827222377, "loss_cls": 0.04741624015150592, "loss_rpn_cls": 0.0009801695455280424, "loss_rpn_loc": 0.001980301360163139, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5369940360542387, "total_loss": 0.05939698519398462}
{"data_time": 0.0038576782681047916, "eta_seconds": 61197.84983651969, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3876050420168067, "fast_rcnn/fg_cls_accuracy": 0.6123949579831933, "iteration": 126499, "loss_box_reg": 0.008771549124503508, "loss_cls": 0.045954870991408825, "loss_rpn_cls": 0.0009313562031820766, "loss_rpn_loc": 0.002124196929798927, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363048769067973, "total_loss": 0.058912452536617366}
{"data_time": 0.003920815186575055, "eta_seconds": 61190.275552817155, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 126519, "loss_box_reg": 0.009143286908511072, "loss_cls": 0.0457264973083511, "loss_rpn_cls": 0.0009784249737094797, "loss_rpn_loc": 0.002397808915702626, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.543311067391187, "total_loss": 0.05908599828376282}
{"data_time": 0.0037964710500091314, "eta_seconds": 61185.17537645134, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.36879432624113473, "fast_rcnn/fg_cls_accuracy": 0.5772841051314143, "iteration": 126539, "loss_box_reg": 0.008894065424101427, "loss_cls": 0.04458106856327504, "loss_rpn_cls": 0.0010546604539740656, "loss_rpn_loc": 0.002302355471329065, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416615733411163, "total_loss": 0.05797249709780772}
{"data_time": 0.003655126551166177, "eta_seconds": 61165.49883529334, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4277546777546778, "fast_rcnn/fg_cls_accuracy": 0.5722453222453222, "iteration": 126559, "loss_box_reg": 0.008852844825014472, "loss_cls": 0.04454256210010499, "loss_rpn_cls": 0.0009303471944974717, "loss_rpn_loc": 0.0023371874958684202, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5316036290023476, "total_loss": 0.056495057545049576}
{"data_time": 0.0036303666420280933, "eta_seconds": 61153.86258966895, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46886446886446886, "fast_rcnn/fg_cls_accuracy": 0.5311355311355311, "iteration": 126579, "loss_box_reg": 0.008457112504402176, "loss_cls": 0.04405414283974096, "loss_rpn_cls": 0.0009804366015941923, "loss_rpn_loc": 0.0022831763672002126, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377882122993469, "total_loss": 0.05695740261592164}
{"data_time": 0.003774318378418684, "eta_seconds": 61124.55356497038, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32575757575757575, "fast_rcnn/fg_cls_accuracy": 0.6742424242424242, "iteration": 126599, "loss_box_reg": 0.008360080391867086, "loss_cls": 0.046326445415616035, "loss_rpn_cls": 0.000709556756874008, "loss_rpn_loc": 0.002624744756758446, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5315095824189484, "total_loss": 0.056910481464399254}
{"data_time": 0.004183841636404395, "eta_seconds": 61092.702028749045, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 126619, "loss_box_reg": 0.009172113932436332, "loss_cls": 0.0462381518445909, "loss_rpn_cls": 0.0010696209833440662, "loss_rpn_loc": 0.002225762993475655, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5384617790114135, "total_loss": 0.05991394613965895}
{"data_time": 0.003909884952008724, "eta_seconds": 61067.23920945148, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2886996904024768, "fast_rcnn/fg_cls_accuracy": 0.7113003095975232, "iteration": 126639, "loss_box_reg": 0.00884438247885555, "loss_cls": 0.044795700698159635, "loss_rpn_cls": 0.000853116349389893, "loss_rpn_loc": 0.002690522682314622, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355801242403686, "total_loss": 0.0565338343849362}
{"data_time": 0.0037296635564416647, "eta_seconds": 61071.14896358689, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4166666666666667, "fast_rcnn/fg_cls_accuracy": 0.5833333333333334, "iteration": 126659, "loss_box_reg": 0.00848750231671147, "loss_cls": 0.045742234447970986, "loss_rpn_cls": 0.0007554978815278446, "loss_rpn_loc": 0.0019217878980271053, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5403755374718457, "total_loss": 0.05730190829149251}
{"data_time": 0.0045992189552634954, "eta_seconds": 61060.37243100582, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3141891891891892, "fast_rcnn/fg_cls_accuracy": 0.5945945945945945, "iteration": 126679, "loss_box_reg": 0.007969424943439662, "loss_cls": 0.04389020841335878, "loss_rpn_cls": 0.001162371237626303, "loss_rpn_loc": 0.0023986919659364503, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378604747820646, "total_loss": 0.055481455208109764}
{"data_time": 0.004072630545124412, "eta_seconds": 61049.59589842474, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.42366757000903343, "fast_rcnn/fg_cls_accuracy": 0.575925925925926, "iteration": 126699, "loss_box_reg": 0.007963241805555299, "loss_cls": 0.043040990247391164, "loss_rpn_cls": 0.0006332479626962595, "loss_rpn_loc": 0.0020228868052072357, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340021189767867, "total_loss": 0.0544064239737736}
{"data_time": 0.004275410203263164, "eta_seconds": 61032.40523864585, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48237367802585196, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 126719, "loss_box_reg": 0.009085182595299557, "loss_cls": 0.044391322997398674, "loss_rpn_cls": 0.0005743528765123074, "loss_rpn_loc": 0.0024757559076533653, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5330513387452811, "total_loss": 0.05898778552204931}
{"data_time": 0.004213201580569148, "eta_seconds": 61038.688129798975, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3590909090909091, "fast_rcnn/fg_cls_accuracy": 0.6409090909090909, "iteration": 126739, "loss_box_reg": 0.00849262747215107, "loss_cls": 0.04778425919357687, "loss_rpn_cls": 0.0011736689919530363, "loss_rpn_loc": 0.0025638397273723967, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5420997554901987, "total_loss": 0.06013081666571907}
{"data_time": 0.004402315942570567, "eta_seconds": 61042.65894926945, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23076923076923075, "fast_rcnn/fg_cls_accuracy": 0.7692307692307692, "iteration": 126759, "loss_box_reg": 0.009907397354254499, "loss_cls": 0.04592328399303369, "loss_rpn_cls": 0.000559780564231005, "loss_rpn_loc": 0.0023847114698583027, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5418308111838996, "total_loss": 0.05890428502641498}
{"data_time": 0.004025522153824568, "eta_seconds": 61027.53131964896, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.31534090909090906, "fast_rcnn/fg_cls_accuracy": 0.6846590909090908, "iteration": 126779, "loss_box_reg": 0.0087525378621649, "loss_cls": 0.04599831847008318, "loss_rpn_cls": 0.0007744804027538521, "loss_rpn_loc": 0.002206944600402494, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5376343103125691, "total_loss": 0.058859146608540414}
{"data_time": 0.003834632458165288, "eta_seconds": 61021.09691468859, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.48528174936921786, "fast_rcnn/fg_cls_accuracy": 0.5147182506307821, "iteration": 126799, "loss_box_reg": 0.008380706363823265, "loss_cls": 0.04486534371972084, "loss_rpn_cls": 0.0008020068945029379, "loss_rpn_loc": 0.0020807179316761903, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394918955862522, "total_loss": 0.055859429065094446}
{"data_time": 0.004107514163479209, "eta_seconds": 60984.936702938285, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3879598662207358, "fast_rcnn/fg_cls_accuracy": 0.581989247311828, "iteration": 126819, "loss_box_reg": 0.009263167885364965, "loss_cls": 0.04569257446564734, "loss_rpn_cls": 0.000994706454775951, "loss_rpn_loc": 0.001959061632078374, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5365545775275677, "total_loss": 0.058824988814592416}
{"data_time": 0.0037661788519471884, "eta_seconds": 60999.534880107734, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3583333333333333, "fast_rcnn/fg_cls_accuracy": 0.6416666666666666, "iteration": 126839, "loss_box_reg": 0.008054012316279113, "loss_cls": 0.044296130537986755, "loss_rpn_cls": 0.0006498113293673669, "loss_rpn_loc": 0.0020412374979059678, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5472989464178681, "total_loss": 0.056235213226727865}
{"data_time": 0.004044868052005768, "eta_seconds": 61003.20425180439, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5192307692307692, "fast_rcnn/fg_cls_accuracy": 0.4807692307692308, "iteration": 126859, "loss_box_reg": 0.008738393895328045, "loss_cls": 0.04436972981784493, "loss_rpn_cls": 0.0007362772878423129, "loss_rpn_loc": 0.002127553932950832, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402979690115899, "total_loss": 0.055565838121538036}
{"data_time": 0.0037825265899300575, "eta_seconds": 60992.42068011034, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4400921658986175, "fast_rcnn/fg_cls_accuracy": 0.5276497695852534, "iteration": 126879, "loss_box_reg": 0.009067083447007462, "loss_cls": 0.045654782792553306, "loss_rpn_cls": 0.0008203532876223107, "loss_rpn_loc": 0.002373857922066236, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5343625107780099, "total_loss": 0.05816466773939055}
{"data_time": 0.00369153986684978, "eta_seconds": 60996.024165496, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.323509485094851, "fast_rcnn/fg_cls_accuracy": 0.676490514905149, "iteration": 126899, "loss_box_reg": 0.00837294480879791, "loss_cls": 0.04342537373304367, "loss_rpn_cls": 0.001003702015395902, "loss_rpn_loc": 0.0020774991389771458, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385990280192345, "total_loss": 0.05662489531414394}
{"data_time": 0.0036765108816325665, "eta_seconds": 60970.85353672225, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36802232854864436, "fast_rcnn/fg_cls_accuracy": 0.6319776714513556, "iteration": 126919, "loss_box_reg": 0.008414754323894158, "loss_cls": 0.04103637859225273, "loss_rpn_cls": 0.0008050814644775528, "loss_rpn_loc": 0.0022210194438230246, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379594729747623, "total_loss": 0.05339263742132516}
{"data_time": 0.004328154027462006, "eta_seconds": 60960.069965028204, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.47689969604863225, "fast_rcnn/fg_cls_accuracy": 0.5231003039513678, "iteration": 126939, "loss_box_reg": 0.008679230813868344, "loss_cls": 0.04528422397561371, "loss_rpn_cls": 0.0004951705621465408, "loss_rpn_loc": 0.0018506472588342149, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5384574274066836, "total_loss": 0.05710626235310201}
{"data_time": 0.003961725626140833, "eta_seconds": 60971.380063125864, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44294871794871793, "fast_rcnn/fg_cls_accuracy": 0.5452702702702703, "iteration": 126959, "loss_box_reg": 0.009316990268416703, "loss_cls": 0.04477289132773876, "loss_rpn_cls": 0.0009437758587864664, "loss_rpn_loc": 0.002243938608444296, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404398089740425, "total_loss": 0.05802638265913629}
{"data_time": 0.004104378866031766, "eta_seconds": 60942.10686378344, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41017441860465115, "fast_rcnn/fg_cls_accuracy": 0.5679505813953488, "iteration": 126979, "loss_box_reg": 0.00920554596814327, "loss_cls": 0.046929140808060765, "loss_rpn_cls": 0.0007588214887732647, "loss_rpn_loc": 0.0017384006205247715, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5344071188010275, "total_loss": 0.05897483431095907}
{"data_time": 0.003798150923103094, "eta_seconds": 60935.19684220618, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4355509355509356, "fast_rcnn/fg_cls_accuracy": 0.5644490644490645, "iteration": 126999, "loss_box_reg": 0.00809133893926628, "loss_cls": 0.04402746492996812, "loss_rpn_cls": 0.0008158880287965076, "loss_rpn_loc": 0.001913562775371247, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5450126635842025, "total_loss": 0.05606815055432435}
{"data_time": 0.0037238786462694407, "eta_seconds": 60931.30747068464, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4736842105263158, "fast_rcnn/fg_cls_accuracy": 0.5263157894736843, "iteration": 127019, "loss_box_reg": 0.008662116510095075, "loss_cls": 0.04769625322660431, "loss_rpn_cls": 0.0009145887208887871, "loss_rpn_loc": 0.0018315683846594766, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5412149124313146, "total_loss": 0.0603144809603009}
{"data_time": 0.004329603398218751, "eta_seconds": 60913.627051906195, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5941722972972974, "fast_rcnn/fg_cls_accuracy": 0.40582770270270274, "iteration": 127039, "loss_box_reg": 0.008564269475755282, "loss_cls": 0.04391037195455283, "loss_rpn_cls": 0.0008287926968364445, "loss_rpn_loc": 0.0017336875753244385, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5383666078560054, "total_loss": 0.05500402174311603}
{"data_time": 0.00414036656729877, "eta_seconds": 60895.36853486393, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23333333333333334, "fast_rcnn/fg_cls_accuracy": 0.6814814814814815, "iteration": 127059, "loss_box_reg": 0.00888742133975029, "loss_cls": 0.04475263215135783, "loss_rpn_cls": 0.001004710019117283, "loss_rpn_loc": 0.002648594989295816, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352132809348404, "total_loss": 0.05851253124109235}
{"data_time": 0.003923672484233975, "eta_seconds": 60878.4195347887, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3627976190476191, "fast_rcnn/fg_cls_accuracy": 0.6166112956810631, "iteration": 127079, "loss_box_reg": 0.008596708459663205, "loss_cls": 0.043438281514681876, "loss_rpn_cls": 0.0005790926623490122, "loss_rpn_loc": 0.0020844556238444056, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5355923569295555, "total_loss": 0.05563140082932705}
{"data_time": 0.004602880449965596, "eta_seconds": 60881.27236645622, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3831738437001595, "fast_rcnn/fg_cls_accuracy": 0.6168261562998405, "iteration": 127099, "loss_box_reg": 0.009204978327034041, "loss_cls": 0.046254685148596764, "loss_rpn_cls": 0.0008159122368169847, "loss_rpn_loc": 0.0018033020314760506, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5423338122200221, "total_loss": 0.05974023656381178}
{"data_time": 0.0036727236583828926, "eta_seconds": 60870.48747130623, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5232683982683983, "fast_rcnn/fg_cls_accuracy": 0.47673160173160173, "iteration": 127119, "loss_box_reg": 0.008939171675592661, "loss_cls": 0.046183256403310224, "loss_rpn_cls": 0.0008189483054366065, "loss_rpn_loc": 0.001875436095360783, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.536368309520185, "total_loss": 0.0587207214063028}
{"data_time": 0.0034229164011776447, "eta_seconds": 60846.07209567563, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4152027027027027, "fast_rcnn/fg_cls_accuracy": 0.5847972972972972, "iteration": 127139, "loss_box_reg": 0.007995933861820959, "loss_cls": 0.04563406063243747, "loss_rpn_cls": 0.00074913264325005, "loss_rpn_loc": 0.0024979909303510794, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5388568348716944, "total_loss": 0.05708796399972016}
{"data_time": 0.0040625655092298985, "eta_seconds": 60828.63270818931, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.40540540540540543, "fast_rcnn/fg_cls_accuracy": 0.5597972972972973, "iteration": 127159, "loss_box_reg": 0.00857817122596316, "loss_cls": 0.04582122899591923, "loss_rpn_cls": 0.0011451528824295565, "loss_rpn_loc": 0.002320459549082443, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5364386420696974, "total_loss": 0.05866869598378344}
{"data_time": 0.004185965517535806, "eta_seconds": 60824.50713626691, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47689969604863225, "fast_rcnn/fg_cls_accuracy": 0.5231003039513678, "iteration": 127179, "loss_box_reg": 0.007830092421500012, "loss_cls": 0.044051930541172624, "loss_rpn_cls": 0.0005540225706681667, "loss_rpn_loc": 0.0020074064304935746, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413813858758658, "total_loss": 0.05624266589128979}
{"data_time": 0.0038950922898948193, "eta_seconds": 60813.724656562554, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3667262969588551, "fast_rcnn/fg_cls_accuracy": 0.6332737030411449, "iteration": 127199, "loss_box_reg": 0.008141375321429223, "loss_cls": 0.042843149742111564, "loss_rpn_cls": 0.0009395385177413118, "loss_rpn_loc": 0.0020762554049724713, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5404557967558503, "total_loss": 0.0566446016671307}
{"data_time": 0.004260447109118104, "eta_seconds": 60783.305292843375, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.44466403162055335, "fast_rcnn/fg_cls_accuracy": 0.5340909090909091, "iteration": 127219, "loss_box_reg": 0.008470250584650785, "loss_cls": 0.044919475505594164, "loss_rpn_cls": 0.0012858828107482623, "loss_rpn_loc": 0.002185418061344535, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5368148260749876, "total_loss": 0.05742914480640593}
{"data_time": 0.003877351526170969, "eta_seconds": 60756.55042109988, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4149797570850202, "fast_rcnn/fg_cls_accuracy": 0.5747863247863247, "iteration": 127239, "loss_box_reg": 0.008641209482448176, "loss_cls": 0.04069352545775473, "loss_rpn_cls": 0.0008387326311094512, "loss_rpn_loc": 0.00291874768663547, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5390105908736587, "total_loss": 0.054879384546438814}
{"data_time": 0.0041842281352728605, "eta_seconds": 60727.71141033131, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4024844720496894, "fast_rcnn/fg_cls_accuracy": 0.5975155279503106, "iteration": 127259, "loss_box_reg": 0.00923732458613813, "loss_cls": 0.04545323085039854, "loss_rpn_cls": 0.0007750441035341282, "loss_rpn_loc": 0.002507970830265549, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5312976087443531, "total_loss": 0.05706356484756725}
{"data_time": 0.00392258889041841, "eta_seconds": 60712.299165565055, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.33333333333333337, "fast_rcnn/fg_cls_accuracy": 0.6388888888888888, "iteration": 127279, "loss_box_reg": 0.008413793373620138, "loss_cls": 0.0446072937338613, "loss_rpn_cls": 0.0005487828766490566, "loss_rpn_loc": 0.0016262262106465641, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.535135657992214, "total_loss": 0.058127896705855164}
{"data_time": 0.004091659560799599, "eta_seconds": 60690.48581577279, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.40361057382333976, "fast_rcnn/fg_cls_accuracy": 0.5963894261766602, "iteration": 127299, "loss_box_reg": 0.008696550416061655, "loss_cls": 0.045522973174229264, "loss_rpn_cls": 0.0007335817931561905, "loss_rpn_loc": 0.0020075979591638315, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536075312178582, "total_loss": 0.05886317524729634}
{"data_time": 0.003944344585761428, "eta_seconds": 60695.39253179892, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2944444444444444, "fast_rcnn/fg_cls_accuracy": 0.6928571428571428, "iteration": 127319, "loss_box_reg": 0.0085429668542929, "loss_cls": 0.043599704455118626, "loss_rpn_cls": 0.0013123310300215962, "loss_rpn_loc": 0.0023878905376477633, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5435710940510035, "total_loss": 0.05584859621342275}
{"data_time": 0.003882058896124363, "eta_seconds": 60673.49986003316, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4593406593406594, "fast_rcnn/fg_cls_accuracy": 0.5406593406593406, "iteration": 127339, "loss_box_reg": 0.008516873756889254, "loss_cls": 0.04515018203528598, "loss_rpn_cls": 0.0010252407396365015, "loss_rpn_loc": 0.0019964602433901746, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5412039603106678, "total_loss": 0.05790947578304895}
{"data_time": 0.0042742236983031034, "eta_seconds": 60658.17528481968, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38461538461538464, "fast_rcnn/fg_cls_accuracy": 0.5897435897435898, "iteration": 127359, "loss_box_reg": 0.007677158893784508, "loss_cls": 0.04427993937861174, "loss_rpn_cls": 0.0017157607467197522, "loss_rpn_loc": 0.0018130184671463212, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5371834745164961, "total_loss": 0.05499401844008389}
{"data_time": 0.0038502973038703203, "eta_seconds": 60645.028563757194, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3258341759352882, "fast_rcnn/fg_cls_accuracy": 0.6741658240647118, "iteration": 127379, "loss_box_reg": 0.008498018811224028, "loss_cls": 0.04131798597518355, "loss_rpn_cls": 0.0007916027184364793, "loss_rpn_loc": 0.0020035931665915996, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.539338287897408, "total_loss": 0.054059029843955386}
{"data_time": 0.004324869252741337, "eta_seconds": 60641.18690353888, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.41666666666666663, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 127399, "loss_box_reg": 0.008162805286701769, "loss_cls": 0.0466312225908041, "loss_rpn_cls": 0.0010387539820158054, "loss_rpn_loc": 0.0022630722469330067, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443264900241047, "total_loss": 0.05806199517849109}
{"data_time": 0.0044149772729724646, "eta_seconds": 60623.489053874044, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.48533724340175954, "fast_rcnn/fg_cls_accuracy": 0.5146627565982405, "iteration": 127419, "loss_box_reg": 0.008122854225803167, "loss_cls": 0.046319357701577246, "loss_rpn_cls": 0.0007284116818482289, "loss_rpn_loc": 0.0024768963830865687, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330231268890202, "total_loss": 0.05831468780036175}
{"data_time": 0.0036870797630399466, "eta_seconds": 60596.59504222055, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30729166666666663, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 127439, "loss_box_reg": 0.008838540205033496, "loss_cls": 0.04576186870690435, "loss_rpn_cls": 0.0008765525786316175, "loss_rpn_loc": 0.0018005216243182076, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396954659372568, "total_loss": 0.058817702113856285}
{"data_time": 0.004057731479406357, "eta_seconds": 60578.36286701518, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4264354066985646, "fast_rcnn/fg_cls_accuracy": 0.5735645933014355, "iteration": 127459, "loss_box_reg": 0.008363119442947209, "loss_cls": 0.045898773008957505, "loss_rpn_cls": 0.001087807758949566, "loss_rpn_loc": 0.0020090701727895066, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5365691494662315, "total_loss": 0.056382345251449806}
{"data_time": 0.00385905965231359, "eta_seconds": 60575.06126229954, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2258632840028189, "fast_rcnn/fg_cls_accuracy": 0.7568366592756837, "iteration": 127479, "loss_box_reg": 0.008778388728387654, "loss_cls": 0.04410252353409305, "loss_rpn_cls": 0.0011578096740549881, "loss_rpn_loc": 0.002314599718374666, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.544649304356426, "total_loss": 0.05948577979751235}
{"data_time": 0.00462690694257617, "eta_seconds": 60568.30789899407, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3944186046511628, "fast_rcnn/fg_cls_accuracy": 0.6055813953488373, "iteration": 127499, "loss_box_reg": 0.007970748090883717, "loss_cls": 0.0456561497412622, "loss_rpn_cls": 0.0010112011057117343, "loss_rpn_loc": 0.0027235594352532644, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5468149150256068, "total_loss": 0.05783410747471862}
{"data_time": 0.0036224699579179287, "eta_seconds": 60552.34923820547, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34375, "fast_rcnn/fg_cls_accuracy": 0.65625, "iteration": 127519, "loss_box_reg": 0.008131330425385386, "loss_cls": 0.04231542377965525, "loss_rpn_cls": 0.0011275370274574925, "loss_rpn_loc": 0.0023844589995860588, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382527729962021, "total_loss": 0.05560660979972454}
{"data_time": 0.004450588021427393, "eta_seconds": 60545.39560382394, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29563492063492064, "fast_rcnn/fg_cls_accuracy": 0.7043650793650793, "iteration": 127539, "loss_box_reg": 0.008700723701622337, "loss_cls": 0.04336643242277205, "loss_rpn_cls": 0.0008348411694214519, "loss_rpn_loc": 0.002421125929686241, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5440433740150183, "total_loss": 0.056064417640982356}
{"data_time": 0.004474068060517311, "eta_seconds": 60534.62824525451, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.39767441860465114, "fast_rcnn/fg_cls_accuracy": 0.5999446290143964, "iteration": 127559, "loss_box_reg": 0.008918305858969688, "loss_cls": 0.046612276462838054, "loss_rpn_cls": 0.000697420548590344, "loss_rpn_loc": 0.0018135587379219942, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5353711100760847, "total_loss": 0.05945251440857646}
{"data_time": 0.00414302246645093, "eta_seconds": 60534.41165824211, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2966183574879227, "fast_rcnn/fg_cls_accuracy": 0.7033816425120774, "iteration": 127579, "loss_box_reg": 0.00855403911555186, "loss_cls": 0.04324453743174672, "loss_rpn_cls": 0.0009284099039632565, "loss_rpn_loc": 0.0027137015349580906, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5467230894137174, "total_loss": 0.05689101875202596}
{"data_time": 0.0037680601235479116, "eta_seconds": 60535.40109615843, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.47244805781391147, "fast_rcnn/fg_cls_accuracy": 0.5275519421860886, "iteration": 127599, "loss_box_reg": 0.008248459605965763, "loss_cls": 0.04276788062998094, "loss_rpn_cls": 0.0012785613492951597, "loss_rpn_loc": 0.002268316364279599, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5292087304405868, "total_loss": 0.055444704631668174}
{"data_time": 0.004318154416978359, "eta_seconds": 60538.78171841637, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.42719780219780223, "fast_rcnn/fg_cls_accuracy": 0.5728021978021978, "iteration": 127619, "loss_box_reg": 0.008316015882883221, "loss_cls": 0.04642957713804208, "loss_rpn_cls": 0.0008116187873810077, "loss_rpn_loc": 0.0021550897326960694, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5369690889492631, "total_loss": 0.058367405888702706}
{"data_time": 0.0038255718536674976, "eta_seconds": 60539.500593144214, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34879032258064513, "fast_rcnn/fg_cls_accuracy": 0.6512096774193548, "iteration": 127639, "loss_box_reg": 0.008644961533718742, "loss_cls": 0.04624996962957084, "loss_rpn_cls": 0.0008264790151315538, "loss_rpn_loc": 0.0019742664007935673, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541545141953975, "total_loss": 0.05971425562569266}
{"data_time": 0.004286565817892551, "eta_seconds": 60490.779545750935, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.45990990990990993, "fast_rcnn/fg_cls_accuracy": 0.54009009009009, "iteration": 127659, "loss_box_reg": 0.008099634113023058, "loss_cls": 0.04423233738634735, "loss_rpn_cls": 0.0009790111636789334, "loss_rpn_loc": 0.0019178773800376803, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5361213064752519, "total_loss": 0.05608134325098035}
{"data_time": 0.004039359278976917, "eta_seconds": 60480.010409007315, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4112554112554112, "fast_rcnn/fg_cls_accuracy": 0.5595238095238095, "iteration": 127679, "loss_box_reg": 0.008345770125743002, "loss_cls": 0.04549522267188877, "loss_rpn_cls": 0.0009635546028903264, "loss_rpn_loc": 0.00245191514477483, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390660627745092, "total_loss": 0.057130949393467745}
{"data_time": 0.004079181235283613, "eta_seconds": 60515.378430352546, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.25416666666666665, "fast_rcnn/fg_cls_accuracy": 0.6476190476190475, "iteration": 127699, "loss_box_reg": 0.008316373190609738, "loss_cls": 0.04478612495586276, "loss_rpn_cls": 0.0007598054291975131, "loss_rpn_loc": 0.00219925160126877, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.542656319681555, "total_loss": 0.056479197346050114}
{"data_time": 0.0037225987762212753, "eta_seconds": 60496.39702475793, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 127719, "loss_box_reg": 0.007860348123358563, "loss_cls": 0.0432017837301828, "loss_rpn_cls": 0.0008036626685452575, "loss_rpn_loc": 0.0018858282219298417, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5358561268076301, "total_loss": 0.05501770565604147}
{"data_time": 0.0038018927443772554, "eta_seconds": 60489.61752400361, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4357284113381674, "fast_rcnn/fg_cls_accuracy": 0.5642715886618326, "iteration": 127739, "loss_box_reg": 0.008336329134181142, "loss_cls": 0.044652810669504106, "loss_rpn_cls": 0.0008176292776624905, "loss_rpn_loc": 0.002346266457607271, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414887310471386, "total_loss": 0.056990112547396166}
{"data_time": 0.004259072709828615, "eta_seconds": 60463.364793486195, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.424812030075188, "fast_rcnn/fg_cls_accuracy": 0.5266805266805267, "iteration": 127759, "loss_box_reg": 0.008541704213712364, "loss_cls": 0.04578664351720363, "loss_rpn_cls": 0.0011497946338749898, "loss_rpn_loc": 0.001981214249099139, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5394503669813275, "total_loss": 0.06007716392309703}
{"data_time": 0.003432256169617176, "eta_seconds": 60452.5909470676, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3069073783359498, "fast_rcnn/fg_cls_accuracy": 0.6214285714285714, "iteration": 127779, "loss_box_reg": 0.008823929820209742, "loss_cls": 0.04499424947425723, "loss_rpn_cls": 0.0007931275665669091, "loss_rpn_loc": 0.0026669443723221775, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5384695534594357, "total_loss": 0.05681905215618599}
{"data_time": 0.003781245555728674, "eta_seconds": 60434.85387185449, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37412587412587417, "fast_rcnn/fg_cls_accuracy": 0.6258741258741258, "iteration": 127799, "loss_box_reg": 0.009181200788589194, "loss_cls": 0.04443891393020749, "loss_rpn_cls": 0.0007364575717474509, "loss_rpn_loc": 0.0021057364501757547, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540180926444009, "total_loss": 0.05656336362721959}
{"data_time": 0.0037538926117122173, "eta_seconds": 60446.51110768877, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.596875, "fast_rcnn/fg_cls_accuracy": 0.403125, "iteration": 127819, "loss_box_reg": 0.008630230120616034, "loss_cls": 0.04523522488307208, "loss_rpn_cls": 0.0009318822424120299, "loss_rpn_loc": 0.0025572917802492157, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5413215656299144, "total_loss": 0.05850200803752159}
{"data_time": 0.004230898572131991, "eta_seconds": 60431.7416721785, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4241741741741742, "fast_rcnn/fg_cls_accuracy": 0.5758258258258259, "iteration": 127839, "loss_box_reg": 0.008627823801361956, "loss_cls": 0.04529173986520618, "loss_rpn_cls": 0.0008349768700099958, "loss_rpn_loc": 0.0025453663402004167, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540420580888167, "total_loss": 0.05785544455443414}
{"data_time": 0.0035644874442368746, "eta_seconds": 60385.82921765442, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.265625, "fast_rcnn/fg_cls_accuracy": 0.6047979797979798, "iteration": 127859, "loss_box_reg": 0.008204588462831452, "loss_cls": 0.04591209231875837, "loss_rpn_cls": 0.000951284325111601, "loss_rpn_loc": 0.002529909077566117, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5284031068440527, "total_loss": 0.057440087676468465}
{"data_time": 0.0036568152718245983, "eta_seconds": 60375.059592054924, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6477203647416414, "iteration": 127879, "loss_box_reg": 0.008182333054719493, "loss_cls": 0.04232199862599373, "loss_rpn_cls": 0.0007465636995789282, "loss_rpn_loc": 0.001975326598767424, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5311595604289323, "total_loss": 0.05503245550687552}
{"data_time": 0.0036356644704937935, "eta_seconds": 60364.28996645543, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.35238095238095235, "fast_rcnn/fg_cls_accuracy": 0.6476190476190475, "iteration": 127899, "loss_box_reg": 0.00836841863929294, "loss_cls": 0.043765810900367796, "loss_rpn_cls": 0.0007714076598404063, "loss_rpn_loc": 0.002688958265935071, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5362263058777899, "total_loss": 0.056935047590059185}
{"data_time": 0.003924350021407008, "eta_seconds": 60353.52034085593, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.39657282741738065, "fast_rcnn/fg_cls_accuracy": 0.6034271725826194, "iteration": 127919, "loss_box_reg": 0.008453327493043616, "loss_cls": 0.0462594972923398, "loss_rpn_cls": 0.0008788018712380108, "loss_rpn_loc": 0.0021113881721248617, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5397651796229184, "total_loss": 0.05737747418464778}
{"data_time": 0.0037580591160804033, "eta_seconds": 60344.37982586352, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.26794258373205737, "fast_rcnn/fg_cls_accuracy": 0.7320574162679425, "iteration": 127939, "loss_box_reg": 0.009077167458599433, "loss_cls": 0.04394516831962392, "loss_rpn_cls": 0.0008418557208074162, "loss_rpn_loc": 0.001699769953120267, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5412122220732272, "total_loss": 0.05764792051877521}
{"data_time": 0.0036639098543673754, "eta_seconds": 60347.072983798105, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.373546511627907, "fast_rcnn/fg_cls_accuracy": 0.626453488372093, "iteration": 127959, "loss_box_reg": 0.008886908442946151, "loss_cls": 0.04458346765022725, "loss_rpn_cls": 0.0006858987023861118, "loss_rpn_loc": 0.001750186975186807, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415110068861395, "total_loss": 0.05600541473233989}
{"data_time": 0.003930248785763979, "eta_seconds": 60355.17359478865, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.371007371007371, "fast_rcnn/fg_cls_accuracy": 0.628992628992629, "iteration": 127979, "loss_box_reg": 0.00862133118789643, "loss_cls": 0.046116485027596354, "loss_rpn_cls": 0.0005714407894856777, "loss_rpn_loc": 0.0026116884600924095, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541428439784795, "total_loss": 0.057737664552860224}
{"data_time": 0.003965637180954218, "eta_seconds": 60344.39790565986, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.42080745341614906, "fast_rcnn/fg_cls_accuracy": 0.579192546583851, "iteration": 127999, "loss_box_reg": 0.008291501580970362, "loss_cls": 0.04408212588168681, "loss_rpn_cls": 0.0006714031591172898, "loss_rpn_loc": 0.0020964571958757006, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442424274515361, "total_loss": 0.05800841824395775}
{"data_time": 0.0036033059004694223, "eta_seconds": 60301.30016044853, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5060975609756098, "fast_rcnn/fg_cls_accuracy": 0.49390243902439024, "iteration": 128019, "loss_box_reg": 0.007938041788293049, "loss_cls": 0.04241548723075539, "loss_rpn_cls": 0.0005737983137805713, "loss_rpn_loc": 0.002599531268060673, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5336759388446808, "total_loss": 0.057057777912973506}
{"data_time": 0.0040040400344878435, "eta_seconds": 60318.0827656379, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.41346153846153844, "fast_rcnn/fg_cls_accuracy": 0.5865384615384616, "iteration": 128039, "loss_box_reg": 0.00934706354746595, "loss_cls": 0.04751528461929411, "loss_rpn_cls": 0.0010885884405524848, "loss_rpn_loc": 0.0026945764238917036, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.543651120737195, "total_loss": 0.061566298841853495}
{"data_time": 0.004305690061300993, "eta_seconds": 60312.0708382735, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2792207792207792, "fast_rcnn/fg_cls_accuracy": 0.7207792207792207, "iteration": 128059, "loss_box_reg": 0.00859787774970755, "loss_cls": 0.0464023930253461, "loss_rpn_cls": 0.0011412104281589563, "loss_rpn_loc": 0.002298665127455024, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5352806251030415, "total_loss": 0.05783904020904629}
{"data_time": 0.0034691605251282454, "eta_seconds": 60301.29514914472, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.20869565217391306, "fast_rcnn/fg_cls_accuracy": 0.7285136501516684, "iteration": 128079, "loss_box_reg": 0.008449598448351026, "loss_cls": 0.045708975521847606, "loss_rpn_cls": 0.0011400400539969269, "loss_rpn_loc": 0.0021844916554982774, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5336189907975495, "total_loss": 0.05866923634903287}
{"data_time": 0.0037202818784862757, "eta_seconds": 60290.51946001593, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35053981106612686, "fast_rcnn/fg_cls_accuracy": 0.6494601889338731, "iteration": 128099, "loss_box_reg": 0.00891497073462233, "loss_cls": 0.04602373103261925, "loss_rpn_cls": 0.002213201170661705, "loss_rpn_loc": 0.002461187708831858, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5413507111370564, "total_loss": 0.06016908445403146}
{"data_time": 0.0036696039605885744, "eta_seconds": 60283.179859231925, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4391025641025641, "fast_rcnn/fg_cls_accuracy": 0.5608974358974359, "iteration": 128119, "loss_box_reg": 0.00824771070620045, "loss_cls": 0.04297416773624718, "loss_rpn_cls": 0.0006179854568131304, "loss_rpn_loc": 0.002286777686094865, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426524870563298, "total_loss": 0.05424722810658977}
{"data_time": 0.003627100493758917, "eta_seconds": 60271.188207446365, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3697478991596639, "fast_rcnn/fg_cls_accuracy": 0.5897565922920893, "iteration": 128139, "loss_box_reg": 0.008889785793144256, "loss_cls": 0.04625044314889237, "loss_rpn_cls": 0.0010813523350634568, "loss_rpn_loc": 0.0021721081429859623, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537646283628419, "total_loss": 0.05876913689792218}
{"data_time": 0.003960930509492755, "eta_seconds": 60257.25065559498, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4512820512820513, "fast_rcnn/fg_cls_accuracy": 0.5487179487179488, "iteration": 128159, "loss_box_reg": 0.008827956626191735, "loss_cls": 0.043322043609805405, "loss_rpn_cls": 0.0011202372933212246, "loss_rpn_loc": 0.0027161864745721687, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5370249799452722, "total_loss": 0.057369170212211884}
{"data_time": 0.0036117846611887217, "eta_seconds": 60228.75700807059, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2944444444444444, "fast_rcnn/fg_cls_accuracy": 0.6930555555555555, "iteration": 128179, "loss_box_reg": 0.008550833590561524, "loss_cls": 0.04351995556498878, "loss_rpn_cls": 0.0004981458923225546, "loss_rpn_loc": 0.0022833206840005005, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5360997093375772, "total_loss": 0.056424866689326336}
{"data_time": 0.0044150028843432665, "eta_seconds": 60217.98465636419, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33333333333333337, "fast_rcnn/fg_cls_accuracy": 0.6666666666666667, "iteration": 128199, "loss_box_reg": 0.008634521393105388, "loss_cls": 0.044000498251989484, "loss_rpn_cls": 0.0010032101052956932, "loss_rpn_loc": 0.002244588151370408, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5392705679405481, "total_loss": 0.056493572755925925}
{"data_time": 0.003868304891511798, "eta_seconds": 60193.96616830886, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.456575682382134, "fast_rcnn/fg_cls_accuracy": 0.5350631136044881, "iteration": 128219, "loss_box_reg": 0.008453731978079304, "loss_cls": 0.045462365611456335, "loss_rpn_cls": 0.00153800850779362, "loss_rpn_loc": 0.0027682489562721457, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5358896609395742, "total_loss": 0.05736843102653211}
{"data_time": 0.0038027737755328417, "eta_seconds": 60179.89576417999, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.13768686073957515, "fast_rcnn/fg_cls_accuracy": 0.8623131392604249, "iteration": 128239, "loss_box_reg": 0.008239361108280718, "loss_cls": 0.04394091700669378, "loss_rpn_cls": 0.0012054625509563266, "loss_rpn_loc": 0.002001224122068379, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364568294025958, "total_loss": 0.058170299927212454}
{"data_time": 0.0038163326680660248, "eta_seconds": 60172.4262049275, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3814814814814815, "fast_rcnn/fg_cls_accuracy": 0.6185185185185185, "iteration": 128259, "loss_box_reg": 0.008641336171422154, "loss_cls": 0.04364233498927206, "loss_rpn_cls": 0.0007588063955097368, "loss_rpn_loc": 0.002150637381419074, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5335320653393865, "total_loss": 0.05570362582170674}
{"data_time": 0.004085349617525935, "eta_seconds": 60166.60585238575, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4379968203497615, "fast_rcnn/fg_cls_accuracy": 0.5620031796502385, "iteration": 128279, "loss_box_reg": 0.008696728706127033, "loss_cls": 0.046013053390197456, "loss_rpn_cls": 0.0006870683646411635, "loss_rpn_loc": 0.002480686722265091, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381524253170937, "total_loss": 0.05801964696354389}
{"data_time": 0.004967820597812533, "eta_seconds": 60186.19312891434, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45238095238095233, "fast_rcnn/fg_cls_accuracy": 0.5476190476190477, "iteration": 128299, "loss_box_reg": 0.008463957608910277, "loss_cls": 0.04324451368302107, "loss_rpn_cls": 0.000633252390770167, "loss_rpn_loc": 0.002157096752853249, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5473333206027746, "total_loss": 0.05633862966601555}
{"data_time": 0.004110329784452915, "eta_seconds": 60171.046489815926, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.35634920634920636, "fast_rcnn/fg_cls_accuracy": 0.6436507936507937, "iteration": 128319, "loss_box_reg": 0.008688350033480674, "loss_cls": 0.04717072914354503, "loss_rpn_cls": 0.0011332389148037691, "loss_rpn_loc": 0.002097360644256696, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381423854269087, "total_loss": 0.05926447661011025}
{"data_time": 0.004022736102342606, "eta_seconds": 60166.592355720466, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 128339, "loss_box_reg": 0.0085736871114932, "loss_cls": 0.04190973425284028, "loss_rpn_cls": 0.0008942660681441339, "loss_rpn_loc": 0.0029932330799056217, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.543706524418667, "total_loss": 0.05502276812615037}
{"data_time": 0.004192947410047054, "eta_seconds": 60160.35670576175, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4348579348579349, "fast_rcnn/fg_cls_accuracy": 0.5334281650071124, "iteration": 128359, "loss_box_reg": 0.008010551886400208, "loss_cls": 0.04731310473289341, "loss_rpn_cls": 0.0011791476917437649, "loss_rpn_loc": 0.0022682809503749013, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5386607574764639, "total_loss": 0.05911657400633885}
{"data_time": 0.004097360884770751, "eta_seconds": 60129.7048584586, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.37128146453089245, "fast_rcnn/fg_cls_accuracy": 0.5871143375680581, "iteration": 128379, "loss_box_reg": 0.008766653569182381, "loss_cls": 0.04339050030102953, "loss_rpn_cls": 0.0008358211080121691, "loss_rpn_loc": 0.0015785666491865413, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5326850020792335, "total_loss": 0.05699967349733015}
{"data_time": 0.003561678109690547, "eta_seconds": 60110.261139300186, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21043771043771042, "fast_rcnn/fg_cls_accuracy": 0.7589852008456659, "iteration": 128399, "loss_box_reg": 0.00839088237262331, "loss_cls": 0.04248328099492937, "loss_rpn_cls": 0.0006387385589619043, "loss_rpn_loc": 0.00224344988600933, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5386356897652149, "total_loss": 0.05568106478710888}
{"data_time": 0.003948601428419352, "eta_seconds": 60120.32300243224, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3506756756756757, "fast_rcnn/fg_cls_accuracy": 0.6493243243243243, "iteration": 128419, "loss_box_reg": 0.007592174311866984, "loss_cls": 0.04268541536293924, "loss_rpn_cls": 0.0007864450201395812, "loss_rpn_loc": 0.0017255454768019263, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405634385533631, "total_loss": 0.05568280322722785}
{"data_time": 0.004172151675447822, "eta_seconds": 60110.759005333995, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2805474095796676, "fast_rcnn/fg_cls_accuracy": 0.7014260249554367, "iteration": 128439, "loss_box_reg": 0.008740814111661166, "loss_cls": 0.04512405570130795, "loss_rpn_cls": 0.0007319452604406251, "loss_rpn_loc": 0.0027631441807898227, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5464129145257175, "total_loss": 0.058411697997826195}
{"data_time": 0.0033697104081511497, "eta_seconds": 60112.679748301394, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4220985691573927, "fast_rcnn/fg_cls_accuracy": 0.5779014308426074, "iteration": 128459, "loss_box_reg": 0.008974066178780049, "loss_cls": 0.045097863650880754, "loss_rpn_cls": 0.0007427711454965902, "loss_rpn_loc": 0.002004723992286017, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544678308069706, "total_loss": 0.056986627701917314}
{"data_time": 0.003766148118302226, "eta_seconds": 60089.206398596754, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22606060606060607, "fast_rcnn/fg_cls_accuracy": 0.7739393939393939, "iteration": 128479, "loss_box_reg": 0.00884425948606804, "loss_cls": 0.042671862116549164, "loss_rpn_cls": 0.0007057946643840296, "loss_rpn_loc": 0.0021325151610653847, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5366092370823026, "total_loss": 0.0551426047370569}
{"data_time": 0.004310002084821463, "eta_seconds": 60072.474468643544, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3262411347517731, "fast_rcnn/fg_cls_accuracy": 0.6737588652482269, "iteration": 128499, "loss_box_reg": 0.008087357506155968, "loss_cls": 0.04786079149926081, "loss_rpn_cls": 0.000775732254282957, "loss_rpn_loc": 0.0023767174607201014, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371614582836628, "total_loss": 0.06063328115351396}
{"data_time": 0.0038346245419234037, "eta_seconds": 60054.28752050083, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.264726507713885, "fast_rcnn/fg_cls_accuracy": 0.735273492286115, "iteration": 128519, "loss_box_reg": 0.008573323371820152, "loss_cls": 0.046691971248947084, "loss_rpn_cls": 0.0006448935495200203, "loss_rpn_loc": 0.0021380674916144926, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5366531170438975, "total_loss": 0.05854138790516572}
{"data_time": 0.0036013734061270952, "eta_seconds": 60050.923998434795, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2613430127041742, "fast_rcnn/fg_cls_accuracy": 0.7386569872958257, "iteration": 128539, "loss_box_reg": 0.008473557594697922, "loss_cls": 0.04580929421354085, "loss_rpn_cls": 0.0009089350130579987, "loss_rpn_loc": 0.0024077195557765663, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5477786059491336, "total_loss": 0.05770529358210297}
{"data_time": 0.003752370597794652, "eta_seconds": 60048.04917306709, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35185185185185186, "fast_rcnn/fg_cls_accuracy": 0.6220238095238095, "iteration": 128559, "loss_box_reg": 0.008592347498051822, "loss_cls": 0.045021725236438215, "loss_rpn_cls": 0.0011111324948842594, "loss_rpn_loc": 0.0024429523837170564, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5413517083507031, "total_loss": 0.058264006738966145}
{"data_time": 0.0035256154369562864, "eta_seconds": 60021.965804233216, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3304115853658537, "fast_rcnn/fg_cls_accuracy": 0.6342474489795918, "iteration": 128579, "loss_box_reg": 0.008260355651145801, "loss_cls": 0.04580922017339617, "loss_rpn_cls": 0.0005276944750676194, "loss_rpn_loc": 0.0024251135255326517, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5318234725855291, "total_loss": 0.05950506544672862}
{"data_time": 0.004173271590843797, "eta_seconds": 60007.38384904247, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46413043478260874, "fast_rcnn/fg_cls_accuracy": 0.5358695652173913, "iteration": 128599, "loss_box_reg": 0.008913184981793165, "loss_cls": 0.043221599189564586, "loss_rpn_cls": 0.0005537969454962877, "loss_rpn_loc": 0.002746150545135606, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5368454589042813, "total_loss": 0.05478026261687319}
{"data_time": 0.004380576079711318, "eta_seconds": 60007.8230580173, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6708333333333334, "iteration": 128619, "loss_box_reg": 0.008011144236661494, "loss_cls": 0.045609342865645885, "loss_rpn_cls": 0.0006874529988181166, "loss_rpn_loc": 0.0019298111947136931, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5467950699385256, "total_loss": 0.058083228913915264}
{"data_time": 0.003876238828524947, "eta_seconds": 60002.05827636691, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.36549165120593696, "fast_rcnn/fg_cls_accuracy": 0.634508348794063, "iteration": 128639, "loss_box_reg": 0.008522308140527457, "loss_cls": 0.046629697317257524, "loss_rpn_cls": 0.0011305649670703133, "loss_rpn_loc": 0.0017617074227018747, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5412921237293631, "total_loss": 0.059466228114843034}
{"data_time": 0.004023484652861953, "eta_seconds": 59997.566254555946, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31398809523809523, "fast_rcnn/fg_cls_accuracy": 0.6860119047619048, "iteration": 128659, "loss_box_reg": 0.009064763566129841, "loss_cls": 0.0447182045027148, "loss_rpn_cls": 0.0008216039793751406, "loss_rpn_loc": 0.0021068509777251165, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416892047505826, "total_loss": 0.05695952657936232}
{"data_time": 0.004287607502192259, "eta_seconds": 59980.506006442476, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36237373737373735, "fast_rcnn/fg_cls_accuracy": 0.6376262626262625, "iteration": 128679, "loss_box_reg": 0.008817588561214507, "loss_cls": 0.043377015041187406, "loss_rpn_cls": 0.0011341961624680152, "loss_rpn_loc": 0.0020464799308683723, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5313137494958937, "total_loss": 0.055487231430277006}
{"data_time": 0.003943738993257284, "eta_seconds": 59945.45689506875, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3467169476486247, "fast_rcnn/fg_cls_accuracy": 0.6532830523513753, "iteration": 128699, "loss_box_reg": 0.008195905349566601, "loss_cls": 0.044287322263699025, "loss_rpn_cls": 0.001381901206684688, "loss_rpn_loc": 0.0019045529952563811, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5352196265012026, "total_loss": 0.0575065927741889}
{"data_time": 0.0038561117835342884, "eta_seconds": 59946.548466275446, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 128719, "loss_box_reg": 0.008561074821045622, "loss_cls": 0.044871425663586706, "loss_rpn_cls": 0.000930641341426508, "loss_rpn_loc": 0.0022222099905775394, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449550170451403, "total_loss": 0.0598934413425809}
{"data_time": 0.003954983549192548, "eta_seconds": 59931.97129674163, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.37083333333333335, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 128739, "loss_box_reg": 0.008630500524304807, "loss_cls": 0.044341234606690705, "loss_rpn_cls": 0.0013249182809431659, "loss_rpn_loc": 0.002544831957493443, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5407499589491636, "total_loss": 0.05909863113583924}
{"data_time": 0.0037476385477930307, "eta_seconds": 59921.198074984364, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3655336911150865, "fast_rcnn/fg_cls_accuracy": 0.6344663088849136, "iteration": 128759, "loss_box_reg": 0.008770658983848989, "loss_cls": 0.04246247067931108, "loss_rpn_cls": 0.0005553054452320794, "loss_rpn_loc": 0.001906272485939553, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5372657310217619, "total_loss": 0.05491355611513882}
{"data_time": 0.0038030887953937054, "eta_seconds": 59929.97462411877, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.35185185185185186, "fast_rcnn/fg_cls_accuracy": 0.6481481481481481, "iteration": 128779, "loss_box_reg": 0.008224221790442243, "loss_cls": 0.04304383433191106, "loss_rpn_cls": 0.0008934132769127245, "loss_rpn_loc": 0.003110629357252037, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423046147916466, "total_loss": 0.057579585366283936}
{"data_time": 0.004119713557884097, "eta_seconds": 59922.125408186344, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41133816743572843, "fast_rcnn/fg_cls_accuracy": 0.5886618325642716, "iteration": 128799, "loss_box_reg": 0.008448534092167392, "loss_cls": 0.04473565227817744, "loss_rpn_cls": 0.0013034541986485237, "loss_rpn_loc": 0.002359346055527567, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5422738364432007, "total_loss": 0.058821456577163644}
{"data_time": 0.0036722260992974043, "eta_seconds": 59911.34814441926, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.43529411764705883, "fast_rcnn/fg_cls_accuracy": 0.5647058823529412, "iteration": 128819, "loss_box_reg": 0.008016223699087277, "loss_cls": 0.045705463213380426, "loss_rpn_cls": 0.000973148108641908, "loss_rpn_loc": 0.0023028271498333197, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438355419319123, "total_loss": 0.057809118878253685}
{"data_time": 0.004019867861643434, "eta_seconds": 59897.64441240113, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40361057382333976, "fast_rcnn/fg_cls_accuracy": 0.5753787878787879, "iteration": 128839, "loss_box_reg": 0.008519142837030813, "loss_cls": 0.043895739363506436, "loss_rpn_cls": 0.0005186441431987987, "loss_rpn_loc": 0.002135531132807955, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398050390649587, "total_loss": 0.056055934052608336}
{"data_time": 0.004490378778427839, "eta_seconds": 59892.17492474592, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3671373555840821, "fast_rcnn/fg_cls_accuracy": 0.5872210953346856, "iteration": 128859, "loss_box_reg": 0.008198034396627918, "loss_cls": 0.0440510842599906, "loss_rpn_cls": 0.0013777799506442534, "loss_rpn_loc": 0.002270584627694916, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387485523242503, "total_loss": 0.05632023946679965}
{"data_time": 0.004064204171299934, "eta_seconds": 59909.73759803595, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22936507936507936, "fast_rcnn/fg_cls_accuracy": 0.7706349206349206, "iteration": 128879, "loss_box_reg": 0.009051748274941929, "loss_cls": 0.0449691666290164, "loss_rpn_cls": 0.0008911775456681426, "loss_rpn_loc": 0.003056972177546413, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5472733401693404, "total_loss": 0.056797174192524835}
{"data_time": 0.003424298483878374, "eta_seconds": 59898.95480493689, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3980263157894737, "fast_rcnn/fg_cls_accuracy": 0.6019736842105263, "iteration": 128899, "loss_box_reg": 0.00825283647282049, "loss_cls": 0.04702071117935702, "loss_rpn_cls": 0.0010127710276606194, "loss_rpn_loc": 0.001960403291377588, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378267844207585, "total_loss": 0.05804318748937476}
{"data_time": 0.0034520654007792473, "eta_seconds": 59892.93345304392, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.26627906976744187, "fast_rcnn/fg_cls_accuracy": 0.7337209302325581, "iteration": 128919, "loss_box_reg": 0.007724443974439055, "loss_cls": 0.04188974719727412, "loss_rpn_cls": 0.0011754774407108926, "loss_rpn_loc": 0.002168342094591935, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423611940350384, "total_loss": 0.05529577061996349}
{"data_time": 0.0039237067103385925, "eta_seconds": 59859.46404371434, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3033088235294118, "fast_rcnn/fg_cls_accuracy": 0.6966911764705883, "iteration": 128939, "loss_box_reg": 0.009123750234721228, "loss_cls": 0.04840813355986029, "loss_rpn_cls": 0.0006625261635235802, "loss_rpn_loc": 0.0024750368284003343, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330326005350798, "total_loss": 0.062303235119316014}
{"data_time": 0.003849589731544256, "eta_seconds": 59838.28646330978, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.41883116883116883, "fast_rcnn/fg_cls_accuracy": 0.5811688311688312, "iteration": 128959, "loss_box_reg": 0.008149280387442559, "loss_cls": 0.046288273530080914, "loss_rpn_cls": 0.0014435528485137183, "loss_rpn_loc": 0.0021870496093470138, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5323538633529097, "total_loss": 0.058648156171386745}
{"data_time": 0.003871835535392165, "eta_seconds": 59818.863982009236, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43305144467935164, "fast_rcnn/fg_cls_accuracy": 0.5669485553206484, "iteration": 128979, "loss_box_reg": 0.009710737445857376, "loss_cls": 0.04850337118841708, "loss_rpn_cls": 0.0009942568262886198, "loss_rpn_loc": 0.002644897429490811, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5358981944154948, "total_loss": 0.061419642471605584}
{"data_time": 0.004061077022925019, "eta_seconds": 59795.45581121696, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6452380952380952, "iteration": 128999, "loss_box_reg": 0.008568402583478019, "loss_cls": 0.04405529674841091, "loss_rpn_cls": 0.0008200600954069159, "loss_rpn_loc": 0.002208875759606599, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5355520655866712, "total_loss": 0.056217688912397534}
{"data_time": 0.004220797913148999, "eta_seconds": 59792.06042326917, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21405228758169934, "fast_rcnn/fg_cls_accuracy": 0.7712418300653594, "iteration": 129019, "loss_box_reg": 0.009106413024710491, "loss_cls": 0.043761816690675914, "loss_rpn_cls": 0.0010375356902159183, "loss_rpn_loc": 0.0029836339708708692, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5363106413278729, "total_loss": 0.05684079386145413}
{"data_time": 0.0034588961862027645, "eta_seconds": 59775.36240397068, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4411764705882353, "fast_rcnn/fg_cls_accuracy": 0.5588235294117647, "iteration": 129039, "loss_box_reg": 0.008078929007751867, "loss_cls": 0.043870733003132045, "loss_rpn_cls": 0.0006744799894704556, "loss_rpn_loc": 0.0020725121939904056, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5422461449634284, "total_loss": 0.055758836327186145}
{"data_time": 0.003798347432166338, "eta_seconds": 59761.25651461445, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5012531328320802, "fast_rcnn/fg_cls_accuracy": 0.4987468671679198, "iteration": 129059, "loss_box_reg": 0.00846771607757546, "loss_cls": 0.04552055650856346, "loss_rpn_cls": 0.0008693412687534874, "loss_rpn_loc": 0.002022274424234638, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5359829084482044, "total_loss": 0.057998846977511676}
{"data_time": 0.003755670739337802, "eta_seconds": 59750.482994182035, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3693124368048534, "fast_rcnn/fg_cls_accuracy": 0.5813570487483531, "iteration": 129079, "loss_box_reg": 0.009385799872688949, "loss_cls": 0.043773500015959144, "loss_rpn_cls": 0.0006727147306264669, "loss_rpn_loc": 0.0021907685877522454, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536734844557941, "total_loss": 0.057212307216900626}
{"data_time": 0.0037601529620587826, "eta_seconds": 59738.053305110894, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35812356979405036, "fast_rcnn/fg_cls_accuracy": 0.6418764302059496, "iteration": 129099, "loss_box_reg": 0.008143259154167026, "loss_cls": 0.046515737660229206, "loss_rpn_cls": 0.0006923928468154372, "loss_rpn_loc": 0.0021969793724565534, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413580744061619, "total_loss": 0.05849016148351893}
{"data_time": 0.0036891454365104437, "eta_seconds": 59721.09925311571, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.20512820512820512, "fast_rcnn/fg_cls_accuracy": 0.7948717948717948, "iteration": 129119, "loss_box_reg": 0.009099410468479618, "loss_cls": 0.043619541625957936, "loss_rpn_cls": 0.0009744674552507604, "loss_rpn_loc": 0.0021752493412350304, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5391275603324175, "total_loss": 0.056522893229100646}
{"data_time": 0.003771752119064331, "eta_seconds": 59718.71034076973, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.46464646464646464, "fast_rcnn/fg_cls_accuracy": 0.5353535353535354, "iteration": 129139, "loss_box_reg": 0.007821427774615586, "loss_cls": 0.04248016426572576, "loss_rpn_cls": 0.0006053896251216884, "loss_rpn_loc": 0.002556638773967279, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411056105513126, "total_loss": 0.05383065052456004}
{"data_time": 0.00412326049990952, "eta_seconds": 59706.48398363753, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.27827380952380953, "fast_rcnn/fg_cls_accuracy": 0.6938516260162602, "iteration": 129159, "loss_box_reg": 0.009121057082666084, "loss_cls": 0.044791403808631, "loss_rpn_cls": 0.0010493467176502236, "loss_rpn_loc": 0.002472123334882781, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5343955454882234, "total_loss": 0.05931113391619647}
{"data_time": 0.0037814469542354345, "eta_seconds": 59697.16310221306, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 129179, "loss_box_reg": 0.00859658230911009, "loss_cls": 0.043360697804018855, "loss_rpn_cls": 0.0006717523482393517, "loss_rpn_loc": 0.001925013420986943, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.536901940824464, "total_loss": 0.05529356703175381}
{"data_time": 0.003733367659151554, "eta_seconds": 59686.38948293473, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39335664335664333, "fast_rcnn/fg_cls_accuracy": 0.5914918414918415, "iteration": 129199, "loss_box_reg": 0.008406069144257344, "loss_cls": 0.04481875116471201, "loss_rpn_cls": 0.0009985373742438242, "loss_rpn_loc": 0.0016385397284466308, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406208951026201, "total_loss": 0.06045688809126659}
{"data_time": 0.004055751487612724, "eta_seconds": 59720.262004125165, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2768537768537769, "fast_rcnn/fg_cls_accuracy": 0.7231462231462231, "iteration": 129219, "loss_box_reg": 0.008955522440373898, "loss_cls": 0.04362177231814712, "loss_rpn_cls": 0.000806270296322964, "loss_rpn_loc": 0.002442476568830898, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5409143955912441, "total_loss": 0.056983191631417185}
{"data_time": 0.003951168851926923, "eta_seconds": 59724.29987241165, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30008488964346347, "fast_rcnn/fg_cls_accuracy": 0.6999151103565365, "iteration": 129239, "loss_box_reg": 0.008702145947609097, "loss_cls": 0.04563047451665625, "loss_rpn_cls": 0.0007514955517535782, "loss_rpn_loc": 0.0031338839908130467, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5459899639245123, "total_loss": 0.06016891105036848}
{"data_time": 0.003774990327656269, "eta_seconds": 59735.206195598934, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2532051282051282, "fast_rcnn/fg_cls_accuracy": 0.7467948717948718, "iteration": 129259, "loss_box_reg": 0.008161654404830188, "loss_cls": 0.04471554234623909, "loss_rpn_cls": 0.0008372027983796215, "loss_rpn_loc": 0.002032189837336773, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5413403895217925, "total_loss": 0.05579843460702705}
{"data_time": 0.0038374089635908604, "eta_seconds": 59719.009747189935, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4750127485976543, "fast_rcnn/fg_cls_accuracy": 0.5114737378888322, "iteration": 129279, "loss_box_reg": 0.009073157008970156, "loss_cls": 0.04629151115659624, "loss_rpn_cls": 0.0008743280549765586, "loss_rpn_loc": 0.0022620758063567337, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385813340544701, "total_loss": 0.060965386781845154}
{"data_time": 0.003987892065197229, "eta_seconds": 59691.94680596818, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4300699300699301, "fast_rcnn/fg_cls_accuracy": 0.56993006993007, "iteration": 129299, "loss_box_reg": 0.008046982460655272, "loss_cls": 0.04505372658604756, "loss_rpn_cls": 0.0009609366079530446, "loss_rpn_loc": 0.0020519056870398344, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5441176656167954, "total_loss": 0.0566464784112668}
{"data_time": 0.0037241512909531593, "eta_seconds": 59677.26044522785, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33766233766233766, "fast_rcnn/fg_cls_accuracy": 0.6396103896103896, "iteration": 129319, "loss_box_reg": 0.009142842172877863, "loss_cls": 0.045716205378994346, "loss_rpn_cls": 0.0006234988989035628, "loss_rpn_loc": 0.0029385615616774885, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5357076274231076, "total_loss": 0.05903086260059354}
{"data_time": 0.004473141627386212, "eta_seconds": 59648.89599041152, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.24772539288668322, "fast_rcnn/fg_cls_accuracy": 0.7077798861480076, "iteration": 129339, "loss_box_reg": 0.0089600850478746, "loss_cls": 0.0423239798983559, "loss_rpn_cls": 0.0009508098894457362, "loss_rpn_loc": 0.002460621704813093, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412783946376294, "total_loss": 0.05531622553360194}
{"data_time": 0.003511447459459305, "eta_seconds": 59627.7549586345, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4454123112659698, "fast_rcnn/fg_cls_accuracy": 0.5423925667828107, "iteration": 129359, "loss_box_reg": 0.008057035476667807, "loss_cls": 0.04531334445346147, "loss_rpn_cls": 0.0008647261372516368, "loss_rpn_loc": 0.002481458090187516, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5370195030700415, "total_loss": 0.05792699388393885}
{"data_time": 0.003961618756875396, "eta_seconds": 59648.80938404356, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2653985507246377, "fast_rcnn/fg_cls_accuracy": 0.7346014492753623, "iteration": 129379, "loss_box_reg": 0.00788536187610589, "loss_cls": 0.044342949404381216, "loss_rpn_cls": 0.0011698283786927277, "loss_rpn_loc": 0.00210658570722444, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382650811225176, "total_loss": 0.05529109943898902}
{"data_time": 0.003975451923906803, "eta_seconds": 59630.89075909462, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.1732142857142857, "fast_rcnn/fg_cls_accuracy": 0.8267857142857142, "iteration": 129399, "loss_box_reg": 0.008366124297026545, "loss_cls": 0.04389973997604102, "loss_rpn_cls": 0.0009260866825115954, "loss_rpn_loc": 0.0017727246959111653, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368411855306476, "total_loss": 0.055464748827262156}
{"data_time": 0.0035630762577056885, "eta_seconds": 59605.77409851435, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36317567567567566, "fast_rcnn/fg_cls_accuracy": 0.5506578947368421, "iteration": 129419, "loss_box_reg": 0.008035204751649871, "loss_cls": 0.04482486244523898, "loss_rpn_cls": 0.0008440191103318284, "loss_rpn_loc": 0.0023475496491300873, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399907028768212, "total_loss": 0.05671949922452768}
{"data_time": 0.0041207976173609495, "eta_seconds": 59584.640558035346, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.44312169312169314, "fast_rcnn/fg_cls_accuracy": 0.5568783068783069, "iteration": 129439, "loss_box_reg": 0.009139273286564276, "loss_cls": 0.046250319690443575, "loss_rpn_cls": 0.00076256754186943, "loss_rpn_loc": 0.0024276729454868473, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.53902518004179, "total_loss": 0.05932469897356896}
{"data_time": 0.003889423096552491, "eta_seconds": 59558.33508865326, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2573573573573574, "fast_rcnn/fg_cls_accuracy": 0.7426426426426427, "iteration": 129459, "loss_box_reg": 0.008659968269057572, "loss_cls": 0.04155198408989236, "loss_rpn_cls": 0.000699022005619554, "loss_rpn_loc": 0.002491005927367951, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374591469299048, "total_loss": 0.05351274449498078}
{"data_time": 0.004600385203957558, "eta_seconds": 59556.883429815294, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4015151515151515, "fast_rcnn/fg_cls_accuracy": 0.5984848484848485, "iteration": 129479, "loss_box_reg": 0.00840857275761664, "loss_cls": 0.046394856879487634, "loss_rpn_cls": 0.0007204004656955476, "loss_rpn_loc": 0.003215316730347695, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5421430768910795, "total_loss": 0.05829933240306673}
{"data_time": 0.003931411076337099, "eta_seconds": 59536.783506855136, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2963240810202551, "fast_rcnn/fg_cls_accuracy": 0.6866750471401635, "iteration": 129499, "loss_box_reg": 0.007956552493851632, "loss_cls": 0.045596315670991316, "loss_rpn_cls": 0.0013584731087235014, "loss_rpn_loc": 0.002238406299511553, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5308919271919876, "total_loss": 0.058533112748818894}
{"data_time": 0.003608047729358077, "eta_seconds": 59551.87173364288, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3435828877005348, "fast_rcnn/fg_cls_accuracy": 0.6101190476190477, "iteration": 129519, "loss_box_reg": 0.008242642565164715, "loss_cls": 0.04566388367675245, "loss_rpn_cls": 0.0012161337436396025, "loss_rpn_loc": 0.0026317998381273355, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447256152983755, "total_loss": 0.059185656890576865}
{"data_time": 0.0037716503720730543, "eta_seconds": 59524.55099520297, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3390804597701149, "fast_rcnn/fg_cls_accuracy": 0.6609195402298851, "iteration": 129539, "loss_box_reg": 0.008785130135947838, "loss_cls": 0.048134216107428074, "loss_rpn_cls": 0.0008857078005064523, "loss_rpn_loc": 0.001972677680896595, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5417259924579412, "total_loss": 0.05993722610230634}
{"data_time": 0.0038480700459331274, "eta_seconds": 59492.46433592471, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.37050623624358037, "fast_rcnn/fg_cls_accuracy": 0.6103448275862069, "iteration": 129559, "loss_box_reg": 0.008331740566063672, "loss_cls": 0.04540639143669978, "loss_rpn_cls": 0.000728882467171843, "loss_rpn_loc": 0.0018405488717689877, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5284401753451675, "total_loss": 0.056826128679233534}
{"data_time": 0.003755208570510149, "eta_seconds": 59481.69071664638, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3726851851851852, "fast_rcnn/fg_cls_accuracy": 0.6273148148148149, "iteration": 129579, "loss_box_reg": 0.00767952564638108, "loss_cls": 0.04334646090865135, "loss_rpn_cls": 0.0010271296710868683, "loss_rpn_loc": 0.002275649520015577, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375826032832265, "total_loss": 0.057160760040460445}
{"data_time": 0.0038009281270205975, "eta_seconds": 59473.68701400282, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.36018518518518516, "fast_rcnn/fg_cls_accuracy": 0.6398148148148148, "iteration": 129599, "loss_box_reg": 0.008231794607127085, "loss_cls": 0.04546149878297001, "loss_rpn_cls": 0.0005882516768735968, "loss_rpn_loc": 0.001683199375293043, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.536029742565006, "total_loss": 0.05734125881735963}
{"data_time": 0.00392498541623354, "eta_seconds": 59455.600963377394, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.31126482213438733, "fast_rcnn/fg_cls_accuracy": 0.6887351778656126, "iteration": 129619, "loss_box_reg": 0.008152947295457125, "loss_cls": 0.0426809819182381, "loss_rpn_cls": 0.0011657364096890888, "loss_rpn_loc": 0.00277784964600869, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5358023075386882, "total_loss": 0.05680253058301332}
{"data_time": 0.0035824936348944902, "eta_seconds": 59434.36671264446, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33241758241758246, "fast_rcnn/fg_cls_accuracy": 0.6437728937728937, "iteration": 129639, "loss_box_reg": 0.00964961459976621, "loss_cls": 0.046807835809886456, "loss_rpn_cls": 0.0013077589802605871, "loss_rpn_loc": 0.0022017511055310024, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423959905747324, "total_loss": 0.0596732723188893}
{"data_time": 0.004217119188979268, "eta_seconds": 59423.59581228788, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5047169811320755, "fast_rcnn/fg_cls_accuracy": 0.49528301886792453, "iteration": 129659, "loss_box_reg": 0.008991030976176262, "loss_cls": 0.04576342017389834, "loss_rpn_cls": 0.0009757919838193629, "loss_rpn_loc": 0.0021165094040043186, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.544177565490827, "total_loss": 0.05910480431043652}
{"data_time": 0.003616402857005596, "eta_seconds": 59412.8249119313, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.45555555555555555, "fast_rcnn/fg_cls_accuracy": 0.5444444444444445, "iteration": 129679, "loss_box_reg": 0.009111247258260846, "loss_cls": 0.04523547482676804, "loss_rpn_cls": 0.0012017310489227384, "loss_rpn_loc": 0.002846517938451143, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5289672564249486, "total_loss": 0.05947542164403785}
{"data_time": 0.003714632708579302, "eta_seconds": 59416.01337070973, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.375366568914956, "fast_rcnn/fg_cls_accuracy": 0.624633431085044, "iteration": 129699, "loss_box_reg": 0.008240813331212848, "loss_cls": 0.04370051110163331, "loss_rpn_cls": 0.0005516573285149207, "loss_rpn_loc": 0.002790707349049626, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540749519597739, "total_loss": 0.054352828837380684}
{"data_time": 0.003593366127461195, "eta_seconds": 59401.73698229063, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.423963133640553, "fast_rcnn/fg_cls_accuracy": 0.5760368663594471, "iteration": 129719, "loss_box_reg": 0.008701341459527612, "loss_cls": 0.044145080260932446, "loss_rpn_cls": 0.00111211813373302, "loss_rpn_loc": 0.002156270460545784, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374393342062831, "total_loss": 0.055955507156113526}
{"data_time": 0.003559055970981717, "eta_seconds": 59394.4665077182, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3284313725490196, "fast_rcnn/fg_cls_accuracy": 0.6715686274509804, "iteration": 129739, "loss_box_reg": 0.008085390712949447, "loss_cls": 0.044023866415955126, "loss_rpn_cls": 0.0006930036299763742, "loss_rpn_loc": 0.002307369644768187, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454115692991763, "total_loss": 0.05512553891389871}
{"data_time": 0.003898054361343384, "eta_seconds": 59384.72814314137, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40007112375533427, "fast_rcnn/fg_cls_accuracy": 0.5999288762446657, "iteration": 129759, "loss_box_reg": 0.008318172243889421, "loss_cls": 0.04355784988729283, "loss_rpn_cls": 0.0009765263544920799, "loss_rpn_loc": 0.0021743836878158618, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420074330177158, "total_loss": 0.05673510328585962}
{"data_time": 0.003948716213926673, "eta_seconds": 59358.26765931095, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2833333333333333, "fast_rcnn/fg_cls_accuracy": 0.7166666666666667, "iteration": 129779, "loss_box_reg": 0.008368060050997883, "loss_cls": 0.04449209099402651, "loss_rpn_cls": 0.0010307508330953397, "loss_rpn_loc": 0.00223482007640996, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5342511171475053, "total_loss": 0.057638529736095734}
{"data_time": 0.003993080696091056, "eta_seconds": 59338.2838587712, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4107142857142857, "fast_rcnn/fg_cls_accuracy": 0.5737179487179487, "iteration": 129799, "loss_box_reg": 0.0087169882026501, "loss_cls": 0.046123812964651734, "loss_rpn_cls": 0.0004506578874270417, "loss_rpn_loc": 0.0020878266186628025, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5365640504751354, "total_loss": 0.05736787403543531}
{"data_time": 0.004338501486927271, "eta_seconds": 59322.28023557458, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3390804597701149, "fast_rcnn/fg_cls_accuracy": 0.6609195402298851, "iteration": 129819, "loss_box_reg": 0.008507251157425344, "loss_cls": 0.046085585199762136, "loss_rpn_cls": 0.0007670034453042263, "loss_rpn_loc": 0.002009449566685362, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374572495929897, "total_loss": 0.059070045496866896}
{"data_time": 0.0039288648404181, "eta_seconds": 59306.64272647654, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3198051948051948, "fast_rcnn/fg_cls_accuracy": 0.6392857142857142, "iteration": 129839, "loss_box_reg": 0.008930539013817906, "loss_cls": 0.04444757918827236, "loss_rpn_cls": 0.001130776349612006, "loss_rpn_loc": 0.002474769797117915, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409322858322412, "total_loss": 0.0582727019995275}
{"data_time": 0.004206380574032664, "eta_seconds": 59305.168122970965, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3508771929824561, "fast_rcnn/fg_cls_accuracy": 0.6491228070175439, "iteration": 129859, "loss_box_reg": 0.008689472422702238, "loss_cls": 0.04391102242516354, "loss_rpn_cls": 0.0005150033509835339, "loss_rpn_loc": 0.0024548458441131515, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541241298429668, "total_loss": 0.057197616828261744}
{"data_time": 0.0035474353935569525, "eta_seconds": 59263.533056037035, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29071969696969696, "fast_rcnn/fg_cls_accuracy": 0.6965517241379311, "iteration": 129879, "loss_box_reg": 0.008994733390863985, "loss_cls": 0.04235907399561256, "loss_rpn_cls": 0.0007371612767883562, "loss_rpn_loc": 0.002713714561650704, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5362341804429889, "total_loss": 0.056216699617266386}
{"data_time": 0.0043372660875320435, "eta_seconds": 59257.86112964316, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 129899, "loss_box_reg": 0.008254251966718584, "loss_cls": 0.0478865826735273, "loss_rpn_cls": 0.0013358664091356331, "loss_rpn_loc": 0.0024484411678713514, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5419335095211864, "total_loss": 0.05994661909949173}
{"data_time": 0.00350750470533967, "eta_seconds": 59247.0968566339, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3826219512195122, "fast_rcnn/fg_cls_accuracy": 0.6173780487804879, "iteration": 129919, "loss_box_reg": 0.008240971015766263, "loss_cls": 0.04437362513272092, "loss_rpn_cls": 0.0010288088681136287, "loss_rpn_loc": 0.0021277030118653784, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5408752721268684, "total_loss": 0.057159760586728225}
{"data_time": 0.003820494282990694, "eta_seconds": 59247.38199777296, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.5883500557413601, "iteration": 129939, "loss_box_reg": 0.008021197048947215, "loss_cls": 0.04184391867602244, "loss_rpn_cls": 0.0005205783793371666, "loss_rpn_loc": 0.0023088974121492356, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5375222021248192, "total_loss": 0.05350570752511885}
{"data_time": 0.003919468726962805, "eta_seconds": 59246.90318115521, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.1967741935483871, "fast_rcnn/fg_cls_accuracy": 0.6934235976789168, "iteration": 129959, "loss_box_reg": 0.007848436565836892, "loss_cls": 0.04122242302400991, "loss_rpn_cls": 0.0006434955332679237, "loss_rpn_loc": 0.002218233534222236, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5380749935284257, "total_loss": 0.052574389401797816}
{"data_time": 0.003945949720218778, "eta_seconds": 59251.26140658255, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4234808702175544, "fast_rcnn/fg_cls_accuracy": 0.5672969966629589, "iteration": 129979, "loss_box_reg": 0.008268287434475496, "loss_cls": 0.045988724450580776, "loss_rpn_cls": 0.0009072502758726841, "loss_rpn_loc": 0.0019317514525027946, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419086855836213, "total_loss": 0.058427166628462146}
{"data_time": 0.0038963216356933117, "eta_seconds": 59239.78915807209, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4594320486815416, "fast_rcnn/fg_cls_accuracy": 0.5405679513184585, "iteration": 129999, "loss_box_reg": 0.008864273491781205, "loss_cls": 0.042929265095153823, "loss_rpn_cls": 0.0008019199623845452, "loss_rpn_loc": 0.002596021211502375, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5311105607543141, "total_loss": 0.05719481994560738}
{"data_time": 0.004288712982088327, "eta_seconds": 59229.71960586938, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3362903225806452, "fast_rcnn/fg_cls_accuracy": 0.6130030959752322, "iteration": 130019, "loss_box_reg": 0.00895405450137332, "loss_cls": 0.044584616378415376, "loss_rpn_cls": 0.0008110443357054464, "loss_rpn_loc": 0.002474891396559542, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378837424796075, "total_loss": 0.057140941024670155}
{"data_time": 0.004217182984575629, "eta_seconds": 59218.2476123923, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.27156964656964655, "fast_rcnn/fg_cls_accuracy": 0.7014033264033264, "iteration": 130039, "loss_box_reg": 0.008197502087568864, "loss_cls": 0.04190707975067198, "loss_rpn_cls": 0.0009481395054535824, "loss_rpn_loc": 0.0023757715644023847, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5438123673666269, "total_loss": 0.05468001112382126}
{"data_time": 0.003975190222263336, "eta_seconds": 59217.800186078064, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32651515151515154, "fast_rcnn/fg_cls_accuracy": 0.6510869565217392, "iteration": 130059, "loss_box_reg": 0.008270218939287588, "loss_cls": 0.045121739618480206, "loss_rpn_cls": 0.0007340810529967712, "loss_rpn_loc": 0.001921773739013588, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5416785492561758, "total_loss": 0.058204742008911126}
{"data_time": 0.004189275903627276, "eta_seconds": 59211.31817229022, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36265857694429127, "fast_rcnn/fg_cls_accuracy": 0.5986895986895987, "iteration": 130079, "loss_box_reg": 0.008304596354719251, "loss_cls": 0.04410871450090781, "loss_rpn_cls": 0.0011414880332267785, "loss_rpn_loc": 0.0021562133624684066, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5368715829681605, "total_loss": 0.05695422056891175}
{"data_time": 0.003880846779793501, "eta_seconds": 59205.38986370573, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.302790346907994, "fast_rcnn/fg_cls_accuracy": 0.6285578747628084, "iteration": 130099, "loss_box_reg": 0.008395585144171491, "loss_cls": 0.043549062800593674, "loss_rpn_cls": 0.001271672854386452, "loss_rpn_loc": 0.0024776035988907097, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544462809804827, "total_loss": 0.05662180609647294}
{"data_time": 0.003914202097803354, "eta_seconds": 59191.627915791934, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.25462962962962965, "fast_rcnn/fg_cls_accuracy": 0.7380174291938998, "iteration": 130119, "loss_box_reg": 0.00933256244752556, "loss_cls": 0.044932089978829026, "loss_rpn_cls": 0.0008354836182888903, "loss_rpn_loc": 0.00237799347814871, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5339272208511829, "total_loss": 0.05907053438431831}
{"data_time": 0.003674848470836878, "eta_seconds": 59168.09423760604, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3627450980392157, "fast_rcnn/fg_cls_accuracy": 0.5871212121212122, "iteration": 130139, "loss_box_reg": 0.008818839880404994, "loss_cls": 0.04544321517460048, "loss_rpn_cls": 0.0011928627853876606, "loss_rpn_loc": 0.002367029635934159, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536822224734351, "total_loss": 0.05955961897950601}
{"data_time": 0.003744394052773714, "eta_seconds": 59169.94583028043, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4817073170731707, "fast_rcnn/fg_cls_accuracy": 0.5182926829268293, "iteration": 130159, "loss_box_reg": 0.008734271919820458, "loss_cls": 0.04650572768878192, "loss_rpn_cls": 0.0011013305140750163, "loss_rpn_loc": 0.002515590407710988, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378434031736106, "total_loss": 0.06053798948090616}
{"data_time": 0.00415206840261817, "eta_seconds": 59162.29261082271, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2747909199522103, "fast_rcnn/fg_cls_accuracy": 0.7252090800477897, "iteration": 130179, "loss_box_reg": 0.008738995631574653, "loss_cls": 0.04425770556554198, "loss_rpn_cls": 0.0013520848709163147, "loss_rpn_loc": 0.002060863080259878, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5385175219271332, "total_loss": 0.058577989806053665}
{"data_time": 0.004404163919389248, "eta_seconds": 59151.51829760196, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1458966565349544, "fast_rcnn/fg_cls_accuracy": 0.8112462006079028, "iteration": 130199, "loss_box_reg": 0.008844877418596298, "loss_cls": 0.04294892377220094, "loss_rpn_cls": 0.0006641489119942889, "loss_rpn_loc": 0.002250040884973714, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5406983660068363, "total_loss": 0.05511564007258585}
{"data_time": 0.004296241095289588, "eta_seconds": 59138.055108992616, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4211822660098522, "fast_rcnn/fg_cls_accuracy": 0.5513392857142857, "iteration": 130219, "loss_box_reg": 0.008096758829196915, "loss_cls": 0.04471870744600892, "loss_rpn_cls": 0.0013386374398578482, "loss_rpn_loc": 0.002792423834762303, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5405821006279439, "total_loss": 0.057151067897166286}
{"data_time": 0.0038667081389576197, "eta_seconds": 59114.23700506892, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.16679160419790107, "fast_rcnn/fg_cls_accuracy": 0.7924178154825027, "iteration": 130239, "loss_box_reg": 0.008928481431212276, "loss_cls": 0.04392201005248353, "loss_rpn_cls": 0.0012871406969452437, "loss_rpn_loc": 0.0019847955591103528, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5366421900689602, "total_loss": 0.057828620903023875}
{"data_time": 0.003668756689876318, "eta_seconds": 59095.155610375805, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6761904761904762, "iteration": 130259, "loss_box_reg": 0.008259184309281409, "loss_cls": 0.04478403727989644, "loss_rpn_cls": 0.000911202829342983, "loss_rpn_loc": 0.0019686718587763608, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5323138395324349, "total_loss": 0.0577974127332368}
{"data_time": 0.004176555201411247, "eta_seconds": 59089.53606471978, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2894889663182346, "fast_rcnn/fg_cls_accuracy": 0.6414634146341464, "iteration": 130279, "loss_box_reg": 0.00840548358974047, "loss_cls": 0.04295844229636714, "loss_rpn_cls": 0.0008516963803231192, "loss_rpn_loc": 0.0020098570494155865, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417902856133878, "total_loss": 0.05618847627624746}
{"data_time": 0.004197885049507022, "eta_seconds": 59073.61574629205, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4512516469038208, "fast_rcnn/fg_cls_accuracy": 0.5487483530961792, "iteration": 130299, "loss_box_reg": 0.008684697822900489, "loss_cls": 0.047374983318150043, "loss_rpn_cls": 0.000951748548800424, "loss_rpn_loc": 0.0018443979079165729, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5409179804846644, "total_loss": 0.05958713971153884}
{"data_time": 0.004125839099287987, "eta_seconds": 59084.18599219737, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4335075493612079, "fast_rcnn/fg_cls_accuracy": 0.5664924506387921, "iteration": 130319, "loss_box_reg": 0.009352834371384233, "loss_cls": 0.04716502263909206, "loss_rpn_cls": 0.0013178728635239167, "loss_rpn_loc": 0.0028015956158924382, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.547583777224645, "total_loss": 0.06104119014344178}
{"data_time": 0.003757467493414879, "eta_seconds": 59076.09810505668, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45731707317073167, "fast_rcnn/fg_cls_accuracy": 0.5426829268292683, "iteration": 130339, "loss_box_reg": 0.008495732399751432, "loss_cls": 0.04296346695628017, "loss_rpn_cls": 0.0005397991149038717, "loss_rpn_loc": 0.0020848285803367617, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417722756974399, "total_loss": 0.054648564796252685}
{"data_time": 0.004079537466168404, "eta_seconds": 59070.31763917068, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3808316430020284, "fast_rcnn/fg_cls_accuracy": 0.6191683569979716, "iteration": 130359, "loss_box_reg": 0.008810258790617809, "loss_cls": 0.0435994592262432, "loss_rpn_cls": 0.0006497127608326991, "loss_rpn_loc": 0.0023352073367277626, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396823855116963, "total_loss": 0.055421159804382114}
{"data_time": 0.0038438583724200726, "eta_seconds": 59077.03361879988, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38080388080388083, "fast_rcnn/fg_cls_accuracy": 0.6191961191961193, "iteration": 130379, "loss_box_reg": 0.008383598498767242, "loss_cls": 0.043118934612721205, "loss_rpn_cls": 0.000805053462130445, "loss_rpn_loc": 0.0023316839651670307, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5437226344365627, "total_loss": 0.055431584233645026}
{"data_time": 0.003968677017837763, "eta_seconds": 59066.97464568331, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.49419279907084784, "fast_rcnn/fg_cls_accuracy": 0.4462833914053426, "iteration": 130399, "loss_box_reg": 0.008093751093838364, "loss_cls": 0.045574381249025464, "loss_rpn_cls": 0.0012809745229560576, "loss_rpn_loc": 0.0022669343979941914, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5359168043360114, "total_loss": 0.05768242511453536}
{"data_time": 0.0036550641525536776, "eta_seconds": 59044.8258929844, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5677655677655677, "fast_rcnn/fg_cls_accuracy": 0.43223443223443225, "iteration": 130419, "loss_box_reg": 0.008145298139424995, "loss_cls": 0.04481930361362174, "loss_rpn_cls": 0.0009866422046798107, "loss_rpn_loc": 0.001945850324773346, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.531314245890826, "total_loss": 0.05699466923630325}
{"data_time": 0.003735102480277419, "eta_seconds": 59045.417552355444, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4540673211781206, "fast_rcnn/fg_cls_accuracy": 0.5459326788218793, "iteration": 130439, "loss_box_reg": 0.008579466491937637, "loss_cls": 0.04657870321534574, "loss_rpn_cls": 0.0010959245078083768, "loss_rpn_loc": 0.0025791844018385746, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5428233845159411, "total_loss": 0.05917091272976904}
{"data_time": 0.0041597101371735334, "eta_seconds": 59070.89895956195, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.31426332288401254, "fast_rcnn/fg_cls_accuracy": 0.6857366771159874, "iteration": 130459, "loss_box_reg": 0.008474836824461818, "loss_cls": 0.046186336083337665, "loss_rpn_cls": 0.000710080607063901, "loss_rpn_loc": 0.0016408916053478606, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424419848714024, "total_loss": 0.05834405405744292}
{"data_time": 0.0037283743731677532, "eta_seconds": 59074.98950958811, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.440354147250699, "fast_rcnn/fg_cls_accuracy": 0.559645852749301, "iteration": 130479, "loss_box_reg": 0.008405063563259318, "loss_cls": 0.044484755548182875, "loss_rpn_cls": 0.0011248953924223315, "loss_rpn_loc": 0.0029358162810240174, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5439356577116996, "total_loss": 0.057683914559220284}
{"data_time": 0.003654253436252475, "eta_seconds": 59085.15808447753, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.17424242424242425, "fast_rcnn/fg_cls_accuracy": 0.8257575757575758, "iteration": 130499, "loss_box_reg": 0.008347401599166915, "loss_cls": 0.04322667350061238, "loss_rpn_cls": 0.0007732555882853376, "loss_rpn_loc": 0.002155913822207367, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5487302197143435, "total_loss": 0.056767417258214437}
{"data_time": 0.0037118694745004177, "eta_seconds": 59056.8342405397, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3885835095137421, "fast_rcnn/fg_cls_accuracy": 0.6114164904862579, "iteration": 130519, "loss_box_reg": 0.007963406562339514, "loss_cls": 0.045582917402498424, "loss_rpn_cls": 0.0012910211712551245, "loss_rpn_loc": 0.002611079384223558, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378171605989337, "total_loss": 0.05731097890338788}
{"data_time": 0.003962289076298475, "eta_seconds": 59042.62585905008, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.41999072356215217, "fast_rcnn/fg_cls_accuracy": 0.5800092764378479, "iteration": 130539, "loss_box_reg": 0.008993589726742357, "loss_cls": 0.04627358651487157, "loss_rpn_cls": 0.0007845136760806781, "loss_rpn_loc": 0.0021103441267769085, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5385578500572592, "total_loss": 0.06024224921156929}
{"data_time": 0.003980591893196106, "eta_seconds": 59046.24763006461, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.31666666666666665, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 130559, "loss_box_reg": 0.00917422166094184, "loss_cls": 0.04497633338905871, "loss_rpn_cls": 0.0008561456680240553, "loss_rpn_loc": 0.0019514799714670517, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542627384653315, "total_loss": 0.0581483587439493}
{"data_time": 0.003860725089907646, "eta_seconds": 59046.73545978498, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.36376115305422096, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 130579, "loss_box_reg": 0.008637602935777977, "loss_cls": 0.04215927643235773, "loss_rpn_cls": 0.0008585382440173817, "loss_rpn_loc": 0.0022776386886107503, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5416677126195282, "total_loss": 0.0546674599850121}
{"data_time": 0.00435211299918592, "eta_seconds": 59072.272772205295, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39743589743589747, "fast_rcnn/fg_cls_accuracy": 0.6025641025641026, "iteration": 130599, "loss_box_reg": 0.007876242219936103, "loss_cls": 0.04213452071417123, "loss_rpn_cls": 0.0011158816838587882, "loss_rpn_loc": 0.002466611302224919, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5387798466254026, "total_loss": 0.05538580549546168}
{"data_time": 0.0034761670976877213, "eta_seconds": 59064.157647515414, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.42857142857142855, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 130619, "loss_box_reg": 0.008285161020467058, "loss_cls": 0.04410902678500861, "loss_rpn_cls": 0.0010080265913074982, "loss_rpn_loc": 0.0019581798023864394, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5424610215704888, "total_loss": 0.05594803275579352}
{"data_time": 0.0037117560859769583, "eta_seconds": 59036.34480043431, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.25735294117647056, "fast_rcnn/fg_cls_accuracy": 0.7426470588235294, "iteration": 130639, "loss_box_reg": 0.007557990786153823, "loss_cls": 0.04236392199527472, "loss_rpn_cls": 0.0006876097331769415, "loss_rpn_loc": 0.001999388508920674, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5346128230448812, "total_loss": 0.05404509796458967}
{"data_time": 0.0039059449918568134, "eta_seconds": 59032.71359163453, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4238310708898944, "fast_rcnn/fg_cls_accuracy": 0.5761689291101055, "iteration": 130659, "loss_box_reg": 0.008277177403215319, "loss_cls": 0.04180419829208404, "loss_rpn_cls": 0.0006730039303306512, "loss_rpn_loc": 0.0018534621558501385, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5433869210537523, "total_loss": 0.053460200923836965}
{"data_time": 0.004079540027305484, "eta_seconds": 59033.34812366846, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33716216216216216, "fast_rcnn/fg_cls_accuracy": 0.6628378378378379, "iteration": 130679, "loss_box_reg": 0.008713663090020418, "loss_cls": 0.045650406973436475, "loss_rpn_cls": 0.0009124255493588862, "loss_rpn_loc": 0.00267357584561978, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5406654595863074, "total_loss": 0.05828826758761352}
{"data_time": 0.003931829473003745, "eta_seconds": 59018.276672743494, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4284090909090909, "fast_rcnn/fg_cls_accuracy": 0.571590909090909, "iteration": 130699, "loss_box_reg": 0.007788381917634979, "loss_cls": 0.04659083246951923, "loss_rpn_cls": 0.0008511818792840131, "loss_rpn_loc": 0.0018190238188253716, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5372011389117688, "total_loss": 0.057283748408053725}
{"data_time": 0.0037907238584011793, "eta_seconds": 59018.50018583913, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3856209150326797, "fast_rcnn/fg_cls_accuracy": 0.5623123123123124, "iteration": 130719, "loss_box_reg": 0.008235230547143146, "loss_cls": 0.04460638284217566, "loss_rpn_cls": 0.0010310446037919974, "loss_rpn_loc": 0.0027555203105293913, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432376631069928, "total_loss": 0.0563863415137007}
{"data_time": 0.0037041602190583944, "eta_seconds": 59000.94811920985, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.26235146966854284, "fast_rcnn/fg_cls_accuracy": 0.6893830703012913, "iteration": 130739, "loss_box_reg": 0.008106570632662624, "loss_cls": 0.042340823041740805, "loss_rpn_cls": 0.0006822157704391429, "loss_rpn_loc": 0.0022828457349532982, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5401948243379593, "total_loss": 0.05583551475478998}
{"data_time": 0.00408033118583262, "eta_seconds": 58988.55967281549, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.23750000000000002, "fast_rcnn/fg_cls_accuracy": 0.7625, "iteration": 130759, "loss_box_reg": 0.008040566317504272, "loss_cls": 0.04465337988222018, "loss_rpn_cls": 0.0008823234419992332, "loss_rpn_loc": 0.00230592546358821, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5379470831248909, "total_loss": 0.05759280389941068}
{"data_time": 0.003779259044677019, "eta_seconds": 58981.25348409754, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4056695992179863, "fast_rcnn/fg_cls_accuracy": 0.5943304007820137, "iteration": 130779, "loss_box_reg": 0.00849394773831591, "loss_cls": 0.04503972054226324, "loss_rpn_cls": 0.0009853850298213729, "loss_rpn_loc": 0.002508899739041226, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429685686249286, "total_loss": 0.05724101505359158}
{"data_time": 0.003917713183909655, "eta_seconds": 58975.29523699288, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3578431372549019, "fast_rcnn/fg_cls_accuracy": 0.6118538324420677, "iteration": 130799, "loss_box_reg": 0.008000105241080746, "loss_cls": 0.045335844275541604, "loss_rpn_cls": 0.0008308261752461021, "loss_rpn_loc": 0.0023377911493298598, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5402465490624309, "total_loss": 0.05699247923280382}
{"data_time": 0.00373863335698843, "eta_seconds": 58964.49399978132, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 130819, "loss_box_reg": 0.008468755142530426, "loss_cls": 0.0426035943091847, "loss_rpn_cls": 0.0008065442194720163, "loss_rpn_loc": 0.0018454963519616285, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5388093460351229, "total_loss": 0.054105219453362}
{"data_time": 0.003898177994415164, "eta_seconds": 58953.69276256976, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3564814814814815, "fast_rcnn/fg_cls_accuracy": 0.6435185185185185, "iteration": 130839, "loss_box_reg": 0.007836093500372954, "loss_cls": 0.042403031315188855, "loss_rpn_cls": 0.0007370258855985412, "loss_rpn_loc": 0.002626198809593916, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381642323918641, "total_loss": 0.05541361056157257}
{"data_time": 0.0039697985630482435, "eta_seconds": 58942.891525358194, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.297979797979798, "fast_rcnn/fg_cls_accuracy": 0.702020202020202, "iteration": 130859, "loss_box_reg": 0.008178466407116503, "loss_cls": 0.044550376711413264, "loss_rpn_cls": 0.0007066971657820886, "loss_rpn_loc": 0.0019453177737887017, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5484814944211394, "total_loss": 0.057543114284129615}
{"data_time": 0.0036675669252872467, "eta_seconds": 58944.68759686104, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.44390243902439025, "fast_rcnn/fg_cls_accuracy": 0.5435975609756097, "iteration": 130879, "loss_box_reg": 0.009430191305000335, "loss_cls": 0.047967464546673, "loss_rpn_cls": 0.0007640373372623799, "loss_rpn_loc": 0.0031307455465139356, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.544189770007506, "total_loss": 0.06370546576727065}
{"data_time": 0.003877603216096759, "eta_seconds": 58926.298412594944, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3944444444444445, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 130899, "loss_box_reg": 0.008053729427047074, "loss_cls": 0.04769288853276521, "loss_rpn_cls": 0.000923581641814053, "loss_rpn_loc": 0.002046099790277367, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5395405306480825, "total_loss": 0.05920422263830005}
{"data_time": 0.003849694039672613, "eta_seconds": 58905.65103138448, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2829119442022668, "fast_rcnn/fg_cls_accuracy": 0.7170880557977333, "iteration": 130919, "loss_box_reg": 0.008916159742511809, "loss_cls": 0.04268496495205909, "loss_rpn_cls": 0.0010807108878907457, "loss_rpn_loc": 0.0023766453723510494, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5342544605955482, "total_loss": 0.05622170619329836}
{"data_time": 0.0038115798961371183, "eta_seconds": 58891.87157901563, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3743872549019608, "fast_rcnn/fg_cls_accuracy": 0.5951867816091954, "iteration": 130939, "loss_box_reg": 0.008025326213100925, "loss_cls": 0.041664659744128585, "loss_rpn_cls": 0.0014233604219953122, "loss_rpn_loc": 0.0024627336679259315, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5299144794698805, "total_loss": 0.05606075840159974}
{"data_time": 0.0035992651246488094, "eta_seconds": 58888.88533930038, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3579661016949153, "fast_rcnn/fg_cls_accuracy": 0.6420338983050847, "iteration": 130959, "loss_box_reg": 0.008136104152072221, "loss_cls": 0.04388001130428165, "loss_rpn_cls": 0.0016831438026656542, "loss_rpn_loc": 0.0023299285130633507, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.543593107489869, "total_loss": 0.05604249580846954}
{"data_time": 0.0038724890910089016, "eta_seconds": 58873.249980221735, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3312324929971989, "fast_rcnn/fg_cls_accuracy": 0.664387031408308, "iteration": 130979, "loss_box_reg": 0.008619804837508127, "loss_cls": 0.04614387848414481, "loss_rpn_cls": 0.0008468706487292366, "loss_rpn_loc": 0.003002264111273689, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5394932003691792, "total_loss": 0.05878679632735384}
{"data_time": 0.0037963951472193003, "eta_seconds": 58879.86632037326, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5095274390243902, "fast_rcnn/fg_cls_accuracy": 0.4878048780487805, "iteration": 130999, "loss_box_reg": 0.00798031158046797, "loss_cls": 0.04691803932655603, "loss_rpn_cls": 0.0009399001783094718, "loss_rpn_loc": 0.002389670622505946, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5469044880010188, "total_loss": 0.06019841893061084}
{"data_time": 0.0040303950663656, "eta_seconds": 58879.61675738683, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.43050193050193053, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 131019, "loss_box_reg": 0.008399903279496357, "loss_cls": 0.04621857276652008, "loss_rpn_cls": 0.001042898447906282, "loss_rpn_loc": 0.0022472817672678502, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5315987572539598, "total_loss": 0.05950830943470464}
{"data_time": 0.004309012088924646, "eta_seconds": 58860.06971970666, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.245014245014245, "fast_rcnn/fg_cls_accuracy": 0.754985754985755, "iteration": 131039, "loss_box_reg": 0.0081978318921756, "loss_cls": 0.04195480118505657, "loss_rpn_cls": 0.0007612960727101381, "loss_rpn_loc": 0.0023059597060637316, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5421843763906509, "total_loss": 0.0535132151005655}
{"data_time": 0.0038386411033570766, "eta_seconds": 58841.50832064031, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.41789416257501366, "fast_rcnn/fg_cls_accuracy": 0.5390189520624302, "iteration": 131059, "loss_box_reg": 0.008938029903220013, "loss_cls": 0.047536894446238875, "loss_rpn_cls": 0.0009876036887135342, "loss_rpn_loc": 0.0020722421886603115, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.527915250044316, "total_loss": 0.06005428353904563}
{"data_time": 0.004053587559610605, "eta_seconds": 58838.46196290571, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3263888888888889, "fast_rcnn/fg_cls_accuracy": 0.6736111111111112, "iteration": 131079, "loss_box_reg": 0.00873519407468848, "loss_cls": 0.04425936099141836, "loss_rpn_cls": 0.0011262565759579957, "loss_rpn_loc": 0.0018477573939890135, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5420282762497663, "total_loss": 0.05660813768469097}
{"data_time": 0.004135235445573926, "eta_seconds": 58822.10282344022, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.42203742203742206, "fast_rcnn/fg_cls_accuracy": 0.5138600138600139, "iteration": 131099, "loss_box_reg": 0.00891469226917252, "loss_cls": 0.04139418512932025, "loss_rpn_cls": 0.0010154724580786478, "loss_rpn_loc": 0.0021767195175925735, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5456503976602107, "total_loss": 0.05550094205216283}
{"data_time": 0.0039794722106307745, "eta_seconds": 58833.5115795522, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4126984126984127, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 131119, "loss_box_reg": 0.008609676850028336, "loss_cls": 0.042961776023730636, "loss_rpn_cls": 0.0008079018880380318, "loss_rpn_loc": 0.002176859879909898, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5448401339817792, "total_loss": 0.056645861379479356}
{"data_time": 0.003909784369170666, "eta_seconds": 58814.783859809395, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4264354066985646, "fast_rcnn/fg_cls_accuracy": 0.5337837837837838, "iteration": 131139, "loss_box_reg": 0.00867578509496525, "loss_cls": 0.04741865082178265, "loss_rpn_cls": 0.0010101661241037618, "loss_rpn_loc": 0.0021861070781596936, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363283704500645, "total_loss": 0.059067704786059494}
{"data_time": 0.0038608175236731768, "eta_seconds": 58811.897703272756, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.09429824561403508, "fast_rcnn/fg_cls_accuracy": 0.9057017543859649, "iteration": 131159, "loss_box_reg": 0.008485896571073681, "loss_cls": 0.04415160394273698, "loss_rpn_cls": 0.0006330339048190581, "loss_rpn_loc": 0.002188187343563186, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373684540390968, "total_loss": 0.0548799826923414}
{"data_time": 0.003787643974646926, "eta_seconds": 58801.090765133034, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.160676532769556, "fast_rcnn/fg_cls_accuracy": 0.8393234672304439, "iteration": 131179, "loss_box_reg": 0.008258193382062018, "loss_cls": 0.04397577128838748, "loss_rpn_cls": 0.0008679781613523119, "loss_rpn_loc": 0.0023566812997160014, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.540014476981014, "total_loss": 0.056267367454552186}
{"data_time": 0.003704024013131857, "eta_seconds": 58782.36741102068, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.28095238095238095, "fast_rcnn/fg_cls_accuracy": 0.719047619047619, "iteration": 131199, "loss_box_reg": 0.008780617674347013, "loss_cls": 0.046554505184758455, "loss_rpn_cls": 0.0009908936963256565, "loss_rpn_loc": 0.002503864641766995, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.539368140976876, "total_loss": 0.06142923938101319}
{"data_time": 0.004039553226903081, "eta_seconds": 58771.561928091105, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.48303287380699894, "fast_rcnn/fg_cls_accuracy": 0.5169671261930011, "iteration": 131219, "loss_box_reg": 0.0078005544492043555, "loss_cls": 0.046624779934063554, "loss_rpn_cls": 0.0005955990411621315, "loss_rpn_loc": 0.002105507672240492, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5463523564394563, "total_loss": 0.060025316356814074}
{"data_time": 0.0036780487280339003, "eta_seconds": 58752.030935701914, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 131239, "loss_box_reg": 0.008160466619301587, "loss_cls": 0.04574752983171493, "loss_rpn_cls": 0.0009192186071231845, "loss_rpn_loc": 0.0023986759915715083, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5275393424089998, "total_loss": 0.057139541440164976}
{"data_time": 0.0038732870016247034, "eta_seconds": 58759.73385306238, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 131259, "loss_box_reg": 0.007751794095383957, "loss_cls": 0.042900751694105566, "loss_rpn_cls": 0.0007224416884241691, "loss_rpn_loc": 0.0025510511950415093, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5385359674692154, "total_loss": 0.05581193728824019}
{"data_time": 0.004226224264129996, "eta_seconds": 58721.05745791271, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4337979094076655, "fast_rcnn/fg_cls_accuracy": 0.5598995695839312, "iteration": 131279, "loss_box_reg": 0.009110164653975517, "loss_cls": 0.04353694512974471, "loss_rpn_cls": 0.0008466329206839873, "loss_rpn_loc": 0.002164503628591774, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355147568043321, "total_loss": 0.05465417611463863}
{"data_time": 0.003564512124285102, "eta_seconds": 58705.264306703815, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3094017094017094, "fast_rcnn/fg_cls_accuracy": 0.6905982905982906, "iteration": 131299, "loss_box_reg": 0.008897216059267521, "loss_cls": 0.044724342064000666, "loss_rpn_cls": 0.0013962847324933136, "loss_rpn_loc": 0.0023990713598323055, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5314615170937032, "total_loss": 0.058415214603883214}
{"data_time": 0.003864892525598407, "eta_seconds": 58689.64402363286, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3851744186046512, "fast_rcnn/fg_cls_accuracy": 0.5773255813953488, "iteration": 131319, "loss_box_reg": 0.009033564187120646, "loss_cls": 0.04328950587660074, "loss_rpn_cls": 0.0005126154994741228, "loss_rpn_loc": 0.0022645265598839615, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404490253422409, "total_loss": 0.056098728618849236}
{"data_time": 0.0036787635181099176, "eta_seconds": 58690.615910938475, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28157894736842104, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 131339, "loss_box_reg": 0.008419635123573244, "loss_cls": 0.04523604258429259, "loss_rpn_cls": 0.0008520477906586166, "loss_rpn_loc": 0.0023712529400654603, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5459226870443672, "total_loss": 0.05628609989707911}
{"data_time": 0.0034131084103137255, "eta_seconds": 58672.86059506913, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.475, "fast_rcnn/fg_cls_accuracy": 0.5208333333333333, "iteration": 131359, "loss_box_reg": 0.008854283194523305, "loss_cls": 0.045386322832200676, "loss_rpn_cls": 0.0005726214649257599, "loss_rpn_loc": 0.002219708578195423, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538344789063558, "total_loss": 0.05766162963220722}
{"data_time": 0.003929931670427322, "eta_seconds": 58635.86139174155, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2482456140350877, "fast_rcnn/fg_cls_accuracy": 0.7385964912280703, "iteration": 131379, "loss_box_reg": 0.008763272606302053, "loss_cls": 0.043544587562792, "loss_rpn_cls": 0.000843570673822569, "loss_rpn_loc": 0.0021939911275694612, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5343874625395983, "total_loss": 0.05407032828509273}
{"data_time": 0.003955434309318662, "eta_seconds": 58640.880590262124, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3359559402045633, "fast_rcnn/fg_cls_accuracy": 0.6640440597954367, "iteration": 131399, "loss_box_reg": 0.007685712771490216, "loss_cls": 0.04214662761660293, "loss_rpn_cls": 0.0009098807465761638, "loss_rpn_loc": 0.0021652719824487576, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457437932491302, "total_loss": 0.05523291695942589}
{"data_time": 0.003877317300066352, "eta_seconds": 58647.40584225813, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5384057971014493, "fast_rcnn/fg_cls_accuracy": 0.4615942028985507, "iteration": 131419, "loss_box_reg": 0.008585735064116307, "loss_cls": 0.04622406151611358, "loss_rpn_cls": 0.0006979971439022847, "loss_rpn_loc": 0.002531536833885184, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374686110299081, "total_loss": 0.05804222234831968}
{"data_time": 0.0040277149528265, "eta_seconds": 58619.281938098604, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49965349965349964, "fast_rcnn/fg_cls_accuracy": 0.5003465003465003, "iteration": 131439, "loss_box_reg": 0.0086788845655974, "loss_cls": 0.04567161458544433, "loss_rpn_cls": 0.0012364858966407155, "loss_rpn_loc": 0.002237198918010108, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5386074567213655, "total_loss": 0.056957845948431896}
{"data_time": 0.003629546146839857, "eta_seconds": 58603.73398924107, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.37443310657596374, "fast_rcnn/fg_cls_accuracy": 0.6255668934240363, "iteration": 131459, "loss_box_reg": 0.007733575796009973, "loss_cls": 0.04250329814385623, "loss_rpn_cls": 0.0005952014685135509, "loss_rpn_loc": 0.001839483233197825, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5397597954142839, "total_loss": 0.05584878313993613}
{"data_time": 0.004221352515742183, "eta_seconds": 58587.15012462414, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3767345050878816, "fast_rcnn/fg_cls_accuracy": 0.5851449275362319, "iteration": 131479, "loss_box_reg": 0.008275570900877938, "loss_cls": 0.044999000150710344, "loss_rpn_cls": 0.0009983492359424417, "loss_rpn_loc": 0.00226041234418517, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5410998370498419, "total_loss": 0.057154609791496114}
{"data_time": 0.0041806926019489765, "eta_seconds": 58525.26401703176, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3890931372549019, "fast_rcnn/fg_cls_accuracy": 0.610906862745098, "iteration": 131499, "loss_box_reg": 0.007943230302771553, "loss_cls": 0.044039476779289544, "loss_rpn_cls": 0.0005528128106107033, "loss_rpn_loc": 0.002474413608069881, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5372104689013213, "total_loss": 0.055576382152935366}
{"data_time": 0.0037120881024748087, "eta_seconds": 58505.617668446386, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.35629099582587953, "fast_rcnn/fg_cls_accuracy": 0.6437090041741205, "iteration": 131519, "loss_box_reg": 0.008307982672704384, "loss_cls": 0.04521603282773867, "loss_rpn_cls": 0.0009988946032990498, "loss_rpn_loc": 0.002579722771770321, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.533369526034221, "total_loss": 0.05689927946013995}
{"data_time": 0.0041114818304777145, "eta_seconds": 58503.68808168848, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.22670807453416147, "fast_rcnn/fg_cls_accuracy": 0.7522296544035675, "iteration": 131539, "loss_box_reg": 0.00816985048004426, "loss_cls": 0.04486244323197752, "loss_rpn_cls": 0.0005163589113408307, "loss_rpn_loc": 0.0025235703578800894, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5403379399795085, "total_loss": 0.057547062271510185}
{"data_time": 0.0037713805213570595, "eta_seconds": 58484.04499943764, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43578894972623194, "fast_rcnn/fg_cls_accuracy": 0.5642110502737681, "iteration": 131559, "loss_box_reg": 0.007966606819536537, "loss_cls": 0.04354162578238174, "loss_rpn_cls": 0.0006132938667633425, "loss_rpn_loc": 0.0019504566844261717, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401872545480728, "total_loss": 0.05599586858704697}
{"data_time": 0.0038914845790714025, "eta_seconds": 58503.535213597585, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4054621848739496, "fast_rcnn/fg_cls_accuracy": 0.5945378151260504, "iteration": 131579, "loss_box_reg": 0.008724502840777859, "loss_cls": 0.04485277901403606, "loss_rpn_cls": 0.0006318334394563863, "loss_rpn_loc": 0.0025668965026852675, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5469236054923385, "total_loss": 0.059182853390552737}
{"data_time": 0.00404630065895617, "eta_seconds": 58462.47233042889, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4121212121212121, "fast_rcnn/fg_cls_accuracy": 0.5878787878787879, "iteration": 131599, "loss_box_reg": 0.007727968360995874, "loss_cls": 0.045357100723776966, "loss_rpn_cls": 0.0009071507732869577, "loss_rpn_loc": 0.0017858209685073234, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376036455854774, "total_loss": 0.056452723323332066}
{"data_time": 0.004079899517819285, "eta_seconds": 58451.68599592452, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.458041958041958, "fast_rcnn/fg_cls_accuracy": 0.5419580419580419, "iteration": 131619, "loss_box_reg": 0.008317395520862192, "loss_cls": 0.044534765649586916, "loss_rpn_cls": 0.0010702538695568364, "loss_rpn_loc": 0.0022195455985638546, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381458869669586, "total_loss": 0.05750348215019585}
{"data_time": 0.003707398194819689, "eta_seconds": 58485.398022304755, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.361764705882353, "fast_rcnn/fg_cls_accuracy": 0.638235294117647, "iteration": 131639, "loss_box_reg": 0.009245826629921794, "loss_cls": 0.0455233248649165, "loss_rpn_cls": 0.0005876375499838105, "loss_rpn_loc": 0.002410080527624814, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5400430979207158, "total_loss": 0.05807932782931857}
{"data_time": 0.0036865149158984423, "eta_seconds": 58430.11332691577, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.445, "fast_rcnn/fg_cls_accuracy": 0.5442307692307693, "iteration": 131659, "loss_box_reg": 0.009017918549943715, "loss_cls": 0.04400843381881714, "loss_rpn_cls": 0.0009365577698190464, "loss_rpn_loc": 0.001809175249945838, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535999491577968, "total_loss": 0.057322633420199054}
{"data_time": 0.004041729960590601, "eta_seconds": 58417.69351442554, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1568627450980392, "fast_rcnn/fg_cls_accuracy": 0.8431372549019608, "iteration": 131679, "loss_box_reg": 0.008484620659146458, "loss_cls": 0.046125729219056666, "loss_rpn_cls": 0.001296807852099846, "loss_rpn_loc": 0.0020005777332698926, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374768304172903, "total_loss": 0.0608221503276809}
{"data_time": 0.0037761114072054625, "eta_seconds": 58438.783696588594, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5362277170787809, "fast_rcnn/fg_cls_accuracy": 0.4531339850488787, "iteration": 131699, "loss_box_reg": 0.008166307292412966, "loss_cls": 0.045570694375783205, "loss_rpn_cls": 0.00135254783003802, "loss_rpn_loc": 0.0020883471279375954, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.550292185973376, "total_loss": 0.058406766486001516}
{"data_time": 0.004294771933928132, "eta_seconds": 58397.75432340265, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5874999999999999, "fast_rcnn/fg_cls_accuracy": 0.4125, "iteration": 131719, "loss_box_reg": 0.008516085683368146, "loss_cls": 0.04389304737560451, "loss_rpn_cls": 0.0009497343630755495, "loss_rpn_loc": 0.0019021074294869322, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405113964807242, "total_loss": 0.056379347038728156}
{"data_time": 0.0035482386592775583, "eta_seconds": 58385.33541571093, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.31785714285714284, "fast_rcnn/fg_cls_accuracy": 0.5677248677248676, "iteration": 131739, "loss_box_reg": 0.008786926104221493, "loss_cls": 0.04265551606658846, "loss_rpn_cls": 0.0006702320873159806, "loss_rpn_loc": 0.0022557913762284443, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5408598785288632, "total_loss": 0.054965978503844326}
{"data_time": 0.003789106849581003, "eta_seconds": 58374.54938280606, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36742424242424243, "fast_rcnn/fg_cls_accuracy": 0.6098484848484849, "iteration": 131759, "loss_box_reg": 0.007773080316837877, "loss_cls": 0.04600995755754411, "loss_rpn_cls": 0.00048386964908786467, "loss_rpn_loc": 0.0020750448366015917, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385491610504687, "total_loss": 0.05637941661507284}
{"data_time": 0.003684188472107053, "eta_seconds": 58363.763349901186, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.26413690476190477, "fast_rcnn/fg_cls_accuracy": 0.7358630952380952, "iteration": 131779, "loss_box_reg": 0.008243202610174194, "loss_cls": 0.04628345859237015, "loss_rpn_cls": 0.0012718689702069241, "loss_rpn_loc": 0.003084121701249387, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449027856811881, "total_loss": 0.059655219283740735}
{"data_time": 0.0038248286582529545, "eta_seconds": 58354.60898538516, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2653958944281525, "fast_rcnn/fg_cls_accuracy": 0.7247474747474747, "iteration": 131799, "loss_box_reg": 0.00875023368280381, "loss_cls": 0.04416932031745091, "loss_rpn_cls": 0.0009230902217041148, "loss_rpn_loc": 0.002300357722560875, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5462660570628941, "total_loss": 0.05655631572199127}
{"data_time": 0.003968569682911038, "eta_seconds": 58339.84893980762, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45270270270270274, "fast_rcnn/fg_cls_accuracy": 0.5472972972972974, "iteration": 131819, "loss_box_reg": 0.007915768743259832, "loss_cls": 0.045585205021779984, "loss_rpn_cls": 0.000628176172313033, "loss_rpn_loc": 0.002307915694473195, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371207345742732, "total_loss": 0.057186637333813906}
{"data_time": 0.004236667649820447, "eta_seconds": 58329.06333994446, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.46825396825396826, "fast_rcnn/fg_cls_accuracy": 0.5285947712418301, "iteration": 131839, "loss_box_reg": 0.008326873619807884, "loss_cls": 0.04308631521416828, "loss_rpn_cls": 0.0013091945743326505, "loss_rpn_loc": 0.002274020973345614, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5403113393113017, "total_loss": 0.055686078188273314}
{"data_time": 0.004103042418137193, "eta_seconds": 58313.51758628106, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.46980255516840885, "fast_rcnn/fg_cls_accuracy": 0.5301974448315911, "iteration": 131859, "loss_box_reg": 0.008783161494648084, "loss_cls": 0.04459469736320898, "loss_rpn_cls": 0.0012126197326551846, "loss_rpn_loc": 0.00241394340628176, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376603654585779, "total_loss": 0.05823594145206812}
{"data_time": 0.0039009666070342064, "eta_seconds": 58277.448597283335, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.229375, "fast_rcnn/fg_cls_accuracy": 0.770625, "iteration": 131879, "loss_box_reg": 0.008870085963280872, "loss_cls": 0.043462992645800114, "loss_rpn_cls": 0.0009520578729933504, "loss_rpn_loc": 0.0026061756325361785, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5345977048855275, "total_loss": 0.056611358288463975}
{"data_time": 0.003920620074495673, "eta_seconds": 58241.64893527911, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.305019305019305, "fast_rcnn/fg_cls_accuracy": 0.6949806949806949, "iteration": 131899, "loss_box_reg": 0.008356025646207854, "loss_cls": 0.043345337151549757, "loss_rpn_cls": 0.0007879997926636406, "loss_rpn_loc": 0.0018688128384383162, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5304703682195395, "total_loss": 0.054506393848640755}
{"data_time": 0.003813918447121978, "eta_seconds": 58256.66816101293, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5199146514935988, "fast_rcnn/fg_cls_accuracy": 0.48008534850640117, "iteration": 131919, "loss_box_reg": 0.008036256622290239, "loss_cls": 0.047646196209825575, "loss_rpn_cls": 0.0008652092483885099, "loss_rpn_loc": 0.002200392913437099, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.542888710508123, "total_loss": 0.059460069143540295}
{"data_time": 0.0044355145655572414, "eta_seconds": 58261.83404985443, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3114035087719298, "fast_rcnn/fg_cls_accuracy": 0.6885964912280702, "iteration": 131939, "loss_box_reg": 0.008276003587525338, "loss_cls": 0.04355329688405618, "loss_rpn_cls": 0.0003732812214138903, "loss_rpn_loc": 0.0019077912656939588, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5388663609046489, "total_loss": 0.05600377117946209}
{"data_time": 0.0035707401111721992, "eta_seconds": 58264.34974076552, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39652014652014655, "fast_rcnn/fg_cls_accuracy": 0.5987179487179487, "iteration": 131959, "loss_box_reg": 0.009027726293425076, "loss_cls": 0.04634343250654638, "loss_rpn_cls": 0.0008218508543791359, "loss_rpn_loc": 0.002168296956369886, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5458189428318292, "total_loss": 0.05863112081055988}
{"data_time": 0.004467283608391881, "eta_seconds": 58253.56414090237, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 131979, "loss_box_reg": 0.007645936158951372, "loss_cls": 0.042076123296283185, "loss_rpn_cls": 0.0007049030360803954, "loss_rpn_loc": 0.002184634216973791, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5389608233235776, "total_loss": 0.05402324700398253}
{"data_time": 0.003781405743211508, "eta_seconds": 58213.43259767373, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.37941176470588234, "fast_rcnn/fg_cls_accuracy": 0.6205882352941177, "iteration": 131999, "loss_box_reg": 0.008446102874586359, "loss_cls": 0.04576706571970135, "loss_rpn_cls": 0.0014305132970093837, "loss_rpn_loc": 0.00250730511470465, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378599097020924, "total_loss": 0.05987735208196909}
{"data_time": 0.0036771653685718775, "eta_seconds": 58195.18559603812, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32575757575757575, "fast_rcnn/fg_cls_accuracy": 0.6742424242424242, "iteration": 132019, "loss_box_reg": 0.008206409896956757, "loss_cls": 0.044126530759967864, "loss_rpn_cls": 0.0006275554268313499, "loss_rpn_loc": 0.002018567911363789, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354109373874962, "total_loss": 0.05610056118391071}
{"data_time": 0.003873347071930766, "eta_seconds": 58184.40681354934, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3798076923076923, "fast_rcnn/fg_cls_accuracy": 0.6201923076923077, "iteration": 132039, "loss_box_reg": 0.008423038001637906, "loss_cls": 0.04185428097844124, "loss_rpn_cls": 0.0005640271754145942, "loss_rpn_loc": 0.002337043701118091, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5432219495996833, "total_loss": 0.05363366666347247}
{"data_time": 0.00424429657869041, "eta_seconds": 58181.47096572071, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2737012987012987, "fast_rcnn/fg_cls_accuracy": 0.7262987012987012, "iteration": 132059, "loss_box_reg": 0.007536471821367741, "loss_cls": 0.042478923278395087, "loss_rpn_cls": 0.0008657000368543777, "loss_rpn_loc": 0.0025205534602719126, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5428624891210347, "total_loss": 0.05338352940236746}
{"data_time": 0.0037556649185717106, "eta_seconds": 58186.352083493024, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4727941176470588, "fast_rcnn/fg_cls_accuracy": 0.5272058823529412, "iteration": 132079, "loss_box_reg": 0.008061978471232578, "loss_cls": 0.04498846794012934, "loss_rpn_cls": 0.0009388615727630167, "loss_rpn_loc": 0.002157553914003074, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5467044103424996, "total_loss": 0.05765031487317174}
{"data_time": 0.0038237343542277813, "eta_seconds": 58159.53177027614, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3273809523809524, "fast_rcnn/fg_cls_accuracy": 0.6726190476190477, "iteration": 132099, "loss_box_reg": 0.008952371863415465, "loss_cls": 0.04522790003102273, "loss_rpn_cls": 0.0005144676537156556, "loss_rpn_loc": 0.002051034509349847, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5327997854910791, "total_loss": 0.0610373289234758}
{"data_time": 0.003864810336381197, "eta_seconds": 58141.29168359423, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4790552584670232, "fast_rcnn/fg_cls_accuracy": 0.5209447415329769, "iteration": 132119, "loss_box_reg": 0.008379709703149274, "loss_cls": 0.044815943809226155, "loss_rpn_cls": 0.0007470998747578506, "loss_rpn_loc": 0.0018229227462143172, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5308229590300471, "total_loss": 0.060082750382434824}
{"data_time": 0.0037439505103975534, "eta_seconds": 58137.9714393171, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3143939393939394, "fast_rcnn/fg_cls_accuracy": 0.6856060606060606, "iteration": 132139, "loss_box_reg": 0.008467007806757465, "loss_cls": 0.045132047234801576, "loss_rpn_cls": 0.0007434171677687118, "loss_rpn_loc": 0.002426752918836428, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5410538939759135, "total_loss": 0.05821273862943599}
{"data_time": 0.004258386557921767, "eta_seconds": 58132.539600449614, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.45239880059970017, "fast_rcnn/fg_cls_accuracy": 0.5476011994002998, "iteration": 132159, "loss_box_reg": 0.008778769231867045, "loss_cls": 0.044304347480647266, "loss_rpn_cls": 0.001139426208965233, "loss_rpn_loc": 0.0022502403444377705, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5465865456499159, "total_loss": 0.05647703702243234}
{"data_time": 0.003980359761044383, "eta_seconds": 58116.411108358065, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23431372549019608, "fast_rcnn/fg_cls_accuracy": 0.6923076923076923, "iteration": 132179, "loss_box_reg": 0.008127157765557058, "loss_cls": 0.04364045592956245, "loss_rpn_cls": 0.000830383213155983, "loss_rpn_loc": 0.0019554358241293812, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5380577850155532, "total_loss": 0.05605413791084857}
{"data_time": 0.0041779272723942995, "eta_seconds": 58105.23168710107, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4096774193548387, "fast_rcnn/fg_cls_accuracy": 0.5903225806451613, "iteration": 132199, "loss_box_reg": 0.007985177886439487, "loss_cls": 0.045338871190324426, "loss_rpn_cls": 0.0011057822250677418, "loss_rpn_loc": 0.0019956607502535917, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5431349757127464, "total_loss": 0.05690663657952655}
{"data_time": 0.00407786387950182, "eta_seconds": 58087.39777115034, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.45454545454545453, "fast_rcnn/fg_cls_accuracy": 0.5454545454545454, "iteration": 132219, "loss_box_reg": 0.009262856328859925, "loss_cls": 0.047714862681459635, "loss_rpn_cls": 0.0005275672402831333, "loss_rpn_loc": 0.0019864848800352775, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392160220071673, "total_loss": 0.0605295796625569}
{"data_time": 0.003946902928873897, "eta_seconds": 58110.650849021506, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.28214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6876847290640394, "iteration": 132239, "loss_box_reg": 0.00893915820051916, "loss_cls": 0.04539636094705202, "loss_rpn_cls": 0.0005802952151725549, "loss_rpn_loc": 0.0025996147087425925, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413715236354619, "total_loss": 0.057669690605280266}
{"data_time": 0.003961049485951662, "eta_seconds": 58084.45317633869, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5256578947368421, "fast_rcnn/fg_cls_accuracy": 0.4743421052631579, "iteration": 132259, "loss_box_reg": 0.008806073892628774, "loss_cls": 0.044860976515337825, "loss_rpn_cls": 0.0007909880385170709, "loss_rpn_loc": 0.00264629003504524, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5373756394255906, "total_loss": 0.05677899069917203}
{"data_time": 0.004128605825826526, "eta_seconds": 58104.547824672656, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20601237842617154, "fast_rcnn/fg_cls_accuracy": 0.7819683908045978, "iteration": 132279, "loss_box_reg": 0.00882539790472947, "loss_cls": 0.045739159220829606, "loss_rpn_cls": 0.0013633124537761887, "loss_rpn_loc": 0.002476352747180499, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5379897688981146, "total_loss": 0.05771312398042028}
{"data_time": 0.003725823014974594, "eta_seconds": 58105.036849227734, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41784338896020534, "fast_rcnn/fg_cls_accuracy": 0.5821566110397947, "iteration": 132299, "loss_box_reg": 0.008579613146139309, "loss_cls": 0.045291868736967444, "loss_rpn_cls": 0.001221071309259969, "loss_rpn_loc": 0.0028796877413697075, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387408540118486, "total_loss": 0.0577874817411157}
{"data_time": 0.003586139529943466, "eta_seconds": 58075.323039925424, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34285714285714286, "fast_rcnn/fg_cls_accuracy": 0.6571428571428573, "iteration": 132319, "loss_box_reg": 0.008827310259221122, "loss_cls": 0.04467714187921956, "loss_rpn_cls": 0.0007185338112094541, "loss_rpn_loc": 0.0019511373720888514, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387640506960452, "total_loss": 0.055564018399650195}
{"data_time": 0.0037797358818352222, "eta_seconds": 58050.09774922952, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3756998880179171, "fast_rcnn/fg_cls_accuracy": 0.594224924012158, "iteration": 132339, "loss_box_reg": 0.009006922598928213, "loss_cls": 0.045567484688945115, "loss_rpn_cls": 0.0010892418368939616, "loss_rpn_loc": 0.002187167963711545, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398177872411907, "total_loss": 0.05862078715176722}
{"data_time": 0.0034996732138097286, "eta_seconds": 58039.31388176605, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.43768996960486317, "fast_rcnn/fg_cls_accuracy": 0.5623100303951367, "iteration": 132359, "loss_box_reg": 0.00817978841951117, "loss_cls": 0.04486287335748784, "loss_rpn_cls": 0.0008321648325306796, "loss_rpn_loc": 0.0021683964150724933, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5408955398015678, "total_loss": 0.05622331983022377}
{"data_time": 0.004022291395813227, "eta_seconds": 58072.91806368949, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2364953886693017, "fast_rcnn/fg_cls_accuracy": 0.733201581027668, "iteration": 132379, "loss_box_reg": 0.008213927096221596, "loss_cls": 0.044380162726156414, "loss_rpn_cls": 0.0011193560058018193, "loss_rpn_loc": 0.0025835724018179462, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5460774076636881, "total_loss": 0.05682317971240991}
{"data_time": 0.0044621932320296764, "eta_seconds": 58044.75918899942, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3480263157894737, "fast_rcnn/fg_cls_accuracy": 0.6429878048780489, "iteration": 132399, "loss_box_reg": 0.008271966900792904, "loss_cls": 0.043910776264965534, "loss_rpn_cls": 0.0006969735361508356, "loss_rpn_loc": 0.002055507771729026, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388039061799645, "total_loss": 0.05485359861404504}
{"data_time": 0.003516735974699259, "eta_seconds": 58016.65478760353, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.472953216374269, "fast_rcnn/fg_cls_accuracy": 0.527046783625731, "iteration": 132419, "loss_box_reg": 0.009295321884565055, "loss_cls": 0.042208396771457046, "loss_rpn_cls": 0.0008436050546265506, "loss_rpn_loc": 0.002184119264711626, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5347192818298936, "total_loss": 0.05455379384920889}
{"data_time": 0.003709295066073537, "eta_seconds": 57976.64648783952, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40454545454545454, "fast_rcnn/fg_cls_accuracy": 0.5954545454545455, "iteration": 132439, "loss_box_reg": 0.008798335067695007, "loss_cls": 0.04128171596676111, "loss_rpn_cls": 0.0009285656674364873, "loss_rpn_loc": 0.0025828090656432323, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5369406961835921, "total_loss": 0.052983419741053694}
{"data_time": 0.0044377821031957865, "eta_seconds": 57966.196138881845, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2786377708978328, "fast_rcnn/fg_cls_accuracy": 0.7116368286445013, "iteration": 132459, "loss_box_reg": 0.007733151083812118, "loss_cls": 0.044345592497847974, "loss_rpn_cls": 0.0008605343816157074, "loss_rpn_loc": 0.002419742491838406, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539594043046236, "total_loss": 0.05556938366407849}
{"data_time": 0.003975795349106193, "eta_seconds": 57954.310407406185, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23022367703218766, "fast_rcnn/fg_cls_accuracy": 0.7697763229678123, "iteration": 132479, "loss_box_reg": 0.008072754368185997, "loss_cls": 0.043574587849434465, "loss_rpn_cls": 0.0005273545980912786, "loss_rpn_loc": 0.0019177992126060417, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5382817415520549, "total_loss": 0.0536460105402341}
{"data_time": 0.003974779509007931, "eta_seconds": 57944.30578080565, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.35625, "fast_rcnn/fg_cls_accuracy": 0.64375, "iteration": 132499, "loss_box_reg": 0.008789294806774706, "loss_cls": 0.045410523656755686, "loss_rpn_cls": 0.00045101956618509575, "loss_rpn_loc": 0.0016156838355527725, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5393789079971611, "total_loss": 0.05526030648252345}
{"data_time": 0.003740529762580991, "eta_seconds": 57942.61410258827, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5317307692307692, "fast_rcnn/fg_cls_accuracy": 0.46826923076923077, "iteration": 132519, "loss_box_reg": 0.008383638254599646, "loss_cls": 0.04631455161143094, "loss_rpn_cls": 0.0012028312280563114, "loss_rpn_loc": 0.002287450779476785, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.538825094467029, "total_loss": 0.06082148243763186}
{"data_time": 0.004327165195718408, "eta_seconds": 57931.83217571699, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47246376811594204, "fast_rcnn/fg_cls_accuracy": 0.527536231884058, "iteration": 132539, "loss_box_reg": 0.008003365772310644, "loss_cls": 0.044686087232548743, "loss_rpn_cls": 0.0015581914394715568, "loss_rpn_loc": 0.001983911644856562, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394566010218114, "total_loss": 0.05594879826071519}
{"data_time": 0.004078631522133946, "eta_seconds": 57911.190041779075, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3181818181818182, "fast_rcnn/fg_cls_accuracy": 0.6818181818181818, "iteration": 132559, "loss_box_reg": 0.0087961305398494, "loss_cls": 0.044088599272072315, "loss_rpn_cls": 0.0006363780557876453, "loss_rpn_loc": 0.002099474720125727, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5328457346186042, "total_loss": 0.05622172257585589}
{"data_time": 0.004123208345845342, "eta_seconds": 57875.55796906259, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21845238095238095, "fast_rcnn/fg_cls_accuracy": 0.781547619047619, "iteration": 132579, "loss_box_reg": 0.007574813032988459, "loss_cls": 0.042217912967316806, "loss_rpn_cls": 0.0010975397590300418, "loss_rpn_loc": 0.002001600012590643, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5350636919029057, "total_loss": 0.05389953594129793}
{"data_time": 0.004445832455530763, "eta_seconds": 57876.175324422074, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.28791291291291293, "fast_rcnn/fg_cls_accuracy": 0.712087087087087, "iteration": 132599, "loss_box_reg": 0.008680448023369536, "loss_cls": 0.04522156703751534, "loss_rpn_cls": 0.0006609147085328004, "loss_rpn_loc": 0.0026084664423251525, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396184609271586, "total_loss": 0.05843769067269022}
{"data_time": 0.004023177549242973, "eta_seconds": 57854.007040298544, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4444444444444444, "fast_rcnn/fg_cls_accuracy": 0.5555555555555556, "iteration": 132619, "loss_box_reg": 0.008327905525220558, "loss_cls": 0.0421332762343809, "loss_rpn_cls": 0.0008005151513543751, "loss_rpn_loc": 0.0023286006307898788, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5355013345833868, "total_loss": 0.05444808289644243}
{"data_time": 0.004470583284273744, "eta_seconds": 57867.776162191294, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.27415026833631484, "fast_rcnn/fg_cls_accuracy": 0.7013742071881606, "iteration": 132639, "loss_box_reg": 0.008594988263212144, "loss_cls": 0.04390428919577971, "loss_rpn_cls": 0.0004793078990132926, "loss_rpn_loc": 0.002360927504923893, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5474010158795863, "total_loss": 0.05504449791811794}
{"data_time": 0.003845697036013007, "eta_seconds": 57855.37190255965, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38682864450127874, "fast_rcnn/fg_cls_accuracy": 0.5588235294117647, "iteration": 132659, "loss_box_reg": 0.009115502325585112, "loss_cls": 0.04701118485536426, "loss_rpn_cls": 0.0005161447833472721, "loss_rpn_loc": 0.002339931328606326, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5346625610254705, "total_loss": 0.060507432418717144}
{"data_time": 0.004090985981747508, "eta_seconds": 57846.876161637716, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23726655348047537, "fast_rcnn/fg_cls_accuracy": 0.7627334465195246, "iteration": 132679, "loss_box_reg": 0.008663514076033607, "loss_cls": 0.044463257072493434, "loss_rpn_cls": 0.0006143092826960128, "loss_rpn_loc": 0.0022165852460602764, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5406546015292406, "total_loss": 0.05712166038847499}
{"data_time": 0.00369390775449574, "eta_seconds": 57810.90518277045, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5155844155844156, "fast_rcnn/fg_cls_accuracy": 0.4816326530612245, "iteration": 132699, "loss_box_reg": 0.009061882068635896, "loss_cls": 0.04816418467089534, "loss_rpn_cls": 0.0009549948778726502, "loss_rpn_loc": 0.002260309587654774, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5353174610063434, "total_loss": 0.061029031114003374}
{"data_time": 0.003718290012329817, "eta_seconds": 57811.50980884093, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 132719, "loss_box_reg": 0.008064182533416897, "loss_cls": 0.04876851855078712, "loss_rpn_cls": 0.0009771341158284486, "loss_rpn_loc": 0.002124246981111355, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5462469507474452, "total_loss": 0.06197963289946529}
{"data_time": 0.0037972794380038977, "eta_seconds": 57814.53568242397, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.428125, "fast_rcnn/fg_cls_accuracy": 0.5394345238095238, "iteration": 132739, "loss_box_reg": 0.007637391536263749, "loss_cls": 0.042779965355293825, "loss_rpn_cls": 0.0009719236412593091, "loss_rpn_loc": 0.0031954408186720684, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5413254178129137, "total_loss": 0.05584241714808513}
{"data_time": 0.004199876682832837, "eta_seconds": 57804.3776750362, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.17261904761904762, "fast_rcnn/fg_cls_accuracy": 0.8273809523809523, "iteration": 132759, "loss_box_reg": 0.008433967712335289, "loss_cls": 0.04424701689276844, "loss_rpn_cls": 0.0009062027182835664, "loss_rpn_loc": 0.0019250103141530417, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5427180430851877, "total_loss": 0.05730230638550893}
{"data_time": 0.004051945172250271, "eta_seconds": 57795.120697992854, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48528174936921786, "fast_rcnn/fg_cls_accuracy": 0.5147182506307821, "iteration": 132779, "loss_box_reg": 0.008548747020540759, "loss_cls": 0.04699589259689674, "loss_rpn_cls": 0.0012216963695834693, "loss_rpn_loc": 0.0024286808729812037, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422181519679725, "total_loss": 0.059376484321973066}
{"data_time": 0.003840822959318757, "eta_seconds": 57782.19520321023, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.41982864137086906, "fast_rcnn/fg_cls_accuracy": 0.580171358629131, "iteration": 132799, "loss_box_reg": 0.008302537811687216, "loss_cls": 0.04407027747947723, "loss_rpn_cls": 0.0007982136996247391, "loss_rpn_loc": 0.0017495718639111146, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.537882057018578, "total_loss": 0.05591755413183819}
{"data_time": 0.003580650547519326, "eta_seconds": 57775.6056653203, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5413165266106443, "fast_rcnn/fg_cls_accuracy": 0.4586834733893557, "iteration": 132819, "loss_box_reg": 0.008666527894092724, "loss_cls": 0.04458504417561926, "loss_rpn_cls": 0.0008160928789493482, "loss_rpn_loc": 0.002476137949997792, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5400045479182154, "total_loss": 0.05820134097530172}
{"data_time": 0.004033700795844197, "eta_seconds": 57790.29438015446, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3734344100197759, "fast_rcnn/fg_cls_accuracy": 0.5935935935935936, "iteration": 132839, "loss_box_reg": 0.007878156320657581, "loss_cls": 0.04639147885609418, "loss_rpn_cls": 0.0012272909447688107, "loss_rpn_loc": 0.002282876579556614, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5483669550158083, "total_loss": 0.058066978740271225}
{"data_time": 0.004171539098024368, "eta_seconds": 57754.04378190241, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.35076530612244894, "fast_rcnn/fg_cls_accuracy": 0.6492346938775511, "iteration": 132859, "loss_box_reg": 0.008957692421972752, "loss_cls": 0.04442653805017471, "loss_rpn_cls": 0.0010940788508264632, "loss_rpn_loc": 0.0029271690582390875, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5306766957510263, "total_loss": 0.05712807134989362}
{"data_time": 0.004272361984476447, "eta_seconds": 57759.071925138356, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36630824372759857, "fast_rcnn/fg_cls_accuracy": 0.6336917562724014, "iteration": 132879, "loss_box_reg": 0.008757587595027871, "loss_cls": 0.044322673231363297, "loss_rpn_cls": 0.0008470999022165415, "loss_rpn_loc": 0.0018845341364794876, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5387452028226107, "total_loss": 0.054949131105985316}
{"data_time": 0.0035795317962765694, "eta_seconds": 57732.48189848452, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.42500000000000004, "fast_rcnn/fg_cls_accuracy": 0.575, "iteration": 132899, "loss_box_reg": 0.007908975152531639, "loss_cls": 0.046643999754451215, "loss_rpn_cls": 0.0007326702420868969, "loss_rpn_loc": 0.002561361563493847, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5299835668411106, "total_loss": 0.058053148659382714}
{"data_time": 0.004142574034631252, "eta_seconds": 57719.65677863266, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2728635682158921, "fast_rcnn/fg_cls_accuracy": 0.7049689440993789, "iteration": 132919, "loss_box_reg": 0.008497367613017559, "loss_cls": 0.04381954116979614, "loss_rpn_cls": 0.0009344094843299899, "loss_rpn_loc": 0.0024017637078941334, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402238559909165, "total_loss": 0.059379525173142156}
{"data_time": 0.0044093632604926825, "eta_seconds": 57704.45562515664, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23667953667953667, "fast_rcnn/fg_cls_accuracy": 0.7350649350649351, "iteration": 132939, "loss_box_reg": 0.0078518595546484, "loss_cls": 0.043113134743180126, "loss_rpn_cls": 0.0014528087818916902, "loss_rpn_loc": 0.0024298072203237098, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5365933729335666, "total_loss": 0.05630789088502297}
{"data_time": 0.004208220634609461, "eta_seconds": 57670.82414580416, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4162393162393162, "fast_rcnn/fg_cls_accuracy": 0.5837606837606837, "iteration": 132959, "loss_box_reg": 0.007982929644640535, "loss_cls": 0.043086639139801264, "loss_rpn_cls": 0.0008696541299855198, "loss_rpn_loc": 0.002701887702642125, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398333456832916, "total_loss": 0.055912877604441746}
{"data_time": 0.004135285271331668, "eta_seconds": 57657.318939903285, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.26933830382106244, "fast_rcnn/fg_cls_accuracy": 0.6769327467001887, "iteration": 132979, "loss_box_reg": 0.008534867025446147, "loss_cls": 0.04547206056304276, "loss_rpn_cls": 0.0010441641602483287, "loss_rpn_loc": 0.002214432111941278, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5340165863744915, "total_loss": 0.058467215864823174}
{"data_time": 0.0035802717320621014, "eta_seconds": 57660.398441114696, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.22936507936507936, "fast_rcnn/fg_cls_accuracy": 0.7706349206349206, "iteration": 132999, "loss_box_reg": 0.008354845107533038, "loss_cls": 0.04471368668600917, "loss_rpn_cls": 0.0009134391802945174, "loss_rpn_loc": 0.002510103957320098, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400924789719284, "total_loss": 0.05720361902763216}
{"data_time": 0.0038411440327763557, "eta_seconds": 57665.75397908967, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36770943796394484, "fast_rcnn/fg_cls_accuracy": 0.6322905620360552, "iteration": 133019, "loss_box_reg": 0.008190527820261195, "loss_cls": 0.04846033931244165, "loss_rpn_cls": 0.0010575547725011347, "loss_rpn_loc": 0.0021743674788012868, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5386787923052907, "total_loss": 0.06060872823900354}
{"data_time": 0.00397525099106133, "eta_seconds": 57653.16139390017, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3076317859952793, "fast_rcnn/fg_cls_accuracy": 0.6923682140047207, "iteration": 133039, "loss_box_reg": 0.007752752426313236, "loss_cls": 0.04332429653732106, "loss_rpn_cls": 0.0006234510096163604, "loss_rpn_loc": 0.002187541474995669, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5393988746218383, "total_loss": 0.05389951379446245}
{"data_time": 0.003626571036875248, "eta_seconds": 57639.55218211119, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3153503893214683, "fast_rcnn/fg_cls_accuracy": 0.676747311827957, "iteration": 133059, "loss_box_reg": 0.008534459047950804, "loss_cls": 0.045166740426793694, "loss_rpn_cls": 0.0007970749450123549, "loss_rpn_loc": 0.0022080313283368014, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5413720048964024, "total_loss": 0.057909151676540205}
{"data_time": 0.0039037440437823534, "eta_seconds": 57594.68126005586, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.425893635571055, "fast_rcnn/fg_cls_accuracy": 0.574106364428945, "iteration": 133079, "loss_box_reg": 0.00946387741714716, "loss_cls": 0.045941100688651204, "loss_rpn_cls": 0.0012777538435102542, "loss_rpn_loc": 0.0018923772804555483, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355199940968305, "total_loss": 0.05881004963964642}
{"data_time": 0.0036348190624266863, "eta_seconds": 57617.992798083695, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4100169779286927, "fast_rcnn/fg_cls_accuracy": 0.5420506912442395, "iteration": 133099, "loss_box_reg": 0.00803410357912071, "loss_cls": 0.04501241771504283, "loss_rpn_cls": 0.0009785692542436664, "loss_rpn_loc": 0.0020346836408862146, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5460959884803742, "total_loss": 0.059102140438653805}
{"data_time": 0.003700909437611699, "eta_seconds": 57611.85117954668, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2583333333333333, "fast_rcnn/fg_cls_accuracy": 0.7113095238095238, "iteration": 133119, "loss_box_reg": 0.008472908375551924, "loss_cls": 0.04773171164561063, "loss_rpn_cls": 0.0004806391752936179, "loss_rpn_loc": 0.0020694535924121737, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5411006882786751, "total_loss": 0.05882342315749156}
{"data_time": 0.00404276535846293, "eta_seconds": 57584.95563420863, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 133139, "loss_box_reg": 0.008714816212886944, "loss_cls": 0.044246161356568336, "loss_rpn_cls": 0.0009084141833000103, "loss_rpn_loc": 0.0020393208160385257, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380664221011102, "total_loss": 0.05684095392794575}
{"data_time": 0.0037894295528531075, "eta_seconds": 57574.178090364905, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.30830564784053155, "fast_rcnn/fg_cls_accuracy": 0.6524493243243243, "iteration": 133159, "loss_box_reg": 0.008315099868923426, "loss_cls": 0.045449417986674234, "loss_rpn_cls": 0.0013539210549424752, "loss_rpn_loc": 0.003157633715090924, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5411549680866301, "total_loss": 0.05832267902883359}
{"data_time": 0.0035590440966188908, "eta_seconds": 57574.8740300287, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.44957983193277307, "fast_rcnn/fg_cls_accuracy": 0.5457142857142857, "iteration": 133179, "loss_box_reg": 0.008872973383404315, "loss_cls": 0.04566826520022005, "loss_rpn_cls": 0.0011041023358870916, "loss_rpn_loc": 0.0019714045720320428, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5400173398666084, "total_loss": 0.060972277270479935}
{"data_time": 0.003771257819607854, "eta_seconds": 57552.62300267746, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 133199, "loss_box_reg": 0.00844742203480564, "loss_cls": 0.04272918030619621, "loss_rpn_cls": 0.0008239270194394521, "loss_rpn_loc": 0.0018958557848236524, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5351842073723674, "total_loss": 0.05607750668173139}
{"data_time": 0.0038583537098020315, "eta_seconds": 57553.31464600121, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2701530612244898, "fast_rcnn/fg_cls_accuracy": 0.7298469387755102, "iteration": 133219, "loss_box_reg": 0.007800871797371656, "loss_cls": 0.04427339613903314, "loss_rpn_cls": 0.000745090419798089, "loss_rpn_loc": 0.0018849797816073988, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428881905972958, "total_loss": 0.05685909308522241}
{"data_time": 0.0035515185445547104, "eta_seconds": 57510.3328320547, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2317629179331307, "fast_rcnn/fg_cls_accuracy": 0.7682370820668694, "iteration": 133239, "loss_box_reg": 0.008229305094573647, "loss_cls": 0.04393016977701336, "loss_rpn_cls": 0.0007259940200583515, "loss_rpn_loc": 0.002544775388741982, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389528626110405, "total_loss": 0.05647421753542403}
{"data_time": 0.004345343681052327, "eta_seconds": 57525.432195097674, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3566137566137566, "fast_rcnn/fg_cls_accuracy": 0.6433862433862434, "iteration": 133259, "loss_box_reg": 0.008402332721743733, "loss_cls": 0.04364741127938032, "loss_rpn_cls": 0.0007996166048087616, "loss_rpn_loc": 0.0031233284389600158, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5396358130965382, "total_loss": 0.058850353278103285}
{"data_time": 0.004039794439449906, "eta_seconds": 57505.39498044993, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 133279, "loss_box_reg": 0.008669685921631753, "loss_cls": 0.046343142283149064, "loss_rpn_cls": 0.0012697910779024824, "loss_rpn_loc": 0.001875838148407638, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5368279279209673, "total_loss": 0.05903999064219079}
{"data_time": 0.0038356629665941, "eta_seconds": 57461.72602686728, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.373546511627907, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 133299, "loss_box_reg": 0.007261880091391504, "loss_cls": 0.046105004264973104, "loss_rpn_cls": 0.0008201544922030735, "loss_rpn_loc": 0.0021251584876154084, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5337349253240973, "total_loss": 0.05698930821779413}
{"data_time": 0.0042094753589481115, "eta_seconds": 57450.95542002632, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21904761904761905, "fast_rcnn/fg_cls_accuracy": 0.6909677419354838, "iteration": 133319, "loss_box_reg": 0.008524957171175629, "loss_cls": 0.04379198397509754, "loss_rpn_cls": 0.0006925507215385096, "loss_rpn_loc": 0.002595331165139214, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373343250248581, "total_loss": 0.05583045342177684}
{"data_time": 0.0038978869561105967, "eta_seconds": 57432.59759466839, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34347048300536676, "fast_rcnn/fg_cls_accuracy": 0.6565295169946332, "iteration": 133339, "loss_box_reg": 0.008117901597870514, "loss_cls": 0.045278270030394197, "loss_rpn_cls": 0.0011503541628599123, "loss_rpn_loc": 0.0018791471466101939, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.525822791736573, "total_loss": 0.0584264561857708}
{"data_time": 0.0036252769641578197, "eta_seconds": 57428.640600072686, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.30922098569157397, "fast_rcnn/fg_cls_accuracy": 0.6772655007949127, "iteration": 133359, "loss_box_reg": 0.008441100711934268, "loss_cls": 0.04503314330941066, "loss_rpn_cls": 0.0005538758077818784, "loss_rpn_loc": 0.0021727362072851975, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5534740760922432, "total_loss": 0.05823321755019606}
{"data_time": 0.0033644794020801783, "eta_seconds": 57411.05922634457, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3568181818181818, "fast_rcnn/fg_cls_accuracy": 0.6321353065539113, "iteration": 133379, "loss_box_reg": 0.008621544751804322, "loss_cls": 0.042893921956419945, "loss_rpn_cls": 0.0012539683316958872, "loss_rpn_loc": 0.002152610673874733, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387559661176056, "total_loss": 0.05596894332586544}
{"data_time": 0.0038319763261824846, "eta_seconds": 57405.73715897137, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.36243386243386244, "fast_rcnn/fg_cls_accuracy": 0.6375661375661376, "iteration": 133399, "loss_box_reg": 0.008279564004624262, "loss_cls": 0.043783576460555196, "loss_rpn_cls": 0.0010132997897471796, "loss_rpn_loc": 0.0020445622085389914, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5442692076321691, "total_loss": 0.056586621804001425}
{"data_time": 0.0039839367382228374, "eta_seconds": 57394.96695284592, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.26785714285714285, "fast_rcnn/fg_cls_accuracy": 0.7321428571428572, "iteration": 133419, "loss_box_reg": 0.008570830541430041, "loss_cls": 0.0444047492928803, "loss_rpn_cls": 0.0003734042318228603, "loss_rpn_loc": 0.002049625723884674, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537334319902584, "total_loss": 0.05809085900841637}
{"data_time": 0.00397690455429256, "eta_seconds": 57402.59623754537, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4065934065934066, "fast_rcnn/fg_cls_accuracy": 0.5934065934065934, "iteration": 133439, "loss_box_reg": 0.00802830865723081, "loss_cls": 0.04621028690598905, "loss_rpn_cls": 0.0008668430059515231, "loss_rpn_loc": 0.00234832715432276, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5551457374822348, "total_loss": 0.05684501769644612}
{"data_time": 0.004461562726646662, "eta_seconds": 57375.5611721396, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4604037267080745, "fast_rcnn/fg_cls_accuracy": 0.5342391304347827, "iteration": 133459, "loss_box_reg": 0.009055277390871197, "loss_cls": 0.04972603375790641, "loss_rpn_cls": 0.0010059236810775474, "loss_rpn_loc": 0.002155752201360883, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360152914654464, "total_loss": 0.06413902812232664}
{"data_time": 0.004157383693382144, "eta_seconds": 57352.05655861809, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2860411899313501, "fast_rcnn/fg_cls_accuracy": 0.7139588100686498, "iteration": 133479, "loss_box_reg": 0.008247071993537247, "loss_cls": 0.04250693114590831, "loss_rpn_cls": 0.0012878386955890164, "loss_rpn_loc": 0.0024709632707526907, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5308836069889367, "total_loss": 0.055370346861082}
{"data_time": 0.003601199947297573, "eta_seconds": 57314.37410760461, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5260842237586424, "fast_rcnn/fg_cls_accuracy": 0.4739157762413576, "iteration": 133499, "loss_box_reg": 0.007976251799846068, "loss_cls": 0.044113328447565436, "loss_rpn_cls": 0.001374730901602561, "loss_rpn_loc": 0.0028256678924662992, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5321743274107575, "total_loss": 0.05780149047836858}
{"data_time": 0.0039236044976860285, "eta_seconds": 57317.99444446736, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44456886898096304, "fast_rcnn/fg_cls_accuracy": 0.5159574468085106, "iteration": 133519, "loss_box_reg": 0.008218521863454953, "loss_cls": 0.04642239783424884, "loss_rpn_cls": 0.0007301374690484863, "loss_rpn_loc": 0.0020623313648684416, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395041722804308, "total_loss": 0.05711450532803042}
{"data_time": 0.0037892023101449013, "eta_seconds": 57292.84778424329, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2775467775467776, "fast_rcnn/fg_cls_accuracy": 0.7224532224532225, "iteration": 133539, "loss_box_reg": 0.008034021564526483, "loss_cls": 0.04262468431261368, "loss_rpn_cls": 0.0008749155892928684, "loss_rpn_loc": 0.002896973175666062, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5391666006762534, "total_loss": 0.05573368774730625}
{"data_time": 0.004360558930784464, "eta_seconds": 57296.46271788911, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.26456876456876455, "fast_rcnn/fg_cls_accuracy": 0.7354312354312355, "iteration": 133559, "loss_box_reg": 0.00818703678669408, "loss_cls": 0.048431615694426, "loss_rpn_cls": 0.0007220406112082856, "loss_rpn_loc": 0.0022313714998745127, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5316439499147236, "total_loss": 0.059850251655831244}
{"data_time": 0.004021858796477318, "eta_seconds": 57285.696854599984, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.47631048387096775, "fast_rcnn/fg_cls_accuracy": 0.5236895161290323, "iteration": 133579, "loss_box_reg": 0.007648330996744335, "loss_cls": 0.04413924622349441, "loss_rpn_cls": 0.0007625176845067472, "loss_rpn_loc": 0.0023461867876903852, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381286141928285, "total_loss": 0.05537311157104341}
{"data_time": 0.004176298622041941, "eta_seconds": 57292.598200563574, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24242424242424243, "fast_rcnn/fg_cls_accuracy": 0.6975051975051976, "iteration": 133599, "loss_box_reg": 0.00859200139530003, "loss_cls": 0.04471525095868856, "loss_rpn_cls": 0.0009048292570241756, "loss_rpn_loc": 0.0019289641204522923, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544044918846339, "total_loss": 0.05752678949016854}
{"data_time": 0.004282236564904451, "eta_seconds": 57287.26489159139, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3269794721407625, "fast_rcnn/fg_cls_accuracy": 0.6237373737373737, "iteration": 133619, "loss_box_reg": 0.009089460130780935, "loss_cls": 0.04555301257641986, "loss_rpn_cls": 0.0008181484373608328, "loss_rpn_loc": 0.0020413610473042354, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.539283168502152, "total_loss": 0.05812897494774916}
{"data_time": 0.0038113784976303577, "eta_seconds": 57239.031975839986, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36130268199233717, "fast_rcnn/fg_cls_accuracy": 0.6175627240143369, "iteration": 133639, "loss_box_reg": 0.00783631528611295, "loss_cls": 0.042666667606681585, "loss_rpn_cls": 0.0003785828719173878, "loss_rpn_loc": 0.0019202899675292429, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5345539066474885, "total_loss": 0.05407441296557636}
{"data_time": 0.004166425438597798, "eta_seconds": 57255.372357947286, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4831730769230769, "fast_rcnn/fg_cls_accuracy": 0.49965349965349964, "iteration": 133659, "loss_box_reg": 0.008675146440509707, "loss_cls": 0.04076605034060776, "loss_rpn_cls": 0.0010830747370391691, "loss_rpn_loc": 0.0022937399917282164, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387231814675033, "total_loss": 0.05551780626092295}
{"data_time": 0.004279996734112501, "eta_seconds": 57244.60409878893, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34070434070434075, "fast_rcnn/fg_cls_accuracy": 0.6592956592956594, "iteration": 133679, "loss_box_reg": 0.007855850388295949, "loss_cls": 0.042523996671661735, "loss_rpn_cls": 0.0006438986694092819, "loss_rpn_loc": 0.0022815741831436753, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363341704942286, "total_loss": 0.05536480346984263}
{"data_time": 0.003986026160418987, "eta_seconds": 57245.54275023984, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.43333333333333335, "fast_rcnn/fg_cls_accuracy": 0.5666666666666667, "iteration": 133699, "loss_box_reg": 0.0089316708908882, "loss_cls": 0.044542354793520644, "loss_rpn_cls": 0.0009710628534378429, "loss_rpn_loc": 0.002514139789127512, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5459059095010161, "total_loss": 0.05902048352345446}
{"data_time": 0.0038045307155698538, "eta_seconds": 57229.59697063733, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32291666666666663, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 133719, "loss_box_reg": 0.008229107537772506, "loss_cls": 0.04373375466093421, "loss_rpn_cls": 0.0009429379474568123, "loss_rpn_loc": 0.0021066201297799125, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5384673122316599, "total_loss": 0.05678650908674854}
{"data_time": 0.003841145196929574, "eta_seconds": 57199.56994828698, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.19084934277047522, "fast_rcnn/fg_cls_accuracy": 0.8091506572295248, "iteration": 133739, "loss_box_reg": 0.008729318098630756, "loss_cls": 0.045248103444464505, "loss_rpn_cls": 0.0005463021783498334, "loss_rpn_loc": 0.0014968586365284864, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5300160092301667, "total_loss": 0.05865815145364195}
{"data_time": 0.003970717545598745, "eta_seconds": 57168.113944135606, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2375, "fast_rcnn/fg_cls_accuracy": 0.7625, "iteration": 133759, "loss_box_reg": 0.008109448914183304, "loss_cls": 0.04411903175059706, "loss_rpn_cls": 0.0013309354710600019, "loss_rpn_loc": 0.0022074124608479906, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5309020394925028, "total_loss": 0.05750818266838564}
{"data_time": 0.003546741558238864, "eta_seconds": 57139.542943562614, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3787878787878788, "fast_rcnn/fg_cls_accuracy": 0.5906976744186047, "iteration": 133779, "loss_box_reg": 0.008303776907268912, "loss_cls": 0.04438627965282649, "loss_rpn_cls": 0.0009752990806646267, "loss_rpn_loc": 0.0024801944236969575, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5358851323835552, "total_loss": 0.057849864854119915}
{"data_time": 0.004166967701166868, "eta_seconds": 57132.87419840018, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45555555555555555, "fast_rcnn/fg_cls_accuracy": 0.5444444444444445, "iteration": 133799, "loss_box_reg": 0.008667260059155524, "loss_cls": 0.04484624706674367, "loss_rpn_cls": 0.0005786195279711137, "loss_rpn_loc": 0.0020895120742352447, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392203445080668, "total_loss": 0.054495586360985726}
{"data_time": 0.0037809330970048904, "eta_seconds": 57112.919740373036, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4351851851851852, "fast_rcnn/fg_cls_accuracy": 0.5648148148148149, "iteration": 133819, "loss_box_reg": 0.007959325972478837, "loss_cls": 0.0435241685481742, "loss_rpn_cls": 0.0009188461060603004, "loss_rpn_loc": 0.0016971908262348734, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.536467680009082, "total_loss": 0.05451165838826455}
{"data_time": 0.003941770642995834, "eta_seconds": 57099.29129371676, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 133839, "loss_box_reg": 0.008222841803217307, "loss_cls": 0.04424916097195819, "loss_rpn_cls": 0.0009261391135169106, "loss_rpn_loc": 0.0028354560326988576, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5388049320317805, "total_loss": 0.05631530660889439}
{"data_time": 0.003636440262198448, "eta_seconds": 57091.404433589196, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.17142857142857143, "fast_rcnn/fg_cls_accuracy": 0.8181318681318681, "iteration": 133859, "loss_box_reg": 0.00843651473405771, "loss_cls": 0.04105757724028081, "loss_rpn_cls": 0.0006664984837527754, "loss_rpn_loc": 0.002544181359553477, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5333465808071196, "total_loss": 0.05278984528149522}
{"data_time": 0.004016861552372575, "eta_seconds": 57085.7498678586, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37289915966386555, "fast_rcnn/fg_cls_accuracy": 0.6271008403361344, "iteration": 133879, "loss_box_reg": 0.008566553588025272, "loss_cls": 0.04798326254240237, "loss_rpn_cls": 0.0014018855665653973, "loss_rpn_loc": 0.0023107317683752626, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5466931860428303, "total_loss": 0.06014630828047984}
{"data_time": 0.004260908113792539, "eta_seconds": 57084.086759177735, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5135135135135135, "fast_rcnn/fg_cls_accuracy": 0.4864864864864865, "iteration": 133899, "loss_box_reg": 0.00870652828598395, "loss_cls": 0.04873094498179853, "loss_rpn_cls": 0.0010618615074236004, "loss_rpn_loc": 0.0018980031709361356, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5391759208869189, "total_loss": 0.059159827004805265}
{"data_time": 0.004339698003605008, "eta_seconds": 57068.31788627687, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2625, "fast_rcnn/fg_cls_accuracy": 0.7375, "iteration": 133919, "loss_box_reg": 0.008214236731873825, "loss_cls": 0.043734328472055495, "loss_rpn_cls": 0.0009338181981775051, "loss_rpn_loc": 0.0026081680443894584, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5322131786961108, "total_loss": 0.055604308837359895}
{"data_time": 0.003436004975810647, "eta_seconds": 57062.566099896794, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 133939, "loss_box_reg": 0.00903478782856837, "loss_cls": 0.04625100502744317, "loss_rpn_cls": 0.0013478792230898762, "loss_rpn_loc": 0.0020072628976777196, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5347111390437931, "total_loss": 0.05695941249905445}
{"data_time": 0.0038201489951461554, "eta_seconds": 57041.69987490331, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6708333333333334, "iteration": 133959, "loss_box_reg": 0.008346919057657942, "loss_cls": 0.04491580161266029, "loss_rpn_cls": 0.0011900793365384743, "loss_rpn_loc": 0.002020791005634237, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5358761649113148, "total_loss": 0.058690470002602524}
{"data_time": 0.0038954054471105337, "eta_seconds": 57030.941451298306, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4464285714285714, "fast_rcnn/fg_cls_accuracy": 0.5535714285714286, "iteration": 133979, "loss_box_reg": 0.008397974306717515, "loss_cls": 0.04261695023160428, "loss_rpn_cls": 0.0007532129599212567, "loss_rpn_loc": 0.0017209576690220274, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5284557326231152, "total_loss": 0.05235221726911732}
{"data_time": 0.004059231374412775, "eta_seconds": 57013.23439328256, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2975, "fast_rcnn/fg_cls_accuracy": 0.69, "iteration": 133999, "loss_box_reg": 0.0081614283262752, "loss_cls": 0.04504699562676251, "loss_rpn_cls": 0.0010234913108888577, "loss_rpn_loc": 0.0018968667391163763, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5362573955208063, "total_loss": 0.056125102826172224}
{"data_time": 0.004002937814220786, "eta_seconds": 57002.477280728286, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6708333333333334, "iteration": 134019, "loss_box_reg": 0.008491950517054647, "loss_cls": 0.045195974060334265, "loss_rpn_cls": 0.0007656000323663648, "loss_rpn_loc": 0.003056321726035094, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5376073033548892, "total_loss": 0.05709615543923974}
{"data_time": 0.003919451031833887, "eta_seconds": 56985.797606294276, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2341485507246377, "fast_rcnn/fg_cls_accuracy": 0.7658514492753623, "iteration": 134039, "loss_box_reg": 0.00762880381080322, "loss_cls": 0.04084405303001404, "loss_rpn_cls": 0.0008085829363153607, "loss_rpn_loc": 0.0024548295368731488, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367718068882823, "total_loss": 0.05360369649901031}
{"data_time": 0.004064193461090326, "eta_seconds": 56964.970307412324, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5055555555555555, "fast_rcnn/fg_cls_accuracy": 0.49444444444444446, "iteration": 134059, "loss_box_reg": 0.010152628645300865, "loss_cls": 0.04577917407732457, "loss_rpn_cls": 0.0007634088774466363, "loss_rpn_loc": 0.002254759700008435, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374718501698226, "total_loss": 0.05806373583772029}
{"data_time": 0.0038881241343915462, "eta_seconds": 56976.92597266752, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.26875, "fast_rcnn/fg_cls_accuracy": 0.6570723684210527, "iteration": 134079, "loss_box_reg": 0.00853719431324862, "loss_cls": 0.04442859842674807, "loss_rpn_cls": 0.0010896833953211171, "loss_rpn_loc": 0.0019295579786557937, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5426040620077401, "total_loss": 0.05558074917667}
{"data_time": 0.0037396482657641172, "eta_seconds": 56943.46212066407, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.37412587412587417, "fast_rcnn/fg_cls_accuracy": 0.6258741258741258, "iteration": 134099, "loss_box_reg": 0.008147953194566071, "loss_cls": 0.04502258138381876, "loss_rpn_cls": 0.00098819286648677, "loss_rpn_loc": 0.002409187201919849, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5317315862048417, "total_loss": 0.05609001906333333}
{"data_time": 0.003630642546340823, "eta_seconds": 56928.238952235086, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.24270833333333333, "fast_rcnn/fg_cls_accuracy": 0.7350694444444444, "iteration": 134119, "loss_box_reg": 0.008858534711180255, "loss_cls": 0.04380661598406732, "loss_rpn_cls": 0.0004443367215571925, "loss_rpn_loc": 0.0019984567625215277, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5387640472035855, "total_loss": 0.05462111551344151}
{"data_time": 0.004170093918219209, "eta_seconds": 56932.0176329019, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.15595238095238095, "fast_rcnn/fg_cls_accuracy": 0.803968253968254, "iteration": 134139, "loss_box_reg": 0.008437133248662576, "loss_cls": 0.044633787707425654, "loss_rpn_cls": 0.0008347022530870163, "loss_rpn_loc": 0.002902955500758253, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.542700361693278, "total_loss": 0.05726929009306758}
{"data_time": 0.004223245894536376, "eta_seconds": 56915.006178027485, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5526785714285714, "fast_rcnn/fg_cls_accuracy": 0.44732142857142854, "iteration": 134159, "loss_box_reg": 0.008357713784789667, "loss_cls": 0.044375983998179436, "loss_rpn_cls": 0.001054831899864439, "loss_rpn_loc": 0.002218432506197132, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5410540804732591, "total_loss": 0.057086749635800516}
{"data_time": 0.004464911529794335, "eta_seconds": 56904.25136539759, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3686411149825784, "fast_rcnn/fg_cls_accuracy": 0.6313588850174217, "iteration": 134179, "loss_box_reg": 0.00937963745673187, "loss_cls": 0.0459801655379124, "loss_rpn_cls": 0.0007777435765774499, "loss_rpn_loc": 0.003417412468479597, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382743449881673, "total_loss": 0.060100454796838676}
{"data_time": 0.0038775401189923286, "eta_seconds": 56912.375684087165, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.18614718614718614, "fast_rcnn/fg_cls_accuracy": 0.8072009291521487, "iteration": 134199, "loss_box_reg": 0.008067372342338786, "loss_cls": 0.04245806986000389, "loss_rpn_cls": 0.0007276633675701305, "loss_rpn_loc": 0.0020218180361553095, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5433936389163136, "total_loss": 0.05408216103933228}
{"data_time": 0.0038524733390659094, "eta_seconds": 56878.32956748572, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 134219, "loss_box_reg": 0.00813704018946737, "loss_cls": 0.042732267116662115, "loss_rpn_cls": 0.0013911397219317223, "loss_rpn_loc": 0.0022913252396392636, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.532779712928459, "total_loss": 0.055570884032931644}
{"data_time": 0.00405877223238349, "eta_seconds": 56863.71945700678, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41244527829893685, "fast_rcnn/fg_cls_accuracy": 0.5875547217010632, "iteration": 134239, "loss_box_reg": 0.008233852044213563, "loss_cls": 0.04467822419246659, "loss_rpn_cls": 0.0008826951856804044, "loss_rpn_loc": 0.0022144995782582555, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5382888382300735, "total_loss": 0.055201256684654254}
{"data_time": 0.003724426031112671, "eta_seconds": 56849.530497754924, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.39478764478764483, "fast_rcnn/fg_cls_accuracy": 0.5933075933075933, "iteration": 134259, "loss_box_reg": 0.008037225721636787, "loss_cls": 0.043687452329322696, "loss_rpn_cls": 0.0007022412206652007, "loss_rpn_loc": 0.0026398580230306834, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5410324709955603, "total_loss": 0.054992601417325204}
{"data_time": 0.003993270918726921, "eta_seconds": 56825.814485113835, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40442890442890445, "fast_rcnn/fg_cls_accuracy": 0.5128787878787879, "iteration": 134279, "loss_box_reg": 0.00875174326938577, "loss_cls": 0.04415167000843212, "loss_rpn_cls": 0.000538505134272782, "loss_rpn_loc": 0.002224601852503838, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.534264920745045, "total_loss": 0.05729344495807709}
{"data_time": 0.003929656930267811, "eta_seconds": 56831.45970939263, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.27554179566563464, "fast_rcnn/fg_cls_accuracy": 0.7244582043343653, "iteration": 134299, "loss_box_reg": 0.00832823765813373, "loss_cls": 0.04387980457977392, "loss_rpn_cls": 0.0006826966738913143, "loss_rpn_loc": 0.0024544509451516205, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5362920879852027, "total_loss": 0.0563431335099267}
{"data_time": 0.004230045713484287, "eta_seconds": 56820.70646018791, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3142857142857143, "fast_rcnn/fg_cls_accuracy": 0.6091269841269842, "iteration": 134319, "loss_box_reg": 0.00847958997474052, "loss_cls": 0.043672759318724275, "loss_rpn_cls": 0.0007694199152865622, "loss_rpn_loc": 0.002027004025876522, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379512740764767, "total_loss": 0.05679563105678653}
{"data_time": 0.004025368019938469, "eta_seconds": 56819.189922386315, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3947811447811448, "fast_rcnn/fg_cls_accuracy": 0.6052188552188552, "iteration": 134339, "loss_box_reg": 0.008258221962023526, "loss_cls": 0.044902690628077835, "loss_rpn_cls": 0.001072390724232264, "loss_rpn_loc": 0.002193809599702945, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5431882746051997, "total_loss": 0.05718282805639774}
{"data_time": 0.004102631472051144, "eta_seconds": 56814.97414020868, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.31456043956043955, "fast_rcnn/fg_cls_accuracy": 0.6306818181818181, "iteration": 134359, "loss_box_reg": 0.008396768302191049, "loss_cls": 0.045827437308616936, "loss_rpn_cls": 0.0007416462342462182, "loss_rpn_loc": 0.0018634825173649006, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5441383188590407, "total_loss": 0.05859725921277459}
{"data_time": 0.003870714921504259, "eta_seconds": 56804.21790462965, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 134379, "loss_box_reg": 0.008869488083291799, "loss_cls": 0.04330089839641005, "loss_rpn_cls": 0.0009996386476132102, "loss_rpn_loc": 0.002157576644094661, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5372638588305563, "total_loss": 0.05449932453961992}
{"data_time": 0.004007939947769046, "eta_seconds": 56788.19689663942, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.46511627906976744, "fast_rcnn/fg_cls_accuracy": 0.5348837209302326, "iteration": 134399, "loss_box_reg": 0.007810414594132453, "loss_cls": 0.04114141454920173, "loss_rpn_cls": 0.0011576120414815705, "loss_rpn_loc": 0.002244730583697674, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5393738741986454, "total_loss": 0.05302914512594725}
{"data_time": 0.004008846590295434, "eta_seconds": 56777.441658166936, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19934640522875818, "fast_rcnn/fg_cls_accuracy": 0.702842377260982, "iteration": 134419, "loss_box_reg": 0.008797449874691665, "loss_cls": 0.044617717154324055, "loss_rpn_cls": 0.000887430808688805, "loss_rpn_loc": 0.0023424141145369504, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5328501448966563, "total_loss": 0.05732784733970675}
{"data_time": 0.00421136268414557, "eta_seconds": 56764.808206077665, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5388994307400379, "fast_rcnn/fg_cls_accuracy": 0.461100569259962, "iteration": 134439, "loss_box_reg": 0.008410468173678964, "loss_cls": 0.045209374104160815, "loss_rpn_cls": 0.000887688073589743, "loss_rpn_loc": 0.0020746519930980867, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5390754684340209, "total_loss": 0.05605450897132869}
{"data_time": 0.003693237667903304, "eta_seconds": 56761.460932830116, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3801282051282051, "fast_rcnn/fg_cls_accuracy": 0.6198717948717949, "iteration": 134459, "loss_box_reg": 0.007786078000208363, "loss_cls": 0.043815767334308475, "loss_rpn_cls": 0.0009115891070905491, "loss_rpn_loc": 0.002431967497614096, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457783963065594, "total_loss": 0.05480606342655392}
{"data_time": 0.0043132135178893805, "eta_seconds": 56768.28895212896, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.28501228501228504, "fast_rcnn/fg_cls_accuracy": 0.7149877149877151, "iteration": 134479, "loss_box_reg": 0.009346536797238514, "loss_cls": 0.04525043547619134, "loss_rpn_cls": 0.001139733108288965, "loss_rpn_loc": 0.0025976002179959323, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5333512721117586, "total_loss": 0.05895923297157424}
{"data_time": 0.004242341732606292, "eta_seconds": 56763.60707195895, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.47678571428571426, "fast_rcnn/fg_cls_accuracy": 0.5152777777777777, "iteration": 134499, "loss_box_reg": 0.008820169663522393, "loss_cls": 0.04610085563035682, "loss_rpn_cls": 0.0007441169148023619, "loss_rpn_loc": 0.0018880743336922023, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398102833423764, "total_loss": 0.05704224379996958}
{"data_time": 0.004168401705101132, "eta_seconds": 56747.457862741314, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.472953216374269, "fast_rcnn/fg_cls_accuracy": 0.510989010989011, "iteration": 134519, "loss_box_reg": 0.008242189243901521, "loss_cls": 0.04326315247453749, "loss_rpn_cls": 0.0007536672557080237, "loss_rpn_loc": 0.002089982015604619, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381979343947023, "total_loss": 0.05801877374369724}
{"data_time": 0.004189661471173167, "eta_seconds": 56734.16963255918, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43189964157706096, "fast_rcnn/fg_cls_accuracy": 0.5681003584229392, "iteration": 134539, "loss_box_reg": 0.008434404531726614, "loss_cls": 0.04650949174538255, "loss_rpn_cls": 0.0008975267958248878, "loss_rpn_loc": 0.0016471703893330414, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5353541052900255, "total_loss": 0.058790660737258804}
{"data_time": 0.004204143071547151, "eta_seconds": 56708.04887876683, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.27106227106227104, "fast_rcnn/fg_cls_accuracy": 0.728937728937729, "iteration": 134559, "loss_box_reg": 0.008367896632989869, "loss_cls": 0.041938279930036515, "loss_rpn_cls": 0.0004525963303194658, "loss_rpn_loc": 0.0025616091606934788, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5340856818947941, "total_loss": 0.0544383367333694}
{"data_time": 0.004278686363250017, "eta_seconds": 56689.52402774617, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4467849223946785, "fast_rcnn/fg_cls_accuracy": 0.5532150776053215, "iteration": 134579, "loss_box_reg": 0.008265449898317456, "loss_cls": 0.04514609120087698, "loss_rpn_cls": 0.0009221084482078368, "loss_rpn_loc": 0.001955424226252944, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352906747721136, "total_loss": 0.05525675521403173}
{"data_time": 0.0038487615529447794, "eta_seconds": 56638.973743617535, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3990683229813664, "fast_rcnn/fg_cls_accuracy": 0.6009316770186335, "iteration": 134599, "loss_box_reg": 0.008464189624646679, "loss_cls": 0.04365889437031001, "loss_rpn_cls": 0.0009758602758438428, "loss_rpn_loc": 0.002513610206733574, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368409990333021, "total_loss": 0.05680709233405423}
{"data_time": 0.003869084408506751, "eta_seconds": 56628.22641223669, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4065934065934066, "fast_rcnn/fg_cls_accuracy": 0.5934065934065934, "iteration": 134619, "loss_box_reg": 0.009310785215348005, "loss_cls": 0.04490512830670923, "loss_rpn_cls": 0.000656668416922912, "loss_rpn_loc": 0.0025836547611106653, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366862169466913, "total_loss": 0.05670318938098262}
{"data_time": 0.004498873604461551, "eta_seconds": 56618.179203285836, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34431818181818186, "fast_rcnn/fg_cls_accuracy": 0.5828877005347594, "iteration": 134639, "loss_box_reg": 0.0077988442208152264, "loss_cls": 0.045210581040009856, "loss_rpn_cls": 0.0007578696918244532, "loss_rpn_loc": 0.002383957678830484, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5377310479525477, "total_loss": 0.05684419163753773}
{"data_time": 0.0041268873028457165, "eta_seconds": 56614.01708549773, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.27106227106227104, "fast_rcnn/fg_cls_accuracy": 0.7124060150375939, "iteration": 134659, "loss_box_reg": 0.008171621506335214, "loss_cls": 0.04403937287861481, "loss_rpn_cls": 0.0010539485718936703, "loss_rpn_loc": 0.0027358774314052425, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428820475935936, "total_loss": 0.05780116650441869}
{"data_time": 0.0042913188226521015, "eta_seconds": 56591.31453031744, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.27453580901856767, "fast_rcnn/fg_cls_accuracy": 0.6742788461538461, "iteration": 134679, "loss_box_reg": 0.007882378791691735, "loss_cls": 0.041821099061053246, "loss_rpn_cls": 0.0009840838122840978, "loss_rpn_loc": 0.002336160199774895, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5336698645260185, "total_loss": 0.05673592362455793}
{"data_time": 0.003967172931879759, "eta_seconds": 56577.13429081417, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4220985691573927, "fast_rcnn/fg_cls_accuracy": 0.5779014308426074, "iteration": 134699, "loss_box_reg": 0.008522044168785214, "loss_cls": 0.043213158554863185, "loss_rpn_cls": 0.0009341394467128339, "loss_rpn_loc": 0.002797010974973091, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5444119467865676, "total_loss": 0.05630592455497663}
{"data_time": 0.00417681853286922, "eta_seconds": 56566.38849841128, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4805555555555555, "fast_rcnn/fg_cls_accuracy": 0.5194444444444444, "iteration": 134719, "loss_box_reg": 0.008312415448017418, "loss_cls": 0.042076272424310446, "loss_rpn_cls": 0.0007455093930559542, "loss_rpn_loc": 0.002362049344810657, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5451957783661783, "total_loss": 0.054068997302806565}
{"data_time": 0.004101392347365618, "eta_seconds": 56569.653921822784, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3222468588322247, "fast_rcnn/fg_cls_accuracy": 0.6151586368977673, "iteration": 134739, "loss_box_reg": 0.008075362187810242, "loss_cls": 0.04540960642043501, "loss_rpn_cls": 0.0008903152989887531, "loss_rpn_loc": 0.001981976780371042, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381206818856299, "total_loss": 0.057276216137779556}
{"data_time": 0.00377205153927207, "eta_seconds": 56586.2464296103, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5212837837837838, "fast_rcnn/fg_cls_accuracy": 0.47871621621621624, "iteration": 134759, "loss_box_reg": 0.008909133117413148, "loss_cls": 0.045290761860087514, "loss_rpn_cls": 0.0006785656803742768, "loss_rpn_loc": 0.0020264867689547827, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5410664409864694, "total_loss": 0.05777362248807094}
{"data_time": 0.004577827639877796, "eta_seconds": 56581.97520155832, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3495887191539365, "fast_rcnn/fg_cls_accuracy": 0.6443243243243244, "iteration": 134779, "loss_box_reg": 0.008674275450175628, "loss_cls": 0.04470466973725706, "loss_rpn_cls": 0.0010091335511219768, "loss_rpn_loc": 0.00208373207533441, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5360874282196164, "total_loss": 0.05769331238602149}
{"data_time": 0.0036814140621572733, "eta_seconds": 56557.537642876385, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3195652173913044, "fast_rcnn/fg_cls_accuracy": 0.6676688251618872, "iteration": 134799, "loss_box_reg": 0.0092879559379071, "loss_cls": 0.045876887859776616, "loss_rpn_cls": 0.0004794781279997551, "loss_rpn_loc": 0.001992471945413854, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366517265792936, "total_loss": 0.05959594902731169}
{"data_time": 0.00410078396089375, "eta_seconds": 56546.78536150209, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.37083333333333335, "fast_rcnn/fg_cls_accuracy": 0.6291666666666667, "iteration": 134819, "loss_box_reg": 0.007659510069061071, "loss_cls": 0.04621829965617508, "loss_rpn_cls": 0.0008178424119478223, "loss_rpn_loc": 0.0018440739095240133, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5315674773883075, "total_loss": 0.05754345289096818}
{"data_time": 0.003891395404934883, "eta_seconds": 56528.164749323856, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3311764705882353, "fast_rcnn/fg_cls_accuracy": 0.6636622390891841, "iteration": 134839, "loss_box_reg": 0.008103372878395021, "loss_cls": 0.04225391359068453, "loss_rpn_cls": 0.0007425745445743814, "loss_rpn_loc": 0.0016730020251998212, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404817655216902, "total_loss": 0.05345420744635021}
{"data_time": 0.003946279874071479, "eta_seconds": 56540.82641177229, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.26416739319965127, "fast_rcnn/fg_cls_accuracy": 0.7198464912280702, "iteration": 134859, "loss_box_reg": 0.008343986090039834, "loss_cls": 0.046059669577516615, "loss_rpn_cls": 0.000842307325569891, "loss_rpn_loc": 0.00230885833298089, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422229859977961, "total_loss": 0.058641665165453105}
{"data_time": 0.004276353865861893, "eta_seconds": 56514.52851737919, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3060790273556231, "fast_rcnn/fg_cls_accuracy": 0.6939209726443769, "iteration": 134879, "loss_box_reg": 0.007432128797518089, "loss_cls": 0.0446883222903125, "loss_rpn_cls": 0.0009595477522452711, "loss_rpn_loc": 0.0024859330515027978, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341275951359421, "total_loss": 0.056151958004306834}
{"data_time": 0.0040275100618600845, "eta_seconds": 56503.776236004895, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.37482269503546095, "fast_rcnn/fg_cls_accuracy": 0.625177304964539, "iteration": 134899, "loss_box_reg": 0.008867901662597433, "loss_cls": 0.04401170604978688, "loss_rpn_cls": 0.0007521773857206426, "loss_rpn_loc": 0.002246134314191295, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395824518054724, "total_loss": 0.05700861425486892}
{"data_time": 0.0038436094764620066, "eta_seconds": 56506.69102322683, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.40940766550522645, "fast_rcnn/fg_cls_accuracy": 0.5905923344947734, "iteration": 134919, "loss_box_reg": 0.007674626540392637, "loss_cls": 0.04420242190826684, "loss_rpn_cls": 0.0015282975574564261, "loss_rpn_loc": 0.0022003289850545116, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5384811512194574, "total_loss": 0.05631684017839689}
{"data_time": 0.003951665945351124, "eta_seconds": 56519.669637917075, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22154222766217868, "fast_rcnn/fg_cls_accuracy": 0.7258261933904528, "iteration": 134939, "loss_box_reg": 0.008291202044347301, "loss_cls": 0.04285577405244112, "loss_rpn_cls": 0.0007511910439461644, "loss_rpn_loc": 0.0022560044926649425, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422581085003912, "total_loss": 0.05463974828580831}
{"data_time": 0.004188860533758998, "eta_seconds": 56508.9102372569, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.361764705882353, "fast_rcnn/fg_cls_accuracy": 0.6235294117647059, "iteration": 134959, "loss_box_reg": 0.008571906393626705, "loss_cls": 0.04490308987442404, "loss_rpn_cls": 0.0012721056360760485, "loss_rpn_loc": 0.0031312097744375933, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378548754379153, "total_loss": 0.05852371519824828}
{"data_time": 0.0043176759500056505, "eta_seconds": 56502.042071552714, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 134979, "loss_box_reg": 0.008896780665963888, "loss_cls": 0.04107223486062139, "loss_rpn_cls": 0.0005450673664881833, "loss_rpn_loc": 0.002266258390591247, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379608576186001, "total_loss": 0.05436312950882893}
{"data_time": 0.003557506250217557, "eta_seconds": 56496.297397647984, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.476073187895848, "fast_rcnn/fg_cls_accuracy": 0.523926812104152, "iteration": 134999, "loss_box_reg": 0.008513980457792059, "loss_cls": 0.043096342822536826, "loss_rpn_cls": 0.0005809300943155904, "loss_rpn_loc": 0.0022943865733395796, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5364664616063237, "total_loss": 0.05419438209560212}
{"data_time": 0.003784873755648732, "eta_seconds": 56489.30999912252, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4538232373386296, "fast_rcnn/fg_cls_accuracy": 0.5461767626613704, "iteration": 135019, "loss_box_reg": 0.008695909433299676, "loss_cls": 0.04709119818289764, "loss_rpn_cls": 0.0009115087093505281, "loss_rpn_loc": 0.0017700288335618097, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5399637152440846, "total_loss": 0.05890394272557842}
{"data_time": 0.004703423008322716, "eta_seconds": 56478.54818317504, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 135039, "loss_box_reg": 0.008836208813590929, "loss_cls": 0.04535783419851214, "loss_rpn_cls": 0.0009863527222933044, "loss_rpn_loc": 0.0022160776825330686, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.533168047433719, "total_loss": 0.0567359822312028}
{"data_time": 0.004539230605587363, "eta_seconds": 56497.894328199094, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.26666666666666666, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 135059, "loss_box_reg": 0.0079617100127507, "loss_cls": 0.043710027675842866, "loss_rpn_cls": 0.0012044955622059206, "loss_rpn_loc": 0.0024140256391547155, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419575918931514, "total_loss": 0.053668623578232655}
{"data_time": 0.004419333999976516, "eta_seconds": 56457.024551280076, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5166835187057635, "fast_rcnn/fg_cls_accuracy": 0.4833164812942366, "iteration": 135079, "loss_box_reg": 0.00902528635924682, "loss_cls": 0.04440230445470661, "loss_rpn_cls": 0.0008240109536927775, "loss_rpn_loc": 0.002430508771794848, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5388441989198327, "total_loss": 0.058620079287663884}
{"data_time": 0.004129856126382947, "eta_seconds": 56464.53262311453, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2625, "fast_rcnn/fg_cls_accuracy": 0.7375, "iteration": 135099, "loss_box_reg": 0.007955455512274057, "loss_cls": 0.04449298739200458, "loss_rpn_cls": 0.0006927203606892363, "loss_rpn_loc": 0.0022520225793414284, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5499772350303829, "total_loss": 0.0580676631152528}
{"data_time": 0.003997808787971735, "eta_seconds": 56439.68556884257, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44673668417104273, "fast_rcnn/fg_cls_accuracy": 0.5532633158289573, "iteration": 135119, "loss_box_reg": 0.008209965832065791, "loss_cls": 0.04376657621469349, "loss_rpn_cls": 0.001127851331148122, "loss_rpn_loc": 0.0019340232720423955, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366618314292282, "total_loss": 0.055255284640225}
{"data_time": 0.0037044945638626814, "eta_seconds": 56420.969718524255, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3826219512195122, "fast_rcnn/fg_cls_accuracy": 0.6173780487804879, "iteration": 135139, "loss_box_reg": 0.008417902688961476, "loss_cls": 0.044982895196881145, "loss_rpn_cls": 0.0007367559305748728, "loss_rpn_loc": 0.0025422809521842282, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5407312365714461, "total_loss": 0.05843058282528091}
{"data_time": 0.003993714228272438, "eta_seconds": 56410.20862150658, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41538078646092585, "fast_rcnn/fg_cls_accuracy": 0.5846192135390742, "iteration": 135159, "loss_box_reg": 0.009087823622394353, "loss_cls": 0.0472293421626091, "loss_rpn_cls": 0.0011387689710318227, "loss_rpn_loc": 0.002512586423108587, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5384508180432022, "total_loss": 0.061142263476426706}
{"data_time": 0.003785836510360241, "eta_seconds": 56394.440654556965, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.27338501291989664, "fast_rcnn/fg_cls_accuracy": 0.6925872093023255, "iteration": 135179, "loss_box_reg": 0.0082496446557343, "loss_cls": 0.044902001740410924, "loss_rpn_cls": 0.000580093931034753, "loss_rpn_loc": 0.002607071950478712, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5344839980825782, "total_loss": 0.05954500591201395}
{"data_time": 0.0038351337425410748, "eta_seconds": 56376.84267745493, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3092105263157895, "fast_rcnn/fg_cls_accuracy": 0.6907894736842105, "iteration": 135199, "loss_box_reg": 0.00903455977095291, "loss_cls": 0.04593195079360157, "loss_rpn_cls": 0.0010436552876171845, "loss_rpn_loc": 0.0020408584423421416, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5370331758167595, "total_loss": 0.05938055750317517}
{"data_time": 0.004016660852357745, "eta_seconds": 56378.813816669164, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.25252525252525254, "fast_rcnn/fg_cls_accuracy": 0.7474747474747474, "iteration": 135219, "loss_box_reg": 0.008485365877277218, "loss_cls": 0.0443768878467381, "loss_rpn_cls": 0.0006321133095639198, "loss_rpn_loc": 0.002359831429203041, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5371820130385458, "total_loss": 0.05758817207532729}
{"data_time": 0.004392748698592186, "eta_seconds": 56377.84666833095, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3602150537634409, "fast_rcnn/fg_cls_accuracy": 0.6397849462365591, "iteration": 135239, "loss_box_reg": 0.008537912304745987, "loss_cls": 0.044850240694358945, "loss_rpn_cls": 0.000870465236232576, "loss_rpn_loc": 0.002211818482464878, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.547809237614274, "total_loss": 0.05693126423545891}
{"data_time": 0.004091842565685511, "eta_seconds": 56354.38655807567, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.33974358974358976, "fast_rcnn/fg_cls_accuracy": 0.6602564102564102, "iteration": 135259, "loss_box_reg": 0.008289747784147039, "loss_cls": 0.0446250009117648, "loss_rpn_cls": 0.0005702212672531459, "loss_rpn_loc": 0.0019518999761203304, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5307812858372927, "total_loss": 0.05553171333758655}
{"data_time": 0.004424086073413491, "eta_seconds": 56348.54621013114, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3616029822926375, "fast_rcnn/fg_cls_accuracy": 0.6383970177073626, "iteration": 135279, "loss_box_reg": 0.007445811672369018, "loss_cls": 0.042635653051547706, "loss_rpn_cls": 0.0006418622604655866, "loss_rpn_loc": 0.0016728661030356307, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5386720474343747, "total_loss": 0.05423835402984878}
{"data_time": 0.004289211006835103, "eta_seconds": 56338.64457585779, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3591800356506239, "fast_rcnn/fg_cls_accuracy": 0.626114081996435, "iteration": 135299, "loss_box_reg": 0.008942088388721459, "loss_cls": 0.04335988638922572, "loss_rpn_cls": 0.000646171193579903, "loss_rpn_loc": 0.0022380631398846162, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382668271195143, "total_loss": 0.0564220075002595}
{"data_time": 0.004237070446833968, "eta_seconds": 56344.651102071395, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3009745127436282, "fast_rcnn/fg_cls_accuracy": 0.6990254872563718, "iteration": 135319, "loss_box_reg": 0.008493797271512449, "loss_cls": 0.045156349427998066, "loss_rpn_cls": 0.0006774765738555288, "loss_rpn_loc": 0.002181394565923256, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5471821769606322, "total_loss": 0.056824453433819144}
{"data_time": 0.004796012071892619, "eta_seconds": 56333.886082420824, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3963963963963964, "fast_rcnn/fg_cls_accuracy": 0.6036036036036037, "iteration": 135339, "loss_box_reg": 0.008284322684630752, "loss_cls": 0.04390207747928798, "loss_rpn_cls": 0.0008283011160870046, "loss_rpn_loc": 0.0026495391721255146, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5400232863612473, "total_loss": 0.05580458328927307}
{"data_time": 0.003973399288952351, "eta_seconds": 56306.35912801535, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.3205236486486487, "fast_rcnn/fg_cls_accuracy": 0.6495535714285714, "iteration": 135359, "loss_box_reg": 0.008167137712007388, "loss_cls": 0.04461147799156606, "loss_rpn_cls": 0.0008028094446785872, "loss_rpn_loc": 0.0018849149291781941, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5402735690586269, "total_loss": 0.05674110966106127}
{"data_time": 0.003692307975143194, "eta_seconds": 56295.59731206787, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3920138888888889, "fast_rcnn/fg_cls_accuracy": 0.6079861111111111, "iteration": 135379, "loss_box_reg": 0.008406762150116265, "loss_cls": 0.04587706908932887, "loss_rpn_cls": 0.0005794410041062292, "loss_rpn_loc": 0.0016105099548440194, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5417512140702456, "total_loss": 0.05841836844820136}
{"data_time": 0.004068301059305668, "eta_seconds": 56283.97630013013, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.33491379310344827, "fast_rcnn/fg_cls_accuracy": 0.6650862068965517, "iteration": 135399, "loss_box_reg": 0.008806258512777276, "loss_cls": 0.045806081558112055, "loss_rpn_cls": 0.0009076361241042719, "loss_rpn_loc": 0.0019083134829998016, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378045234829187, "total_loss": 0.05805266532712494}
{"data_time": 0.004128609783947468, "eta_seconds": 56274.07368017291, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41991991991991995, "fast_rcnn/fg_cls_accuracy": 0.58008008008008, "iteration": 135419, "loss_box_reg": 0.00855649437289685, "loss_cls": 0.04372766087180935, "loss_rpn_cls": 0.0012060937910973735, "loss_rpn_loc": 0.002529138846512069, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5365504969377071, "total_loss": 0.05634384723714447}
{"data_time": 0.004195495508611202, "eta_seconds": 56270.21530423872, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.35526315789473684, "fast_rcnn/fg_cls_accuracy": 0.6447368421052632, "iteration": 135439, "loss_box_reg": 0.008448489097645506, "loss_cls": 0.04423708061221987, "loss_rpn_cls": 0.0008365899976183755, "loss_rpn_loc": 0.0019178458460373804, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448498395271599, "total_loss": 0.05713821610237346}
{"data_time": 0.004182742675766349, "eta_seconds": 56252.550048277946, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4042867701404287, "fast_rcnn/fg_cls_accuracy": 0.5957132298595713, "iteration": 135459, "loss_box_reg": 0.008346083457581699, "loss_cls": 0.04449120903154835, "loss_rpn_cls": 0.0008880448087040804, "loss_rpn_loc": 0.002413062913547037, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5356851634569466, "total_loss": 0.055934090067580655}
{"data_time": 0.0037504725623875856, "eta_seconds": 56258.53094486683, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.23489278752436646, "fast_rcnn/fg_cls_accuracy": 0.7651072124756335, "iteration": 135479, "loss_box_reg": 0.008215893089072779, "loss_cls": 0.04265227960422635, "loss_rpn_cls": 0.0005204329869457069, "loss_rpn_loc": 0.0021847522530151764, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5409308569505811, "total_loss": 0.05564792354425663}
{"data_time": 0.004113195464015007, "eta_seconds": 56253.401771536795, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3638888888888889, "fast_rcnn/fg_cls_accuracy": 0.6361111111111111, "iteration": 135499, "loss_box_reg": 0.008922290697228163, "loss_cls": 0.046052699675783515, "loss_rpn_cls": 0.0009699794794642003, "loss_rpn_loc": 0.0019282704179204302, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5439312304370105, "total_loss": 0.05695919927961768}
{"data_time": 0.004056664649397135, "eta_seconds": 56226.928568556206, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 135519, "loss_box_reg": 0.008579808665672317, "loss_cls": 0.04525082022882998, "loss_rpn_cls": 0.0014011220680458791, "loss_rpn_loc": 0.001999719743253081, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360190020874143, "total_loss": 0.057306525502212935}
{"data_time": 0.003645068034529686, "eta_seconds": 56231.86957499455, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.298936170212766, "fast_rcnn/fg_cls_accuracy": 0.701063829787234, "iteration": 135539, "loss_box_reg": 0.008472460234770551, "loss_cls": 0.04579107486642897, "loss_rpn_cls": 0.0007948316950887602, "loss_rpn_loc": 0.002403458707703976, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407349574379623, "total_loss": 0.05778706716148463}
{"data_time": 0.004028919618576765, "eta_seconds": 56231.992877397686, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24643874643874644, "fast_rcnn/fg_cls_accuracy": 0.7483164983164983, "iteration": 135559, "loss_box_reg": 0.00809749292966444, "loss_cls": 0.04756510257720947, "loss_rpn_cls": 0.0008447948104048919, "loss_rpn_loc": 0.002713854886678746, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5383697263896465, "total_loss": 0.05976972956261761}
{"data_time": 0.004006997914984822, "eta_seconds": 56221.39283847157, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24725274725274723, "fast_rcnn/fg_cls_accuracy": 0.7527472527472527, "iteration": 135579, "loss_box_reg": 0.008989572641439736, "loss_cls": 0.04403909028042108, "loss_rpn_cls": 0.001702939760832578, "loss_rpn_loc": 0.0023333622557402123, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5373218469321728, "total_loss": 0.05813119841548087}
{"data_time": 0.004684880375862122, "eta_seconds": 56233.03935994557, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3923141891891892, "fast_rcnn/fg_cls_accuracy": 0.6076858108108107, "iteration": 135599, "loss_box_reg": 0.007865963882068172, "loss_cls": 0.04670212505152449, "loss_rpn_cls": 0.0011461150538139009, "loss_rpn_loc": 0.0021686762429453665, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5390644441358745, "total_loss": 0.05937244869710412}
{"data_time": 0.004048761446028948, "eta_seconds": 56225.91146393027, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5005963029218843, "fast_rcnn/fg_cls_accuracy": 0.4994036970781157, "iteration": 135619, "loss_box_reg": 0.008230654464568943, "loss_cls": 0.0441243015229702, "loss_rpn_cls": 0.0009360041840409394, "loss_rpn_loc": 0.002504365435015643, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5378097901120782, "total_loss": 0.057451689860158695}
{"data_time": 0.0038989954628050327, "eta_seconds": 56219.19543910422, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.42826086956521736, "fast_rcnn/fg_cls_accuracy": 0.5217391304347826, "iteration": 135639, "loss_box_reg": 0.008104248932795599, "loss_cls": 0.04662034253124148, "loss_rpn_cls": 0.0006766015590073948, "loss_rpn_loc": 0.0016799533841549419, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540001917630434, "total_loss": 0.05793425499098248}
{"data_time": 0.0044837642926722765, "eta_seconds": 56204.36504783388, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.44285714285714284, "fast_rcnn/fg_cls_accuracy": 0.5571428571428572, "iteration": 135659, "loss_box_reg": 0.008882468420779333, "loss_cls": 0.04372271028114483, "loss_rpn_cls": 0.0005273062226933689, "loss_rpn_loc": 0.0019055685770581476, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5396036403253675, "total_loss": 0.05569416494927282}
{"data_time": 0.0037316610105335712, "eta_seconds": 56199.891151636606, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3320261437908497, "fast_rcnn/fg_cls_accuracy": 0.6235294117647059, "iteration": 135679, "loss_box_reg": 0.008610145887359977, "loss_cls": 0.04425175557844341, "loss_rpn_cls": 0.001107766606196492, "loss_rpn_loc": 0.0023276874107978074, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364550114609301, "total_loss": 0.05709603760419668}
{"data_time": 0.004026918904855847, "eta_seconds": 56179.176811349345, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.20210526315789473, "fast_rcnn/fg_cls_accuracy": 0.7306763285024154, "iteration": 135699, "loss_box_reg": 0.009088924358366057, "loss_cls": 0.046054455800913274, "loss_rpn_cls": 0.0007449441307016968, "loss_rpn_loc": 0.001964163040611311, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338221632409841, "total_loss": 0.05781079052928817}
{"data_time": 0.004662549588829279, "eta_seconds": 56176.09949679696, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.400853889943074, "fast_rcnn/fg_cls_accuracy": 0.599146110056926, "iteration": 135719, "loss_box_reg": 0.00743896552012302, "loss_cls": 0.04409708396997303, "loss_rpn_cls": 0.000975638642330523, "loss_rpn_loc": 0.0024834013238432817, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408814295660704, "total_loss": 0.05620580394793251}
{"data_time": 0.004032469587400556, "eta_seconds": 56167.567904456286, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2529411764705882, "fast_rcnn/fg_cls_accuracy": 0.7287878787878788, "iteration": 135739, "loss_box_reg": 0.008020093548111618, "loss_cls": 0.04441722028423101, "loss_rpn_cls": 0.0009677878617821989, "loss_rpn_loc": 0.0023592343022755813, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5372285940684378, "total_loss": 0.05711409033438031}
{"data_time": 0.0038359020836651325, "eta_seconds": 56156.79348872951, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29625, "fast_rcnn/fg_cls_accuracy": 0.66875, "iteration": 135759, "loss_box_reg": 0.007623124751262367, "loss_cls": 0.040909533272497356, "loss_rpn_cls": 0.0008739359460605556, "loss_rpn_loc": 0.0034459015805623494, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422351162414998, "total_loss": 0.05384497678602429}
{"data_time": 0.0038995114155113697, "eta_seconds": 56171.83768677735, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3806012478729438, "fast_rcnn/fg_cls_accuracy": 0.6193987521270561, "iteration": 135779, "loss_box_reg": 0.008399079786613584, "loss_cls": 0.04390509449876845, "loss_rpn_cls": 0.0006940667429944369, "loss_rpn_loc": 0.0024223613472713623, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5484913508407772, "total_loss": 0.05795352504571838}
{"data_time": 0.004234572872519493, "eta_seconds": 56137.7316957037, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.44326923076923075, "fast_rcnn/fg_cls_accuracy": 0.5567307692307693, "iteration": 135799, "loss_box_reg": 0.007848882727557793, "loss_cls": 0.04695734439883381, "loss_rpn_cls": 0.0008305334665692499, "loss_rpn_loc": 0.0018109871198248584, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5248461787123233, "total_loss": 0.060203754720419056}
{"data_time": 0.004604854620993137, "eta_seconds": 56124.47024154919, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4897435897435897, "fast_rcnn/fg_cls_accuracy": 0.4849690539345712, "iteration": 135819, "loss_box_reg": 0.007897850387962535, "loss_cls": 0.043666529236361384, "loss_rpn_cls": 0.0011255213503318373, "loss_rpn_loc": 0.0024290163892146666, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.532641610596329, "total_loss": 0.0570150473087665}
{"data_time": 0.003912179730832577, "eta_seconds": 56107.40617540013, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4246031746031746, "fast_rcnn/fg_cls_accuracy": 0.5753968253968254, "iteration": 135839, "loss_box_reg": 0.008739961340324953, "loss_cls": 0.04790592833887786, "loss_rpn_cls": 0.0009037473142257113, "loss_rpn_loc": 0.0020952562845195644, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5350692190695554, "total_loss": 0.05881283310094432}
{"data_time": 0.003888129023835063, "eta_seconds": 56071.29685731232, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3891637803067788, "fast_rcnn/fg_cls_accuracy": 0.5917992656058751, "iteration": 135859, "loss_box_reg": 0.008511060703312978, "loss_cls": 0.047280229395255446, "loss_rpn_cls": 0.0009416430380611018, "loss_rpn_loc": 0.001813536695408402, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5377554879523814, "total_loss": 0.05928315381629545}
{"data_time": 0.003958339104428887, "eta_seconds": 56079.21528588259, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2714932126696833, "fast_rcnn/fg_cls_accuracy": 0.7285067873303167, "iteration": 135879, "loss_box_reg": 0.008106251218123361, "loss_cls": 0.042749236949021, "loss_rpn_cls": 0.0005628774562183025, "loss_rpn_loc": 0.0024242227482318413, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405902904458344, "total_loss": 0.05335298597617566}
{"data_time": 0.004115598974749446, "eta_seconds": 56079.13362660562, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.48333333333333334, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 135899, "loss_box_reg": 0.00748315203236416, "loss_cls": 0.041966593329561874, "loss_rpn_cls": 0.0007202837889508373, "loss_rpn_loc": 0.0023602032797498396, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5430921548977494, "total_loss": 0.05348901397030659}
{"data_time": 0.003888404928147793, "eta_seconds": 56068.3596410288, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.21637426900584794, "fast_rcnn/fg_cls_accuracy": 0.7598566308243728, "iteration": 135919, "loss_box_reg": 0.007480798842152581, "loss_cls": 0.0446499363752082, "loss_rpn_cls": 0.0008052220133549781, "loss_rpn_loc": 0.0022795106215198757, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5354642935562879, "total_loss": 0.05531326785046531}
{"data_time": 0.003653870429843664, "eta_seconds": 56027.56495498214, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2505226480836237, "fast_rcnn/fg_cls_accuracy": 0.7372822299651568, "iteration": 135939, "loss_box_reg": 0.007800308667356148, "loss_cls": 0.04532463359646499, "loss_rpn_cls": 0.0006863603894089465, "loss_rpn_loc": 0.0021767477883258834, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5386788295581937, "total_loss": 0.05586879149052493}
{"data_time": 0.003863114397972822, "eta_seconds": 56031.44424902159, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4019756838905775, "fast_rcnn/fg_cls_accuracy": 0.5980243161094225, "iteration": 135959, "loss_box_reg": 0.00772227841662243, "loss_cls": 0.04407231346704066, "loss_rpn_cls": 0.0011838208116614624, "loss_rpn_loc": 0.0019553761358110933, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415542295668274, "total_loss": 0.055675218085639244}
{"data_time": 0.0037404715549200773, "eta_seconds": 56040.757657976355, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2922201138519924, "fast_rcnn/fg_cls_accuracy": 0.6911764705882353, "iteration": 135979, "loss_box_reg": 0.009252798685338348, "loss_cls": 0.044356665457598865, "loss_rpn_cls": 0.0010962196649870748, "loss_rpn_loc": 0.002618817468828638, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5488901587668806, "total_loss": 0.05748450978404662}
{"data_time": 0.004166304133832455, "eta_seconds": 56029.98276489554, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4317073170731708, "fast_rcnn/fg_cls_accuracy": 0.5682926829268293, "iteration": 135999, "loss_box_reg": 0.008980507787782699, "loss_cls": 0.0426287577720359, "loss_rpn_cls": 0.0007040615016080665, "loss_rpn_loc": 0.0026433699676999822, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384563670959324, "total_loss": 0.056221919607651216}
{"data_time": 0.004039190476760268, "eta_seconds": 56019.207871814724, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.5689102564102564, "iteration": 136019, "loss_box_reg": 0.00910295726498589, "loss_cls": 0.046938986517488956, "loss_rpn_cls": 0.0007324131190671324, "loss_rpn_loc": 0.002006832233746536, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5402687124442309, "total_loss": 0.0603037109538036}
{"data_time": 0.003930384526029229, "eta_seconds": 56027.76546660764, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4121030832949839, "fast_rcnn/fg_cls_accuracy": 0.5878969167050161, "iteration": 136039, "loss_box_reg": 0.008434047747869045, "loss_cls": 0.04308333608787507, "loss_rpn_cls": 0.0008560120356833067, "loss_rpn_loc": 0.0021840503395651467, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5392027106136084, "total_loss": 0.05562410063697598}
{"data_time": 0.004128847038373351, "eta_seconds": 56006.679144122405, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.32719638242894056, "fast_rcnn/fg_cls_accuracy": 0.6589147286821706, "iteration": 136059, "loss_box_reg": 0.008123553037876263, "loss_cls": 0.04387525864876807, "loss_rpn_cls": 0.0008730355796160438, "loss_rpn_loc": 0.002456853566400241, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5448550160508603, "total_loss": 0.05407936027916094}
{"data_time": 0.004118373384699225, "eta_seconds": 56006.208242084365, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4315245478036176, "fast_rcnn/fg_cls_accuracy": 0.5492063492063493, "iteration": 136079, "loss_box_reg": 0.008135010401019827, "loss_cls": 0.04387246398255229, "loss_rpn_cls": 0.000953865631345252, "loss_rpn_loc": 0.0022830086600151844, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.541104874573648, "total_loss": 0.056054147869531334}
{"data_time": 0.0037420704029500484, "eta_seconds": 55985.12588635343, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.303030303030303, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 136099, "loss_box_reg": 0.007356633461313322, "loss_cls": 0.04464634513715282, "loss_rpn_cls": 0.0007281671121290856, "loss_rpn_loc": 0.001797342511054012, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5383900145534426, "total_loss": 0.054567224176537366}
{"data_time": 0.004218065878376365, "eta_seconds": 55955.086912882514, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.475, "fast_rcnn/fg_cls_accuracy": 0.525, "iteration": 136119, "loss_box_reg": 0.007731606776360422, "loss_cls": 0.04435311316046864, "loss_rpn_cls": 0.001074558951245308, "loss_rpn_loc": 0.0021808111014252063, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5319706620648503, "total_loss": 0.05630369293817239}
{"data_time": 0.003750290721654892, "eta_seconds": 55930.86808620463, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.43933823529411764, "fast_rcnn/fg_cls_accuracy": 0.5606617647058824, "iteration": 136139, "loss_box_reg": 0.008330515120178461, "loss_cls": 0.045237635291414335, "loss_rpn_cls": 0.0008545141573108594, "loss_rpn_loc": 0.002465301597112557, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5340927825309336, "total_loss": 0.0584912841940195}
{"data_time": 0.003944635624065995, "eta_seconds": 55920.097755072406, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.34475965327029157, "fast_rcnn/fg_cls_accuracy": 0.6373954599761051, "iteration": 136159, "loss_box_reg": 0.008869392477208748, "loss_cls": 0.045472717843949795, "loss_rpn_cls": 0.0008900944576453185, "loss_rpn_loc": 0.002038357877609087, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537898599402979, "total_loss": 0.058247177293310415}
{"data_time": 0.003838891163468361, "eta_seconds": 55932.6699949794, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44541343669250644, "fast_rcnn/fg_cls_accuracy": 0.5545865633074936, "iteration": 136179, "loss_box_reg": 0.008532516032573767, "loss_cls": 0.044313610997051, "loss_rpn_cls": 0.001216671033489547, "loss_rpn_loc": 0.002735867332376074, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5381840500049293, "total_loss": 0.05767106550410972}
{"data_time": 0.00402092607691884, "eta_seconds": 55971.16826987523, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 136199, "loss_box_reg": 0.008383957931073382, "loss_cls": 0.04426394187612459, "loss_rpn_cls": 0.0007126009934381727, "loss_rpn_loc": 0.002056715853541391, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5436159707605839, "total_loss": 0.05685604983682424}
{"data_time": 0.0045724676456302404, "eta_seconds": 55974.582432869356, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33106060606060606, "fast_rcnn/fg_cls_accuracy": 0.668939393939394, "iteration": 136219, "loss_box_reg": 0.008490686304867268, "loss_cls": 0.0419839630194474, "loss_rpn_cls": 0.0007363416573298309, "loss_rpn_loc": 0.0019472048770694528, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457742363214493, "total_loss": 0.053499180252856604}
{"data_time": 0.004067501053214073, "eta_seconds": 55916.87726508686, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.37564102564102564, "fast_rcnn/fg_cls_accuracy": 0.5977891156462585, "iteration": 136239, "loss_box_reg": 0.007710244070040062, "loss_cls": 0.04368041583802551, "loss_rpn_cls": 0.0009701852692671764, "loss_rpn_loc": 0.00205513588298345, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5310964693780988, "total_loss": 0.0552495198720635}
{"data_time": 0.004127318970859051, "eta_seconds": 55941.191704639234, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4560236511456024, "fast_rcnn/fg_cls_accuracy": 0.5439763488543976, "iteration": 136259, "loss_box_reg": 0.008255739026935771, "loss_cls": 0.042205315141472965, "loss_rpn_cls": 0.00042799043774266465, "loss_rpn_loc": 0.0022217361874936614, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5401206784881651, "total_loss": 0.05511745796320611}
{"data_time": 0.003688838565722108, "eta_seconds": 55928.03098351392, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.32815964523281593, "fast_rcnn/fg_cls_accuracy": 0.6718403547671841, "iteration": 136279, "loss_box_reg": 0.008338847226696089, "loss_cls": 0.046215327573008835, "loss_rpn_cls": 0.0009590600860676091, "loss_rpn_loc": 0.00244973017652228, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5390501520596445, "total_loss": 0.058350003276103735}
{"data_time": 0.003695183899253607, "eta_seconds": 55923.168504934525, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4221774193548387, "fast_rcnn/fg_cls_accuracy": 0.5778225806451613, "iteration": 136299, "loss_box_reg": 0.008961222658399493, "loss_cls": 0.04548459802754223, "loss_rpn_cls": 0.0010960212052850693, "loss_rpn_loc": 0.0018926104312413372, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5431905046571046, "total_loss": 0.05865440389544574}
{"data_time": 0.0037368859630078077, "eta_seconds": 55906.462340333266, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.457002457002457, "fast_rcnn/fg_cls_accuracy": 0.542997542997543, "iteration": 136319, "loss_box_reg": 0.00795319041935727, "loss_cls": 0.0426435440313071, "loss_rpn_cls": 0.0008684651841122104, "loss_rpn_loc": 0.00233584118905128, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5388982964213938, "total_loss": 0.05352744665412956}
{"data_time": 0.0037595988251268864, "eta_seconds": 55893.24514050642, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29642857142857143, "fast_rcnn/fg_cls_accuracy": 0.6566964285714285, "iteration": 136339, "loss_box_reg": 0.008182258752640337, "loss_cls": 0.04181369743309915, "loss_rpn_cls": 0.0005501201084143759, "loss_rpn_loc": 0.0017511185906187166, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5385385320987552, "total_loss": 0.05240637767906264}
{"data_time": 0.003638305002823472, "eta_seconds": 55853.412654508604, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 136359, "loss_box_reg": 0.008332023484399542, "loss_cls": 0.04368609865196049, "loss_rpn_cls": 0.00048411648077717473, "loss_rpn_loc": 0.0020381158083182527, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5383157066535205, "total_loss": 0.05490867492517282}
{"data_time": 0.003983794013038278, "eta_seconds": 55859.13036946789, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44270833333333337, "fast_rcnn/fg_cls_accuracy": 0.5416666666666667, "iteration": 136379, "loss_box_reg": 0.008334416590514593, "loss_cls": 0.04388134722830728, "loss_rpn_cls": 0.0005123358797618494, "loss_rpn_loc": 0.002231418262454099, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5444514777045697, "total_loss": 0.05660197764353825}
{"data_time": 0.003754330100491643, "eta_seconds": 55860.89358390914, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3936651583710407, "fast_rcnn/fg_cls_accuracy": 0.5536053130929791, "iteration": 136399, "loss_box_reg": 0.008547156350687146, "loss_cls": 0.046894068364053965, "loss_rpn_cls": 0.0012610852045327192, "loss_rpn_loc": 0.0027002414663002128, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427734351251274, "total_loss": 0.059755840275101946}
{"data_time": 0.004026562906801701, "eta_seconds": 55857.10954541154, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4264069264069264, "fast_rcnn/fg_cls_accuracy": 0.5735930735930737, "iteration": 136419, "loss_box_reg": 0.008946400426793844, "loss_cls": 0.044848518911749125, "loss_rpn_cls": 0.000926977267795337, "loss_rpn_loc": 0.00216369736881461, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5395731381140649, "total_loss": 0.05795579016717056}
{"data_time": 0.003916877554729581, "eta_seconds": 55846.32434164919, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3880952380952381, "fast_rcnn/fg_cls_accuracy": 0.611904761904762, "iteration": 136439, "loss_box_reg": 0.008505085861543193, "loss_cls": 0.046974004711955786, "loss_rpn_cls": 0.00035880368290008846, "loss_rpn_loc": 0.001999337000597734, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425524155143648, "total_loss": 0.05895516927131439}
{"data_time": 0.0039907831232994795, "eta_seconds": 55839.08002597536, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4065934065934066, "fast_rcnn/fg_cls_accuracy": 0.575134168157424, "iteration": 136459, "loss_box_reg": 0.007897757343016565, "loss_cls": 0.048303975723683834, "loss_rpn_cls": 0.0006566927063431649, "loss_rpn_loc": 0.0023552149650640786, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407201170455664, "total_loss": 0.05854220630118334}
{"data_time": 0.004213371779769659, "eta_seconds": 55831.89888984617, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4941860465116279, "fast_rcnn/fg_cls_accuracy": 0.38795518207282914, "iteration": 136479, "loss_box_reg": 0.008421283622737974, "loss_cls": 0.04311375509132631, "loss_rpn_cls": 0.0012030230541313358, "loss_rpn_loc": 0.0025148147615254857, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5410095213446766, "total_loss": 0.056969479755252905}
{"data_time": 0.004018307896330953, "eta_seconds": 55826.91209285543, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3704268292682927, "fast_rcnn/fg_cls_accuracy": 0.6295731707317074, "iteration": 136499, "loss_box_reg": 0.008839468355290592, "loss_cls": 0.04510973650030792, "loss_rpn_cls": 0.0008811858378408033, "loss_rpn_loc": 0.002372270686464617, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5446618665009737, "total_loss": 0.057018131523932425}
{"data_time": 0.004378331359475851, "eta_seconds": 55820.495993584394, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.41607142857142854, "fast_rcnn/fg_cls_accuracy": 0.5839285714285715, "iteration": 136519, "loss_box_reg": 0.008070555748417974, "loss_cls": 0.04384249204304069, "loss_rpn_cls": 0.0009485301702056859, "loss_rpn_loc": 0.0019581778778956505, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5372579966206104, "total_loss": 0.05539737013549484}
{"data_time": 0.004109397996217012, "eta_seconds": 55809.70744380355, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.24926108374384237, "fast_rcnn/fg_cls_accuracy": 0.6492063492063492, "iteration": 136539, "loss_box_reg": 0.00894894971861504, "loss_cls": 0.042694431147538126, "loss_rpn_cls": 0.0005977828399181817, "loss_rpn_loc": 0.0021669018715329003, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5393794665578753, "total_loss": 0.056306782693582136}
{"data_time": 0.0038065544795244932, "eta_seconds": 55797.625666961074, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3188405797101449, "fast_rcnn/fg_cls_accuracy": 0.681159420289855, "iteration": 136559, "loss_box_reg": 0.007605394290294498, "loss_cls": 0.04173141153296456, "loss_rpn_cls": 0.0010353834265970363, "loss_rpn_loc": 0.001983108681088197, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356216754298657, "total_loss": 0.052545364771503955}
{"data_time": 0.004620032850652933, "eta_seconds": 55796.520030409796, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4695121951219512, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 136579, "loss_box_reg": 0.008089442155323923, "loss_cls": 0.04623204248491675, "loss_rpn_cls": 0.0005294035181577783, "loss_rpn_loc": 0.002332056174054742, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538696276023984, "total_loss": 0.058898437521378355}
{"data_time": 0.00398728484287858, "eta_seconds": 55790.03365966631, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.39642857142857146, "fast_rcnn/fg_cls_accuracy": 0.6035714285714285, "iteration": 136599, "loss_box_reg": 0.007719581772107631, "loss_cls": 0.04356309771537781, "loss_rpn_cls": 0.0006737325423813445, "loss_rpn_loc": 0.0019962400656368118, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423466416541487, "total_loss": 0.05702038464664838}
{"data_time": 0.004086793167516589, "eta_seconds": 55779.24265500298, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.39148936170212767, "fast_rcnn/fg_cls_accuracy": 0.6085106382978723, "iteration": 136619, "loss_box_reg": 0.008720479963812977, "loss_cls": 0.04630917124450207, "loss_rpn_cls": 0.0009136994149230304, "loss_rpn_loc": 0.0018054064057650976, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5348986492026597, "total_loss": 0.058070568516711774}
{"data_time": 0.004430688451975584, "eta_seconds": 55768.451650339644, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2952776336274001, "fast_rcnn/fg_cls_accuracy": 0.7047223663725999, "iteration": 136639, "loss_box_reg": 0.007909784413641319, "loss_cls": 0.04074421024415642, "loss_rpn_cls": 0.0008558495977695202, "loss_rpn_loc": 0.0015756055490783183, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391484552528709, "total_loss": 0.05195375986647832}
{"data_time": 0.004304526606574655, "eta_seconds": 55757.66064567631, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.556989247311828, "fast_rcnn/fg_cls_accuracy": 0.443010752688172, "iteration": 136659, "loss_box_reg": 0.0090553623449523, "loss_cls": 0.04765216168016195, "loss_rpn_cls": 0.0009809106470584084, "loss_rpn_loc": 0.0021629093935189303, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370660657063127, "total_loss": 0.05983121154326909}
{"data_time": 0.004292122321203351, "eta_seconds": 55746.86964101298, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40912667191188046, "fast_rcnn/fg_cls_accuracy": 0.5908733280881195, "iteration": 136679, "loss_box_reg": 0.008554903368349187, "loss_cls": 0.042809450882487, "loss_rpn_cls": 0.0005113352933676651, "loss_rpn_loc": 0.0018219666271761525, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5342777201440185, "total_loss": 0.053548975378305386}
{"data_time": 0.004009756026789546, "eta_seconds": 55736.078636349645, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3631100082712986, "fast_rcnn/fg_cls_accuracy": 0.6368899917287014, "iteration": 136699, "loss_box_reg": 0.008040871965931728, "loss_cls": 0.04551512323087081, "loss_rpn_cls": 0.0014735287260236873, "loss_rpn_loc": 0.0024689707533980254, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5346975498832762, "total_loss": 0.05773763145987232}
{"data_time": 0.004248950397595763, "eta_seconds": 55724.29963739589, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3795454545454545, "fast_rcnn/fg_cls_accuracy": 0.6154545454545455, "iteration": 136719, "loss_box_reg": 0.008200110052712262, "loss_cls": 0.04268804827006534, "loss_rpn_cls": 0.0008143406715817036, "loss_rpn_loc": 0.002557539894041838, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5435334879439324, "total_loss": 0.05597874961836169}
{"data_time": 0.003768974682316184, "eta_seconds": 55713.50882405415, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40664711632453565, "fast_rcnn/fg_cls_accuracy": 0.5933528836754643, "iteration": 136739, "loss_box_reg": 0.009192749275825918, "loss_cls": 0.04576863453257829, "loss_rpn_cls": 0.0008631825184011177, "loss_rpn_loc": 0.002368029727222165, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5430871387943625, "total_loss": 0.05756529447921821}
{"data_time": 0.00465914118103683, "eta_seconds": 55702.718010712415, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3099415204678363, "fast_rcnn/fg_cls_accuracy": 0.6900584795321638, "iteration": 136759, "loss_box_reg": 0.008616793231340125, "loss_cls": 0.047171062673442066, "loss_rpn_cls": 0.0008845467527862638, "loss_rpn_loc": 0.002073859763186192, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5486895409412682, "total_loss": 0.06098502921781801}
{"data_time": 0.004365298431366682, "eta_seconds": 55672.289919504896, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3195754716981132, "fast_rcnn/fg_cls_accuracy": 0.6709905660377358, "iteration": 136779, "loss_box_reg": 0.008376422192668542, "loss_cls": 0.04326810943894088, "loss_rpn_cls": 0.0013221729085444167, "loss_rpn_loc": 0.002459402116073761, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5318686463870108, "total_loss": 0.05463494206640007}
{"data_time": 0.004147990606725216, "eta_seconds": 55671.453966051806, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34438775510204084, "fast_rcnn/fg_cls_accuracy": 0.6556122448979592, "iteration": 136799, "loss_box_reg": 0.008168147003743798, "loss_cls": 0.04435430932790041, "loss_rpn_cls": 0.0009822783028994309, "loss_rpn_loc": 0.002043566077190917, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5324688183609396, "total_loss": 0.05661909725779424}
{"data_time": 0.004048333037644625, "eta_seconds": 55671.332608369645, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.265625, "fast_rcnn/fg_cls_accuracy": 0.7107263513513513, "iteration": 136819, "loss_box_reg": 0.009018798475153744, "loss_cls": 0.04678975767455995, "loss_rpn_cls": 0.0007157448765156005, "loss_rpn_loc": 0.0016411235301347915, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434714376460761, "total_loss": 0.05867396983833828}
{"data_time": 0.0036888490431010723, "eta_seconds": 55660.54160370631, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.45454545454545453, "fast_rcnn/fg_cls_accuracy": 0.5454545454545454, "iteration": 136839, "loss_box_reg": 0.008607920754002407, "loss_cls": 0.04212241660570726, "loss_rpn_cls": 0.0008117259424693657, "loss_rpn_loc": 0.0024848373177519534, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.533105812035501, "total_loss": 0.054563034335899374}
{"data_time": 0.0036687615793198347, "eta_seconds": 55658.23759503639, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4096774193548387, "fast_rcnn/fg_cls_accuracy": 0.5903225806451613, "iteration": 136859, "loss_box_reg": 0.007833395502530038, "loss_cls": 0.04230951960198581, "loss_rpn_cls": 0.0012117683506858157, "loss_rpn_loc": 0.0020939997466484783, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5428296905010939, "total_loss": 0.05437033110604261}
{"data_time": 0.0037456515710800886, "eta_seconds": 55636.69211559137, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3152834008097166, "fast_rcnn/fg_cls_accuracy": 0.6847165991902835, "iteration": 136879, "loss_box_reg": 0.007752292294753715, "loss_cls": 0.04387975682038814, "loss_rpn_cls": 0.0014262528189874502, "loss_rpn_loc": 0.0022640995302936062, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5285719016101211, "total_loss": 0.05614062731183367}
{"data_time": 0.003991441568359733, "eta_seconds": 55625.90155069856, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3422459893048128, "fast_rcnn/fg_cls_accuracy": 0.6577540106951871, "iteration": 136899, "loss_box_reg": 0.008637045335490257, "loss_cls": 0.04967844719067216, "loss_rpn_cls": 0.0011633598319349403, "loss_rpn_loc": 0.0021637524587276857, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542037202976644, "total_loss": 0.061188582828094695}
{"data_time": 0.003707021940499544, "eta_seconds": 55617.37758505298, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 136919, "loss_box_reg": 0.007443410489941016, "loss_cls": 0.043141832400579005, "loss_rpn_cls": 0.0009490729688081956, "loss_rpn_loc": 0.0021985780167597113, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412116295192391, "total_loss": 0.05544986092513682}
{"data_time": 0.004065161570906639, "eta_seconds": 55600.50387145369, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3419871794871795, "fast_rcnn/fg_cls_accuracy": 0.6301829268292682, "iteration": 136939, "loss_box_reg": 0.007840681792004034, "loss_cls": 0.042000432847999036, "loss_rpn_cls": 0.0009080352283490356, "loss_rpn_loc": 0.002116181816745666, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5346911274828017, "total_loss": 0.053038623816803465}
{"data_time": 0.004116749856621027, "eta_seconds": 55575.206843527034, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30662393162393164, "fast_rcnn/fg_cls_accuracy": 0.6933760683760684, "iteration": 136959, "loss_box_reg": 0.007577635056804866, "loss_cls": 0.04348481772467494, "loss_rpn_cls": 0.0010400827404737356, "loss_rpn_loc": 0.002021450865868246, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5310167651623487, "total_loss": 0.0546713423879055}
{"data_time": 0.003953455947339535, "eta_seconds": 55524.39933786658, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3145645645645646, "fast_rcnn/fg_cls_accuracy": 0.6854354354354355, "iteration": 136979, "loss_box_reg": 0.007662743824766949, "loss_cls": 0.04386860685190186, "loss_rpn_cls": 0.0007356521085739587, "loss_rpn_loc": 0.0016657279520586599, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5339465111028403, "total_loss": 0.054355773627435156}
{"data_time": 0.0043800873681902885, "eta_seconds": 55525.13061415637, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.430952380952381, "fast_rcnn/fg_cls_accuracy": 0.5653846153846154, "iteration": 136999, "loss_box_reg": 0.00859288321225904, "loss_cls": 0.048823548189830035, "loss_rpn_cls": 0.0011391937008511377, "loss_rpn_loc": 0.002356438410060946, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404379356186837, "total_loss": 0.061494528069943044}
{"data_time": 0.004055941477417946, "eta_seconds": 55497.71162361349, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49193548387096775, "fast_rcnn/fg_cls_accuracy": 0.48469387755102045, "iteration": 137019, "loss_box_reg": 0.007982460461789742, "loss_cls": 0.04627308051567525, "loss_rpn_cls": 0.00128974601614118, "loss_rpn_loc": 0.0026713049792306265, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5379246813245118, "total_loss": 0.061065871821938345}
{"data_time": 0.003943457966670394, "eta_seconds": 55486.93338070973, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4144230769230769, "fast_rcnn/fg_cls_accuracy": 0.585576923076923, "iteration": 137039, "loss_box_reg": 0.009144577517872676, "loss_cls": 0.0448760143481195, "loss_rpn_cls": 0.0009237247945748095, "loss_rpn_loc": 0.0019486788514768705, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5386053218971938, "total_loss": 0.05901000360722719}
{"data_time": 0.00399704952724278, "eta_seconds": 55468.5576506732, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5086206896551724, "fast_rcnn/fg_cls_accuracy": 0.4913793103448276, "iteration": 137059, "loss_box_reg": 0.008467775682220235, "loss_cls": 0.043857733136974275, "loss_rpn_cls": 0.0011609799994403147, "loss_rpn_loc": 0.0022823456583864754, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390271216165274, "total_loss": 0.057361511236820206}
{"data_time": 0.003976996289566159, "eta_seconds": 55457.78088385519, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.31663685152057247, "fast_rcnn/fg_cls_accuracy": 0.6586378737541528, "iteration": 137079, "loss_box_reg": 0.008376495738048106, "loss_cls": 0.045964359247591347, "loss_rpn_cls": 0.000846573094577252, "loss_rpn_loc": 0.002056808631095919, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432682894170284, "total_loss": 0.05793876043634327}
{"data_time": 0.003783217864111066, "eta_seconds": 55447.00411703717, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.41306306306306306, "fast_rcnn/fg_cls_accuracy": 0.5727642276422764, "iteration": 137099, "loss_box_reg": 0.007779173494782299, "loss_cls": 0.04450427880510688, "loss_rpn_cls": 0.0007023983078511264, "loss_rpn_loc": 0.0021917734229646157, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5389174434822053, "total_loss": 0.056493106660170156}
{"data_time": 0.004191017709672451, "eta_seconds": 55446.52158888173, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.31342062193126025, "fast_rcnn/fg_cls_accuracy": 0.6304255319148936, "iteration": 137119, "loss_box_reg": 0.008103279455099255, "loss_cls": 0.04391235328512266, "loss_rpn_cls": 0.0009299989410749276, "loss_rpn_loc": 0.0017691386983642587, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345363216474652, "total_loss": 0.05787255296792182}
{"data_time": 0.004050099523738027, "eta_seconds": 55435.742820870364, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32255244755244755, "fast_rcnn/fg_cls_accuracy": 0.6774475524475525, "iteration": 137139, "loss_box_reg": 0.008422122686170042, "loss_cls": 0.0454214503406547, "loss_rpn_cls": 0.0010020893628279737, "loss_rpn_loc": 0.002713717502047075, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355243780650198, "total_loss": 0.058139216880022104}
{"data_time": 0.0040090077091008425, "eta_seconds": 55455.643373008585, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3482142857142857, "fast_rcnn/fg_cls_accuracy": 0.6186224489795918, "iteration": 137159, "loss_box_reg": 0.008298848464619368, "loss_cls": 0.042827954108361155, "loss_rpn_cls": 0.0011089234641303847, "loss_rpn_loc": 0.0023425316612701863, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5444158939644694, "total_loss": 0.055401248070893416}
{"data_time": 0.004324625479057431, "eta_seconds": 55416.60694730957, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4650635208711434, "fast_rcnn/fg_cls_accuracy": 0.5086206896551724, "iteration": 137179, "loss_box_reg": 0.008221782831242308, "loss_cls": 0.045670707477256656, "loss_rpn_cls": 0.001192962829463795, "loss_rpn_loc": 0.002686130985239288, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5358808471355587, "total_loss": 0.056731015793559436}
{"data_time": 0.003926251083612442, "eta_seconds": 55393.977762311, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3857142857142857, "fast_rcnn/fg_cls_accuracy": 0.5934065934065934, "iteration": 137199, "loss_box_reg": 0.008380640210816637, "loss_cls": 0.04292498924769461, "loss_rpn_cls": 0.0008140932753235575, "loss_rpn_loc": 0.002486735909769777, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5352934924885631, "total_loss": 0.054772987237186044}
{"data_time": 0.003851024666801095, "eta_seconds": 55347.64974676166, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32261794634597596, "fast_rcnn/fg_cls_accuracy": 0.677382053654024, "iteration": 137219, "loss_box_reg": 0.008737584692426026, "loss_cls": 0.04534374113427475, "loss_rpn_cls": 0.0007775540373131662, "loss_rpn_loc": 0.002119699545801268, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5336311508435756, "total_loss": 0.05786462827722971}
{"data_time": 0.004015109967440367, "eta_seconds": 55380.026951006614, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23182624113475175, "fast_rcnn/fg_cls_accuracy": 0.728937728937729, "iteration": 137239, "loss_box_reg": 0.007928040577098727, "loss_cls": 0.04200705164112151, "loss_rpn_cls": 0.0004990843149812463, "loss_rpn_loc": 0.002162653603591025, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5452255709096789, "total_loss": 0.05330922094617563}
{"data_time": 0.003964240895584226, "eta_seconds": 55373.48999108677, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.456959706959707, "fast_rcnn/fg_cls_accuracy": 0.5430402930402931, "iteration": 137259, "loss_box_reg": 0.008293704042444006, "loss_cls": 0.04478278663009405, "loss_rpn_cls": 0.0007449931904375262, "loss_rpn_loc": 0.0022870809843880124, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5416326455306262, "total_loss": 0.056907358671082875}
{"data_time": 0.004169267602264881, "eta_seconds": 55380.07257479546, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3076923076923077, "fast_rcnn/fg_cls_accuracy": 0.6841491841491842, "iteration": 137279, "loss_box_reg": 0.008172859030310065, "loss_cls": 0.045851206756196916, "loss_rpn_cls": 0.0010488956492054058, "loss_rpn_loc": 0.0017225703450094443, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5443945890292525, "total_loss": 0.056043025524331824}
{"data_time": 0.003956276457756758, "eta_seconds": 55346.889513056725, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4065934065934066, "fast_rcnn/fg_cls_accuracy": 0.5934065934065934, "iteration": 137299, "loss_box_reg": 0.008769960550125688, "loss_cls": 0.0449059383245185, "loss_rpn_cls": 0.0007121407791146339, "loss_rpn_loc": 0.00236309982574312, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5257218016777188, "total_loss": 0.05596585118848907}
{"data_time": 0.00423047156073153, "eta_seconds": 55313.50015373924, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.22817715019255455, "fast_rcnn/fg_cls_accuracy": 0.6864569961489089, "iteration": 137319, "loss_box_reg": 0.00777141607250087, "loss_cls": 0.044182925834320486, "loss_rpn_cls": 0.0007644609001999925, "loss_rpn_loc": 0.002663408218722907, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.536879017483443, "total_loss": 0.055472507833030704}
{"data_time": 0.004185840021818876, "eta_seconds": 55315.23248963873, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21350129198966408, "fast_rcnn/fg_cls_accuracy": 0.7837209302325582, "iteration": 137339, "loss_box_reg": 0.008412870665779337, "loss_cls": 0.04596107505494729, "loss_rpn_cls": 0.001058078822779862, "loss_rpn_loc": 0.002166326237784233, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5460546074900776, "total_loss": 0.055840890418039635}
{"data_time": 0.003956623375415802, "eta_seconds": 55294.12864463008, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3678839957035446, "fast_rcnn/fg_cls_accuracy": 0.6321160042964554, "iteration": 137359, "loss_box_reg": 0.007180989836342633, "loss_cls": 0.04235819971654564, "loss_rpn_cls": 0.001259030772416736, "loss_rpn_loc": 0.0019225043561164057, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5268848394043744, "total_loss": 0.05454451264205318}
{"data_time": 0.003701369743794203, "eta_seconds": 55274.77977414918, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2347560975609756, "fast_rcnn/fg_cls_accuracy": 0.7207792207792207, "iteration": 137379, "loss_box_reg": 0.008162598358467221, "loss_cls": 0.04318315448472276, "loss_rpn_cls": 0.0006483261119001327, "loss_rpn_loc": 0.0018809180637617828, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388810869771987, "total_loss": 0.05502858584418391}
{"data_time": 0.0038620184641331434, "eta_seconds": 55249.9012029788, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4320234869015357, "fast_rcnn/fg_cls_accuracy": 0.5679765130984643, "iteration": 137399, "loss_box_reg": 0.007697917288169265, "loss_cls": 0.04392569256015122, "loss_rpn_cls": 0.0009447071417980624, "loss_rpn_loc": 0.0025202577744494192, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5300701854284853, "total_loss": 0.055832045779141026}
{"data_time": 0.003617739537730813, "eta_seconds": 55246.91270621563, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5847972972972972, "fast_rcnn/fg_cls_accuracy": 0.4152027027027027, "iteration": 137419, "loss_box_reg": 0.008273287981864996, "loss_cls": 0.04353964631445706, "loss_rpn_cls": 0.00042019557145067665, "loss_rpn_loc": 0.0020717779407277703, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5509492780547589, "total_loss": 0.05612211557479441}
{"data_time": 0.004015468526631594, "eta_seconds": 55234.17107205698, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.4296774193548387, "fast_rcnn/fg_cls_accuracy": 0.5703225806451613, "iteration": 137439, "loss_box_reg": 0.008899803651729599, "loss_cls": 0.04373876191675663, "loss_rpn_cls": 0.0009042969925303623, "loss_rpn_loc": 0.0024262804035970476, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5403388612903655, "total_loss": 0.055911977403127366}
{"data_time": 0.0041050047148019075, "eta_seconds": 55217.89536791085, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3975225225225225, "fast_rcnn/fg_cls_accuracy": 0.6024774774774775, "iteration": 137459, "loss_box_reg": 0.00797606268315576, "loss_cls": 0.04299531862488948, "loss_rpn_cls": 0.0006202507427133241, "loss_rpn_loc": 0.002209786485764198, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389866235200316, "total_loss": 0.055521691803505746}
{"data_time": 0.0037743907887488604, "eta_seconds": 55200.58821490011, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35988620199146515, "fast_rcnn/fg_cls_accuracy": 0.6401137980085349, "iteration": 137479, "loss_box_reg": 0.008201173593988642, "loss_cls": 0.046677677280968055, "loss_rpn_cls": 0.000927376234926669, "loss_rpn_loc": 0.0023680568410782143, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5377822478767484, "total_loss": 0.05955165713044153}
{"data_time": 0.003789560403674841, "eta_seconds": 55186.92826077528, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3139386189258312, "fast_rcnn/fg_cls_accuracy": 0.6440729483282674, "iteration": 137499, "loss_box_reg": 0.008125641121296212, "loss_cls": 0.045532498916145414, "loss_rpn_cls": 0.0010107693701684184, "loss_rpn_loc": 0.002508803931050352, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410110699012876, "total_loss": 0.05773014025623979}
{"data_time": 0.0039411019533872604, "eta_seconds": 55176.16018470563, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4494949494949495, "fast_rcnn/fg_cls_accuracy": 0.5505050505050505, "iteration": 137519, "loss_box_reg": 0.0081259245343972, "loss_cls": 0.04704929352737963, "loss_rpn_cls": 0.0007463538784691082, "loss_rpn_loc": 0.001859423000496463, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5380694183986634, "total_loss": 0.05824335234149203}
{"data_time": 0.004373899893835187, "eta_seconds": 55168.282294231234, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.47580645161290325, "fast_rcnn/fg_cls_accuracy": 0.5241935483870968, "iteration": 137539, "loss_box_reg": 0.008195277594495565, "loss_cls": 0.040904460882302374, "loss_rpn_cls": 0.0009131338216548102, "loss_rpn_loc": 0.0022976102318352787, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396882109344006, "total_loss": 0.053624359041350544}
{"data_time": 0.003902707016095519, "eta_seconds": 55159.35593645065, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.415374677002584, "fast_rcnn/fg_cls_accuracy": 0.5846253229974161, "iteration": 137559, "loss_box_reg": 0.007945947872940451, "loss_cls": 0.04166667495155707, "loss_rpn_cls": 0.0007389566890196875, "loss_rpn_loc": 0.002379955230935593, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540569077944383, "total_loss": 0.05383962233827333}
{"data_time": 0.004488683072850108, "eta_seconds": 55145.89060867438, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41811414392059554, "fast_rcnn/fg_cls_accuracy": 0.5818858560794045, "iteration": 137579, "loss_box_reg": 0.008315426646731794, "loss_cls": 0.044455019291490316, "loss_rpn_cls": 0.0014057861343417244, "loss_rpn_loc": 0.002253887647384545, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5361052618827671, "total_loss": 0.056519409726547565}
{"data_time": 0.004049349809065461, "eta_seconds": 55133.08788042702, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2195945945945946, "fast_rcnn/fg_cls_accuracy": 0.7125, "iteration": 137599, "loss_box_reg": 0.008218207338359207, "loss_cls": 0.04323019494768232, "loss_rpn_cls": 0.0007768317846057471, "loss_rpn_loc": 0.0021364482017816044, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5465153299737722, "total_loss": 0.05502946517100327}
{"data_time": 0.004371856106445193, "eta_seconds": 55124.35366191203, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.49642857142857144, "fast_rcnn/fg_cls_accuracy": 0.5035714285714286, "iteration": 137619, "loss_box_reg": 0.00984219741076231, "loss_cls": 0.047957166796550155, "loss_rpn_cls": 0.001292968962161467, "loss_rpn_loc": 0.0026672248695831513, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5380166715476662, "total_loss": 0.0618117260935378}
{"data_time": 0.004178129136562347, "eta_seconds": 55113.58518853085, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.47761824324324326, "fast_rcnn/fg_cls_accuracy": 0.5223817567567568, "iteration": 137639, "loss_box_reg": 0.008234229957452044, "loss_cls": 0.045075473841279745, "loss_rpn_cls": 0.0010648407601365761, "loss_rpn_loc": 0.002556981700763572, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405569435097277, "total_loss": 0.05690602018796653}
{"data_time": 0.004662895109504461, "eta_seconds": 55103.79497865331, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3564814814814815, "fast_rcnn/fg_cls_accuracy": 0.5610021786492374, "iteration": 137659, "loss_box_reg": 0.008652803458971903, "loss_cls": 0.04249220702331513, "loss_rpn_cls": 0.00045653902907361044, "loss_rpn_loc": 0.002333595901291119, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390949584543705, "total_loss": 0.055299023423174276}
{"data_time": 0.00415202765725553, "eta_seconds": 55095.90707122022, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.45584415584415583, "fast_rcnn/fg_cls_accuracy": 0.5441558441558441, "iteration": 137679, "loss_box_reg": 0.008589213131926954, "loss_cls": 0.04555079835699871, "loss_rpn_cls": 0.0005369883433559153, "loss_rpn_loc": 0.0028132788011134835, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404524616897106, "total_loss": 0.05593706991948011}
{"data_time": 0.004310296848416328, "eta_seconds": 55087.59265753627, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.27146042363433665, "fast_rcnn/fg_cls_accuracy": 0.7285395763656632, "iteration": 137699, "loss_box_reg": 0.008559275069274008, "loss_cls": 0.04671718331519514, "loss_rpn_cls": 0.0009801372756044202, "loss_rpn_loc": 0.002440620446577668, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387727506458759, "total_loss": 0.05928503024523479}
{"data_time": 0.0038975956849753857, "eta_seconds": 55080.03783655516, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42083333333333334, "fast_rcnn/fg_cls_accuracy": 0.5791666666666666, "iteration": 137719, "loss_box_reg": 0.00790308794239536, "loss_cls": 0.042384664877317846, "loss_rpn_cls": 0.0007607559062421387, "loss_rpn_loc": 0.002010807005717652, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5453709168359637, "total_loss": 0.05477717908550517}
{"data_time": 0.0035194135271012783, "eta_seconds": 55069.26750035654, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3812807881773399, "fast_rcnn/fg_cls_accuracy": 0.6044334975369459, "iteration": 137739, "loss_box_reg": 0.008363453816855326, "loss_cls": 0.04456044582184404, "loss_rpn_cls": 0.0012198083752537059, "loss_rpn_loc": 0.0017850387266662437, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5356371987145394, "total_loss": 0.05704324234665137}
{"data_time": 0.0036656749434769154, "eta_seconds": 55060.2584603047, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3099343185550082, "fast_rcnn/fg_cls_accuracy": 0.6900656814449918, "iteration": 137759, "loss_box_reg": 0.008250096114352345, "loss_cls": 0.043875329138245434, "loss_rpn_cls": 0.0009216369292630588, "loss_rpn_loc": 0.002102632215610356, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5434231592807919, "total_loss": 0.057316226133821147}
{"data_time": 0.003993290010839701, "eta_seconds": 55053.027985124616, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3068181818181818, "fast_rcnn/fg_cls_accuracy": 0.6803977272727273, "iteration": 137779, "loss_box_reg": 0.008316276507684961, "loss_cls": 0.04409185895929113, "loss_rpn_cls": 0.0007251545383724078, "loss_rpn_loc": 0.0018103459678968647, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5360460558440536, "total_loss": 0.05691828050368031}
{"data_time": 0.0045033893547952175, "eta_seconds": 55048.55504914024, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.49263502454991814, "fast_rcnn/fg_cls_accuracy": 0.5073649754500819, "iteration": 137799, "loss_box_reg": 0.00889711276977323, "loss_cls": 0.044571518257725984, "loss_rpn_cls": 0.0007462549307604149, "loss_rpn_loc": 0.0019389552962820744, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5341911390423775, "total_loss": 0.057801634336101415}
{"data_time": 0.004007010953500867, "eta_seconds": 55044.15382796456, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3669969512195122, "fast_rcnn/fg_cls_accuracy": 0.6152228763666947, "iteration": 137819, "loss_box_reg": 0.0085310744761955, "loss_cls": 0.045956823509186506, "loss_rpn_cls": 0.0006383068116520008, "loss_rpn_loc": 0.0021855805098311976, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444771165493876, "total_loss": 0.05838412103520341}
{"data_time": 0.0037361951544880867, "eta_seconds": 55039.10952617368, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.36996336996337, "fast_rcnn/fg_cls_accuracy": 0.63003663003663, "iteration": 137839, "loss_box_reg": 0.008599572262028232, "loss_cls": 0.044865317293442786, "loss_rpn_cls": 0.000905992185607829, "loss_rpn_loc": 0.002361238059165771, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538323994493112, "total_loss": 0.05793537378247038}
{"data_time": 0.0035143629647791386, "eta_seconds": 55028.33455147175, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6266409266409266, "iteration": 137859, "loss_box_reg": 0.008573687373427674, "loss_cls": 0.04742449533659965, "loss_rpn_cls": 0.0007199689815706733, "loss_rpn_loc": 0.0020763582087965915, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5417928979732096, "total_loss": 0.060848438174161856}
{"data_time": 0.00394807942211628, "eta_seconds": 55063.08472813992, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44185094185094187, "fast_rcnn/fg_cls_accuracy": 0.5581490581490582, "iteration": 137879, "loss_box_reg": 0.008734422328416258, "loss_cls": 0.04239754841546528, "loss_rpn_cls": 0.0016503820516504675, "loss_rpn_loc": 0.0029784422422380885, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5459844826254994, "total_loss": 0.055667562483051825}
{"data_time": 0.004245826508849859, "eta_seconds": 55016.05123577337, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.323015873015873, "fast_rcnn/fg_cls_accuracy": 0.6339285714285714, "iteration": 137899, "loss_box_reg": 0.007657233771169558, "loss_cls": 0.04229554766789079, "loss_rpn_cls": 0.0007126476600660681, "loss_rpn_loc": 0.0021928884816588834, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5351261871401221, "total_loss": 0.054747169488905456}
{"data_time": 0.003838210366666317, "eta_seconds": 55007.59511287487, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3980331262939959, "fast_rcnn/fg_cls_accuracy": 0.6019668737060042, "iteration": 137919, "loss_box_reg": 0.00788942351937294, "loss_cls": 0.043328657280653715, "loss_rpn_cls": 0.0011315572520800288, "loss_rpn_loc": 0.0016911376724237925, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.540557369356975, "total_loss": 0.05642394494157088}
{"data_time": 0.004360037622973323, "eta_seconds": 55005.93273354275, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.34633204633204634, "fast_rcnn/fg_cls_accuracy": 0.6536679536679537, "iteration": 137939, "loss_box_reg": 0.0098475570557639, "loss_cls": 0.0460880245664157, "loss_rpn_cls": 0.0006272629775594396, "loss_rpn_loc": 0.0019257106287113857, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.534869558410719, "total_loss": 0.0601283465174447}
{"data_time": 0.003949313657358289, "eta_seconds": 55004.415770011954, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.6045673076923077, "iteration": 137959, "loss_box_reg": 0.007880297751398757, "loss_cls": 0.044706487911753356, "loss_rpn_cls": 0.0008016471790597279, "loss_rpn_loc": 0.002118483263984672, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5353750050999224, "total_loss": 0.056689152641752116}
{"data_time": 0.004192882915958762, "eta_seconds": 55031.8443240691, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.6721611721611722, "iteration": 137979, "loss_box_reg": 0.00811307886033319, "loss_cls": 0.04368611169047654, "loss_rpn_cls": 0.0010048322224065487, "loss_rpn_loc": 0.001869655963673722, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5473715006373823, "total_loss": 0.05450094930074556}
{"data_time": 0.003822648199275136, "eta_seconds": 55015.35901607876, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4002659574468085, "fast_rcnn/fg_cls_accuracy": 0.5285265049415993, "iteration": 137999, "loss_box_reg": 0.008097249519778416, "loss_cls": 0.045351283391937613, "loss_rpn_cls": 0.000770111709982757, "loss_rpn_loc": 0.0020190207305859076, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5388732121791691, "total_loss": 0.05603815466895412}
{"data_time": 0.004296281607821584, "eta_seconds": 55007.435311855515, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3169642857142857, "fast_rcnn/fg_cls_accuracy": 0.6830357142857143, "iteration": 138019, "loss_box_reg": 0.007988936878973618, "loss_cls": 0.04136435815598816, "loss_rpn_cls": 0.0006938358609360762, "loss_rpn_loc": 0.0021646218083333224, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351581799332052, "total_loss": 0.053719344607650044}
{"data_time": 0.003849388798698783, "eta_seconds": 54993.784576998325, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2785714285714286, "fast_rcnn/fg_cls_accuracy": 0.7214285714285714, "iteration": 138039, "loss_box_reg": 0.008138222707202658, "loss_cls": 0.047873044037260115, "loss_rpn_cls": 0.0013542581166916534, "loss_rpn_loc": 0.0019297204171380145, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5360519913956523, "total_loss": 0.05946664703037641}
{"data_time": 0.0039629689417779446, "eta_seconds": 54985.859749618685, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.35555555555555557, "fast_rcnn/fg_cls_accuracy": 0.5653061224489796, "iteration": 138059, "loss_box_reg": 0.009172463993309066, "loss_cls": 0.04623086494393647, "loss_rpn_cls": 0.0009343274377897615, "loss_rpn_loc": 0.0019899789804185275, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5408222598489374, "total_loss": 0.058842466694486006}
{"data_time": 0.003843784099444747, "eta_seconds": 54972.21013791789, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4993978321959053, "fast_rcnn/fg_cls_accuracy": 0.5006021678040947, "iteration": 138079, "loss_box_reg": 0.00864182657096535, "loss_cls": 0.04357558331685141, "loss_rpn_cls": 0.0005846538138030155, "loss_rpn_loc": 0.0024663520216563484, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5370609315577894, "total_loss": 0.05652852401431119}
{"data_time": 0.0041972489561885595, "eta_seconds": 54939.67567958054, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2952380952380952, "fast_rcnn/fg_cls_accuracy": 0.7047619047619047, "iteration": 138099, "loss_box_reg": 0.00816420855699107, "loss_cls": 0.04533599107526243, "loss_rpn_cls": 0.0007432330447727509, "loss_rpn_loc": 0.002020863484176516, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.535279969451949, "total_loss": 0.05923175601060393}
{"data_time": 0.004022584995254874, "eta_seconds": 54915.22942151525, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4148056244830438, "fast_rcnn/fg_cls_accuracy": 0.5851943755169562, "iteration": 138119, "loss_box_reg": 0.007549115689471364, "loss_cls": 0.04439590743277222, "loss_rpn_cls": 0.0009843059053764591, "loss_rpn_loc": 0.00237525420197926, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.529273223830387, "total_loss": 0.0566320442471806}
{"data_time": 0.00398497236892581, "eta_seconds": 54907.38815524336, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.33744038155802863, "fast_rcnn/fg_cls_accuracy": 0.6625596184419714, "iteration": 138139, "loss_box_reg": 0.008071928838035092, "loss_cls": 0.042330046999268234, "loss_rpn_cls": 0.0011770227817748946, "loss_rpn_loc": 0.0024297046202264028, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5383932809345424, "total_loss": 0.053456760422363914}
{"data_time": 0.004253402119502425, "eta_seconds": 54887.36339558428, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.27282229965156796, "fast_rcnn/fg_cls_accuracy": 0.6786727169597278, "iteration": 138159, "loss_box_reg": 0.008289734367281199, "loss_cls": 0.04243536916328594, "loss_rpn_cls": 0.0006700638940628778, "loss_rpn_loc": 0.0018080119916703552, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5422714760061353, "total_loss": 0.054876806551533264}
{"data_time": 0.004016876686364412, "eta_seconds": 54912.04378033406, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.30341055341055345, "fast_rcnn/fg_cls_accuracy": 0.6965894465894467, "iteration": 138179, "loss_box_reg": 0.008366978974663652, "loss_cls": 0.04476693249307573, "loss_rpn_cls": 0.0013040302656008862, "loss_rpn_loc": 0.002209863090683939, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417955578304827, "total_loss": 0.05904851943682843}
{"data_time": 0.004314247984439135, "eta_seconds": 54910.34528178978, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20950888192267503, "fast_rcnn/fg_cls_accuracy": 0.790491118077325, "iteration": 138199, "loss_box_reg": 0.008359130704775453, "loss_cls": 0.04443363245809451, "loss_rpn_cls": 0.0009700250400044297, "loss_rpn_loc": 0.0019109602180833463, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5481999022886157, "total_loss": 0.05657591137560303}
{"data_time": 0.0037026340141892433, "eta_seconds": 54890.47178878798, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3717948717948718, "fast_rcnn/fg_cls_accuracy": 0.6282051282051282, "iteration": 138219, "loss_box_reg": 0.00830039897118695, "loss_cls": 0.04294157025287859, "loss_rpn_cls": 0.001541427227607528, "loss_rpn_loc": 0.0024942976124293637, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5312469354830682, "total_loss": 0.056454173304700817}
{"data_time": 0.004420899087563157, "eta_seconds": 54864.1950209497, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5113636363636364, "fast_rcnn/fg_cls_accuracy": 0.48863636363636365, "iteration": 138239, "loss_box_reg": 0.008519393129972741, "loss_cls": 0.0471149719087407, "loss_rpn_cls": 0.0007063714199944116, "loss_rpn_loc": 0.0025251739934901707, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427047496195883, "total_loss": 0.0599137709812112}
{"data_time": 0.0036991636734455824, "eta_seconds": 54853.41206971672, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.202485966319166, "fast_rcnn/fg_cls_accuracy": 0.7891263356379636, "iteration": 138259, "loss_box_reg": 0.008882291847839952, "loss_cls": 0.04425357616855763, "loss_rpn_cls": 0.0006206599548903569, "loss_rpn_loc": 0.0019246268348069862, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5422210365068167, "total_loss": 0.0559299800629276}
{"data_time": 0.004094425356015563, "eta_seconds": 54828.98726932355, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39260385005065856, "fast_rcnn/fg_cls_accuracy": 0.6073961499493414, "iteration": 138279, "loss_box_reg": 0.007977204251801595, "loss_cls": 0.04405493685044348, "loss_rpn_cls": 0.0012880031296162997, "loss_rpn_loc": 0.0018710279982769862, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366463987156749, "total_loss": 0.054910890832161385}
{"data_time": 0.003942402545362711, "eta_seconds": 54818.20700029959, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.31009615384615385, "fast_rcnn/fg_cls_accuracy": 0.6899038461538461, "iteration": 138299, "loss_box_reg": 0.008442925434792414, "loss_cls": 0.04314757778774947, "loss_rpn_cls": 0.0008474431966050133, "loss_rpn_loc": 0.002650281601745519, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375550896860659, "total_loss": 0.05571043539286791}
{"data_time": 0.0037304575089365244, "eta_seconds": 54848.442602166906, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3236486486486486, "fast_rcnn/fg_cls_accuracy": 0.6763513513513514, "iteration": 138319, "loss_box_reg": 0.009716251370264217, "loss_cls": 0.04347616620361805, "loss_rpn_cls": 0.0006790601346438052, "loss_rpn_loc": 0.002156496306270128, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444068135693669, "total_loss": 0.05874570101059362}
{"data_time": 0.004073385614901781, "eta_seconds": 54825.75581414974, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.565204678362573, "fast_rcnn/fg_cls_accuracy": 0.4347953216374269, "iteration": 138339, "loss_box_reg": 0.00883710800553672, "loss_cls": 0.04600041010417044, "loss_rpn_cls": 0.0005780558710171135, "loss_rpn_loc": 0.0019107627194898669, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5240963769610971, "total_loss": 0.0580888828596926}
{"data_time": 0.0038484155666083097, "eta_seconds": 54824.043032842455, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.515625, "fast_rcnn/fg_cls_accuracy": 0.484375, "iteration": 138359, "loss_box_reg": 0.008516620000591502, "loss_cls": 0.044256519817281514, "loss_rpn_cls": 0.0007423445940730744, "loss_rpn_loc": 0.001990750799450325, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5400334645528346, "total_loss": 0.05694665326836912}
{"data_time": 0.003987703938037157, "eta_seconds": 54778.409796153894, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3896276595744681, "fast_rcnn/fg_cls_accuracy": 0.6017939090529829, "iteration": 138379, "loss_box_reg": 0.007528948306571692, "loss_cls": 0.045042046695016325, "loss_rpn_cls": 0.0011478892020022613, "loss_rpn_loc": 0.001740756728395354, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5357525183353573, "total_loss": 0.05587480981250792}
{"data_time": 0.004242515889927745, "eta_seconds": 54777.93141108588, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4138477801268499, "fast_rcnn/fg_cls_accuracy": 0.5861522198731501, "iteration": 138399, "loss_box_reg": 0.008444227772997692, "loss_cls": 0.044699174468405545, "loss_rpn_cls": 0.0011077960821239685, "loss_rpn_loc": 0.0020024638070026413, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377586369868368, "total_loss": 0.057179706996805635}
{"data_time": 0.004016563994809985, "eta_seconds": 54753.91790096671, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36467236467236464, "fast_rcnn/fg_cls_accuracy": 0.6353276353276354, "iteration": 138419, "loss_box_reg": 0.00804263717145659, "loss_cls": 0.04313595546409488, "loss_rpn_cls": 0.0007312564640642449, "loss_rpn_loc": 0.002672572161827702, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5373352840542793, "total_loss": 0.05655110122040696}
{"data_time": 0.004191223531961441, "eta_seconds": 54720.71046869038, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.43548387096774194, "fast_rcnn/fg_cls_accuracy": 0.5595533498759305, "iteration": 138439, "loss_box_reg": 0.008324724098201841, "loss_cls": 0.04324649414047599, "loss_rpn_cls": 0.0008589545930703935, "loss_rpn_loc": 0.0030918487536837347, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376020444091409, "total_loss": 0.05564149643919336}
{"data_time": 0.004290311364457011, "eta_seconds": 54689.46504133148, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3680555555555556, "fast_rcnn/fg_cls_accuracy": 0.6319444444444444, "iteration": 138459, "loss_box_reg": 0.00856735446723178, "loss_cls": 0.045545788714662194, "loss_rpn_cls": 0.0013168024216838603, "loss_rpn_loc": 0.00215830994056887, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5305491359904408, "total_loss": 0.057372991122520034}
{"data_time": 0.004411606816574931, "eta_seconds": 54699.158609032165, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 138479, "loss_box_reg": 0.00874036957975477, "loss_cls": 0.04290811123792082, "loss_rpn_cls": 0.0016896321201329556, "loss_rpn_loc": 0.0027046743853134103, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404057968407869, "total_loss": 0.056165534447131904}
{"data_time": 0.003702804446220398, "eta_seconds": 54667.92124521313, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.22296238244514108, "fast_rcnn/fg_cls_accuracy": 0.7335007173601148, "iteration": 138499, "loss_box_reg": 0.0080997024779208, "loss_cls": 0.043721017718780786, "loss_rpn_cls": 0.0009806635146105691, "loss_rpn_loc": 0.002336390083655715, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364692825824022, "total_loss": 0.05658855569390653}
{"data_time": 0.004122800659388304, "eta_seconds": 54648.19133015466, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35623678646934465, "fast_rcnn/fg_cls_accuracy": 0.6348484848484848, "iteration": 138519, "loss_box_reg": 0.007848085559089668, "loss_cls": 0.04523317376151681, "loss_rpn_cls": 0.0009418546037522901, "loss_rpn_loc": 0.002372276743699331, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5375300720334053, "total_loss": 0.05738902488383246}
{"data_time": 0.0037438594736158848, "eta_seconds": 54626.93990115519, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3458646616541353, "fast_rcnn/fg_cls_accuracy": 0.6541353383458646, "iteration": 138539, "loss_box_reg": 0.008201359451049939, "loss_cls": 0.04345550877042115, "loss_rpn_cls": 0.0008436543200787128, "loss_rpn_loc": 0.001938115057782852, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378495994955301, "total_loss": 0.0553827066564736}
{"data_time": 0.00399492890574038, "eta_seconds": 54616.02247076924, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.17261904761904762, "fast_rcnn/fg_cls_accuracy": 0.7780487804878049, "iteration": 138559, "loss_box_reg": 0.007969280326506123, "loss_cls": 0.046036748215556145, "loss_rpn_cls": 0.0008646979877084959, "loss_rpn_loc": 0.002366338092542719, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5377674484625459, "total_loss": 0.05839774115622731}
{"data_time": 0.004092738032341003, "eta_seconds": 54605.254433689406, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5266509433962264, "fast_rcnn/fg_cls_accuracy": 0.4733490566037736, "iteration": 138579, "loss_box_reg": 0.008582778129493818, "loss_cls": 0.04354661435354501, "loss_rpn_cls": 0.0010624324857388956, "loss_rpn_loc": 0.0021747653772763442, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357044751290232, "total_loss": 0.05656075742695066}
{"data_time": 0.0036061403807252645, "eta_seconds": 54600.82807996427, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3221621621621622, "fast_rcnn/fg_cls_accuracy": 0.6778378378378378, "iteration": 138599, "loss_box_reg": 0.00872678353334777, "loss_cls": 0.044068053481169045, "loss_rpn_cls": 0.0006785762941490248, "loss_rpn_loc": 0.002491057386578177, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423184246756136, "total_loss": 0.05754524880529743}
{"data_time": 0.003960246918722987, "eta_seconds": 54581.06982860039, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3661257606490872, "fast_rcnn/fg_cls_accuracy": 0.5847701149425287, "iteration": 138619, "loss_box_reg": 0.008199132920708507, "loss_cls": 0.04395049385493621, "loss_rpn_cls": 0.00086899234406701, "loss_rpn_loc": 0.002328437152755214, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5338429547846317, "total_loss": 0.05545134287626752}
{"data_time": 0.003654445055872202, "eta_seconds": 54540.07262286474, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.296218487394958, "fast_rcnn/fg_cls_accuracy": 0.6596638655462186, "iteration": 138639, "loss_box_reg": 0.008041611494263634, "loss_cls": 0.0440899875247851, "loss_rpn_cls": 0.0008857468720862016, "loss_rpn_loc": 0.0020204413995088544, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5323365244548768, "total_loss": 0.056260525818345286}
{"data_time": 0.004195437533780932, "eta_seconds": 54523.89442022517, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.1206060606060606, "fast_rcnn/fg_cls_accuracy": 0.8227272727272728, "iteration": 138659, "loss_box_reg": 0.007920233445474878, "loss_cls": 0.042525357799604535, "loss_rpn_cls": 0.0006631380906583217, "loss_rpn_loc": 0.0021412779278762173, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5360619514249265, "total_loss": 0.05353515307649559}
{"data_time": 0.004282497568055987, "eta_seconds": 54486.04078077548, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25925925925925924, "fast_rcnn/fg_cls_accuracy": 0.7407407407407407, "iteration": 138679, "loss_box_reg": 0.008307604759465903, "loss_cls": 0.04674321843776852, "loss_rpn_cls": 0.00047802763529603, "loss_rpn_loc": 0.0018807171036314685, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5330291206482798, "total_loss": 0.05767828236685091}
{"data_time": 0.003954669460654259, "eta_seconds": 54475.28564792429, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3943014705882353, "fast_rcnn/fg_cls_accuracy": 0.6056985294117647, "iteration": 138699, "loss_box_reg": 0.007774609723128378, "loss_cls": 0.04727911879308522, "loss_rpn_cls": 0.0010200137546689803, "loss_rpn_loc": 0.002238674474938307, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5381248912308365, "total_loss": 0.05909199661132902}
{"data_time": 0.004475497407838702, "eta_seconds": 54433.29167963588, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.45952380952380956, "fast_rcnn/fg_cls_accuracy": 0.5293650793650794, "iteration": 138719, "loss_box_reg": 0.008865520154358819, "loss_cls": 0.046645463444292545, "loss_rpn_cls": 0.0006357292375014367, "loss_rpn_loc": 0.0023027995448501315, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5318131775129586, "total_loss": 0.05977009919786269}
{"data_time": 0.0041998629458248615, "eta_seconds": 54411.04289126163, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3813664596273292, "fast_rcnn/fg_cls_accuracy": 0.6186335403726708, "iteration": 138739, "loss_box_reg": 0.008200842334190384, "loss_cls": 0.04427066567586735, "loss_rpn_cls": 0.0006310297691811684, "loss_rpn_loc": 0.0018409853328194004, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5358789416495711, "total_loss": 0.0578550416453254}
{"data_time": 0.003919534385204315, "eta_seconds": 54384.995184313506, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.33333333333333337, "fast_rcnn/fg_cls_accuracy": 0.6666666666666667, "iteration": 138759, "loss_box_reg": 0.008189549465896562, "loss_cls": 0.04620648920536041, "loss_rpn_cls": 0.0012667538644990373, "loss_rpn_loc": 0.002001685461436864, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5363464364781976, "total_loss": 0.05780164978091307}
{"data_time": 0.004086912842467427, "eta_seconds": 54371.97686424642, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.24982674982674982, "fast_rcnn/fg_cls_accuracy": 0.7501732501732502, "iteration": 138779, "loss_box_reg": 0.0072390428686048836, "loss_cls": 0.045395167951937765, "loss_rpn_cls": 0.0007327965677177417, "loss_rpn_loc": 0.0027814272834802978, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5349492260720581, "total_loss": 0.056352410576664624}
{"data_time": 0.004173086490482092, "eta_seconds": 54363.50784413144, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.20692389006342496, "fast_rcnn/fg_cls_accuracy": 0.7930761099365751, "iteration": 138799, "loss_box_reg": 0.008311230689287186, "loss_cls": 0.04624022962525487, "loss_rpn_cls": 0.0008350994415877722, "loss_rpn_loc": 0.0024457423205603845, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5416458086110651, "total_loss": 0.05723757223307757}
{"data_time": 0.0038884144742041826, "eta_seconds": 54348.80967477383, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.498671096345515, "fast_rcnn/fg_cls_accuracy": 0.501328903654485, "iteration": 138819, "loss_box_reg": 0.00842853807262145, "loss_cls": 0.04768823686754331, "loss_rpn_cls": 0.0007560631261185335, "loss_rpn_loc": 0.00281437892044778, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387762824539095, "total_loss": 0.0607495936436635}
{"data_time": 0.004045622888952494, "eta_seconds": 54342.020503949374, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3188405797101449, "fast_rcnn/fg_cls_accuracy": 0.6733333333333333, "iteration": 138839, "loss_box_reg": 0.00780365637911018, "loss_cls": 0.04376249993219972, "loss_rpn_cls": 0.0008022516770438415, "loss_rpn_loc": 0.0023693125986028463, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5435733951162547, "total_loss": 0.05505101552199676}
{"data_time": 0.003876503324136138, "eta_seconds": 54351.82797024748, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3165898617511521, "fast_rcnn/fg_cls_accuracy": 0.683410138248848, "iteration": 138859, "loss_box_reg": 0.00834597198991105, "loss_cls": 0.04154430495691486, "loss_rpn_cls": 0.0015011173410357515, "loss_rpn_loc": 0.0023032872850308195, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5394340744242072, "total_loss": 0.05505149454594971}
{"data_time": 0.003997660707682371, "eta_seconds": 54320.53316376731, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2683982683982684, "fast_rcnn/fg_cls_accuracy": 0.7316017316017316, "iteration": 138879, "loss_box_reg": 0.007528220565291122, "loss_cls": 0.045933934045024216, "loss_rpn_cls": 0.0010791849134648146, "loss_rpn_loc": 0.0021086044689582195, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376630323007703, "total_loss": 0.055538958354418355}
{"data_time": 0.004140472039580345, "eta_seconds": 54315.24552895385, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4097646033129904, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 138899, "loss_box_reg": 0.007854266004869714, "loss_cls": 0.04616347071714699, "loss_rpn_cls": 0.000880693359590623, "loss_rpn_loc": 0.0027909929212910356, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448418692685664, "total_loss": 0.058173556811652816}
{"data_time": 0.004132300615310669, "eta_seconds": 54293.50395378377, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3843390804597701, "fast_rcnn/fg_cls_accuracy": 0.6156609195402298, "iteration": 138919, "loss_box_reg": 0.008016916603082791, "loss_cls": 0.04218723624944687, "loss_rpn_cls": 0.0008947241061889599, "loss_rpn_loc": 0.0016502624348504469, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5308084499556571, "total_loss": 0.05418588787131284}
{"data_time": 0.0038940580561757088, "eta_seconds": 54282.95051513845, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.23167044595616024, "fast_rcnn/fg_cls_accuracy": 0.6987547892720306, "iteration": 138939, "loss_box_reg": 0.008037414983846247, "loss_cls": 0.04372146405512467, "loss_rpn_cls": 0.0009104754590225639, "loss_rpn_loc": 0.0023253163417393807, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5367558326106519, "total_loss": 0.05757679370253754}
{"data_time": 0.004236500710248947, "eta_seconds": 54275.287878407864, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.26985294117647063, "fast_rcnn/fg_cls_accuracy": 0.7301470588235295, "iteration": 138959, "loss_box_reg": 0.009247723035514355, "loss_cls": 0.04420388338621706, "loss_rpn_cls": 0.0006405194302487871, "loss_rpn_loc": 0.002639064761751797, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.53778868005611, "total_loss": 0.05769993398689621}
{"data_time": 0.003852510591968894, "eta_seconds": 54261.46529313782, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.49013389711064126, "fast_rcnn/fg_cls_accuracy": 0.5098661028893587, "iteration": 138979, "loss_box_reg": 0.00827465538168326, "loss_cls": 0.04173920443281531, "loss_rpn_cls": 0.0008817865082164644, "loss_rpn_loc": 0.0022973798086241004, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5380244103726, "total_loss": 0.05375202358160891}
{"data_time": 0.004370833048596978, "eta_seconds": 54253.80143711041, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.32958921694480103, "fast_rcnn/fg_cls_accuracy": 0.6146616541353384, "iteration": 138999, "loss_box_reg": 0.008699071884620935, "loss_cls": 0.0457395986886695, "loss_rpn_cls": 0.0006380001684647141, "loss_rpn_loc": 0.002056664445262868, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410122564062476, "total_loss": 0.05613001495368053}
{"data_time": 0.003486404661089182, "eta_seconds": 54262.70009921957, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.47897897897897895, "fast_rcnn/fg_cls_accuracy": 0.5210210210210211, "iteration": 139019, "loss_box_reg": 0.008137570664985105, "loss_cls": 0.04466979845892638, "loss_rpn_cls": 0.0005941275601344387, "loss_rpn_loc": 0.002008755140195717, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5382590289227664, "total_loss": 0.0563359230069409}
{"data_time": 0.004048221046105027, "eta_seconds": 54266.93012022041, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4649368863955119, "fast_rcnn/fg_cls_accuracy": 0.5350631136044881, "iteration": 139039, "loss_box_reg": 0.008558093570172787, "loss_cls": 0.04360044136410579, "loss_rpn_cls": 0.0008505518467529782, "loss_rpn_loc": 0.0021827902928635012, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5433943085372448, "total_loss": 0.05536523052336406}
{"data_time": 0.004784711869433522, "eta_seconds": 54256.1800424438, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3383736559139785, "fast_rcnn/fg_cls_accuracy": 0.5795454545454546, "iteration": 139059, "loss_box_reg": 0.00734413496684283, "loss_cls": 0.04339419663301669, "loss_rpn_cls": 0.00100545510451866, "loss_rpn_loc": 0.002031129890383454, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400900167878717, "total_loss": 0.055768137998143175}
{"data_time": 0.004170786822214723, "eta_seconds": 54241.91997840232, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46256684491978606, "fast_rcnn/fg_cls_accuracy": 0.4980392156862745, "iteration": 139079, "loss_box_reg": 0.007756644568871707, "loss_cls": 0.04481061507249251, "loss_rpn_cls": 0.0007692343764347243, "loss_rpn_loc": 0.0023195586163637927, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5333814721088856, "total_loss": 0.05636476373820187}
{"data_time": 0.004100457997992635, "eta_seconds": 54235.36341120931, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4677033492822966, "fast_rcnn/fg_cls_accuracy": 0.5322966507177034, "iteration": 139099, "loss_box_reg": 0.008200658805435523, "loss_cls": 0.04457650799304247, "loss_rpn_cls": 0.001547897163845846, "loss_rpn_loc": 0.0027900934874196537, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5405028259847313, "total_loss": 0.057241845834141714}
{"data_time": 0.004020916996523738, "eta_seconds": 54234.24631460686, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 139119, "loss_box_reg": 0.008217956230510026, "loss_cls": 0.0450887632323429, "loss_rpn_cls": 0.0008592854792368598, "loss_rpn_loc": 0.00257812709423888, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345078334212303, "total_loss": 0.05614669573134279}
{"data_time": 0.004404751118272543, "eta_seconds": 54227.98734260653, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.47025089605734766, "fast_rcnn/fg_cls_accuracy": 0.5297491039426523, "iteration": 139139, "loss_box_reg": 0.008604876144090667, "loss_cls": 0.042996011005016044, "loss_rpn_cls": 0.0008012943724224897, "loss_rpn_loc": 0.0025185897193296114, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5460806584451348, "total_loss": 0.05502401214295105}
{"data_time": 0.00406027864664793, "eta_seconds": 54217.234328588704, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 139159, "loss_box_reg": 0.008409241621848196, "loss_cls": 0.044880486791953444, "loss_rpn_cls": 0.0009657712245711991, "loss_rpn_loc": 0.001927360674017109, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5412624245509505, "total_loss": 0.056419348998360874}
{"data_time": 0.003782340558245778, "eta_seconds": 54206.481314570876, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2890316205533597, "fast_rcnn/fg_cls_accuracy": 0.6856060606060606, "iteration": 139179, "loss_box_reg": 0.008560858928831294, "loss_cls": 0.0452478751540184, "loss_rpn_cls": 0.0013698203370040574, "loss_rpn_loc": 0.0023218438327603508, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384239393752068, "total_loss": 0.05730226442710773}
{"data_time": 0.004554318496957421, "eta_seconds": 54191.23782237177, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42045454545454547, "fast_rcnn/fg_cls_accuracy": 0.5795454545454546, "iteration": 139199, "loss_box_reg": 0.008832175808493048, "loss_cls": 0.04516744683496654, "loss_rpn_cls": 0.0010173169969220908, "loss_rpn_loc": 0.0020411517689353786, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374334559310228, "total_loss": 0.05781805740969048}
{"data_time": 0.003533345414325595, "eta_seconds": 54180.485699312994, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17172675521821631, "fast_rcnn/fg_cls_accuracy": 0.7841555977229602, "iteration": 139219, "loss_box_reg": 0.007937250629765913, "loss_cls": 0.04003327520331368, "loss_rpn_cls": 0.0009161863052327135, "loss_rpn_loc": 0.0022275295486906543, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5298871726263314, "total_loss": 0.05268170859943666}
{"data_time": 0.003981972113251686, "eta_seconds": 54179.99731766526, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2760683760683761, "fast_rcnn/fg_cls_accuracy": 0.7239316239316239, "iteration": 139239, "loss_box_reg": 0.007833004885469563, "loss_cls": 0.043405712756793946, "loss_rpn_cls": 0.0008859441093136411, "loss_rpn_loc": 0.002204279644502094, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5471815289929509, "total_loss": 0.056462241109329625}
{"data_time": 0.004233485786244273, "eta_seconds": 54163.469258499565, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3036978756884343, "fast_rcnn/fg_cls_accuracy": 0.6793012524719841, "iteration": 139259, "loss_box_reg": 0.007343363162362948, "loss_cls": 0.04585358264739625, "loss_rpn_cls": 0.0007709718817352496, "loss_rpn_loc": 0.0021914099634159356, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378956568893045, "total_loss": 0.05483649344182595}
{"data_time": 0.004094726871699095, "eta_seconds": 54154.342496489175, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35574712643678164, "fast_rcnn/fg_cls_accuracy": 0.6097701149425288, "iteration": 139279, "loss_box_reg": 0.007617994328029454, "loss_cls": 0.04779885191237554, "loss_rpn_cls": 0.0007227985794315828, "loss_rpn_loc": 0.002012083687077393, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5394856829661876, "total_loss": 0.058483779534299174}
{"data_time": 0.004275802988559008, "eta_seconds": 54155.857870330336, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4815188172043011, "fast_rcnn/fg_cls_accuracy": 0.518481182795699, "iteration": 139299, "loss_box_reg": 0.009602280508261174, "loss_cls": 0.04519331967458129, "loss_rpn_cls": 0.0006649431943515083, "loss_rpn_loc": 0.0022763359229429625, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5443054684437811, "total_loss": 0.056365855772696705}
{"data_time": 0.0037574891466647387, "eta_seconds": 54132.83582260925, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2598290598290598, "fast_rcnn/fg_cls_accuracy": 0.7401709401709402, "iteration": 139319, "loss_box_reg": 0.007953230495331809, "loss_cls": 0.044438936514779925, "loss_rpn_cls": 0.0008022697013529978, "loss_rpn_loc": 0.002139326370524941, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5332435183227062, "total_loss": 0.055764771777376154}
{"data_time": 0.0042402546387165785, "eta_seconds": 54122.08248566929, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.22239382239382238, "fast_rcnn/fg_cls_accuracy": 0.7640926640926642, "iteration": 139339, "loss_box_reg": 0.008046838891459629, "loss_cls": 0.043497998267412186, "loss_rpn_cls": 0.0008055766241739093, "loss_rpn_loc": 0.0023757394519634545, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5361370851751417, "total_loss": 0.05594375157807008}
{"data_time": 0.004171959822997451, "eta_seconds": 54111.32914872933, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4843597262952102, "fast_rcnn/fg_cls_accuracy": 0.5075757575757576, "iteration": 139359, "loss_box_reg": 0.007872076093917713, "loss_cls": 0.04736125422641635, "loss_rpn_cls": 0.0010223068972550209, "loss_rpn_loc": 0.0032229827102128183, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5417762133292854, "total_loss": 0.05949246671502806}
{"data_time": 0.004137317417189479, "eta_seconds": 54112.83477592585, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.28801843317972353, "fast_rcnn/fg_cls_accuracy": 0.7119815668202765, "iteration": 139379, "loss_box_reg": 0.007902287266915664, "loss_cls": 0.04282816924387589, "loss_rpn_cls": 0.0006868578404350956, "loss_rpn_loc": 0.0027616620100161526, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.531070938333869, "total_loss": 0.0560990189437689}
{"data_time": 0.004498120630159974, "eta_seconds": 54107.73813859536, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.48863636363636365, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 139399, "loss_box_reg": 0.007959782611578703, "loss_cls": 0.04442514787660912, "loss_rpn_cls": 0.0011717297518600844, "loss_rpn_loc": 0.0019313344564579893, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5439550194423646, "total_loss": 0.05729237167886936}
{"data_time": 0.0040439460426568985, "eta_seconds": 54082.26541332202, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45357142857142857, "fast_rcnn/fg_cls_accuracy": 0.5464285714285715, "iteration": 139419, "loss_box_reg": 0.00870364643924404, "loss_cls": 0.045786231523379683, "loss_rpn_cls": 0.0010172680690629932, "loss_rpn_loc": 0.0027180859578948002, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5362280695699155, "total_loss": 0.05999390973784102}
{"data_time": 0.004541533999145031, "eta_seconds": 54086.2243412619, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4046854942233633, "fast_rcnn/fg_cls_accuracy": 0.5953145057766367, "iteration": 139439, "loss_box_reg": 0.008271573053207248, "loss_cls": 0.04507048986852169, "loss_rpn_cls": 0.0007364879627402843, "loss_rpn_loc": 0.0020516104086709674, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404869085177779, "total_loss": 0.056869121511084586}
{"data_time": 0.0040884860791265965, "eta_seconds": 54086.7888901697, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4028507126781695, "fast_rcnn/fg_cls_accuracy": 0.5585548172757475, "iteration": 139459, "loss_box_reg": 0.0077820873993914574, "loss_cls": 0.043237240810412914, "loss_rpn_cls": 0.0009906430489081686, "loss_rpn_loc": 0.0023887980460131075, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.545938270399347, "total_loss": 0.05586493464852538}
{"data_time": 0.00417125946842134, "eta_seconds": 54079.98049052409, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1527161862527716, "fast_rcnn/fg_cls_accuracy": 0.8469251336898396, "iteration": 139479, "loss_box_reg": 0.008144269580952823, "loss_cls": 0.04191219084896147, "loss_rpn_cls": 0.0006856561381027859, "loss_rpn_loc": 0.001994773374462966, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405946555547416, "total_loss": 0.05481618698536295}
{"data_time": 0.003923421958461404, "eta_seconds": 54069.220553696854, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.31671732522796353, "fast_rcnn/fg_cls_accuracy": 0.6832826747720364, "iteration": 139499, "loss_box_reg": 0.008663136803079396, "loss_cls": 0.044034685706719756, "loss_rpn_cls": 0.0008266897480098123, "loss_rpn_loc": 0.0018694068530749064, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349128560628742, "total_loss": 0.05454918211137283}
{"data_time": 0.004441277123987675, "eta_seconds": 54057.77329352219, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.42810457516339867, "fast_rcnn/fg_cls_accuracy": 0.5492063492063493, "iteration": 139519, "loss_box_reg": 0.008680731029016897, "loss_cls": 0.043270781519822776, "loss_rpn_cls": 0.001233125987994299, "loss_rpn_loc": 0.002979702410812024, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373732279986143, "total_loss": 0.055472154400717955}
{"data_time": 0.0036782450042665005, "eta_seconds": 54039.31763110729, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.47275747508305643, "fast_rcnn/fg_cls_accuracy": 0.5272425249169435, "iteration": 139539, "loss_box_reg": 0.008681988547323272, "loss_cls": 0.041527642926666886, "loss_rpn_cls": 0.0010458210482511276, "loss_rpn_loc": 0.0020721379696624354, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.530154492938891, "total_loss": 0.05442795821636537}
{"data_time": 0.0046540729235857725, "eta_seconds": 54044.317612043116, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.3869047619047619, "fast_rcnn/fg_cls_accuracy": 0.6130952380952381, "iteration": 139559, "loss_box_reg": 0.0079239166516345, "loss_cls": 0.04634905606508255, "loss_rpn_cls": 0.0005710538205221383, "loss_rpn_loc": 0.002079186000628397, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5420324592851102, "total_loss": 0.05632965126505951}
{"data_time": 0.003980803536251187, "eta_seconds": 54035.778461645124, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46213476446034585, "fast_rcnn/fg_cls_accuracy": 0.5378652355396542, "iteration": 139579, "loss_box_reg": 0.008875078725395724, "loss_cls": 0.04598110425285995, "loss_rpn_cls": 0.0005709832973934681, "loss_rpn_loc": 0.0019452443466434488, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376493032090366, "total_loss": 0.059754842522238505}
{"data_time": 0.004461084026843309, "eta_seconds": 54014.734093439765, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.38405797101449274, "fast_rcnn/fg_cls_accuracy": 0.6159420289855072, "iteration": 139599, "loss_box_reg": 0.007730578276095912, "loss_cls": 0.045070984633639455, "loss_rpn_cls": 0.0012947312369533392, "loss_rpn_loc": 0.0021434727386804298, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5356559790670872, "total_loss": 0.05624311651405378}
{"data_time": 0.0036037792451679707, "eta_seconds": 54009.91789885494, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3013833992094862, "fast_rcnn/fg_cls_accuracy": 0.6986166007905139, "iteration": 139619, "loss_box_reg": 0.00754055408469867, "loss_cls": 0.043780207401141524, "loss_rpn_cls": 0.0012409656515757206, "loss_rpn_loc": 0.0025285946285293903, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5352316326461732, "total_loss": 0.05524577159076216}
{"data_time": 0.004280768567696214, "eta_seconds": 53993.214493398555, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45472972972972975, "fast_rcnn/fg_cls_accuracy": 0.5452702702702703, "iteration": 139639, "loss_box_reg": 0.0076629000541288406, "loss_cls": 0.041977859975304455, "loss_rpn_cls": 0.0007067496098898118, "loss_rpn_loc": 0.00278355527734675, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5322401823941618, "total_loss": 0.05489673720239807}
{"data_time": 0.003657760564237833, "eta_seconds": 53988.51302304282, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6114285714285714, "iteration": 139659, "loss_box_reg": 0.008959148894064128, "loss_cls": 0.043648192076943815, "loss_rpn_cls": 0.0009111398626941991, "loss_rpn_loc": 0.0020632566756830784, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360183019656688, "total_loss": 0.05664472802226328}
{"data_time": 0.004017465747892857, "eta_seconds": 53986.841447576415, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3454268292682927, "fast_rcnn/fg_cls_accuracy": 0.6205128205128205, "iteration": 139679, "loss_box_reg": 0.008011839119717479, "loss_cls": 0.04402545990888029, "loss_rpn_cls": 0.0012140807212972504, "loss_rpn_loc": 0.0020432688761502504, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5421374952420592, "total_loss": 0.0566593568864846}
{"data_time": 0.0038697845302522182, "eta_seconds": 53982.852605051594, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.28717948717948716, "fast_rcnn/fg_cls_accuracy": 0.7128205128205127, "iteration": 139699, "loss_box_reg": 0.007633617176907137, "loss_cls": 0.047298205259721726, "loss_rpn_cls": 0.0012161810975612752, "loss_rpn_loc": 0.0018965848848893074, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5415675689000636, "total_loss": 0.06065244454936192}
{"data_time": 0.004011417273432016, "eta_seconds": 53965.31580829946, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 139719, "loss_box_reg": 0.008289262361358851, "loss_cls": 0.04307978646829724, "loss_rpn_cls": 0.0006920103922993803, "loss_rpn_loc": 0.002178458686103113, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5332406091038138, "total_loss": 0.056118370254807814}
{"data_time": 0.003921719500795007, "eta_seconds": 53990.508631160716, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.46247654784240155, "fast_rcnn/fg_cls_accuracy": 0.5307926829268292, "iteration": 139739, "loss_box_reg": 0.007922102566226386, "loss_cls": 0.04715649876743555, "loss_rpn_cls": 0.0008137364556546345, "loss_rpn_loc": 0.0018589702049212065, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5480958472471684, "total_loss": 0.06013771694438219}
{"data_time": 0.004261481575667858, "eta_seconds": 54008.354453394655, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3937368050668543, "fast_rcnn/fg_cls_accuracy": 0.6062631949331456, "iteration": 139759, "loss_box_reg": 0.009441411995794624, "loss_cls": 0.04505546577274799, "loss_rpn_cls": 0.0008471322443597273, "loss_rpn_loc": 0.0021733828907599673, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404015576932579, "total_loss": 0.05787046789538408}
{"data_time": 0.004165295511484146, "eta_seconds": 54014.57458954817, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4128787878787879, "fast_rcnn/fg_cls_accuracy": 0.5871212121212122, "iteration": 139779, "loss_box_reg": 0.007787798211211339, "loss_cls": 0.04167505231453106, "loss_rpn_cls": 0.0006781786228202691, "loss_rpn_loc": 0.00226536543777911, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5461129639297724, "total_loss": 0.05269928582339389}
{"data_time": 0.004208593163639307, "eta_seconds": 53997.56007719552, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.28095684803001875, "fast_rcnn/fg_cls_accuracy": 0.6812447434819175, "iteration": 139799, "loss_box_reg": 0.007854165975004435, "loss_cls": 0.04358833294827491, "loss_rpn_cls": 0.0008552550284548488, "loss_rpn_loc": 0.0024513942107660114, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5359893897548318, "total_loss": 0.05612015687289329}
{"data_time": 0.00413125567138195, "eta_seconds": 53976.0273490441, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2972972972972973, "fast_rcnn/fg_cls_accuracy": 0.641025641025641, "iteration": 139819, "loss_box_reg": 0.008597898093285039, "loss_cls": 0.04570986301405355, "loss_rpn_cls": 0.0004954199325197806, "loss_rpn_loc": 0.001970150293345796, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385224977508187, "total_loss": 0.05925971203765812}
{"data_time": 0.003706305753439665, "eta_seconds": 53953.10185087728, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.49468085106382975, "fast_rcnn/fg_cls_accuracy": 0.5053191489361701, "iteration": 139839, "loss_box_reg": 0.00758187408791855, "loss_cls": 0.045031062967609614, "loss_rpn_cls": 0.0008331249866841972, "loss_rpn_loc": 0.0022058072045183508, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5435365755110979, "total_loss": 0.058438363987420416}
{"data_time": 0.004234364489093423, "eta_seconds": 53944.55937022157, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4280922431865828, "fast_rcnn/fg_cls_accuracy": 0.5719077568134172, "iteration": 139859, "loss_box_reg": 0.008657424099510536, "loss_cls": 0.041435320104938, "loss_rpn_cls": 0.0011056262419515406, "loss_rpn_loc": 0.002615751767734764, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389269255101681, "total_loss": 0.05347858120012461}
{"data_time": 0.0035267628263682127, "eta_seconds": 53933.785649294034, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6747252747252748, "iteration": 139879, "loss_box_reg": 0.008790815190877765, "loss_cls": 0.04730832437053323, "loss_rpn_cls": 0.0011060907162345757, "loss_rpn_loc": 0.0021504546948563075, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5384342016186565, "total_loss": 0.05997492208291533}
{"data_time": 0.003960135160014033, "eta_seconds": 53906.640547354706, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2456896551724138, "fast_rcnn/fg_cls_accuracy": 0.7445652173913043, "iteration": 139899, "loss_box_reg": 0.00832600292051211, "loss_cls": 0.04262775043025613, "loss_rpn_cls": 0.001070421506369712, "loss_rpn_loc": 0.0021530160411202814, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5350451786071062, "total_loss": 0.054445308669983206}
{"data_time": 0.0042836773209273815, "eta_seconds": 53912.23820743896, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4186117936117936, "fast_rcnn/fg_cls_accuracy": 0.5813882063882064, "iteration": 139919, "loss_box_reg": 0.007839785394025967, "loss_cls": 0.04365282744402066, "loss_rpn_cls": 0.0007345682198547365, "loss_rpn_loc": 0.002320569456060184, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5337341157719493, "total_loss": 0.05629138282358781}
{"data_time": 0.004234070889651775, "eta_seconds": 53868.67288424214, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21875, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 139939, "loss_box_reg": 0.007967318568262272, "loss_cls": 0.04306442360393703, "loss_rpn_cls": 0.0011266535345839657, "loss_rpn_loc": 0.0020481591764109908, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5300301839597523, "total_loss": 0.0560770423906547}
{"data_time": 0.004003741079941392, "eta_seconds": 53911.33728887653, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.38301620859760394, "fast_rcnn/fg_cls_accuracy": 0.6169837914023961, "iteration": 139959, "loss_box_reg": 0.008419679565122351, "loss_cls": 0.04413444746751338, "loss_rpn_cls": 0.0008276963216076183, "loss_rpn_loc": 0.0022049114340916276, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5454883314669132, "total_loss": 0.0567327765538721}
{"data_time": 0.003547459840774536, "eta_seconds": 53900.559440336656, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3828596037898363, "fast_rcnn/fg_cls_accuracy": 0.6171403962101636, "iteration": 139979, "loss_box_reg": 0.008386433619307354, "loss_cls": 0.04646457388298586, "loss_rpn_cls": 0.00046560542517681824, "loss_rpn_loc": 0.00211705858419009, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5371331730857491, "total_loss": 0.059316543885188366}
{"data_time": 0.003987199626863003, "eta_seconds": 53869.143323728815, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44150641025641024, "fast_rcnn/fg_cls_accuracy": 0.5584935897435896, "iteration": 139999, "loss_box_reg": 0.00936910801101476, "loss_cls": 0.04351987084373832, "loss_rpn_cls": 0.0010567486528998415, "loss_rpn_loc": 0.002559872176789213, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388132221996784, "total_loss": 0.0564552998785075}
{"data_time": 0.004259271547198296, "eta_seconds": 53856.1423723062, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3284313725490196, "fast_rcnn/fg_cls_accuracy": 0.6715686274509804, "iteration": 140019, "loss_box_reg": 0.007738229556707665, "loss_cls": 0.045245801913551986, "loss_rpn_cls": 0.0007609588212744711, "loss_rpn_loc": 0.001693678703304613, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537392090074718, "total_loss": 0.05591329571393544}
{"data_time": 0.004067330854013562, "eta_seconds": 53810.02159411064, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4362591431556949, "fast_rcnn/fg_cls_accuracy": 0.5579133510167993, "iteration": 140039, "loss_box_reg": 0.008402286912314594, "loss_cls": 0.04767640365753323, "loss_rpn_cls": 0.0013094763859271552, "loss_rpn_loc": 0.001942832010172424, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5327908887993544, "total_loss": 0.060409412254330164}
{"data_time": 0.003984210779890418, "eta_seconds": 53784.90638352698, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.3950980392156863, "fast_rcnn/fg_cls_accuracy": 0.6049019607843138, "iteration": 140059, "loss_box_reg": 0.007829041773220524, "loss_cls": 0.043632937798975036, "loss_rpn_cls": 0.0006772740821361367, "loss_rpn_loc": 0.0017809572636906523, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5323828333057463, "total_loss": 0.054414508639894166}
{"data_time": 0.0035804579965770245, "eta_seconds": 53784.47128613829, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.35296934865900387, "fast_rcnn/fg_cls_accuracy": 0.6470306513409961, "iteration": 140079, "loss_box_reg": 0.007290521840332076, "loss_cls": 0.04206697485642508, "loss_rpn_cls": 0.0010152603026654106, "loss_rpn_loc": 0.003143662591355678, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.539410644909367, "total_loss": 0.05337376783836589}
{"data_time": 0.0036892208736389875, "eta_seconds": 53767.56919768755, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.287593984962406, "fast_rcnn/fg_cls_accuracy": 0.702485380116959, "iteration": 140099, "loss_box_reg": 0.007974567939527333, "loss_cls": 0.04502441769000143, "loss_rpn_cls": 0.0011320471733142767, "loss_rpn_loc": 0.0015761879676574608, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409702453762293, "total_loss": 0.055691154160967926}
{"data_time": 0.003885285696014762, "eta_seconds": 53766.95678155846, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3269230769230769, "fast_rcnn/fg_cls_accuracy": 0.6730769230769231, "iteration": 140119, "loss_box_reg": 0.008685449400218204, "loss_cls": 0.041909576510079205, "loss_rpn_cls": 0.0009085238114039385, "loss_rpn_loc": 0.002921725423220778, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5435574895236641, "total_loss": 0.056373436699885815}
{"data_time": 0.003822533180937171, "eta_seconds": 53746.04085695115, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43003851091142486, "fast_rcnn/fg_cls_accuracy": 0.5699614890885751, "iteration": 140139, "loss_box_reg": 0.007873827882576734, "loss_cls": 0.04226170765468851, "loss_rpn_cls": 0.0007221437381588203, "loss_rpn_loc": 0.002353794207010651, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5317334360443056, "total_loss": 0.05428241460796457}
{"data_time": 0.0036294010933488607, "eta_seconds": 53728.0791766108, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.27541666666666664, "fast_rcnn/fg_cls_accuracy": 0.7198464912280702, "iteration": 140159, "loss_box_reg": 0.007940052222693339, "loss_cls": 0.04307143425103277, "loss_rpn_cls": 0.0011289636140645598, "loss_rpn_loc": 0.0026652691849449184, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5339737427420914, "total_loss": 0.05754746631168928}
{"data_time": 0.004039907595142722, "eta_seconds": 53712.66851912183, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.45227272727272727, "fast_rcnn/fg_cls_accuracy": 0.5477272727272727, "iteration": 140179, "loss_box_reg": 0.00847784522920847, "loss_cls": 0.044107855297625065, "loss_rpn_cls": 0.0004464351995920879, "loss_rpn_loc": 0.0021385907057265285, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5378108778968453, "total_loss": 0.0555601630313447}
{"data_time": 0.00394118158146739, "eta_seconds": 53683.815416277386, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.4797297297297297, "iteration": 140199, "loss_box_reg": 0.00962493073893711, "loss_cls": 0.0466011370299384, "loss_rpn_cls": 0.0010438997177288911, "loss_rpn_loc": 0.0024738650681683794, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5359406124334782, "total_loss": 0.060964229336235576}
{"data_time": 0.004202316515147686, "eta_seconds": 53685.12658589613, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2915057915057915, "fast_rcnn/fg_cls_accuracy": 0.6965894465894467, "iteration": 140219, "loss_box_reg": 0.008423646329902112, "loss_cls": 0.041429828270338476, "loss_rpn_cls": 0.00037774344127683435, "loss_rpn_loc": 0.002158710060029989, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365353804081678, "total_loss": 0.05479693436075195}
{"data_time": 0.003908679587766528, "eta_seconds": 53651.47753475164, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4736842105263158, "fast_rcnn/fg_cls_accuracy": 0.49242424242424243, "iteration": 140239, "loss_box_reg": 0.007836952048819512, "loss_cls": 0.04338859985000454, "loss_rpn_cls": 0.0006730220865733827, "loss_rpn_loc": 0.0017592149506526766, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5361474920064211, "total_loss": 0.05612873662914808}
{"data_time": 0.003638912457972765, "eta_seconds": 53640.72153239907, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4096980255516841, "fast_rcnn/fg_cls_accuracy": 0.5903019744483159, "iteration": 140259, "loss_box_reg": 0.00856730411760509, "loss_cls": 0.045787112205289304, "loss_rpn_cls": 0.0005695933918445917, "loss_rpn_loc": 0.0024197141428885516, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374077311716974, "total_loss": 0.059877403747123026}
{"data_time": 0.003576976014301181, "eta_seconds": 53619.07946629822, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30208333333333337, "fast_rcnn/fg_cls_accuracy": 0.6979166666666667, "iteration": 140279, "loss_box_reg": 0.008653829747345299, "loss_cls": 0.043882203521206975, "loss_rpn_cls": 0.0010630537778411053, "loss_rpn_loc": 0.0017606367073312867, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353483688086271, "total_loss": 0.05505853071099409}
{"data_time": 0.003734451485797763, "eta_seconds": 53586.483092632145, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5075980392156862, "fast_rcnn/fg_cls_accuracy": 0.4924019607843137, "iteration": 140299, "loss_box_reg": 0.008087512163911015, "loss_cls": 0.047414523432962596, "loss_rpn_cls": 0.0013318607138899097, "loss_rpn_loc": 0.002679257700947346, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5323921949602664, "total_loss": 0.06043900623524223}
{"data_time": 0.003911709412932396, "eta_seconds": 53575.73365519568, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.19817073170731708, "fast_rcnn/fg_cls_accuracy": 0.8018292682926829, "iteration": 140319, "loss_box_reg": 0.007979856891324744, "loss_cls": 0.04265844379551709, "loss_rpn_cls": 0.0006140484407524127, "loss_rpn_loc": 0.002057955971395131, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5423298110254109, "total_loss": 0.05597659145701073}
{"data_time": 0.003660783404484391, "eta_seconds": 53586.81800915301, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.39655172413793105, "fast_rcnn/fg_cls_accuracy": 0.5801282051282051, "iteration": 140339, "loss_box_reg": 0.008377195714274421, "loss_cls": 0.04395631770603359, "loss_rpn_cls": 0.0012614723166848307, "loss_rpn_loc": 0.002041061503405217, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5460758728440851, "total_loss": 0.056013623016099245}
{"data_time": 0.003589348401874304, "eta_seconds": 53576.064190104604, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4654761904761905, "fast_rcnn/fg_cls_accuracy": 0.5345238095238095, "iteration": 140359, "loss_box_reg": 0.008152268448611721, "loss_cls": 0.0445697785471566, "loss_rpn_cls": 0.0014671590083707997, "loss_rpn_loc": 0.0020021109012304805, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395846285391599, "total_loss": 0.05769624732579359}
{"data_time": 0.0041777214501053095, "eta_seconds": 53573.676302488195, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32576530612244897, "fast_rcnn/fg_cls_accuracy": 0.674234693877551, "iteration": 140379, "loss_box_reg": 0.008111943141557276, "loss_cls": 0.04390933352988213, "loss_rpn_cls": 0.0010348534788136021, "loss_rpn_loc": 0.0026513929551583715, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387957901693881, "total_loss": 0.054692495647145734}
{"data_time": 0.0038562745321542025, "eta_seconds": 53573.51729466487, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2677881963596249, "fast_rcnn/fg_cls_accuracy": 0.7285012285012284, "iteration": 140399, "loss_box_reg": 0.007652509899344295, "loss_cls": 0.04259271954651922, "loss_rpn_cls": 0.0011735193330650873, "loss_rpn_loc": 0.00200879627118411, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5441942526958883, "total_loss": 0.05516767904623521}
{"data_time": 0.0039149681106209755, "eta_seconds": 53562.759668276645, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.298469387755102, "fast_rcnn/fg_cls_accuracy": 0.6658163265306123, "iteration": 140419, "loss_box_reg": 0.007265690277563408, "loss_cls": 0.040602240012958646, "loss_rpn_cls": 0.0009862237447464395, "loss_rpn_loc": 0.0022178131621330976, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5346357333473861, "total_loss": 0.05111377895025271}
{"data_time": 0.00391853041946888, "eta_seconds": 53542.259268998634, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5525641025641026, "fast_rcnn/fg_cls_accuracy": 0.44743589743589746, "iteration": 140439, "loss_box_reg": 0.008203140954719856, "loss_cls": 0.04503608704544604, "loss_rpn_cls": 0.0008360123474631109, "loss_rpn_loc": 0.0026541908191575203, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5356527746189386, "total_loss": 0.05838436178487427}
{"data_time": 0.00379139999859035, "eta_seconds": 53529.46805771743, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4944495837187789, "fast_rcnn/fg_cls_accuracy": 0.47801418439716314, "iteration": 140459, "loss_box_reg": 0.008533755986718461, "loss_cls": 0.04592654458247125, "loss_rpn_cls": 0.0012669970118395213, "loss_rpn_loc": 0.002164258636184968, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5449251120444387, "total_loss": 0.05840639018043703}
{"data_time": 0.004074682481586933, "eta_seconds": 53509.05316235451, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20606060606060606, "fast_rcnn/fg_cls_accuracy": 0.793939393939394, "iteration": 140479, "loss_box_reg": 0.007891945686424151, "loss_cls": 0.04122004023520276, "loss_rpn_cls": 0.0009774402166726759, "loss_rpn_loc": 0.0022418269036279526, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5345684844069183, "total_loss": 0.05408307724246697}
{"data_time": 0.004505679942667484, "eta_seconds": 53507.95753720519, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.46117424242424243, "fast_rcnn/fg_cls_accuracy": 0.5388257575757576, "iteration": 140499, "loss_box_reg": 0.00820986568578519, "loss_cls": 0.04640487220603973, "loss_rpn_cls": 0.0007017157597601908, "loss_rpn_loc": 0.0020730543656100053, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542407869361341, "total_loss": 0.05754300116240074}
{"data_time": 0.004436721559613943, "eta_seconds": 53500.89350181562, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34700122399020805, "fast_rcnn/fg_cls_accuracy": 0.652998776009792, "iteration": 140519, "loss_box_reg": 0.008635753765702248, "loss_cls": 0.043320677505107597, "loss_rpn_cls": 0.00048027855496002303, "loss_rpn_loc": 0.0020662152255681576, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541452695382759, "total_loss": 0.05442272255075409}
{"data_time": 0.0036826650612056255, "eta_seconds": 53496.27610776038, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.36363636363636365, "fast_rcnn/fg_cls_accuracy": 0.6363636363636364, "iteration": 140539, "loss_box_reg": 0.008106458495603874, "loss_cls": 0.043012368376366794, "loss_rpn_cls": 0.0006032868297012328, "loss_rpn_loc": 0.002415053544609691, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5387778636068106, "total_loss": 0.05515586018289298}
{"data_time": 0.003983346512541175, "eta_seconds": 53488.06921059941, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2902960526315789, "fast_rcnn/fg_cls_accuracy": 0.709703947368421, "iteration": 140559, "loss_box_reg": 0.0078112431219778955, "loss_cls": 0.04359849798493087, "loss_rpn_cls": 0.000730571314647932, "loss_rpn_loc": 0.0022404959599953145, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5469445229973644, "total_loss": 0.05488393447069484}
{"data_time": 0.004016275051981211, "eta_seconds": 53474.76163430535, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.48008534850640117, "fast_rcnn/fg_cls_accuracy": 0.5199146514935988, "iteration": 140579, "loss_box_reg": 0.00754404635517858, "loss_cls": 0.045585347805172205, "loss_rpn_cls": 0.0010926334058467546, "loss_rpn_loc": 0.0020117689582548337, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363782530184835, "total_loss": 0.057215484341213596}
{"data_time": 0.003918944392353296, "eta_seconds": 53466.55371127394, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.32601880877742945, "fast_rcnn/fg_cls_accuracy": 0.6739811912225706, "iteration": 140599, "loss_box_reg": 0.008105241198791191, "loss_cls": 0.04630950547289103, "loss_rpn_cls": 0.0006442303398443983, "loss_rpn_loc": 0.001782875715434784, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5389054513070732, "total_loss": 0.05889681465873764}
{"data_time": 0.004113901173695922, "eta_seconds": 53457.89380752761, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3646458583433373, "fast_rcnn/fg_cls_accuracy": 0.6353541416566626, "iteration": 140619, "loss_box_reg": 0.00838249406660907, "loss_cls": 0.04248641082085669, "loss_rpn_cls": 0.0008057885706307388, "loss_rpn_loc": 0.0030778080217714887, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357644867617637, "total_loss": 0.05432563721410588}
{"data_time": 0.0035740539897233248, "eta_seconds": 53464.44574919925, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40044493882091214, "fast_rcnn/fg_cls_accuracy": 0.5939516129032258, "iteration": 140639, "loss_box_reg": 0.008304594666697085, "loss_cls": 0.04359757649945095, "loss_rpn_cls": 0.0008865987258559471, "loss_rpn_loc": 0.002031030278885737, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5435005908366293, "total_loss": 0.054801954175445644}
{"data_time": 0.004321137443184853, "eta_seconds": 53469.77241534949, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16666666666666666, "fast_rcnn/fg_cls_accuracy": 0.7951612903225806, "iteration": 140659, "loss_box_reg": 0.008249266829807311, "loss_cls": 0.042169342952547595, "loss_rpn_cls": 0.0006860475746179873, "loss_rpn_loc": 0.0023345041045104153, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5398986076470464, "total_loss": 0.05480347523530327}
{"data_time": 0.0037649685982614756, "eta_seconds": 53448.248233693186, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4523809523809524, "fast_rcnn/fg_cls_accuracy": 0.5476190476190477, "iteration": 140679, "loss_box_reg": 0.00772643722302746, "loss_cls": 0.045518642757087946, "loss_rpn_cls": 0.0008452236716891548, "loss_rpn_loc": 0.002387703349086223, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5348348815459758, "total_loss": 0.057030403579005906}
{"data_time": 0.004039427964016795, "eta_seconds": 53432.16078080167, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3649301825993555, "fast_rcnn/fg_cls_accuracy": 0.6350698174006445, "iteration": 140699, "loss_box_reg": 0.008104466367512941, "loss_cls": 0.042328315787017345, "loss_rpn_cls": 0.001083150502040553, "loss_rpn_loc": 0.0019179965147486655, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538701799698174, "total_loss": 0.05364528061022611}
{"data_time": 0.003822389990091324, "eta_seconds": 53443.928478223504, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3588322246858832, "fast_rcnn/fg_cls_accuracy": 0.5926829268292683, "iteration": 140719, "loss_box_reg": 0.008525952842319384, "loss_cls": 0.044804385281167924, "loss_rpn_cls": 0.0007431364363128523, "loss_rpn_loc": 0.001973086462385254, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537737280363217, "total_loss": 0.057770665166117396}
{"data_time": 0.004469195147976279, "eta_seconds": 53410.63746853662, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18019480519480519, "fast_rcnn/fg_cls_accuracy": 0.787176724137931, "iteration": 140739, "loss_box_reg": 0.008195189089747146, "loss_cls": 0.0460261917905882, "loss_rpn_cls": 0.0010365839243604569, "loss_rpn_loc": 0.0021078463505546097, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5370855424553156, "total_loss": 0.05712353295336925}
{"data_time": 0.004438480129465461, "eta_seconds": 53422.39608895336, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4743421052631579, "fast_rcnn/fg_cls_accuracy": 0.5064024390243902, "iteration": 140759, "loss_box_reg": 0.009156370535492897, "loss_cls": 0.04543688707053661, "loss_rpn_cls": 0.0010433444457760288, "loss_rpn_loc": 0.0022597579954890534, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5423073011916131, "total_loss": 0.05591374147513761}
{"data_time": 0.003968924283981323, "eta_seconds": 53383.12959435489, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.49599358974358976, "iteration": 140779, "loss_box_reg": 0.007712095102760941, "loss_cls": 0.045309627428650856, "loss_rpn_cls": 0.0007144356841308763, "loss_rpn_loc": 0.002233026512840297, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5364872894715518, "total_loss": 0.05723579097411857}
{"data_time": 0.004325052024796605, "eta_seconds": 53381.14497758425, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2398561890087314, "fast_rcnn/fg_cls_accuracy": 0.7601438109912686, "iteration": 140799, "loss_box_reg": 0.007895908347563818, "loss_cls": 0.04181266069645062, "loss_rpn_cls": 0.00100113309815697, "loss_rpn_loc": 0.0020593879562511574, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5399764785543084, "total_loss": 0.054711207180730526}
{"data_time": 0.0044655464589595795, "eta_seconds": 53370.38275845791, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43714644877435577, "fast_rcnn/fg_cls_accuracy": 0.5628535512256443, "iteration": 140819, "loss_box_reg": 0.00804225995671004, "loss_cls": 0.0423465451458469, "loss_rpn_cls": 0.0008181718136484051, "loss_rpn_loc": 0.0022805938933743164, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5399240569677204, "total_loss": 0.05354938233676876}
{"data_time": 0.004292170284315944, "eta_seconds": 53339.55391723011, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26262626262626265, "fast_rcnn/fg_cls_accuracy": 0.6893939393939394, "iteration": 140839, "loss_box_reg": 0.008354310441063717, "loss_cls": 0.045650786778423935, "loss_rpn_cls": 0.0012480667046474991, "loss_rpn_loc": 0.0021156287257326767, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5324791411403567, "total_loss": 0.05850052009401452}
{"data_time": 0.0037447470240294933, "eta_seconds": 53328.79574538488, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3614982578397212, "fast_rcnn/fg_cls_accuracy": 0.6385017421602788, "iteration": 140859, "loss_box_reg": 0.008238727285061032, "loss_cls": 0.04298878682311624, "loss_rpn_cls": 0.0014972593805282486, "loss_rpn_loc": 0.0026215049474558327, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5476162384729832, "total_loss": 0.05570724580161368}
{"data_time": 0.004151345230638981, "eta_seconds": 53315.945215995656, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3808362369337979, "fast_rcnn/fg_cls_accuracy": 0.6191637630662021, "iteration": 140879, "loss_box_reg": 0.008895236387616023, "loss_cls": 0.04458135843742639, "loss_rpn_cls": 0.0008421626255312731, "loss_rpn_loc": 0.0023331996981141856, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363945495337248, "total_loss": 0.05681823984048151}
{"data_time": 0.0042174565605819225, "eta_seconds": 53307.279401694424, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3896551724137931, "fast_rcnn/fg_cls_accuracy": 0.5567567567567567, "iteration": 140899, "loss_box_reg": 0.008269251906313002, "loss_cls": 0.041736392537131906, "loss_rpn_cls": 0.0005568877439259268, "loss_rpn_loc": 0.002635286318763974, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5402961540967226, "total_loss": 0.053346205034131344}
{"data_time": 0.003588580759242177, "eta_seconds": 53300.518250110326, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4184281842818428, "fast_rcnn/fg_cls_accuracy": 0.5815718157181571, "iteration": 140919, "loss_box_reg": 0.008373390272026882, "loss_cls": 0.04488793318159878, "loss_rpn_cls": 0.001411931741472472, "loss_rpn_loc": 0.002250246436233283, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5374855434056371, "total_loss": 0.05704635715198947}
{"data_time": 0.003660081420093775, "eta_seconds": 53325.500337237725, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.39433811802232854, "fast_rcnn/fg_cls_accuracy": 0.6056618819776715, "iteration": 140939, "loss_box_reg": 0.007722738606389612, "loss_cls": 0.0467542017577216, "loss_rpn_cls": 0.0004861428721625316, "loss_rpn_loc": 0.001837043779232772, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5384047525003552, "total_loss": 0.0575784245288844}
{"data_time": 0.004017897415906191, "eta_seconds": 53286.28554594796, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35172272354388845, "fast_rcnn/fg_cls_accuracy": 0.6482772764561116, "iteration": 140959, "loss_box_reg": 0.008077268896158785, "loss_cls": 0.04234883908065967, "loss_rpn_cls": 0.0006999803354119649, "loss_rpn_loc": 0.00252805203126627, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5450902581214905, "total_loss": 0.05550770841068697}
{"data_time": 0.00417524273507297, "eta_seconds": 53285.9333084228, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.42254901960784313, "fast_rcnn/fg_cls_accuracy": 0.5774509803921568, "iteration": 140979, "loss_box_reg": 0.008578228414990008, "loss_cls": 0.044833395280875266, "loss_rpn_cls": 0.0012597415620234642, "loss_rpn_loc": 0.002097222262818832, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5398021042346954, "total_loss": 0.057705342944586846}
{"data_time": 0.003954024985432625, "eta_seconds": 53286.9119494739, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.515625, "fast_rcnn/fg_cls_accuracy": 0.484375, "iteration": 140999, "loss_box_reg": 0.007806286332197487, "loss_cls": 0.04772614355897531, "loss_rpn_cls": 0.0006639734213251813, "loss_rpn_loc": 0.0016358037555619376, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409573300275952, "total_loss": 0.05749672798222605}
{"data_time": 0.004559055436402559, "eta_seconds": 53282.43555869744, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43614130434782605, "fast_rcnn/fg_cls_accuracy": 0.5554435483870968, "iteration": 141019, "loss_box_reg": 0.007806907844496891, "loss_cls": 0.04434808762744069, "loss_rpn_cls": 0.0009081875979290999, "loss_rpn_loc": 0.0020175115005258704, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5414785593748093, "total_loss": 0.05578276891066025}
{"data_time": 0.004399005556479096, "eta_seconds": 53276.77954625292, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38230769230769235, "fast_rcnn/fg_cls_accuracy": 0.6176923076923078, "iteration": 141039, "loss_box_reg": 0.008411074930336326, "loss_cls": 0.04476730176247656, "loss_rpn_cls": 0.0009328274034032802, "loss_rpn_loc": 0.002274404265335761, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5357247355859727, "total_loss": 0.05730523658439779}
{"data_time": 0.00357777695171535, "eta_seconds": 53286.285426528426, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5647840531561461, "fast_rcnn/fg_cls_accuracy": 0.42358803986710963, "iteration": 141059, "loss_box_reg": 0.008289886900456622, "loss_cls": 0.04513345006853342, "loss_rpn_cls": 0.0007384925649773777, "loss_rpn_loc": 0.0020925766693835612, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5408875544089824, "total_loss": 0.05735330744857947}
{"data_time": 0.004004406509920955, "eta_seconds": 53275.514101106906, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.19642857142857142, "fast_rcnn/fg_cls_accuracy": 0.7315668202764977, "iteration": 141079, "loss_box_reg": 0.00906505825696513, "loss_cls": 0.04236820066580549, "loss_rpn_cls": 0.0006970665173753332, "loss_rpn_loc": 0.0027335292998031946, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539322049356997, "total_loss": 0.05717688273216481}
{"data_time": 0.004268382675945759, "eta_seconds": 53258.40224071196, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5121527777777778, "iteration": 141099, "loss_box_reg": 0.007525514287408441, "loss_cls": 0.04257521987892687, "loss_rpn_cls": 0.001265111487782633, "loss_rpn_loc": 0.0018460847586538875, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5342934289947152, "total_loss": 0.05446028587493856}
{"data_time": 0.004123158752918243, "eta_seconds": 53240.66574201407, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.38181818181818183, "fast_rcnn/fg_cls_accuracy": 0.6181818181818182, "iteration": 141119, "loss_box_reg": 0.007539834099588916, "loss_cls": 0.045163047092501074, "loss_rpn_cls": 0.0009362034080311332, "loss_rpn_loc": 0.0019859476597048342, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404836984816939, "total_loss": 0.05754424488992527}
{"data_time": 0.004198733484372497, "eta_seconds": 53240.13478902378, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3920454545454546, "fast_rcnn/fg_cls_accuracy": 0.5165142276422765, "iteration": 141139, "loss_box_reg": 0.007819328195182607, "loss_cls": 0.04419263091403991, "loss_rpn_cls": 0.001032542319080676, "loss_rpn_loc": 0.0025113831616181415, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5408628436271101, "total_loss": 0.05450262501119596}
{"data_time": 0.004391550784930587, "eta_seconds": 53253.32111530029, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3951219512195122, "fast_rcnn/fg_cls_accuracy": 0.6048780487804878, "iteration": 141159, "loss_box_reg": 0.008581074536778033, "loss_cls": 0.044209313578903675, "loss_rpn_cls": 0.0011931667900171306, "loss_rpn_loc": 0.0022629291361226933, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5432105285581201, "total_loss": 0.0577042555596563}
{"data_time": 0.004258982837200165, "eta_seconds": 53242.54556241934, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4292763157894737, "fast_rcnn/fg_cls_accuracy": 0.5707236842105263, "iteration": 141179, "loss_box_reg": 0.008169768057996407, "loss_cls": 0.043957962188869715, "loss_rpn_cls": 0.0005688956114795474, "loss_rpn_loc": 0.0020343125688668806, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358173542190343, "total_loss": 0.054860976063991984}
{"data_time": 0.003867730963975191, "eta_seconds": 53233.4644998475, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1783033033033033, "fast_rcnn/fg_cls_accuracy": 0.8081831831831832, "iteration": 141199, "loss_box_reg": 0.008209170220652595, "loss_cls": 0.04378334776265547, "loss_rpn_cls": 0.0007661542741743688, "loss_rpn_loc": 0.0022971273356233723, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5319753985386342, "total_loss": 0.054605344142714785}
{"data_time": 0.0038507988210767508, "eta_seconds": 53217.81830708566, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43240093240093236, "fast_rcnn/fg_cls_accuracy": 0.5675990675990676, "iteration": 141219, "loss_box_reg": 0.00947311584604904, "loss_cls": 0.047646386723499745, "loss_rpn_cls": 0.0008427443578682414, "loss_rpn_loc": 0.0019341902516316622, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5263429330661893, "total_loss": 0.06119951367494991}
{"data_time": 0.0038905018009245396, "eta_seconds": 53199.646337501705, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.36617647058823527, "fast_rcnn/fg_cls_accuracy": 0.6276315789473684, "iteration": 141239, "loss_box_reg": 0.007666395511478186, "loss_cls": 0.0432324800058268, "loss_rpn_cls": 0.0008637565069875563, "loss_rpn_loc": 0.0023940480095916428, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5332822215277702, "total_loss": 0.05446484993763079}
{"data_time": 0.004500550217926502, "eta_seconds": 53196.26848746161, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7136363636363636, "iteration": 141259, "loss_box_reg": 0.008246947458246723, "loss_cls": 0.04224979807622731, "loss_rpn_cls": 0.000986543441200638, "loss_rpn_loc": 0.0025213304961653193, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5416192731354386, "total_loss": 0.05412050518043543}
{"data_time": 0.004402771592140198, "eta_seconds": 53197.25318859285, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4772727272727273, "fast_rcnn/fg_cls_accuracy": 0.5227272727272727, "iteration": 141279, "loss_box_reg": 0.008477276453049853, "loss_cls": 0.04817713634110987, "loss_rpn_cls": 0.0009184135078612599, "loss_rpn_loc": 0.0026777477032737806, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418962680269033, "total_loss": 0.05917021151753943}
{"data_time": 0.00366653548553586, "eta_seconds": 53203.300718755694, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3307317073170732, "fast_rcnn/fg_cls_accuracy": 0.6692682926829269, "iteration": 141299, "loss_box_reg": 0.007674587715882808, "loss_cls": 0.04312450182624161, "loss_rpn_cls": 0.0005575437063498612, "loss_rpn_loc": 0.0020068418671144173, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420469506643713, "total_loss": 0.05460547962235296}
{"data_time": 0.0036684658844023943, "eta_seconds": 53190.33773757238, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3520309477756286, "fast_rcnn/fg_cls_accuracy": 0.6225296442687747, "iteration": 141319, "loss_box_reg": 0.008203858160413802, "loss_cls": 0.043978587724268436, "loss_rpn_cls": 0.0008535136130376486, "loss_rpn_loc": 0.002539452845667256, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5340855745598674, "total_loss": 0.054971844483191035}
{"data_time": 0.004174869507551193, "eta_seconds": 53164.921311977785, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4833164812942366, "fast_rcnn/fg_cls_accuracy": 0.5166835187057635, "iteration": 141339, "loss_box_reg": 0.007884007529355586, "loss_cls": 0.046417438075877726, "loss_rpn_cls": 0.0008414026677883157, "loss_rpn_loc": 0.002233069288195111, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5369767418596894, "total_loss": 0.05647319781826354}
{"data_time": 0.004011639393866062, "eta_seconds": 53158.79731519357, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3672619047619048, "fast_rcnn/fg_cls_accuracy": 0.6327380952380952, "iteration": 141359, "loss_box_reg": 0.008518518137861975, "loss_cls": 0.04258716618642211, "loss_rpn_cls": 0.000668196900392104, "loss_rpn_loc": 0.002524001662095543, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416584101039916, "total_loss": 0.056202708191904094}
{"data_time": 0.004605933325365186, "eta_seconds": 53148.01907950756, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4053030303030303, "fast_rcnn/fg_cls_accuracy": 0.5628531073446328, "iteration": 141379, "loss_box_reg": 0.009276632830733433, "loss_cls": 0.04508363630156964, "loss_rpn_cls": 0.0007380192199661906, "loss_rpn_loc": 0.0018145980047847843, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398700661025941, "total_loss": 0.057384052666066054}
{"data_time": 0.004670111462473869, "eta_seconds": 53125.70554093039, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2746615087040619, "fast_rcnn/fg_cls_accuracy": 0.6950354609929078, "iteration": 141399, "loss_box_reg": 0.00781728871515952, "loss_cls": 0.044177830568514764, "loss_rpn_cls": 0.000803180036541562, "loss_rpn_loc": 0.0019068174115091097, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.54237853246741, "total_loss": 0.0550053291825634}
{"data_time": 0.0037246416322886944, "eta_seconds": 53117.02827721718, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.278175313059034, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 141419, "loss_box_reg": 0.008151604793965816, "loss_cls": 0.04408921662252396, "loss_rpn_cls": 0.0008428160688254138, "loss_rpn_loc": 0.0028224936795595568, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5356877034064382, "total_loss": 0.05534709839344032}
{"data_time": 0.003710621502250433, "eta_seconds": 53111.03485095268, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.42592592592592593, "fast_rcnn/fg_cls_accuracy": 0.5740740740740741, "iteration": 141439, "loss_box_reg": 0.00802888858015649, "loss_cls": 0.04532101529184729, "loss_rpn_cls": 0.0007182106760268425, "loss_rpn_loc": 0.0024289072025567293, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5397518912795931, "total_loss": 0.05760621429259061}
{"data_time": 0.004218013258650899, "eta_seconds": 53092.88172594225, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.27892287234042556, "fast_rcnn/fg_cls_accuracy": 0.7210771276595744, "iteration": 141459, "loss_box_reg": 0.007658457470824942, "loss_cls": 0.04559380514547229, "loss_rpn_cls": 0.000881189938226612, "loss_rpn_loc": 0.002178226986870868, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5323747999500483, "total_loss": 0.05705170374108093}
{"data_time": 0.003998926840722561, "eta_seconds": 53097.236440070905, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.2315340909090909, "fast_rcnn/fg_cls_accuracy": 0.7684659090909092, "iteration": 141479, "loss_box_reg": 0.008882512542186305, "loss_cls": 0.04390472709201276, "loss_rpn_cls": 0.0005573995370014018, "loss_rpn_loc": 0.0017927639819390606, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.551579940598458, "total_loss": 0.05580836131923661}
{"data_time": 0.0035724835470318794, "eta_seconds": 53078.70297433762, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31186868686868685, "fast_rcnn/fg_cls_accuracy": 0.6881313131313131, "iteration": 141499, "loss_box_reg": 0.007805995614035055, "loss_cls": 0.04116577614331618, "loss_rpn_cls": 0.0016197526970245235, "loss_rpn_loc": 0.0016776718493929366, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5361417136155069, "total_loss": 0.05342044689615477}
{"data_time": 0.003896054346114397, "eta_seconds": 53063.1466689182, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3294573643410853, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 141519, "loss_box_reg": 0.008639115956611931, "loss_cls": 0.0461698662256822, "loss_rpn_cls": 0.0005787174943634454, "loss_rpn_loc": 0.0020050034509040415, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5348330871202052, "total_loss": 0.05927067013317355}
{"data_time": 0.004414415452629328, "eta_seconds": 53064.89983989019, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.46355498721227617, "fast_rcnn/fg_cls_accuracy": 0.5364450127877238, "iteration": 141539, "loss_box_reg": 0.0074788263300433755, "loss_cls": 0.04205320496112108, "loss_rpn_cls": 0.0008757468784494904, "loss_rpn_loc": 0.002098342556564603, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422530872747302, "total_loss": 0.05392847414213975}
{"data_time": 0.0039519930724054575, "eta_seconds": 53021.90849485295, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 141559, "loss_box_reg": 0.00805488511105068, "loss_cls": 0.04438988113543019, "loss_rpn_cls": 0.0006745314697127469, "loss_rpn_loc": 0.002428963896818459, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5321376137435436, "total_loss": 0.05573702222693555}
{"data_time": 0.003925882512703538, "eta_seconds": 53030.81770393881, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1865079365079365, "fast_rcnn/fg_cls_accuracy": 0.8027777777777778, "iteration": 141579, "loss_box_reg": 0.007892799563705921, "loss_cls": 0.043939623108599335, "loss_rpn_cls": 0.0007916782476513617, "loss_rpn_loc": 0.001924505784700159, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380209470167756, "total_loss": 0.05501081302671196}
{"data_time": 0.003572834888473153, "eta_seconds": 53008.904549516505, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6754385964912281, "iteration": 141599, "loss_box_reg": 0.008612065605120733, "loss_cls": 0.044331456476356834, "loss_rpn_cls": 0.0008691214666214364, "loss_rpn_loc": 0.002390911244219751, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5309165744110942, "total_loss": 0.05763174315092101}
{"data_time": 0.0039508771151304245, "eta_seconds": 52998.1304914176, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3766891891891892, "fast_rcnn/fg_cls_accuracy": 0.6233108108108107, "iteration": 141619, "loss_box_reg": 0.008209765423089266, "loss_cls": 0.04263744875788689, "loss_rpn_cls": 0.0008705075941293217, "loss_rpn_loc": 0.002227277369456715, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5373849414754659, "total_loss": 0.05599407743130769}
{"data_time": 0.0045324338134378195, "eta_seconds": 52987.356433318695, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 141639, "loss_box_reg": 0.0081182110006921, "loss_cls": 0.0459387325681746, "loss_rpn_cls": 0.0012618978371392586, "loss_rpn_loc": 0.002285771910464973, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5382923160213977, "total_loss": 0.05883173778465789}
{"data_time": 0.003890126943588257, "eta_seconds": 52985.42221084051, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3142857142857143, "fast_rcnn/fg_cls_accuracy": 0.6642857142857144, "iteration": 141659, "loss_box_reg": 0.00866347734699957, "loss_cls": 0.04348112270236015, "loss_rpn_cls": 0.0005181062049359753, "loss_rpn_loc": 0.0019958449211117113, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5417053399141878, "total_loss": 0.055905709604871845}
{"data_time": 0.004096643999218941, "eta_seconds": 52976.93609563983, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4708333333333333, "fast_rcnn/fg_cls_accuracy": 0.5049242424242424, "iteration": 141679, "loss_box_reg": 0.008059937681537122, "loss_cls": 0.044350609299726784, "loss_rpn_cls": 0.0008159553068480818, "loss_rpn_loc": 0.001953367915120907, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5409909912850708, "total_loss": 0.058058138888441135}
{"data_time": 0.0040817109402269125, "eta_seconds": 52970.93005228741, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.48032407407407407, "fast_rcnn/fg_cls_accuracy": 0.5196759259259259, "iteration": 141699, "loss_box_reg": 0.008184385078493506, "loss_cls": 0.04804634628817439, "loss_rpn_cls": 0.0007276563743516817, "loss_rpn_loc": 0.0017540509998070775, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5435296611394733, "total_loss": 0.058646704632451474}
{"data_time": 0.003589465981349349, "eta_seconds": 52955.38345232024, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40704584040747027, "fast_rcnn/fg_cls_accuracy": 0.5929541595925297, "iteration": 141719, "loss_box_reg": 0.00799283548258245, "loss_cls": 0.04616248141974211, "loss_rpn_cls": 0.0009389338405583203, "loss_rpn_loc": 0.0018228044173156377, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5346795504447073, "total_loss": 0.057026646304962014}
{"data_time": 0.003941651899367571, "eta_seconds": 52949.37546787737, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27083333333333337, "fast_rcnn/fg_cls_accuracy": 0.6875, "iteration": 141739, "loss_box_reg": 0.007823740976164117, "loss_cls": 0.04087633633753285, "loss_rpn_cls": 0.0007885453344442794, "loss_rpn_loc": 0.0026102501797140576, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540320701431483, "total_loss": 0.05250924539495827}
{"data_time": 0.0038518093060702085, "eta_seconds": 52926.1547317605, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3880952380952381, "fast_rcnn/fg_cls_accuracy": 0.6011904761904762, "iteration": 141759, "loss_box_reg": 0.008436748117674142, "loss_cls": 0.04533861798699945, "loss_rpn_cls": 0.0005652817353620776, "loss_rpn_loc": 0.0022085664058977272, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5415196195244789, "total_loss": 0.057981549693124634}
{"data_time": 0.004183617886155844, "eta_seconds": 52927.82088346733, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.39642857142857146, "fast_rcnn/fg_cls_accuracy": 0.6035714285714285, "iteration": 141779, "loss_box_reg": 0.008885986084351316, "loss_cls": 0.045474155806005, "loss_rpn_cls": 0.0006924264651502199, "loss_rpn_loc": 0.002253064061733312, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393741810694337, "total_loss": 0.05845724397795493}
{"data_time": 0.0036827053409069777, "eta_seconds": 52924.77457244042, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4028520499108734, "fast_rcnn/fg_cls_accuracy": 0.5746054519368724, "iteration": 141799, "loss_box_reg": 0.007968550780788064, "loss_cls": 0.044728161476086825, "loss_rpn_cls": 0.0007325885169393587, "loss_rpn_loc": 0.0022603424731642008, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5440557766705751, "total_loss": 0.05765336308945734}
{"data_time": 0.004301639506593347, "eta_seconds": 52901.50184402126, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5138528138528138, "fast_rcnn/fg_cls_accuracy": 0.4861471861471861, "iteration": 141819, "loss_box_reg": 0.007983621733728796, "loss_cls": 0.04492026433581486, "loss_rpn_cls": 0.0013321560777512786, "loss_rpn_loc": 0.002369344114413252, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5330210120882839, "total_loss": 0.05984588218598219}
{"data_time": 0.003718331456184387, "eta_seconds": 52900.119658729294, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4357284113381674, "fast_rcnn/fg_cls_accuracy": 0.5642715886618326, "iteration": 141839, "loss_box_reg": 0.007303312420845032, "loss_cls": 0.043425987707450986, "loss_rpn_cls": 0.0009073806463675282, "loss_rpn_loc": 0.002428860741929384, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400251746177673, "total_loss": 0.0553513454892709}
{"data_time": 0.0036183686461299658, "eta_seconds": 52884.711714647245, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3318050193050193, "fast_rcnn/fg_cls_accuracy": 0.6681949806949807, "iteration": 141859, "loss_box_reg": 0.008078117767581716, "loss_cls": 0.044156458461657166, "loss_rpn_cls": 0.0016345798159136393, "loss_rpn_loc": 0.0025709285655466374, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.537300884258002, "total_loss": 0.058363754318634165}
{"data_time": 0.004155461909249425, "eta_seconds": 52910.00534742605, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3704268292682927, "fast_rcnn/fg_cls_accuracy": 0.6295731707317074, "iteration": 141879, "loss_box_reg": 0.007933583692647517, "loss_cls": 0.0417993082664907, "loss_rpn_cls": 0.0010621969710200574, "loss_rpn_loc": 0.0025471341541560832, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5440014281775802, "total_loss": 0.054016526355951555}
{"data_time": 0.003706417977809906, "eta_seconds": 52906.334118804196, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.334640522875817, "fast_rcnn/fg_cls_accuracy": 0.6653594771241831, "iteration": 141899, "loss_box_reg": 0.00804133981000632, "loss_cls": 0.04741532064508647, "loss_rpn_cls": 0.0008024756120903476, "loss_rpn_loc": 0.0028575217747857096, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414124638773501, "total_loss": 0.060508318607958245}
{"data_time": 0.004038059618324041, "eta_seconds": 52905.67526698229, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.605952380952381, "iteration": 141919, "loss_box_reg": 0.008168126922100782, "loss_cls": 0.04507697245571762, "loss_rpn_cls": 0.0005373084907773773, "loss_rpn_loc": 0.00223104815086117, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379945284221321, "total_loss": 0.05720771411313308}
{"data_time": 0.004563982365652919, "eta_seconds": 52887.48576267483, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.426812585499316, "fast_rcnn/fg_cls_accuracy": 0.573187414500684, "iteration": 141939, "loss_box_reg": 0.008471292268950492, "loss_cls": 0.04355781269259751, "loss_rpn_cls": 0.001149276382136577, "loss_rpn_loc": 0.0020467197318794206, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5359922691714019, "total_loss": 0.05742327610857956}
{"data_time": 0.004689485067501664, "eta_seconds": 52866.86676926445, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3606271777003484, "fast_rcnn/fg_cls_accuracy": 0.6393728222996515, "iteration": 141959, "loss_box_reg": 0.008830964041408151, "loss_cls": 0.043799096369184554, "loss_rpn_cls": 0.0005928408992232903, "loss_rpn_loc": 0.0020202901596348966, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5380563500802964, "total_loss": 0.05640039175830225}
{"data_time": 0.003780852537602186, "eta_seconds": 52844.922868105816, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4044642857142857, "fast_rcnn/fg_cls_accuracy": 0.5955357142857143, "iteration": 141979, "loss_box_reg": 0.007710014295298606, "loss_cls": 0.04542375751771033, "loss_rpn_cls": 0.0010869097669115035, "loss_rpn_loc": 0.0023893256056908285, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5308687870856375, "total_loss": 0.05830980477094272}
{"data_time": 0.003862181445583701, "eta_seconds": 52824.87088152417, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45346320346320346, "fast_rcnn/fg_cls_accuracy": 0.5465367965367965, "iteration": 141999, "loss_box_reg": 0.00876421233988367, "loss_cls": 0.04602573491865769, "loss_rpn_cls": 0.0009197130116262997, "loss_rpn_loc": 0.0026935986379612586, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377594055607915, "total_loss": 0.058345855652987666}
{"data_time": 0.004136175615713, "eta_seconds": 52814.09040563484, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4369034994697773, "fast_rcnn/fg_cls_accuracy": 0.5568035943517331, "iteration": 142019, "loss_box_reg": 0.00839997551520355, "loss_cls": 0.043439090775791556, "loss_rpn_cls": 0.0007836843741984012, "loss_rpn_loc": 0.0024681658069312107, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366691793315113, "total_loss": 0.05630645299083881}
{"data_time": 0.0038986059371382, "eta_seconds": 52823.728191102855, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4562193126022913, "fast_rcnn/fg_cls_accuracy": 0.5437806873977087, "iteration": 142039, "loss_box_reg": 0.008039687963901088, "loss_cls": 0.043346424790797755, "loss_rpn_cls": 0.00043346133600152825, "loss_rpn_loc": 0.0017139676656370284, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423038324806839, "total_loss": 0.05391512935227638}
{"data_time": 0.0042566885240375996, "eta_seconds": 52801.79339758982, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 142059, "loss_box_reg": 0.007970832928549498, "loss_cls": 0.04659717885078862, "loss_rpn_cls": 0.0008852591668073728, "loss_rpn_loc": 0.002071852457447676, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5455717360600829, "total_loss": 0.058506877129531176}
{"data_time": 0.003939456306397915, "eta_seconds": 52784.985616545426, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4197478991596638, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 142079, "loss_box_reg": 0.00858874901314266, "loss_cls": 0.049241081171203405, "loss_rpn_cls": 0.0006251317632859354, "loss_rpn_loc": 0.0023105723466869676, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5337783447466791, "total_loss": 0.06138243304678781}
{"data_time": 0.003677071537822485, "eta_seconds": 52780.22866233182, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24316334072431633, "fast_rcnn/fg_cls_accuracy": 0.6794258373205742, "iteration": 142099, "loss_box_reg": 0.007691718215937726, "loss_cls": 0.04087408585473895, "loss_rpn_cls": 0.0004501104367591324, "loss_rpn_loc": 0.0021347403981053503, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5362509542610496, "total_loss": 0.05161778980289}
{"data_time": 0.003647771431133151, "eta_seconds": 52757.80531786778, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33638443935926776, "fast_rcnn/fg_cls_accuracy": 0.6266002844950214, "iteration": 142119, "loss_box_reg": 0.009142209659330547, "loss_cls": 0.04211326444055885, "loss_rpn_cls": 0.0007728314464259256, "loss_rpn_loc": 0.002338471405892051, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339137420523912, "total_loss": 0.05523453355257857}
{"data_time": 0.004762153839692473, "eta_seconds": 52738.37553538638, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.603030303030303, "iteration": 142139, "loss_box_reg": 0.008747247775318101, "loss_cls": 0.044259524351218715, "loss_rpn_cls": 0.0008513712770650272, "loss_rpn_loc": 0.0023810471247998066, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391366798430681, "total_loss": 0.058019860493232045}
{"data_time": 0.0038276826962828636, "eta_seconds": 52702.35726482654, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.45903010033444813, "fast_rcnn/fg_cls_accuracy": 0.5409698996655519, "iteration": 142159, "loss_box_reg": 0.007745183364022523, "loss_cls": 0.040335073601454496, "loss_rpn_cls": 0.0006840745814997717, "loss_rpn_loc": 0.0022068347861932125, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366299445740879, "total_loss": 0.054691644178205934}
{"data_time": 0.0038504928816109896, "eta_seconds": 52710.81479644496, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.6904761904761905, "iteration": 142179, "loss_box_reg": 0.007756304461508989, "loss_cls": 0.04182464047335088, "loss_rpn_cls": 0.0004396507315505005, "loss_rpn_loc": 0.0019966788313467987, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415142711717635, "total_loss": 0.05309358740555581}
{"data_time": 0.003892643842846155, "eta_seconds": 52706.04087160691, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5166666666666666, "fast_rcnn/fg_cls_accuracy": 0.48333333333333334, "iteration": 142199, "loss_box_reg": 0.009261823928682134, "loss_cls": 0.04451733417226933, "loss_rpn_cls": 0.0008298557205534962, "loss_rpn_loc": 0.0017152851305581862, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538149430649355, "total_loss": 0.05677356060888883}
{"data_time": 0.004323509288951755, "eta_seconds": 52709.51765782037, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3722943722943723, "fast_rcnn/fg_cls_accuracy": 0.6095238095238096, "iteration": 142219, "loss_box_reg": 0.008291970822028816, "loss_cls": 0.04386350279673934, "loss_rpn_cls": 0.0011811694639334291, "loss_rpn_loc": 0.001946086915268097, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5360070476308465, "total_loss": 0.05698469592539368}
{"data_time": 0.003425305476412177, "eta_seconds": 52693.12538368092, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.17615042058386937, "fast_rcnn/fg_cls_accuracy": 0.8102836879432624, "iteration": 142239, "loss_box_reg": 0.00793341628741473, "loss_cls": 0.04665012285113335, "loss_rpn_cls": 0.0009098110067498055, "loss_rpn_loc": 0.002452752987665008, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364707424305379, "total_loss": 0.05917852935647261}
{"data_time": 0.003590137930586934, "eta_seconds": 52663.974179551704, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3923895253682488, "fast_rcnn/fg_cls_accuracy": 0.6076104746317512, "iteration": 142259, "loss_box_reg": 0.008236036141170189, "loss_cls": 0.04514414397999644, "loss_rpn_cls": 0.0010777730805102692, "loss_rpn_loc": 0.0020558039177558385, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5311185682658106, "total_loss": 0.05995770480365081}
{"data_time": 0.0040527344681322575, "eta_seconds": 52646.01099889423, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38370370370370366, "fast_rcnn/fg_cls_accuracy": 0.6162962962962963, "iteration": 142279, "loss_box_reg": 0.008086209883913398, "loss_cls": 0.045682783355005085, "loss_rpn_cls": 0.0007447722018127934, "loss_rpn_loc": 0.002668139231900568, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5446982581634074, "total_loss": 0.0590618587696099}
{"data_time": 0.0040009766817092896, "eta_seconds": 52635.23623993783, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35238095238095235, "fast_rcnn/fg_cls_accuracy": 0.6476190476190475, "iteration": 142299, "loss_box_reg": 0.008604153292253613, "loss_cls": 0.04437943792436272, "loss_rpn_cls": 0.0010177788853411585, "loss_rpn_loc": 0.002245985400804784, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5483587747439742, "total_loss": 0.05897724496782075}
{"data_time": 0.004460409516468644, "eta_seconds": 52631.645489945775, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.22783251231527094, "fast_rcnn/fg_cls_accuracy": 0.7543103448275862, "iteration": 142319, "loss_box_reg": 0.008163233404047787, "loss_cls": 0.044620008673518896, "loss_rpn_cls": 0.0009128539527409885, "loss_rpn_loc": 0.002305109861481469, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538182512158528, "total_loss": 0.05678110075882614}
{"data_time": 0.00418499787338078, "eta_seconds": 52626.45235116547, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3943173943173943, "fast_rcnn/fg_cls_accuracy": 0.5875547217010632, "iteration": 142339, "loss_box_reg": 0.008676059864228591, "loss_cls": 0.0427772069524508, "loss_rpn_cls": 0.0007354356247049054, "loss_rpn_loc": 0.0018520074008847587, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420272129122168, "total_loss": 0.0536881806380336}
{"data_time": 0.004174480214715004, "eta_seconds": 52615.674977935385, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3559577677224736, "fast_rcnn/fg_cls_accuracy": 0.6440422322775264, "iteration": 142359, "loss_box_reg": 0.007997899607289582, "loss_cls": 0.044123093131929636, "loss_rpn_cls": 0.000801047945742539, "loss_rpn_loc": 0.0018476872355677187, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406737152952701, "total_loss": 0.05688347766658808}
{"data_time": 0.0036297475453466177, "eta_seconds": 52604.8976047053, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 142379, "loss_box_reg": 0.009173390280921012, "loss_cls": 0.04546005727024749, "loss_rpn_cls": 0.0006117464625958746, "loss_rpn_loc": 0.002313355442311149, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358762454707175, "total_loss": 0.05900194570347139}
{"data_time": 0.0039604955818504095, "eta_seconds": 52592.26786628459, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.48917748917748916, "fast_rcnn/fg_cls_accuracy": 0.5108225108225108, "iteration": 142399, "loss_box_reg": 0.00832044452545233, "loss_cls": 0.04536538477987051, "loss_rpn_cls": 0.0006003975449857535, "loss_rpn_loc": 0.0025578463355486747, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400436560157686, "total_loss": 0.05616250122943711}
{"data_time": 0.0041260807774960995, "eta_seconds": 52581.49087263364, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.36867636867636866, "fast_rcnn/fg_cls_accuracy": 0.6313236313236313, "iteration": 142419, "loss_box_reg": 0.008136655844282359, "loss_cls": 0.043963852571323514, "loss_rpn_cls": 0.0010507359539246863, "loss_rpn_loc": 0.0017893123367684893, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369593703653663, "total_loss": 0.05587506265271713}
{"data_time": 0.0037243813276290894, "eta_seconds": 52572.565485015046, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35085106382978726, "fast_rcnn/fg_cls_accuracy": 0.6491489361702127, "iteration": 142439, "loss_box_reg": 0.009394045773660764, "loss_cls": 0.047901611658744514, "loss_rpn_cls": 0.0006733817449458002, "loss_rpn_loc": 0.0023637899739696877, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.545629576779902, "total_loss": 0.06105946397582329}
{"data_time": 0.003626185702160001, "eta_seconds": 52576.780516102444, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4705159705159705, "fast_rcnn/fg_cls_accuracy": 0.5294840294840295, "iteration": 142459, "loss_box_reg": 0.008034130136366002, "loss_cls": 0.04361519461963326, "loss_rpn_cls": 0.0014290761120037132, "loss_rpn_loc": 0.0026060380441776942, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388524909503758, "total_loss": 0.05732265949221471}
{"data_time": 0.003964107483625412, "eta_seconds": 52551.010738554876, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4627742946708464, "fast_rcnn/fg_cls_accuracy": 0.5372257053291536, "iteration": 142479, "loss_box_reg": 0.008313442347571254, "loss_cls": 0.043510826071724296, "loss_rpn_cls": 0.0008253471810348856, "loss_rpn_loc": 0.0021530558642552933, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5433235154487193, "total_loss": 0.05609409091607631}
{"data_time": 0.003824384417384863, "eta_seconds": 52547.04268724471, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43445378151260505, "fast_rcnn/fg_cls_accuracy": 0.5512605042016807, "iteration": 142499, "loss_box_reg": 0.008243891294114292, "loss_cls": 0.04545753647107631, "loss_rpn_cls": 0.000410517834438906, "loss_rpn_loc": 0.0018783751074806787, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381882197689265, "total_loss": 0.055994731327132286}
{"data_time": 0.004268263466656208, "eta_seconds": 52547.80060340953, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.49818840579710144, "fast_rcnn/fg_cls_accuracy": 0.5018115942028986, "iteration": 142519, "loss_box_reg": 0.008475897571770474, "loss_cls": 0.04175037064123899, "loss_rpn_cls": 0.0007740559321973706, "loss_rpn_loc": 0.0025392342467966955, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5427510829176754, "total_loss": 0.053258374487199944}
{"data_time": 0.004083950538188219, "eta_seconds": 52533.6587268929, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.17609351432880843, "fast_rcnn/fg_cls_accuracy": 0.8239064856711915, "iteration": 142539, "loss_box_reg": 0.007968004152644426, "loss_cls": 0.04326054884586483, "loss_rpn_cls": 0.0006062708966538821, "loss_rpn_loc": 0.0019484400672808988, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404537448193878, "total_loss": 0.05533472822469321}
{"data_time": 0.0040667850989848375, "eta_seconds": 52532.23420686484, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5457142857142857, "fast_rcnn/fg_cls_accuracy": 0.4542857142857143, "iteration": 142559, "loss_box_reg": 0.008108999521937221, "loss_cls": 0.04409504935028963, "loss_rpn_cls": 0.0011318091139855824, "loss_rpn_loc": 0.002191572006267961, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5386760185938329, "total_loss": 0.057080565677139816}
{"data_time": 0.004114486277103424, "eta_seconds": 52537.84003618127, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4105263157894737, "fast_rcnn/fg_cls_accuracy": 0.5894736842105264, "iteration": 142579, "loss_box_reg": 0.008160600322298706, "loss_cls": 0.0449093651259318, "loss_rpn_cls": 0.0007696028259260856, "loss_rpn_loc": 0.0021124276900081895, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431974695529789, "total_loss": 0.05431865777779876}
{"data_time": 0.00431437510997057, "eta_seconds": 52543.36568284314, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.513157894736842, "fast_rcnn/fg_cls_accuracy": 0.4807445442875481, "iteration": 142599, "loss_box_reg": 0.007856434065615758, "loss_cls": 0.04390499816508964, "loss_rpn_cls": 0.000697150377845901, "loss_rpn_loc": 0.0019638136036519427, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5391273186542094, "total_loss": 0.05434328464366445}
{"data_time": 0.004209652543067932, "eta_seconds": 52516.268572108354, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 142619, "loss_box_reg": 0.008214466943172738, "loss_cls": 0.04331592156086117, "loss_rpn_cls": 0.0006488129179160751, "loss_rpn_loc": 0.0022462179804279003, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5352271243464202, "total_loss": 0.054483490604525286}
{"data_time": 0.003909347811713815, "eta_seconds": 52505.4828400719, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24664634146341463, "fast_rcnn/fg_cls_accuracy": 0.7533536585365854, "iteration": 142639, "loss_box_reg": 0.008123014093143865, "loss_cls": 0.041553255752660334, "loss_rpn_cls": 0.0007713296660085689, "loss_rpn_loc": 0.0020635475157178007, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391369815915823, "total_loss": 0.05335436937366467}
{"data_time": 0.004365855595096946, "eta_seconds": 52472.33264468447, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25584795321637427, "fast_rcnn/fg_cls_accuracy": 0.6734449760765551, "iteration": 142659, "loss_box_reg": 0.008608804433606565, "loss_cls": 0.043614655383862555, "loss_rpn_cls": 0.0009760103000928666, "loss_rpn_loc": 0.0017850206149887526, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540107355453074, "total_loss": 0.055907369054693845}
{"data_time": 0.0038877043407410383, "eta_seconds": 52450.03375724703, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23590733590733592, "fast_rcnn/fg_cls_accuracy": 0.7640926640926642, "iteration": 142679, "loss_box_reg": 0.009468610602198169, "loss_cls": 0.045284337567863986, "loss_rpn_cls": 0.0010615062651595508, "loss_rpn_loc": 0.0021768672704638448, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5310073150321841, "total_loss": 0.05850353257766017}
{"data_time": 0.004249682882800698, "eta_seconds": 52450.77037076303, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43189964157706096, "fast_rcnn/fg_cls_accuracy": 0.5681003584229392, "iteration": 142699, "loss_box_reg": 0.007874618662754074, "loss_cls": 0.04381449171341956, "loss_rpn_cls": 0.0008006256979342652, "loss_rpn_loc": 0.002078141948004486, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423419347498566, "total_loss": 0.05473101629740995}
{"data_time": 0.0038449170533567667, "eta_seconds": 52474.952948276186, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.32934553131597466, "fast_rcnn/fg_cls_accuracy": 0.61963406052076, "iteration": 142719, "loss_box_reg": 0.007753429264994338, "loss_cls": 0.045865068765124306, "loss_rpn_cls": 0.0007962070673102062, "loss_rpn_loc": 0.0029438885212584864, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540596836945042, "total_loss": 0.055765821127863546}
{"data_time": 0.004317363258451223, "eta_seconds": 52435.19289820385, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.428030303030303, "fast_rcnn/fg_cls_accuracy": 0.571969696969697, "iteration": 142739, "loss_box_reg": 0.008040562854148448, "loss_cls": 0.04542617290280759, "loss_rpn_cls": 0.0014305488612080808, "loss_rpn_loc": 0.002541597525123507, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366908896248788, "total_loss": 0.057754507996321536}
{"data_time": 0.004230584017932415, "eta_seconds": 52424.41053057485, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.37228260869565216, "fast_rcnn/fg_cls_accuracy": 0.6277173913043479, "iteration": 142759, "loss_box_reg": 0.007603374047903344, "loss_cls": 0.04274562525097281, "loss_rpn_cls": 0.0007668408250083303, "loss_rpn_loc": 0.001865468782852986, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5380114912986755, "total_loss": 0.05524654222315917}
{"data_time": 0.00411101384088397, "eta_seconds": 52413.62816294585, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3611111111111111, "fast_rcnn/fg_cls_accuracy": 0.6282679738562091, "iteration": 142779, "loss_box_reg": 0.0076881240820512176, "loss_cls": 0.042672466253861785, "loss_rpn_cls": 0.0008775273008154727, "loss_rpn_loc": 0.0021413761423900723, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376393268816173, "total_loss": 0.05317824530987991}
{"data_time": 0.003670895704999566, "eta_seconds": 52395.06159933773, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3578431372549019, "fast_rcnn/fg_cls_accuracy": 0.642156862745098, "iteration": 142799, "loss_box_reg": 0.00804981222609058, "loss_cls": 0.045810705225449055, "loss_rpn_cls": 0.0010254120311401493, "loss_rpn_loc": 0.0020893268811050802, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406019922811538, "total_loss": 0.05740921166534463}
{"data_time": 0.004616520367562771, "eta_seconds": 52408.41125174379, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4284436493738819, "fast_rcnn/fg_cls_accuracy": 0.5595533498759305, "iteration": 142819, "loss_box_reg": 0.008172066824045032, "loss_cls": 0.0403720629401505, "loss_rpn_cls": 0.0009232827375740271, "loss_rpn_loc": 0.0021679177079931833, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5378058159258217, "total_loss": 0.05275708192735351}
{"data_time": 0.00399225065484643, "eta_seconds": 52373.500067419605, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34959349593495936, "fast_rcnn/fg_cls_accuracy": 0.6504065040650406, "iteration": 142839, "loss_box_reg": 0.008114233234664425, "loss_cls": 0.04195324570173398, "loss_rpn_cls": 0.0005859163028532066, "loss_rpn_loc": 0.002427005430945428, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.535422737011686, "total_loss": 0.05459751261639667}
{"data_time": 0.0043230128940194845, "eta_seconds": 52399.434672222706, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.6071428571428572, "fast_rcnn/fg_cls_accuracy": 0.39285714285714285, "iteration": 142859, "loss_box_reg": 0.007524004846345633, "loss_cls": 0.04627441498450935, "loss_rpn_cls": 0.0011094837215068765, "loss_rpn_loc": 0.001642827517571277, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420479220338166, "total_loss": 0.05862795002860821}
{"data_time": 0.004046292742714286, "eta_seconds": 52351.93853550148, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4114114114114114, "fast_rcnn/fg_cls_accuracy": 0.5885885885885886, "iteration": 142879, "loss_box_reg": 0.008530979830538854, "loss_cls": 0.045064483070746064, "loss_rpn_cls": 0.0011856271589749667, "loss_rpn_loc": 0.0018757138695946196, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411271564662457, "total_loss": 0.0587991223248423}
{"data_time": 0.0046058050356805325, "eta_seconds": 52324.685900723096, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3030846484935438, "fast_rcnn/fg_cls_accuracy": 0.6913372582001682, "iteration": 142899, "loss_box_reg": 0.00806334285880439, "loss_cls": 0.045602947706356645, "loss_rpn_cls": 0.0010649693546156414, "loss_rpn_loc": 0.0023950553259055596, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5389247259590775, "total_loss": 0.05769123821141875}
{"data_time": 0.0041581380646675825, "eta_seconds": 52336.903088991996, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4951298701298701, "fast_rcnn/fg_cls_accuracy": 0.49891774891774887, "iteration": 142919, "loss_box_reg": 0.00824638208723627, "loss_cls": 0.04490406910190359, "loss_rpn_cls": 0.001051469337198796, "loss_rpn_loc": 0.0025209880877810065, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5443186725024134, "total_loss": 0.05738782987646118}
{"data_time": 0.0037408950738608837, "eta_seconds": 52309.90974725038, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3560855263157895, "fast_rcnn/fg_cls_accuracy": 0.6439144736842105, "iteration": 142939, "loss_box_reg": 0.008109931426588446, "loss_cls": 0.043969472171738744, "loss_rpn_cls": 0.0005350306255422765, "loss_rpn_loc": 0.0019310888128529768, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5338089296128601, "total_loss": 0.05617622335580563}
{"data_time": 0.00431694183498621, "eta_seconds": 52315.33886815002, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35641025641025637, "fast_rcnn/fg_cls_accuracy": 0.6435897435897435, "iteration": 142959, "loss_box_reg": 0.008492196735460311, "loss_cls": 0.042420972138643265, "loss_rpn_cls": 0.0013119087454924738, "loss_rpn_loc": 0.0023045722100505373, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5423439999576658, "total_loss": 0.05732133905661385}
{"data_time": 0.003908701939508319, "eta_seconds": 52317.322717730654, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34444444444444444, "fast_rcnn/fg_cls_accuracy": 0.6555555555555556, "iteration": 142979, "loss_box_reg": 0.00750630020047538, "loss_cls": 0.04435731781995855, "loss_rpn_cls": 0.0010888260549108963, "loss_rpn_loc": 0.002268364409246715, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.534316084580496, "total_loss": 0.05657671225617378}
{"data_time": 0.004013488069176674, "eta_seconds": 52314.68953207182, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3968023255813954, "fast_rcnn/fg_cls_accuracy": 0.5764119601328903, "iteration": 142999, "loss_box_reg": 0.008944146131398156, "loss_cls": 0.046653067925944924, "loss_rpn_cls": 0.0007608764467477158, "loss_rpn_loc": 0.002322206346434541, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5384101502131671, "total_loss": 0.05973271785410361}
{"data_time": 0.00412721186876297, "eta_seconds": 52314.80333740753, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4477941176470588, "fast_rcnn/fg_cls_accuracy": 0.5522058823529412, "iteration": 143019, "loss_box_reg": 0.008124227722873911, "loss_cls": 0.04326840123394504, "loss_rpn_cls": 0.0007254994466165954, "loss_rpn_loc": 0.002325600158656016, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5455065397545695, "total_loss": 0.05591112126251119}
{"data_time": 0.003759011859074235, "eta_seconds": 52304.01466677361, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5141935483870967, "fast_rcnn/fg_cls_accuracy": 0.48580645161290326, "iteration": 143039, "loss_box_reg": 0.008599791122833267, "loss_cls": 0.04214345396030694, "loss_rpn_cls": 0.0012671073476440142, "loss_rpn_loc": 0.002140164917364018, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5421062011737376, "total_loss": 0.055508352046217624}
{"data_time": 0.0038519895169883966, "eta_seconds": 52282.330263900105, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32791537667698656, "fast_rcnn/fg_cls_accuracy": 0.6720846233230134, "iteration": 143059, "loss_box_reg": 0.007922678458271548, "loss_cls": 0.042859863955527544, "loss_rpn_cls": 0.0006566027711869538, "loss_rpn_loc": 0.001958228924195282, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349145359359682, "total_loss": 0.05400752941000064}
{"data_time": 0.003985056187957525, "eta_seconds": 52280.763095567236, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2238095238095238, "fast_rcnn/fg_cls_accuracy": 0.7761904761904762, "iteration": 143079, "loss_box_reg": 0.008710295456694439, "loss_cls": 0.044023652793839574, "loss_rpn_cls": 0.0006702319103055743, "loss_rpn_loc": 0.002631720944918925, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5405188694130629, "total_loss": 0.055062832660155436}
{"data_time": 0.004385968670248985, "eta_seconds": 52269.97477041674, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37438905180840665, "fast_rcnn/fg_cls_accuracy": 0.6256109481915934, "iteration": 143099, "loss_box_reg": 0.007731360528850928, "loss_cls": 0.044709226523991674, "loss_rpn_cls": 0.0009013461011022628, "loss_rpn_loc": 0.0022541272155649494, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5385781736113131, "total_loss": 0.05797167612968224}
{"data_time": 0.00406788382679224, "eta_seconds": 52259.18644526624, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44155844155844154, "fast_rcnn/fg_cls_accuracy": 0.5584415584415584, "iteration": 143119, "loss_box_reg": 0.007883890706580132, "loss_cls": 0.04328000845271163, "loss_rpn_cls": 0.0005631519546795971, "loss_rpn_loc": 0.0018905185024777893, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5380660009104759, "total_loss": 0.05458453090773219}
{"data_time": 0.004073414485901594, "eta_seconds": 52250.071313604014, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35333863275039745, "fast_rcnn/fg_cls_accuracy": 0.6466613672496025, "iteration": 143139, "loss_box_reg": 0.008380200684769079, "loss_cls": 0.043168016971321777, "loss_rpn_cls": 0.0008111945003577148, "loss_rpn_loc": 0.0017978842533921124, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5403414762113243, "total_loss": 0.05802254847884569}
{"data_time": 0.004106889478862286, "eta_seconds": 52235.96722832322, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.21232020012507818, "fast_rcnn/fg_cls_accuracy": 0.7598091198303287, "iteration": 143159, "loss_box_reg": 0.008708988170837983, "loss_cls": 0.04461877542780712, "loss_rpn_cls": 0.000494314641400706, "loss_rpn_loc": 0.002113918986651697, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535801196936518, "total_loss": 0.0573268364305477}
{"data_time": 0.003993085585534573, "eta_seconds": 52217.61172755668, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5058035714285714, "fast_rcnn/fg_cls_accuracy": 0.4799107142857143, "iteration": 143179, "loss_box_reg": 0.008201485237805173, "loss_cls": 0.04388861509505659, "loss_rpn_cls": 0.000764876086464028, "loss_rpn_loc": 0.002256056204714696, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5477799349464476, "total_loss": 0.056777857952397426}
{"data_time": 0.0036982190795242786, "eta_seconds": 52206.825304832775, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3230550284629981, "fast_rcnn/fg_cls_accuracy": 0.676944971537002, "iteration": 143199, "loss_box_reg": 0.008084631437668577, "loss_cls": 0.042929892195388675, "loss_rpn_cls": 0.0010550175137495899, "loss_rpn_loc": 0.0026078197188326158, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385105621535331, "total_loss": 0.055769347010482306}
{"data_time": 0.0038633057847619057, "eta_seconds": 52196.03888210887, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25914634146341464, "fast_rcnn/fg_cls_accuracy": 0.7408536585365854, "iteration": 143219, "loss_box_reg": 0.008070402342127636, "loss_cls": 0.04478587885387242, "loss_rpn_cls": 0.0007958398700793623, "loss_rpn_loc": 0.0021698134296457283, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360310559626669, "total_loss": 0.056917076074228135}
{"data_time": 0.003617573529481888, "eta_seconds": 52210.527571248356, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2845744680851064, "fast_rcnn/fg_cls_accuracy": 0.7154255319148937, "iteration": 143239, "loss_box_reg": 0.008402029314311221, "loss_cls": 0.04523348598740995, "loss_rpn_cls": 0.0006525089972910791, "loss_rpn_loc": 0.002141361310350476, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5427742695901543, "total_loss": 0.05756243746444056}
{"data_time": 0.004378348123282194, "eta_seconds": 52199.735924289096, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 143259, "loss_box_reg": 0.008671545569086447, "loss_cls": 0.04476720344973728, "loss_rpn_cls": 0.0008488875452030697, "loss_rpn_loc": 0.0016819214033603203, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5297283169347793, "total_loss": 0.05686160110775518}
{"data_time": 0.003644319484010339, "eta_seconds": 52171.239312797785, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3426067073170732, "fast_rcnn/fg_cls_accuracy": 0.6573932926829269, "iteration": 143279, "loss_box_reg": 0.0073374860803596675, "loss_cls": 0.045086971833370626, "loss_rpn_cls": 0.0009497731396095332, "loss_rpn_loc": 0.0019917664540116675, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354146999306977, "total_loss": 0.05421883159920071}
{"data_time": 0.004337957361713052, "eta_seconds": 52132.07514235051, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35697115384615385, "fast_rcnn/fg_cls_accuracy": 0.6430288461538461, "iteration": 143299, "loss_box_reg": 0.007705028372583911, "loss_cls": 0.04449886572547257, "loss_rpn_cls": 0.0009105630642807228, "loss_rpn_loc": 0.0023213492077047704, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377164541278034, "total_loss": 0.057154173450499}
{"data_time": 0.0039962108712643385, "eta_seconds": 52133.98210359528, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2373358348968105, "fast_rcnn/fg_cls_accuracy": 0.7248280175109443, "iteration": 143319, "loss_box_reg": 0.008662615728098899, "loss_cls": 0.044124509673565626, "loss_rpn_cls": 0.0004586198465403868, "loss_rpn_loc": 0.0019061581369896885, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5372922967653722, "total_loss": 0.05610139288660321}
{"data_time": 0.004270726116374135, "eta_seconds": 52083.69514218462, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4834558823529412, "fast_rcnn/fg_cls_accuracy": 0.5165441176470589, "iteration": 143339, "loss_box_reg": 0.008489908825140446, "loss_cls": 0.044092990923672915, "loss_rpn_cls": 0.0009041358600825333, "loss_rpn_loc": 0.0019766402765526436, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369689438957721, "total_loss": 0.05750652482117857}
{"data_time": 0.004033357370644808, "eta_seconds": 52076.73602335015, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.34182908545727136, "fast_rcnn/fg_cls_accuracy": 0.6581709145427286, "iteration": 143359, "loss_box_reg": 0.008260521513875574, "loss_cls": 0.04340755281737074, "loss_rpn_cls": 0.0007063822455961599, "loss_rpn_loc": 0.002570450942585012, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5483186971396208, "total_loss": 0.057636475632762085}
{"data_time": 0.003991929581388831, "eta_seconds": 52073.12972967513, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4173076923076923, "fast_rcnn/fg_cls_accuracy": 0.49926739926739927, "iteration": 143379, "loss_box_reg": 0.008163227728800848, "loss_cls": 0.04164850211236626, "loss_rpn_cls": 0.000902599490132161, "loss_rpn_loc": 0.0019468738828436472, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5448133344762027, "total_loss": 0.05296628136284198}
{"data_time": 0.003989731194451451, "eta_seconds": 52055.1813059845, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3534002229654404, "fast_rcnn/fg_cls_accuracy": 0.6465997770345597, "iteration": 143399, "loss_box_reg": 0.008374254422960803, "loss_cls": 0.043890200031455606, "loss_rpn_cls": 0.0010335531121086206, "loss_rpn_loc": 0.0020512258015514817, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374661956448108, "total_loss": 0.05637032591926072}
{"data_time": 0.004106484353542328, "eta_seconds": 52051.57204356976, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2830825116761806, "fast_rcnn/fg_cls_accuracy": 0.7169174883238194, "iteration": 143419, "loss_box_reg": 0.007782661195960827, "loss_cls": 0.04088390141259879, "loss_rpn_cls": 0.0006942379313557012, "loss_rpn_loc": 0.0023550811392851756, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5390343898907304, "total_loss": 0.05400448279590364}
{"data_time": 0.004011023556813598, "eta_seconds": 52047.2011227021, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40401785714285715, "fast_rcnn/fg_cls_accuracy": 0.578125, "iteration": 143439, "loss_box_reg": 0.008229675848269835, "loss_cls": 0.04542329430114478, "loss_rpn_cls": 0.001045884442106626, "loss_rpn_loc": 0.0023602339388162363, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5406016672495753, "total_loss": 0.05841363154523549}
{"data_time": 0.004109036643058062, "eta_seconds": 52066.60180942202, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37286324786324787, "fast_rcnn/fg_cls_accuracy": 0.5943517329910142, "iteration": 143459, "loss_box_reg": 0.010208630847046152, "loss_cls": 0.04322232323465869, "loss_rpn_cls": 0.0009574827269318575, "loss_rpn_loc": 0.002074894684483297, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457181055098772, "total_loss": 0.05661565083858022}
{"data_time": 0.003923387033864856, "eta_seconds": 52035.42545671947, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3295454545454546, "fast_rcnn/fg_cls_accuracy": 0.5717703349282297, "iteration": 143479, "loss_box_reg": 0.00791967095574364, "loss_cls": 0.044852895254734904, "loss_rpn_cls": 0.0010106761800443564, "loss_rpn_loc": 0.00235146538943809, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5390240394044667, "total_loss": 0.05569478303164033}
{"data_time": 0.003697475418448448, "eta_seconds": 52036.91942552361, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2702020202020202, "fast_rcnn/fg_cls_accuracy": 0.6701773835920177, "iteration": 143499, "loss_box_reg": 0.008857527369400486, "loss_cls": 0.04574065329506993, "loss_rpn_cls": 0.0007705212595396915, "loss_rpn_loc": 0.0019989740394521505, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5403240104205906, "total_loss": 0.05735243210119734}
{"data_time": 0.004179246490821242, "eta_seconds": 52013.86106121726, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1951219512195122, "fast_rcnn/fg_cls_accuracy": 0.7682926829268293, "iteration": 143519, "loss_box_reg": 0.007920145522803068, "loss_cls": 0.04329236375633627, "loss_rpn_cls": 0.0008444914537903969, "loss_rpn_loc": 0.0019035247059946414, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5419599958695471, "total_loss": 0.054160925783662606}
{"data_time": 0.0040158675983548164, "eta_seconds": 52003.07886346616, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.35805860805860806, "fast_rcnn/fg_cls_accuracy": 0.6357302118171684, "iteration": 143539, "loss_box_reg": 0.009180647030007094, "loss_cls": 0.04363965499214828, "loss_rpn_cls": 0.0008571441081812736, "loss_rpn_loc": 0.0021220459548203507, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5421559601090848, "total_loss": 0.058375235463984154}
{"data_time": 0.0036699550691992044, "eta_seconds": 52004.56519949972, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3854895104895105, "fast_rcnn/fg_cls_accuracy": 0.5465367965367965, "iteration": 143559, "loss_box_reg": 0.008189979736926034, "loss_cls": 0.04316553310491145, "loss_rpn_cls": 0.0012763403237840976, "loss_rpn_loc": 0.00251376093365252, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.542601031018421, "total_loss": 0.05560085839920248}
{"data_time": 0.0036423865240067244, "eta_seconds": 51981.51446796395, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.46190476190476193, "fast_rcnn/fg_cls_accuracy": 0.5380952380952381, "iteration": 143579, "loss_box_reg": 0.008001060574315488, "loss_cls": 0.04528844845481217, "loss_rpn_cls": 0.0007242464740784271, "loss_rpn_loc": 0.002038237507804297, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397926215082407, "total_loss": 0.05643751685437337}
{"data_time": 0.00370197300799191, "eta_seconds": 51960.95976045821, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.16097560975609757, "fast_rcnn/fg_cls_accuracy": 0.8174027686222809, "iteration": 143599, "loss_box_reg": 0.008169130858732387, "loss_cls": 0.04532580426894128, "loss_rpn_cls": 0.000747511284544089, "loss_rpn_loc": 0.0020202328068990028, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376309552229941, "total_loss": 0.05602646014131096}
{"data_time": 0.00393048906698823, "eta_seconds": 51972.21097347583, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.48267622461170845, "fast_rcnn/fg_cls_accuracy": 0.5173237753882916, "iteration": 143619, "loss_box_reg": 0.009306655381806195, "loss_cls": 0.04742272518342361, "loss_rpn_cls": 0.0010357007777201943, "loss_rpn_loc": 0.0022211682498891605, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5370141863822937, "total_loss": 0.059683177840724966}
{"data_time": 0.003619073424488306, "eta_seconds": 51978.042135375785, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4252657911194496, "fast_rcnn/fg_cls_accuracy": 0.5668764752163651, "iteration": 143639, "loss_box_reg": 0.008271336962934583, "loss_cls": 0.04418408195488155, "loss_rpn_cls": 0.0007109831374805253, "loss_rpn_loc": 0.0025071809095607023, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5435669196303934, "total_loss": 0.05720864548470672}
{"data_time": 0.004049563081935048, "eta_seconds": 51955.01392370975, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.481859410430839, "fast_rcnn/fg_cls_accuracy": 0.5118274582560297, "iteration": 143659, "loss_box_reg": 0.007922916178358719, "loss_cls": 0.04215849959291518, "loss_rpn_cls": 0.000583391204486361, "loss_rpn_loc": 0.0016049888472480234, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5310958486516029, "total_loss": 0.053349644184891076}
{"data_time": 0.003924200544133782, "eta_seconds": 51949.445256438106, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4065656565656566, "fast_rcnn/fg_cls_accuracy": 0.5934343434343434, "iteration": 143679, "loss_box_reg": 0.00812325747392606, "loss_cls": 0.04378890979569405, "loss_rpn_cls": 0.0007574802475573961, "loss_rpn_loc": 0.0028667462793237064, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5383640250656754, "total_loss": 0.05608488037466941}
{"data_time": 0.00414928630925715, "eta_seconds": 51929.07200544397, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7638888888888888, "iteration": 143699, "loss_box_reg": 0.008934122655773535, "loss_cls": 0.04553638078505173, "loss_rpn_cls": 0.0009041154346505209, "loss_rpn_loc": 0.0020746737773151835, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403872777242213, "total_loss": 0.058056839820963546}
{"data_time": 0.004330660915002227, "eta_seconds": 51889.65081186895, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 143719, "loss_box_reg": 0.007605974533362314, "loss_cls": 0.04370333778206259, "loss_rpn_cls": 0.0006448123997415678, "loss_rpn_loc": 0.001859848203821457, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5325795880053192, "total_loss": 0.05525434168987431}
{"data_time": 0.004183141980320215, "eta_seconds": 51878.8720183766, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2861247947454844, "fast_rcnn/fg_cls_accuracy": 0.7000907441016334, "iteration": 143739, "loss_box_reg": 0.008336228027474135, "loss_cls": 0.044566821365151554, "loss_rpn_cls": 0.0006421652270773848, "loss_rpn_loc": 0.0022605259509873576, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374229156877846, "total_loss": 0.05654838008263141}
{"data_time": 0.0040236099157482386, "eta_seconds": 51873.57900365535, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.40967365967365965, "fast_rcnn/fg_cls_accuracy": 0.5903263403263403, "iteration": 143759, "loss_box_reg": 0.00870815699454397, "loss_cls": 0.04645315947709605, "loss_rpn_cls": 0.0008473228704133362, "loss_rpn_loc": 0.001890728141006548, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5428994186222553, "total_loss": 0.05600626743330395}
{"data_time": 0.0038521813694387674, "eta_seconds": 51852.068229858996, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.40865384615384615, "fast_rcnn/fg_cls_accuracy": 0.5913461538461539, "iteration": 143779, "loss_box_reg": 0.007266021973919123, "loss_cls": 0.04152800203883089, "loss_rpn_cls": 0.0006301932814949396, "loss_rpn_loc": 0.002271055735036498, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5364714895840734, "total_loss": 0.054631759917640466}
{"data_time": 0.004796154098585248, "eta_seconds": 51836.97800137312, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45, "fast_rcnn/fg_cls_accuracy": 0.5147058823529411, "iteration": 143799, "loss_box_reg": 0.007815550256054848, "loss_cls": 0.04392280790489167, "loss_rpn_cls": 0.0011353013478583307, "loss_rpn_loc": 0.0028918197895109188, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374404229223728, "total_loss": 0.055361430803486655}
{"data_time": 0.0039775490295141935, "eta_seconds": 51819.89969026181, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.31306715063520874, "fast_rcnn/fg_cls_accuracy": 0.6869328493647913, "iteration": 143819, "loss_box_reg": 0.008114791344269179, "loss_cls": 0.04318528110161424, "loss_rpn_cls": 0.0008509353963290778, "loss_rpn_loc": 0.0015978680639818776, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5339079760015011, "total_loss": 0.05594232644460817}
{"data_time": 0.0045517561957240105, "eta_seconds": 51830.45926965121, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.155, "fast_rcnn/fg_cls_accuracy": 0.845, "iteration": 143839, "loss_box_reg": 0.007945071149151772, "loss_cls": 0.042636260273866355, "loss_rpn_cls": 0.0008998159183306598, "loss_rpn_loc": 0.0023861040444899118, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426691770553589, "total_loss": 0.05678058353595361}
{"data_time": 0.004142405465245247, "eta_seconds": 51804.647581937956, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3306818181818182, "fast_rcnn/fg_cls_accuracy": 0.6529720279720279, "iteration": 143859, "loss_box_reg": 0.008332810568390414, "loss_cls": 0.04900653543882072, "loss_rpn_cls": 0.001109375995724804, "loss_rpn_loc": 0.0020228630492056254, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383592455182225, "total_loss": 0.061388980962902906}
{"data_time": 0.00403215060941875, "eta_seconds": 51798.17971463897, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.27647058823529413, "fast_rcnn/fg_cls_accuracy": 0.723529411764706, "iteration": 143879, "loss_box_reg": 0.007967074459884316, "loss_cls": 0.0431587036291603, "loss_rpn_cls": 0.0006990987199060328, "loss_rpn_loc": 0.0017849116484285332, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5395568090025336, "total_loss": 0.05405506023214457}
{"data_time": 0.0039651726838201284, "eta_seconds": 51798.53034600499, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.45121951219512196, "fast_rcnn/fg_cls_accuracy": 0.5383522727272727, "iteration": 143899, "loss_box_reg": 0.008270306221675128, "loss_cls": 0.045581207843497396, "loss_rpn_cls": 0.0005449108715538387, "loss_rpn_loc": 0.0020075239772268105, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.543036982184276, "total_loss": 0.05551808113057177}
{"data_time": 0.004012744640931487, "eta_seconds": 51776.62430855096, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5025231286795626, "fast_rcnn/fg_cls_accuracy": 0.4974768713204374, "iteration": 143919, "loss_box_reg": 0.008843285526381806, "loss_cls": 0.04466520994901657, "loss_rpn_cls": 0.0011868473802678636, "loss_rpn_loc": 0.0023145114864746574, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5296220674645156, "total_loss": 0.05704201793582797}
{"data_time": 0.003803512779995799, "eta_seconds": 51765.84660550696, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.386046511627907, "fast_rcnn/fg_cls_accuracy": 0.6064516129032258, "iteration": 143939, "loss_box_reg": 0.007830426678992808, "loss_cls": 0.04442649520933628, "loss_rpn_cls": 0.0008228926485571719, "loss_rpn_loc": 0.0021592881676042452, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.535664871102199, "total_loss": 0.05540707015279622}
{"data_time": 0.004066547146067023, "eta_seconds": 51752.374233109644, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4714587737843552, "fast_rcnn/fg_cls_accuracy": 0.5285412262156448, "iteration": 143959, "loss_box_reg": 0.008741098223254085, "loss_cls": 0.04380779934581369, "loss_rpn_cls": 0.0006839267531972837, "loss_rpn_loc": 0.0023632858974451665, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5390206440351903, "total_loss": 0.05518304814847852}
{"data_time": 0.00419617397710681, "eta_seconds": 51744.29119941895, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 143979, "loss_box_reg": 0.008174536167643964, "loss_cls": 0.043323449266608804, "loss_rpn_cls": 0.0007425183333964469, "loss_rpn_loc": 0.002206764205766376, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5445578896906227, "total_loss": 0.05628107001885496}
{"data_time": 0.004183318465948105, "eta_seconds": 51735.00077441428, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3325484039769754, "fast_rcnn/fg_cls_accuracy": 0.6674515960230246, "iteration": 143999, "loss_box_reg": 0.007921414857264608, "loss_cls": 0.043868740438483655, "loss_rpn_cls": 0.0010381911829426826, "loss_rpn_loc": 0.002524991039535962, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5402484433725476, "total_loss": 0.05818592338528106}
{"data_time": 0.0039152821991592646, "eta_seconds": 51714.57980441395, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4185262065386611, "fast_rcnn/fg_cls_accuracy": 0.5814737934613389, "iteration": 144019, "loss_box_reg": 0.008607187075540423, "loss_cls": 0.04362934094388038, "loss_rpn_cls": 0.0006712275049949312, "loss_rpn_loc": 0.001977149775484577, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5308715966530144, "total_loss": 0.056441617741029404}
{"data_time": 0.004119076998904347, "eta_seconds": 51703.803800870664, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32579185520361986, "fast_rcnn/fg_cls_accuracy": 0.6549773755656109, "iteration": 144039, "loss_box_reg": 0.008184520498616621, "loss_cls": 0.044405208580428734, "loss_rpn_cls": 0.000891766113227277, "loss_rpn_loc": 0.002038763075688621, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406566362362355, "total_loss": 0.057604717429512675}
{"data_time": 0.004631263902410865, "eta_seconds": 51701.18038724293, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.2652777777777778, "fast_rcnn/fg_cls_accuracy": 0.7347222222222223, "iteration": 144059, "loss_box_reg": 0.00843522817012854, "loss_cls": 0.046192866982892156, "loss_rpn_cls": 0.0007283963058739573, "loss_rpn_loc": 0.0025699255311337765, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5432826452888548, "total_loss": 0.05805529641497742}
{"data_time": 0.004278318490833044, "eta_seconds": 51691.888722852804, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.403125, "fast_rcnn/fg_cls_accuracy": 0.596875, "iteration": 144079, "loss_box_reg": 0.007819466962246224, "loss_cls": 0.04628422507084906, "loss_rpn_cls": 0.000854197808621393, "loss_rpn_loc": 0.0022973613668000326, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450015717651695, "total_loss": 0.05900941292736661}
{"data_time": 0.0041755205020308495, "eta_seconds": 51669.04274436529, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.44620958751393536, "fast_rcnn/fg_cls_accuracy": 0.5487179487179488, "iteration": 144099, "loss_box_reg": 0.007980341091752052, "loss_cls": 0.042391440918436274, "loss_rpn_cls": 0.0009413743382538087, "loss_rpn_loc": 0.0018573179841041565, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.53340461733751, "total_loss": 0.053927938484861215}
{"data_time": 0.004316860809922218, "eta_seconds": 51660.699786697514, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25495495495495496, "fast_rcnn/fg_cls_accuracy": 0.7045045045045044, "iteration": 144119, "loss_box_reg": 0.00820705687510781, "loss_cls": 0.04456322541227564, "loss_rpn_cls": 0.0009346253152671125, "loss_rpn_loc": 0.0019251242392783752, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5378469196148217, "total_loss": 0.05619488953232121}
{"data_time": 0.0035019880160689354, "eta_seconds": 51652.68404299184, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3093167701863354, "fast_rcnn/fg_cls_accuracy": 0.6630434782608696, "iteration": 144139, "loss_box_reg": 0.008032149460632354, "loss_cls": 0.04121596273034811, "loss_rpn_cls": 0.000931278083385223, "loss_rpn_loc": 0.002091187392579741, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5480692028068006, "total_loss": 0.05287719162822668}
{"data_time": 0.0038685565814375877, "eta_seconds": 51648.77667129133, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.17495173745173748, "fast_rcnn/fg_cls_accuracy": 0.7847157502329916, "iteration": 144159, "loss_box_reg": 0.007792591582983732, "loss_cls": 0.04291999409906566, "loss_rpn_cls": 0.0011834769459255767, "loss_rpn_loc": 0.0020222200982971117, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400455566123128, "total_loss": 0.054160789705861134}
{"data_time": 0.003750955918803811, "eta_seconds": 51636.5141689789, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.29254079254079257, "fast_rcnn/fg_cls_accuracy": 0.7074592074592074, "iteration": 144179, "loss_box_reg": 0.00873767925077118, "loss_cls": 0.046427697874605656, "loss_rpn_cls": 0.0006845473794783175, "loss_rpn_loc": 0.00204397280322155, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5388748459517956, "total_loss": 0.05919751272199392}
{"data_time": 0.004129916429519653, "eta_seconds": 51627.22064551059, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27207737594617326, "fast_rcnn/fg_cls_accuracy": 0.7169076751946608, "iteration": 144199, "loss_box_reg": 0.008505131438141689, "loss_cls": 0.04770929366350174, "loss_rpn_cls": 0.0009945201968548645, "loss_rpn_loc": 0.0023072736330504995, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5443139313720167, "total_loss": 0.062113247769275404}
{"data_time": 0.00378868798725307, "eta_seconds": 51625.3024760338, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4289405684754522, "fast_rcnn/fg_cls_accuracy": 0.5515399120050283, "iteration": 144219, "loss_box_reg": 0.0073863072611857206, "loss_cls": 0.04537706702831201, "loss_rpn_cls": 0.0007601507213621517, "loss_rpn_loc": 0.0019664221799757797, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5391411960590631, "total_loss": 0.055233407563889614}
{"data_time": 0.0038986485451459885, "eta_seconds": 51614.52261312236, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4069264069264069, "fast_rcnn/fg_cls_accuracy": 0.5930735930735931, "iteration": 144239, "loss_box_reg": 0.00856427600956522, "loss_cls": 0.04674103239085525, "loss_rpn_cls": 0.0010916123076185613, "loss_rpn_loc": 0.0024672251274751034, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5410585859790444, "total_loss": 0.06020445378999284}
{"data_time": 0.004063107073307037, "eta_seconds": 51623.16768818558, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4225589225589226, "fast_rcnn/fg_cls_accuracy": 0.5774410774410774, "iteration": 144259, "loss_box_reg": 0.0074573732854332775, "loss_cls": 0.04231086384970695, "loss_rpn_cls": 0.00044285754214001827, "loss_rpn_loc": 0.0019912546122213826, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5517363294493407, "total_loss": 0.052883329919495736}
{"data_time": 0.003997531021013856, "eta_seconds": 51622.99127281085, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.41666666666666663, "fast_rcnn/fg_cls_accuracy": 0.554945054945055, "iteration": 144279, "loss_box_reg": 0.008159249468008056, "loss_cls": 0.04660562227945775, "loss_rpn_cls": 0.0009088216973793806, "loss_rpn_loc": 0.0026375941506557865, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5349679265636951, "total_loss": 0.05807242040395977}
{"data_time": 0.003834045259281993, "eta_seconds": 51622.50458030612, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3738095238095238, "fast_rcnn/fg_cls_accuracy": 0.6261904761904762, "iteration": 144299, "loss_box_reg": 0.007126995245926082, "loss_cls": 0.04429671983234584, "loss_rpn_cls": 0.0007963625940305974, "loss_rpn_loc": 0.001432636232493678, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5424556555226445, "total_loss": 0.054850358125861476}
{"data_time": 0.004254107130691409, "eta_seconds": 51617.55082674045, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.37303556658395365, "fast_rcnn/fg_cls_accuracy": 0.5830055074744296, "iteration": 144319, "loss_box_reg": 0.008227525162510574, "loss_cls": 0.04340941732516512, "loss_rpn_cls": 0.0004951336734393408, "loss_rpn_loc": 0.0020434305115486495, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405907384119928, "total_loss": 0.054856277738224435}
{"data_time": 0.003810326335951686, "eta_seconds": 51622.078931996366, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3295454545454546, "fast_rcnn/fg_cls_accuracy": 0.6704545454545454, "iteration": 144339, "loss_box_reg": 0.008434446906903759, "loss_cls": 0.04558630724204704, "loss_rpn_cls": 0.0008580882256410405, "loss_rpn_loc": 0.0019961983471148415, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5414997437037528, "total_loss": 0.05825802326762641}
{"data_time": 0.003803722560405731, "eta_seconds": 51604.19991437555, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3780566280566281, "fast_rcnn/fg_cls_accuracy": 0.5924908424908425, "iteration": 144359, "loss_box_reg": 0.008391748182475567, "loss_cls": 0.04481620609294623, "loss_rpn_cls": 0.001325423046864671, "loss_rpn_loc": 0.0025682063860585913, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389842859003693, "total_loss": 0.05809436282549996}
{"data_time": 0.004372303606942296, "eta_seconds": 51585.18229955528, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.40909090909090906, "fast_rcnn/fg_cls_accuracy": 0.5808080808080809, "iteration": 144379, "loss_box_reg": 0.00827009542263113, "loss_cls": 0.04530335310846567, "loss_rpn_cls": 0.0011102110941010324, "loss_rpn_loc": 0.002155055226467084, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5407171701081097, "total_loss": 0.05863991793535206}
{"data_time": 0.004057709127664566, "eta_seconds": 51589.70079737599, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.49243951612903225, "fast_rcnn/fg_cls_accuracy": 0.5075604838709677, "iteration": 144399, "loss_box_reg": 0.007397535111522302, "loss_cls": 0.0442262040451169, "loss_rpn_cls": 0.000510971168978358, "loss_rpn_loc": 0.002162326172765461, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5462108016945422, "total_loss": 0.055718356176043926}
{"data_time": 0.004181333351880312, "eta_seconds": 51578.908085835865, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 144419, "loss_box_reg": 0.007979490386787802, "loss_cls": 0.04358024161774665, "loss_rpn_cls": 0.0009729444002459786, "loss_rpn_loc": 0.0020347703284642193, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5409158281981945, "total_loss": 0.053457686525007375}
{"data_time": 0.004288097145035863, "eta_seconds": 51555.987867947435, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.16112342941611235, "fast_rcnn/fg_cls_accuracy": 0.8388765705838876, "iteration": 144439, "loss_box_reg": 0.007779052015393972, "loss_cls": 0.044136057840660214, "loss_rpn_cls": 0.0015723249788948124, "loss_rpn_loc": 0.002309686995431548, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376238385215402, "total_loss": 0.055243822774968976}
{"data_time": 0.0041755931451916695, "eta_seconds": 51536.19826445938, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.37777777777777777, "fast_rcnn/fg_cls_accuracy": 0.6222222222222222, "iteration": 144459, "loss_box_reg": 0.008540496579371393, "loss_cls": 0.044622008805163205, "loss_rpn_cls": 0.0007185922518999632, "loss_rpn_loc": 0.0024320738957612775, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540647204965353, "total_loss": 0.05625002249962563}
{"data_time": 0.0035055261105298996, "eta_seconds": 51520.19428850361, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.48958333333333337, "fast_rcnn/fg_cls_accuracy": 0.5104166666666667, "iteration": 144479, "loss_box_reg": 0.007764788126223721, "loss_cls": 0.0420316772069782, "loss_rpn_cls": 0.0007863050058176668, "loss_rpn_loc": 0.002056413170066662, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5335803565103561, "total_loss": 0.05314906172384326}
{"data_time": 0.003684393363073468, "eta_seconds": 51505.698777906364, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4208664898320071, "fast_rcnn/fg_cls_accuracy": 0.579133510167993, "iteration": 144499, "loss_box_reg": 0.008371158532099798, "loss_cls": 0.04579887673025951, "loss_rpn_cls": 0.0007805548700616782, "loss_rpn_loc": 0.0028408505495463032, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5386488775257021, "total_loss": 0.0576910110667086}
{"data_time": 0.0038643034640699625, "eta_seconds": 51483.82229342521, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2778716216216216, "fast_rcnn/fg_cls_accuracy": 0.7221283783783784, "iteration": 144519, "loss_box_reg": 0.008719768607988954, "loss_cls": 0.04446594417095184, "loss_rpn_cls": 0.001300836795394389, "loss_rpn_loc": 0.0018423541550873779, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5378638915717602, "total_loss": 0.05879190102677967}
{"data_time": 0.004113852046430111, "eta_seconds": 51461.90353531577, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4700996677740864, "fast_rcnn/fg_cls_accuracy": 0.4816860465116279, "iteration": 144539, "loss_box_reg": 0.00802327855490148, "loss_cls": 0.04337754950392991, "loss_rpn_cls": 0.0008851631605466537, "loss_rpn_loc": 0.0016535817630938254, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5377594479359686, "total_loss": 0.055674816252803794}
{"data_time": 0.004159631673246622, "eta_seconds": 51442.044806539314, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4053295932678822, "fast_rcnn/fg_cls_accuracy": 0.5946704067321178, "iteration": 144559, "loss_box_reg": 0.00850342627381906, "loss_cls": 0.04544191953027621, "loss_rpn_cls": 0.0006707878555118896, "loss_rpn_loc": 0.0021495440742000937, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5362664498388767, "total_loss": 0.05885852589426577}
{"data_time": 0.003601741511374712, "eta_seconds": 51424.62052552099, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43100775193798446, "fast_rcnn/fg_cls_accuracy": 0.5689922480620155, "iteration": 144579, "loss_box_reg": 0.008528176666004583, "loss_cls": 0.04644029447808862, "loss_rpn_cls": 0.0008427966586168623, "loss_rpn_loc": 0.0020248388245818205, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5378136613871902, "total_loss": 0.05940928208411833}
{"data_time": 0.003849121741950512, "eta_seconds": 51424.947793559404, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5406593406593406, "fast_rcnn/fg_cls_accuracy": 0.4593406593406594, "iteration": 144599, "loss_box_reg": 0.0069179834390524775, "loss_cls": 0.042980656144209206, "loss_rpn_cls": 0.0012254911733293739, "loss_rpn_loc": 0.002546009609432076, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.546864633448422, "total_loss": 0.054366981566090544}
{"data_time": 0.003923785174265504, "eta_seconds": 51426.89882327663, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3130081300813008, "fast_rcnn/fg_cls_accuracy": 0.6476190476190475, "iteration": 144619, "loss_box_reg": 0.00812648914870806, "loss_cls": 0.041953280684538186, "loss_rpn_cls": 0.0005360320235467952, "loss_rpn_loc": 0.0017722381726343883, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413458701223135, "total_loss": 0.054373502637417914}
{"data_time": 0.004684882936999202, "eta_seconds": 51392.57033400913, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3713883016208598, "fast_rcnn/fg_cls_accuracy": 0.5871212121212122, "iteration": 144639, "loss_box_reg": 0.007904103258624673, "loss_cls": 0.045172338373959064, "loss_rpn_cls": 0.0007238319280986616, "loss_rpn_loc": 0.001997509432840161, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364420942496508, "total_loss": 0.056875032711332096}
{"data_time": 0.004426414845511317, "eta_seconds": 51385.63544068462, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.29447115384615385, "fast_rcnn/fg_cls_accuracy": 0.7055288461538461, "iteration": 144659, "loss_box_reg": 0.008525191922672093, "loss_cls": 0.04575115587795153, "loss_rpn_cls": 0.0010743653060103497, "loss_rpn_loc": 0.0022828857436252292, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354457343928516, "total_loss": 0.05931865169941375}
{"data_time": 0.0037994408048689365, "eta_seconds": 51377.285177090205, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.45818815331010454, "fast_rcnn/fg_cls_accuracy": 0.5418118466898955, "iteration": 144679, "loss_box_reg": 0.008414385287323967, "loss_cls": 0.044747162726707757, "loss_rpn_cls": 0.0010082928397991964, "loss_rpn_loc": 0.002574745514721144, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387611100450158, "total_loss": 0.0589191852785973}
{"data_time": 0.003956204513087869, "eta_seconds": 51366.50533105899, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3935483870967742, "fast_rcnn/fg_cls_accuracy": 0.525, "iteration": 144699, "loss_box_reg": 0.008219798532081768, "loss_cls": 0.044965165317989886, "loss_rpn_cls": 0.0008626661259540924, "loss_rpn_loc": 0.002019422874582233, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434217918664217, "total_loss": 0.05811425201011389}
{"data_time": 0.00382406753487885, "eta_seconds": 51364.86765012331, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3931818181818182, "fast_rcnn/fg_cls_accuracy": 0.6068181818181818, "iteration": 144719, "loss_box_reg": 0.007926514459541067, "loss_cls": 0.04183889948762953, "loss_rpn_cls": 0.0008399807604746456, "loss_rpn_loc": 0.0019265687369625084, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361207728274167, "total_loss": 0.053067741660925094}
{"data_time": 0.004262230126187205, "eta_seconds": 51357.001492749434, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2596153846153846, "fast_rcnn/fg_cls_accuracy": 0.7403846153846154, "iteration": 144739, "loss_box_reg": 0.008296231302665547, "loss_cls": 0.043253723182715476, "loss_rpn_cls": 0.0006120922262482509, "loss_rpn_loc": 0.0023928681075631175, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402830033563077, "total_loss": 0.05546197105297779}
{"data_time": 0.004185619996860623, "eta_seconds": 51334.16579296533, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3663793103448276, "fast_rcnn/fg_cls_accuracy": 0.6336206896551724, "iteration": 144759, "loss_box_reg": 0.007846512147807516, "loss_cls": 0.04405850073089823, "loss_rpn_cls": 0.0004802741317462278, "loss_rpn_loc": 0.002138267005648231, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375632247887552, "total_loss": 0.055119378898893956}
{"data_time": 0.003633879590779543, "eta_seconds": 51327.92060723179, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3222468588322247, "fast_rcnn/fg_cls_accuracy": 0.6582156611039796, "iteration": 144779, "loss_box_reg": 0.008553785126423463, "loss_cls": 0.04526818753220141, "loss_rpn_cls": 0.0009478831029809953, "loss_rpn_loc": 0.0017357859469484538, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371868200600147, "total_loss": 0.05750710623857458}
{"data_time": 0.0035693435929715633, "eta_seconds": 51321.74059003778, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36884469696969696, "fast_rcnn/fg_cls_accuracy": 0.631155303030303, "iteration": 144799, "loss_box_reg": 0.007916495349491015, "loss_cls": 0.0441837283433415, "loss_rpn_cls": 0.0005777483370366099, "loss_rpn_loc": 0.0022337055088428315, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408385300543159, "total_loss": 0.05713637710277908}
{"data_time": 0.004009316908195615, "eta_seconds": 51333.11604464776, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2968998410174881, "fast_rcnn/fg_cls_accuracy": 0.7031001589825119, "iteration": 144819, "loss_box_reg": 0.007685491887968965, "loss_cls": 0.045773365593049675, "loss_rpn_cls": 0.0007054967733211015, "loss_rpn_loc": 0.00241847128381778, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5492424431722611, "total_loss": 0.05750165034510246}
{"data_time": 0.004097962519153953, "eta_seconds": 51316.16146017867, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3222222222222222, "fast_rcnn/fg_cls_accuracy": 0.6006441223832528, "iteration": 144839, "loss_box_reg": 0.007947950682137161, "loss_cls": 0.0414365638862364, "loss_rpn_cls": 0.0010195174475597923, "loss_rpn_loc": 0.002395929430349497, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5405976888723671, "total_loss": 0.054446079000172176}
{"data_time": 0.003797145327553153, "eta_seconds": 51315.23753732187, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23026315789473684, "fast_rcnn/fg_cls_accuracy": 0.7142857142857143, "iteration": 144859, "loss_box_reg": 0.007946843863464892, "loss_cls": 0.04084260493982583, "loss_rpn_cls": 0.0006137586710792675, "loss_rpn_loc": 0.0018236084761156235, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5430841306224465, "total_loss": 0.052488465820715646}
{"data_time": 0.003964135656133294, "eta_seconds": 51312.803666168824, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4616555082166768, "fast_rcnn/fg_cls_accuracy": 0.5383444917833231, "iteration": 144879, "loss_box_reg": 0.00895203382242471, "loss_cls": 0.042105267057195306, "loss_rpn_cls": 0.0015204353566105056, "loss_rpn_loc": 0.0022345282304740977, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5405439997557551, "total_loss": 0.055893804363904565}
{"data_time": 0.004558054497465491, "eta_seconds": 51267.83176493086, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3200568990042674, "fast_rcnn/fg_cls_accuracy": 0.6756756756756757, "iteration": 144899, "loss_box_reg": 0.008149981673341244, "loss_cls": 0.043764767004176974, "loss_rpn_cls": 0.000838283280700125, "loss_rpn_loc": 0.002423762696707854, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.534252465935424, "total_loss": 0.055563723631024686}
{"data_time": 0.004056712845340371, "eta_seconds": 51257.049999909475, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3755411255411255, "fast_rcnn/fg_cls_accuracy": 0.6244588744588745, "iteration": 144919, "loss_box_reg": 0.008059995016083121, "loss_cls": 0.046770313987508416, "loss_rpn_cls": 0.000943824921534997, "loss_rpn_loc": 0.002171489100874169, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5360891264863312, "total_loss": 0.05869008829154154}
{"data_time": 0.003859040094539523, "eta_seconds": 51265.73565860954, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6771235521235521, "iteration": 144939, "loss_box_reg": 0.007994671439519152, "loss_cls": 0.04380795970791951, "loss_rpn_cls": 0.0008212282484123534, "loss_rpn_loc": 0.0021021146385464817, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5381545724812895, "total_loss": 0.055969831263155356}
{"data_time": 0.003682164940983057, "eta_seconds": 51269.64785101451, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4168552036199095, "fast_rcnn/fg_cls_accuracy": 0.5138526727509778, "iteration": 144959, "loss_box_reg": 0.007775588077493012, "loss_cls": 0.0424855487071909, "loss_rpn_cls": 0.0007547518886212856, "loss_rpn_loc": 0.002159357474738499, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.546229382045567, "total_loss": 0.053392213314282344}
{"data_time": 0.004637869540601969, "eta_seconds": 51258.85889722593, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.26875, "fast_rcnn/fg_cls_accuracy": 0.6464285714285715, "iteration": 144979, "loss_box_reg": 0.0074242649134248495, "loss_cls": 0.04467158706393093, "loss_rpn_cls": 0.0009954311079525269, "loss_rpn_loc": 0.0021127747277205344, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406048942822963, "total_loss": 0.056447462154778805}
{"data_time": 0.004011910408735275, "eta_seconds": 51239.72715530754, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4330357142857143, "fast_rcnn/fg_cls_accuracy": 0.5669642857142857, "iteration": 144999, "loss_box_reg": 0.008307833893923089, "loss_cls": 0.044813687447458506, "loss_rpn_cls": 0.0005685395499313017, "loss_rpn_loc": 0.0022064007989683887, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.539170220028609, "total_loss": 0.05614418092022788}
{"data_time": 0.0042178703006356955, "eta_seconds": 51228.93995787692, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.14852941176470588, "fast_rcnn/fg_cls_accuracy": 0.8514705882352941, "iteration": 145019, "loss_box_reg": 0.007670115795917809, "loss_cls": 0.043116727320011705, "loss_rpn_cls": 0.0012157749476386925, "loss_rpn_loc": 0.0021536936565098586, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5380068179219961, "total_loss": 0.05554533592817279}
{"data_time": 0.004225689917802811, "eta_seconds": 51213.51838515187, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34066731141199225, "fast_rcnn/fg_cls_accuracy": 0.6338254172015405, "iteration": 145039, "loss_box_reg": 0.0074102350627072155, "loss_cls": 0.044318482861854136, "loss_rpn_cls": 0.0005017345953319818, "loss_rpn_loc": 0.0015992244952940382, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375643980223686, "total_loss": 0.054828920502359324}
{"data_time": 0.0036598772276192904, "eta_seconds": 51199.56738810358, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3973684210526316, "fast_rcnn/fg_cls_accuracy": 0.6026315789473684, "iteration": 145059, "loss_box_reg": 0.008560377114918083, "loss_cls": 0.044240182964131236, "loss_rpn_cls": 0.0008239821227959965, "loss_rpn_loc": 0.0016898389731068164, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391309449914843, "total_loss": 0.05717919742707522}
{"data_time": 0.004037484992295504, "eta_seconds": 51186.73996659997, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2948717948717949, "fast_rcnn/fg_cls_accuracy": 0.7051282051282051, "iteration": 145079, "loss_box_reg": 0.008191095083020627, "loss_cls": 0.04312847682740539, "loss_rpn_cls": 0.0006107043680003699, "loss_rpn_loc": 0.0018705869770201389, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5416495380923152, "total_loss": 0.0557614870128873}
{"data_time": 0.0039595142006874084, "eta_seconds": 51202.18943456444, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5159574468085106, "fast_rcnn/fg_cls_accuracy": 0.48404255319148937, "iteration": 145099, "loss_box_reg": 0.00798418847261928, "loss_cls": 0.04427611967548728, "loss_rpn_cls": 0.0009946123662132322, "loss_rpn_loc": 0.0019632501462183427, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5347482995130122, "total_loss": 0.05688195120251294}
{"data_time": 0.003907642560079694, "eta_seconds": 51195.86966546578, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.20810810810810812, "fast_rcnn/fg_cls_accuracy": 0.790625, "iteration": 145119, "loss_box_reg": 0.008325623552082106, "loss_cls": 0.04372005071491003, "loss_rpn_cls": 0.0012815994426773614, "loss_rpn_loc": 0.001920027567393845, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5378852149005979, "total_loss": 0.05605330751097881}
{"data_time": 0.003896820591762662, "eta_seconds": 51180.60812796722, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3317448680351906, "fast_rcnn/fg_cls_accuracy": 0.6682551319648093, "iteration": 145139, "loss_box_reg": 0.00760893416008912, "loss_cls": 0.043774793157354, "loss_rpn_cls": 0.0011847985782083015, "loss_rpn_loc": 0.003469901203061454, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412081945687532, "total_loss": 0.0557138088308875}
{"data_time": 0.00417931005358696, "eta_seconds": 51167.54162664688, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.41891891891891897, "fast_rcnn/fg_cls_accuracy": 0.5810810810810811, "iteration": 145159, "loss_box_reg": 0.008267260767752305, "loss_cls": 0.04524003912229091, "loss_rpn_cls": 0.0009219877273949351, "loss_rpn_loc": 0.0017424368270440027, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5401071009691805, "total_loss": 0.0586672995536901}
{"data_time": 0.004190696636214852, "eta_seconds": 51147.79308554088, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5398706896551724, "fast_rcnn/fg_cls_accuracy": 0.4601293103448276, "iteration": 145179, "loss_box_reg": 0.008462600380880758, "loss_cls": 0.043493413453688845, "loss_rpn_cls": 0.0006907010879899644, "loss_rpn_loc": 0.0026089981984114274, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5356040010228753, "total_loss": 0.05438583321142687}
{"data_time": 0.004057002020999789, "eta_seconds": 51127.16116037825, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.33499999999999996, "fast_rcnn/fg_cls_accuracy": 0.665, "iteration": 145199, "loss_box_reg": 0.008159245568094775, "loss_cls": 0.042302055342588574, "loss_rpn_cls": 0.0006414438514639187, "loss_rpn_loc": 0.0018646232419996522, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364508118946105, "total_loss": 0.0535221924706093}
{"data_time": 0.003577685682103038, "eta_seconds": 51126.21651786682, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2773892773892774, "fast_rcnn/fg_cls_accuracy": 0.681888544891641, "iteration": 145219, "loss_box_reg": 0.008212602682760917, "loss_cls": 0.045467882649973035, "loss_rpn_cls": 0.0005473390343126994, "loss_rpn_loc": 0.0022243577222980093, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440902691334486, "total_loss": 0.05854779414789846}
{"data_time": 0.0038236689288169146, "eta_seconds": 51106.55383741669, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35026737967914434, "fast_rcnn/fg_cls_accuracy": 0.6497326203208555, "iteration": 145239, "loss_box_reg": 0.007836555654648691, "loss_cls": 0.04202060087118298, "loss_rpn_cls": 0.0008995080607689943, "loss_rpn_loc": 0.001886539892439032, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5343801185954362, "total_loss": 0.05286490243679509}
{"data_time": 0.003677170490846038, "eta_seconds": 51094.384793035686, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3076923076923077, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 145259, "loss_box_reg": 0.007775712292641401, "loss_cls": 0.041732037789188325, "loss_rpn_cls": 0.0007757308396776352, "loss_rpn_loc": 0.002514501540645142, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5403238993603736, "total_loss": 0.053914631587076656}
{"data_time": 0.0038523534312844276, "eta_seconds": 51081.32967534568, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32027649769585254, "fast_rcnn/fg_cls_accuracy": 0.6389802631578947, "iteration": 145279, "loss_box_reg": 0.008503305551130325, "loss_cls": 0.044357872917316854, "loss_rpn_cls": 0.0009197689726079261, "loss_rpn_loc": 0.0025022403060575016, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5306744715198874, "total_loss": 0.0569217178411634}
{"data_time": 0.0035590759944170713, "eta_seconds": 51065.89456683886, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5303030303030303, "fast_rcnn/fg_cls_accuracy": 0.4696969696969697, "iteration": 145299, "loss_box_reg": 0.007709133831667714, "loss_cls": 0.04778092715423554, "loss_rpn_cls": 0.0009540609482883156, "loss_rpn_loc": 0.0023748955500195734, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340472979005426, "total_loss": 0.05954909978242995}
{"data_time": 0.004042176995426416, "eta_seconds": 51057.31847302127, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.20454545454545453, "fast_rcnn/fg_cls_accuracy": 0.7954545454545454, "iteration": 145319, "loss_box_reg": 0.007819209335139021, "loss_cls": 0.04464217141503468, "loss_rpn_cls": 0.0006981944235349147, "loss_rpn_loc": 0.0018465999492036644, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540299495914951, "total_loss": 0.05401447911685864}
{"data_time": 0.004249191377311945, "eta_seconds": 51046.533348556375, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3055555555555556, "fast_rcnn/fg_cls_accuracy": 0.6944444444444444, "iteration": 145339, "loss_box_reg": 0.007812091585947201, "loss_cls": 0.04525890661170706, "loss_rpn_cls": 0.0006306394843704766, "loss_rpn_loc": 0.0023513234646088677, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409886508714408, "total_loss": 0.05764318735947427}
{"data_time": 0.003483784617856145, "eta_seconds": 51035.74822409148, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3558558558558559, "fast_rcnn/fg_cls_accuracy": 0.6441441441441441, "iteration": 145359, "loss_box_reg": 0.008190376684069633, "loss_cls": 0.04332002444425598, "loss_rpn_cls": 0.0010204964112290327, "loss_rpn_loc": 0.0024489517163601704, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5414307727478445, "total_loss": 0.05679454939763673}
{"data_time": 0.004306054441258311, "eta_seconds": 51025.69557528733, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.35144927536231885, "fast_rcnn/fg_cls_accuracy": 0.6485507246376812, "iteration": 145379, "loss_box_reg": 0.008297402004245669, "loss_cls": 0.044777361676096916, "loss_rpn_cls": 0.0009414600145589702, "loss_rpn_loc": 0.002556632494815858, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5404287669807673, "total_loss": 0.05734832854125216}
{"data_time": 0.004175466950982809, "eta_seconds": 51011.97127715149, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.17389758179231862, "fast_rcnn/fg_cls_accuracy": 0.7567567567567568, "iteration": 145399, "loss_box_reg": 0.008005461713764817, "loss_cls": 0.042520430753938854, "loss_rpn_cls": 0.0009746163818817877, "loss_rpn_loc": 0.0031656758146709763, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410764703992754, "total_loss": 0.05514301715322745}
{"data_time": 0.003813557093963027, "eta_seconds": 51001.186619214015, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5164141414141414, "fast_rcnn/fg_cls_accuracy": 0.4775798525798526, "iteration": 145419, "loss_box_reg": 0.008654268371174112, "loss_cls": 0.043903452227823436, "loss_rpn_cls": 0.0008265714515118816, "loss_rpn_loc": 0.00238054114379338, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423335374798626, "total_loss": 0.055924329968433995}
{"data_time": 0.003928011050447822, "eta_seconds": 50990.40196127654, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22142857142857142, "fast_rcnn/fg_cls_accuracy": 0.6789473684210526, "iteration": 145439, "loss_box_reg": 0.008363720116904005, "loss_cls": 0.04235119768418372, "loss_rpn_cls": 0.0008443833912679111, "loss_rpn_loc": 0.0021192385247559287, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5266691551078111, "total_loss": 0.05461043348373096}
{"data_time": 0.004076248500496149, "eta_seconds": 50966.500833858736, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2220555138784696, "fast_rcnn/fg_cls_accuracy": 0.7223190932868353, "iteration": 145459, "loss_box_reg": 0.008524513192242011, "loss_cls": 0.04572957777418196, "loss_rpn_cls": 0.0008560360483897966, "loss_rpn_loc": 0.0021729403160861693, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.53767563495785, "total_loss": 0.0575782607386941}
{"data_time": 0.004022235283628106, "eta_seconds": 50963.67649109219, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22181372549019607, "fast_rcnn/fg_cls_accuracy": 0.7261029411764706, "iteration": 145479, "loss_box_reg": 0.00801253181998618, "loss_cls": 0.04516044515185058, "loss_rpn_cls": 0.001400288770383895, "loss_rpn_loc": 0.0021995303459334536, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5355693935416639, "total_loss": 0.05648416103542786}
{"data_time": 0.0034294743090867996, "eta_seconds": 50952.89292416186, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35735735735735735, "fast_rcnn/fg_cls_accuracy": 0.6426426426426426, "iteration": 145499, "loss_box_reg": 0.007789793919073418, "loss_cls": 0.04270204377826303, "loss_rpn_cls": 0.0010909989871379366, "loss_rpn_loc": 0.0021923940876149572, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5407160604372621, "total_loss": 0.05346643474376833}
{"data_time": 0.004667904693633318, "eta_seconds": 50947.26332952664, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33739837398373984, "fast_rcnn/fg_cls_accuracy": 0.6626016260162602, "iteration": 145519, "loss_box_reg": 0.008445831277640536, "loss_cls": 0.04577712502214126, "loss_rpn_cls": 0.0008510712937095377, "loss_rpn_loc": 0.0021442970137286466, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397807422559708, "total_loss": 0.05859613439719169}
{"data_time": 0.00427019246853888, "eta_seconds": 50936.80762710376, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 145539, "loss_box_reg": 0.007540222111856565, "loss_cls": 0.0436723364982754, "loss_rpn_cls": 0.0009195756707640612, "loss_rpn_loc": 0.0022869117910886416, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407188979443163, "total_loss": 0.056942098488875104}
{"data_time": 0.004337464226409793, "eta_seconds": 50920.54222337087, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.38348416289592757, "fast_rcnn/fg_cls_accuracy": 0.6069004524886878, "iteration": 145559, "loss_box_reg": 0.007398892514174804, "loss_cls": 0.044718462420860305, "loss_rpn_cls": 0.000437505902709745, "loss_rpn_loc": 0.0020755123368871864, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373742585070431, "total_loss": 0.05504135083492656}
{"data_time": 0.004443614045158029, "eta_seconds": 50915.23817193089, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2861111111111111, "fast_rcnn/fg_cls_accuracy": 0.7138888888888888, "iteration": 145579, "loss_box_reg": 0.0074839066655840725, "loss_cls": 0.044159602955915034, "loss_rpn_cls": 0.0007102000446366219, "loss_rpn_loc": 0.0023580112756462768, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.538044570479542, "total_loss": 0.0541626429334201}
{"data_time": 0.0036929689813405275, "eta_seconds": 50880.53187296097, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.39974937343358397, "fast_rcnn/fg_cls_accuracy": 0.5848530901722391, "iteration": 145599, "loss_box_reg": 0.007937434245832264, "loss_cls": 0.04383852961473167, "loss_rpn_cls": 0.0008286481192385509, "loss_rpn_loc": 0.001998577208723873, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5266541480086744, "total_loss": 0.05674059104121909}
{"data_time": 0.0042111496441066265, "eta_seconds": 50869.75221345038, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3956043956043956, "fast_rcnn/fg_cls_accuracy": 0.6043956043956045, "iteration": 145619, "loss_box_reg": 0.00813192073837854, "loss_cls": 0.04257042985409498, "loss_rpn_cls": 0.0005148880463821115, "loss_rpn_loc": 0.0019682165748236002, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.544148966902867, "total_loss": 0.0554928254373408}
{"data_time": 0.0039924089796841145, "eta_seconds": 50869.463885338046, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4015567765567766, "fast_rcnn/fg_cls_accuracy": 0.5753595997498437, "iteration": 145639, "loss_box_reg": 0.007698078363318928, "loss_cls": 0.04264523749588989, "loss_rpn_cls": 0.0010152323831107424, "loss_rpn_loc": 0.0020234829717082903, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5415105803404003, "total_loss": 0.054839756701476006}
{"data_time": 0.0039983512833714485, "eta_seconds": 50861.95624188124, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4519519519519519, "fast_rcnn/fg_cls_accuracy": 0.5480480480480481, "iteration": 145659, "loss_box_reg": 0.0074830900121014565, "loss_cls": 0.04407670826185495, "loss_rpn_cls": 0.0006813232989770768, "loss_rpn_loc": 0.0017159160051960498, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5336530935019255, "total_loss": 0.05512922218292715}
{"data_time": 0.004852588754147291, "eta_seconds": 50861.716219341615, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.28378378378378377, "fast_rcnn/fg_cls_accuracy": 0.7162162162162162, "iteration": 145679, "loss_box_reg": 0.00841899387887679, "loss_cls": 0.045049466541968286, "loss_rpn_cls": 0.0008507181272534581, "loss_rpn_loc": 0.002804425947033451, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5397377640474588, "total_loss": 0.058324787112269405}
{"data_time": 0.0041533480398356915, "eta_seconds": 50829.34448083909, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4825581395348837, "fast_rcnn/fg_cls_accuracy": 0.5174418604651163, "iteration": 145699, "loss_box_reg": 0.008367446309421211, "loss_cls": 0.04581280529964715, "loss_rpn_cls": 0.0009157546305686992, "loss_rpn_loc": 0.0023723392841930036, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5341018268372864, "total_loss": 0.059819540592400244}
{"data_time": 0.004085175925865769, "eta_seconds": 50818.56424638117, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5208695652173914, "fast_rcnn/fg_cls_accuracy": 0.4791304347826087, "iteration": 145719, "loss_box_reg": 0.008605654147686437, "loss_cls": 0.043372559623094276, "loss_rpn_cls": 0.0010179039738886786, "loss_rpn_loc": 0.002486031371518038, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5352441561408341, "total_loss": 0.05467352782807211}
{"data_time": 0.003883267752826214, "eta_seconds": 50828.32777720201, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4975328947368421, "fast_rcnn/fg_cls_accuracy": 0.5024671052631579, "iteration": 145739, "loss_box_reg": 0.007512365555157885, "loss_cls": 0.04356479906709865, "loss_rpn_cls": 0.0006608665137264325, "loss_rpn_loc": 0.0021611754345940426, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432709350716323, "total_loss": 0.05362026389616403}
{"data_time": 0.004428392741829157, "eta_seconds": 50822.47431862261, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3483193277310924, "fast_rcnn/fg_cls_accuracy": 0.5744485294117647, "iteration": 145759, "loss_box_reg": 0.008042926041525789, "loss_cls": 0.04290554765611887, "loss_rpn_cls": 0.0009254162358729445, "loss_rpn_loc": 0.0027847636229125783, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387372511904687, "total_loss": 0.055615180292534205}
{"data_time": 0.004148404113948345, "eta_seconds": 50826.3384995379, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.35563909774436087, "fast_rcnn/fg_cls_accuracy": 0.6443609022556391, "iteration": 145779, "loss_box_reg": 0.008381628809729591, "loss_cls": 0.038907076115719974, "loss_rpn_cls": 0.0007190647040715703, "loss_rpn_loc": 0.003056690882658586, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5469180869404227, "total_loss": 0.050615321593568297}
{"data_time": 0.0038016343023627996, "eta_seconds": 50803.15958126634, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3080286168521463, "fast_rcnn/fg_cls_accuracy": 0.6919713831478538, "iteration": 145799, "loss_box_reg": 0.00795839770580642, "loss_cls": 0.045471078949049115, "loss_rpn_cls": 0.000926012239915508, "loss_rpn_loc": 0.0024859253571776208, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5340673855971545, "total_loss": 0.056840850496428175}
{"data_time": 0.003974934108555317, "eta_seconds": 50775.69562350004, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4574712643678161, "fast_rcnn/fg_cls_accuracy": 0.542528735632184, "iteration": 145819, "loss_box_reg": 0.007872587768360972, "loss_cls": 0.04484687256626785, "loss_rpn_cls": 0.001321301230007066, "loss_rpn_loc": 0.0021355155440687668, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365549211855978, "total_loss": 0.05847134857913261}
{"data_time": 0.003864908590912819, "eta_seconds": 50737.121440149844, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3669467787114846, "fast_rcnn/fg_cls_accuracy": 0.6172161172161172, "iteration": 145839, "loss_box_reg": 0.0084198183612898, "loss_cls": 0.04584018001332879, "loss_rpn_cls": 0.0010428711368604127, "loss_rpn_loc": 0.0019954849340138026, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363128513563424, "total_loss": 0.05854358798751491}
{"data_time": 0.004007505485787988, "eta_seconds": 50698.23247104068, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.16619398752127057, "fast_rcnn/fg_cls_accuracy": 0.8338060124787294, "iteration": 145859, "loss_box_reg": 0.008255610708147287, "loss_cls": 0.04509021993726492, "loss_rpn_cls": 0.0007274974341271445, "loss_rpn_loc": 0.0022281962119450327, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5391139576677233, "total_loss": 0.056683048151512594}
{"data_time": 0.00445762206800282, "eta_seconds": 50662.42234640196, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46301247771836007, "fast_rcnn/fg_cls_accuracy": 0.5369875222816399, "iteration": 145879, "loss_box_reg": 0.008405858330661431, "loss_cls": 0.045216228696517646, "loss_rpn_cls": 0.0005988277802657649, "loss_rpn_loc": 0.0024524550753994845, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5340556392911822, "total_loss": 0.05820990199310927}
{"data_time": 0.003960723988711834, "eta_seconds": 50681.395999660715, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.1784090909090909, "fast_rcnn/fg_cls_accuracy": 0.821590909090909, "iteration": 145899, "loss_box_reg": 0.008307437150506303, "loss_cls": 0.04085312411189079, "loss_rpn_cls": 0.0012112097826957324, "loss_rpn_loc": 0.0019308678656670963, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.542278015287593, "total_loss": 0.052376893441987704}
{"data_time": 0.004195816814899445, "eta_seconds": 50665.920365281636, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4423913043478261, "fast_rcnn/fg_cls_accuracy": 0.557608695652174, "iteration": 145919, "loss_box_reg": 0.008241572824772447, "loss_cls": 0.04666387476027012, "loss_rpn_cls": 0.0007865157381274912, "loss_rpn_loc": 0.002477607458786224, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5337629944551736, "total_loss": 0.057509666504500956}
{"data_time": 0.004414770985022187, "eta_seconds": 50646.35772898141, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2403846153846154, "fast_rcnn/fg_cls_accuracy": 0.7596153846153846, "iteration": 145939, "loss_box_reg": 0.00778145354706794, "loss_cls": 0.04502631211653352, "loss_rpn_cls": 0.0013004087939521014, "loss_rpn_loc": 0.002176460049668094, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365754119120538, "total_loss": 0.05749260829867353}
{"data_time": 0.004265037830919027, "eta_seconds": 50614.91865865351, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2921717171717172, "fast_rcnn/fg_cls_accuracy": 0.7078282828282829, "iteration": 145959, "loss_box_reg": 0.008602303598308936, "loss_cls": 0.04536496917717159, "loss_rpn_cls": 0.0011433325037728537, "loss_rpn_loc": 0.002232613172964193, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5308236186392605, "total_loss": 0.05727558616126771}
{"data_time": 0.003958937944844365, "eta_seconds": 50606.55141470558, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.21825396825396826, "fast_rcnn/fg_cls_accuracy": 0.7817460317460317, "iteration": 145979, "loss_box_reg": 0.007580594363389537, "loss_cls": 0.04061611107317731, "loss_rpn_cls": 0.0008427960365224862, "loss_rpn_loc": 0.002722357734455727, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5426799089182168, "total_loss": 0.05357239974409822}
{"data_time": 0.0043466719798743725, "eta_seconds": 50586.044782665325, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40370813397129185, "fast_rcnn/fg_cls_accuracy": 0.5962918660287082, "iteration": 145999, "loss_box_reg": 0.008707091823453084, "loss_cls": 0.045854411844629794, "loss_rpn_cls": 0.0006035217045905483, "loss_rpn_loc": 0.0021909669503656914, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352845285087824, "total_loss": 0.059497625068388516}
{"data_time": 0.004138819873332977, "eta_seconds": 50587.06467777863, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.31257982120051087, "fast_rcnn/fg_cls_accuracy": 0.684056007226739, "iteration": 146019, "loss_box_reg": 0.008076445898041129, "loss_cls": 0.044009131263010204, "loss_rpn_cls": 0.0006860504490191488, "loss_rpn_loc": 0.002390887395449681, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.540643397020176, "total_loss": 0.05538528970532752}
{"data_time": 0.0035635684616863728, "eta_seconds": 50576.29929654673, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2638888888888889, "fast_rcnn/fg_cls_accuracy": 0.7361111111111112, "iteration": 146039, "loss_box_reg": 0.008238900103606284, "loss_cls": 0.045065306359902024, "loss_rpn_cls": 0.0009894853411651638, "loss_rpn_loc": 0.002002946097491076, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5405670523177832, "total_loss": 0.05589026925588314}
{"data_time": 0.0034046564251184464, "eta_seconds": 50565.53391531482, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3076923076923077, "fast_rcnn/fg_cls_accuracy": 0.6923076923076923, "iteration": 146059, "loss_box_reg": 0.008722449565539137, "loss_cls": 0.042426550295203924, "loss_rpn_cls": 0.0006261011052970389, "loss_rpn_loc": 0.002062017112621106, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5414513060823083, "total_loss": 0.055273421538004186}
{"data_time": 0.004067361354827881, "eta_seconds": 50550.33203963586, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3602150537634409, "fast_rcnn/fg_cls_accuracy": 0.6397849462365591, "iteration": 146079, "loss_box_reg": 0.007929484592750669, "loss_cls": 0.042932033771649, "loss_rpn_cls": 0.0008597670805556845, "loss_rpn_loc": 0.0028678071139438543, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5328602590598166, "total_loss": 0.05532231517031505}
{"data_time": 0.003987165633589029, "eta_seconds": 50532.230413900455, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.23757763975155277, "fast_rcnn/fg_cls_accuracy": 0.7624223602484472, "iteration": 146099, "loss_box_reg": 0.008259988186182454, "loss_cls": 0.04427827039035037, "loss_rpn_cls": 0.0008790511478764529, "loss_rpn_loc": 0.0016764442807470914, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5298063105437905, "total_loss": 0.054878814351809524}
{"data_time": 0.004060190869495273, "eta_seconds": 50531.19678969565, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35857142857142854, "fast_rcnn/fg_cls_accuracy": 0.6357894736842105, "iteration": 146119, "loss_box_reg": 0.007909428764833137, "loss_cls": 0.0444664831738919, "loss_rpn_cls": 0.0009457162367425553, "loss_rpn_loc": 0.0017202711969730444, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5448326230980456, "total_loss": 0.05464556282470312}
{"data_time": 0.003516822587698698, "eta_seconds": 50501.14622207265, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.43434343434343436, "fast_rcnn/fg_cls_accuracy": 0.5656565656565657, "iteration": 146139, "loss_box_reg": 0.007737254840321839, "loss_cls": 0.04431337903952226, "loss_rpn_cls": 0.0012294038288018783, "loss_rpn_loc": 0.0026984777232428314, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5347098284401, "total_loss": 0.05552382252596999}
{"data_time": 0.0046130025293678045, "eta_seconds": 50507.2742936241, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.405140758873929, "fast_rcnn/fg_cls_accuracy": 0.5790697674418605, "iteration": 146159, "loss_box_reg": 0.008888158132322133, "loss_cls": 0.044099200633354485, "loss_rpn_cls": 0.0013618297266475565, "loss_rpn_loc": 0.0019226818112656474, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5450511679518968, "total_loss": 0.05751453997459066}
{"data_time": 0.0036613750271499157, "eta_seconds": 50504.54846665985, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.33783783783783783, "fast_rcnn/fg_cls_accuracy": 0.6621621621621622, "iteration": 146179, "loss_box_reg": 0.007800214167218655, "loss_cls": 0.045095058041624725, "loss_rpn_cls": 0.0009588268433162739, "loss_rpn_loc": 0.0022921474046597723, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5387965112458915, "total_loss": 0.05848637307167337}
{"data_time": 0.0037616908084601164, "eta_seconds": 50488.13700397569, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2571428571428571, "fast_rcnn/fg_cls_accuracy": 0.7428571428571429, "iteration": 146199, "loss_box_reg": 0.00815690477611497, "loss_cls": 0.042688429239206016, "loss_rpn_cls": 0.000907900569359299, "loss_rpn_loc": 0.0023116532811400248, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5337181054055691, "total_loss": 0.05362294139786172}
{"data_time": 0.004254321567714214, "eta_seconds": 50467.65317138261, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2294272547728769, "fast_rcnn/fg_cls_accuracy": 0.7705727452271232, "iteration": 146219, "loss_box_reg": 0.008011518599232659, "loss_cls": 0.04332225030520931, "loss_rpn_cls": 0.000648679326900492, "loss_rpn_loc": 0.0016072564394562505, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399867545347661, "total_loss": 0.054142814309784626}
{"data_time": 0.004363582469522953, "eta_seconds": 50472.250016334234, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3711734693877551, "fast_rcnn/fg_cls_accuracy": 0.6288265306122449, "iteration": 146239, "loss_box_reg": 0.00809955334989354, "loss_cls": 0.044605021248571575, "loss_rpn_cls": 0.0008669329573081086, "loss_rpn_loc": 0.0020530696710920893, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5412053554318845, "total_loss": 0.056342678976534444}
{"data_time": 0.003723935689777136, "eta_seconds": 50466.914949014084, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3926767676767677, "fast_rcnn/fg_cls_accuracy": 0.6073232323232323, "iteration": 146259, "loss_box_reg": 0.008223510114476085, "loss_cls": 0.04565204028040171, "loss_rpn_cls": 0.0006583859919828683, "loss_rpn_loc": 0.0023389312173094368, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5498595323879272, "total_loss": 0.05693745300391129}
{"data_time": 0.004101039143279195, "eta_seconds": 50463.532431133324, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37949260042283295, "fast_rcnn/fg_cls_accuracy": 0.5902043692741368, "iteration": 146279, "loss_box_reg": 0.008335217804415151, "loss_cls": 0.04339741563308053, "loss_rpn_cls": 0.0007249352640883444, "loss_rpn_loc": 0.0020599012987077003, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389813771471381, "total_loss": 0.05571669311416372}
{"data_time": 0.0034934519790112972, "eta_seconds": 50445.38033131254, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.5426829268292683, "fast_rcnn/fg_cls_accuracy": 0.45731707317073167, "iteration": 146299, "loss_box_reg": 0.008116270793834701, "loss_cls": 0.04705636133439839, "loss_rpn_cls": 0.000591290357078833, "loss_rpn_loc": 0.003130267472442938, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5328153914306313, "total_loss": 0.06010600773254282}
{"data_time": 0.003876609494909644, "eta_seconds": 50421.15880160057, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.31848739495798317, "fast_rcnn/fg_cls_accuracy": 0.6371100164203612, "iteration": 146319, "loss_box_reg": 0.007702115486608818, "loss_cls": 0.042150546389166266, "loss_rpn_cls": 0.0008908695696163704, "loss_rpn_loc": 0.0020271219400456175, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.532857193145901, "total_loss": 0.053419412634553964}
{"data_time": 0.004280057502910495, "eta_seconds": 50398.92341118748, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3738390092879257, "fast_rcnn/fg_cls_accuracy": 0.6261609907120743, "iteration": 146339, "loss_box_reg": 0.00827773564378731, "loss_cls": 0.04430538212182, "loss_rpn_cls": 0.0013179095413988762, "loss_rpn_loc": 0.002096957050525816, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5385230863466859, "total_loss": 0.056102554823155515}
{"data_time": 0.0035590087063610554, "eta_seconds": 50377.84559577005, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33687943262411346, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 146359, "loss_box_reg": 0.00747911685903091, "loss_cls": 0.0403449849691242, "loss_rpn_cls": 0.0007704305548941193, "loss_rpn_loc": 0.0019061039020016324, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5383352206554264, "total_loss": 0.05245377723798583}
{"data_time": 0.004083557985723019, "eta_seconds": 50367.08581200102, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777778, "iteration": 146379, "loss_box_reg": 0.007823044230462983, "loss_cls": 0.04125584335997701, "loss_rpn_cls": 0.0005819648738452088, "loss_rpn_loc": 0.0019378492361283861, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5466977830510587, "total_loss": 0.05311638921239137}
{"data_time": 0.0043071964755654335, "eta_seconds": 50366.63745006523, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 146399, "loss_box_reg": 0.008187013096176088, "loss_cls": 0.04569881653878838, "loss_rpn_cls": 0.0014746755271062284, "loss_rpn_loc": 0.0022946439057704993, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425371180754155, "total_loss": 0.05821533235939569}
{"data_time": 0.003851761342957616, "eta_seconds": 50345.56624446297, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3935483870967742, "fast_rcnn/fg_cls_accuracy": 0.5825892857142857, "iteration": 146419, "loss_box_reg": 0.008105063054244965, "loss_cls": 0.04451833770144731, "loss_rpn_cls": 0.0009755043353720794, "loss_rpn_loc": 0.0023187378192233155, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5344272518996149, "total_loss": 0.05706763584822738}
{"data_time": 0.003528986591845751, "eta_seconds": 50330.04455074947, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.6904761904761905, "iteration": 146439, "loss_box_reg": 0.008765674312599003, "loss_cls": 0.047416073037311435, "loss_rpn_cls": 0.001155094882051344, "loss_rpn_loc": 0.0021474449313245714, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5359374631661922, "total_loss": 0.059495676567394185}
{"data_time": 0.003985646413639188, "eta_seconds": 50319.28578490671, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2003968253968254, "fast_rcnn/fg_cls_accuracy": 0.73109243697479, "iteration": 146459, "loss_box_reg": 0.008187349390937015, "loss_cls": 0.04263790394179523, "loss_rpn_cls": 0.0010988317969804484, "loss_rpn_loc": 0.001941981014169869, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5376192454714328, "total_loss": 0.054149807629983115}
{"data_time": 0.003669911529868841, "eta_seconds": 50303.39233956323, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20416666666666666, "fast_rcnn/fg_cls_accuracy": 0.7958333333333334, "iteration": 146479, "loss_box_reg": 0.008345465990714729, "loss_cls": 0.04832753911614418, "loss_rpn_cls": 0.0005687657469479745, "loss_rpn_loc": 0.001995988830458373, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5319023279007524, "total_loss": 0.059508079180091045}
{"data_time": 0.0036276448518037796, "eta_seconds": 50297.76825322118, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6598639455782312, "iteration": 146499, "loss_box_reg": 0.007933263521408662, "loss_cls": 0.04197843768633902, "loss_rpn_cls": 0.001143588496177017, "loss_rpn_loc": 0.002694550728847389, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5428842750843614, "total_loss": 0.05551513910631911}
{"data_time": 0.0036165344063192606, "eta_seconds": 50281.877004038775, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3868636077938403, "fast_rcnn/fg_cls_accuracy": 0.6131363922061597, "iteration": 146519, "loss_box_reg": 0.008138825738569722, "loss_cls": 0.0407737871282734, "loss_rpn_cls": 0.0008946507740574816, "loss_rpn_loc": 0.0022456777005572803, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362330011557788, "total_loss": 0.05223615076488386}
{"data_time": 0.0037535943556576967, "eta_seconds": 50276.250721535645, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.26782945736434105, "fast_rcnn/fg_cls_accuracy": 0.732170542635659, "iteration": 146539, "loss_box_reg": 0.00839417931274511, "loss_cls": 0.04252295009791851, "loss_rpn_cls": 0.0008916221402159863, "loss_rpn_loc": 0.0021599861538561527, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5391308236867189, "total_loss": 0.05508921462615035}
{"data_time": 0.003351949853822589, "eta_seconds": 50288.920088017825, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4772357723577236, "fast_rcnn/fg_cls_accuracy": 0.5227642276422764, "iteration": 146559, "loss_box_reg": 0.00778955512214452, "loss_cls": 0.045226415211800486, "loss_rpn_cls": 0.0009346323687395852, "loss_rpn_loc": 0.0019413776280998718, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5415350997354835, "total_loss": 0.05715431644387081}
{"data_time": 0.0037607981357723475, "eta_seconds": 50278.15630764561, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.46464646464646464, "fast_rcnn/fg_cls_accuracy": 0.5325757575757576, "iteration": 146579, "loss_box_reg": 0.007861646154196933, "loss_cls": 0.04650696832686663, "loss_rpn_cls": 0.0010732153850767645, "loss_rpn_loc": 0.0016591564999544062, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376686903182417, "total_loss": 0.05876108742006636}
{"data_time": 0.004028771538287401, "eta_seconds": 50273.23951788782, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3803656597774245, "fast_rcnn/fg_cls_accuracy": 0.6196343402225755, "iteration": 146599, "loss_box_reg": 0.007481852910132147, "loss_cls": 0.04417961451690644, "loss_rpn_cls": 0.0006388725136048379, "loss_rpn_loc": 0.0017071038228095858, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5319485999643803, "total_loss": 0.0545945566550472}
{"data_time": 0.0039001398254185915, "eta_seconds": 50262.47448549676, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4362591431556949, "fast_rcnn/fg_cls_accuracy": 0.5311812179016875, "iteration": 146619, "loss_box_reg": 0.007817998004611582, "loss_cls": 0.04589541730820201, "loss_rpn_cls": 0.0008197186493816844, "loss_rpn_loc": 0.003043285769308568, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406721353065223, "total_loss": 0.05795979906974935}
{"data_time": 0.004115622956305742, "eta_seconds": 50268.539841549005, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5045454545454545, "fast_rcnn/fg_cls_accuracy": 0.45795454545454545, "iteration": 146639, "loss_box_reg": 0.008744253107579425, "loss_cls": 0.04355085495626554, "loss_rpn_cls": 0.0005707988484857651, "loss_rpn_loc": 0.0029364899473875994, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5489852563478053, "total_loss": 0.0590529112661784}
{"data_time": 0.004145909333601594, "eta_seconds": 50264.882190392585, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39962121212121215, "fast_rcnn/fg_cls_accuracy": 0.6003787878787878, "iteration": 146659, "loss_box_reg": 0.007998700835742056, "loss_cls": 0.04379339108709246, "loss_rpn_cls": 0.0005051002003710892, "loss_rpn_loc": 0.0017263685949728824, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349433997180313, "total_loss": 0.05556109141389243}
{"data_time": 0.004423180362209678, "eta_seconds": 50240.80146314786, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40993788819875776, "fast_rcnn/fg_cls_accuracy": 0.5900621118012422, "iteration": 146679, "loss_box_reg": 0.007719401328358799, "loss_cls": 0.04451939923455939, "loss_rpn_cls": 0.0010511848394116896, "loss_rpn_loc": 0.00205951319912856, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5351692889817059, "total_loss": 0.05674587528119446}
{"data_time": 0.004181325435638428, "eta_seconds": 50236.233928046655, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.16843971631205673, "fast_rcnn/fg_cls_accuracy": 0.8315602836879432, "iteration": 146699, "loss_box_reg": 0.007627772924024612, "loss_cls": 0.04383709229296073, "loss_rpn_cls": 0.001169241872389648, "loss_rpn_loc": 0.0019720492673513945, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385752120055258, "total_loss": 0.05725032223497806}
{"data_time": 0.0036879980470985174, "eta_seconds": 50248.8735698259, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4422222222222222, "fast_rcnn/fg_cls_accuracy": 0.5577777777777778, "iteration": 146719, "loss_box_reg": 0.008531167957698926, "loss_cls": 0.046229921746999025, "loss_rpn_cls": 0.000788445426906037, "loss_rpn_loc": 0.0029235413021524437, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5451666475273669, "total_loss": 0.06019767945599597}
{"data_time": 0.003919210750609636, "eta_seconds": 50214.69665237842, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4105263157894737, "fast_rcnn/fg_cls_accuracy": 0.5694736842105264, "iteration": 146739, "loss_box_reg": 0.007706968608545139, "loss_cls": 0.04222090449184179, "loss_rpn_cls": 0.0005884504216737696, "loss_rpn_loc": 0.0015692279193899594, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5339635612908751, "total_loss": 0.054470835452775646}
{"data_time": 0.003806463908404112, "eta_seconds": 50194.65507764043, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.37211981566820274, "fast_rcnn/fg_cls_accuracy": 0.6278801843317973, "iteration": 146759, "loss_box_reg": 0.008227360201999545, "loss_cls": 0.04399103671312332, "loss_rpn_cls": 0.0010810721532266143, "loss_rpn_loc": 0.001965004423254868, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355641338974237, "total_loss": 0.055212091644989414}
{"data_time": 0.004512950079515576, "eta_seconds": 50170.518503923435, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19415204678362574, "fast_rcnn/fg_cls_accuracy": 0.7489035087719298, "iteration": 146779, "loss_box_reg": 0.0078746356011834, "loss_cls": 0.044199276162544265, "loss_rpn_cls": 0.0011504066546308422, "loss_rpn_loc": 0.0027843176449096063, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376801579259336, "total_loss": 0.06028612097543373}
{"data_time": 0.004046786576509476, "eta_seconds": 50173.121780023444, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.1921921921921922, "fast_rcnn/fg_cls_accuracy": 0.8078078078078078, "iteration": 146799, "loss_box_reg": 0.008055200800299644, "loss_cls": 0.04225905839120969, "loss_rpn_cls": 0.000674034620033126, "loss_rpn_loc": 0.0026482859921088675, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397700914181769, "total_loss": 0.05383877031772499}
{"data_time": 0.0038629884365946054, "eta_seconds": 50162.35513121495, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.34208776595744683, "fast_rcnn/fg_cls_accuracy": 0.6579122340425532, "iteration": 146819, "loss_box_reg": 0.009176728635793552, "loss_cls": 0.04509178991429508, "loss_rpn_cls": 0.0013961508350348595, "loss_rpn_loc": 0.0020652831881307065, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5373074770905077, "total_loss": 0.057761288611231976}
{"data_time": 0.0039216275326907635, "eta_seconds": 50193.5870173641, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.22408026755852845, "fast_rcnn/fg_cls_accuracy": 0.7494802494802495, "iteration": 146839, "loss_box_reg": 0.008335032151080668, "loss_cls": 0.04565616793115623, "loss_rpn_cls": 0.0006875547300637663, "loss_rpn_loc": 0.0022464975645561935, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5432451849337667, "total_loss": 0.05804770866649278}
{"data_time": 0.004349162336438894, "eta_seconds": 50182.81135222153, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27932351336606653, "fast_rcnn/fg_cls_accuracy": 0.6950354609929078, "iteration": 146859, "loss_box_reg": 0.007916192465927452, "loss_cls": 0.04277733282651752, "loss_rpn_cls": 0.0006129268253971532, "loss_rpn_loc": 0.002327881215023808, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5401477527339011, "total_loss": 0.05442909059638623}
{"data_time": 0.00393780367448926, "eta_seconds": 50172.035687078955, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48333333333333334, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 146879, "loss_box_reg": 0.00790669716661796, "loss_cls": 0.04531377804232761, "loss_rpn_cls": 0.0006305397027972504, "loss_rpn_loc": 0.0020141700806561857, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382736665196717, "total_loss": 0.057226757270200324}
{"data_time": 0.004193309228867292, "eta_seconds": 50151.9106594522, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.36403508771929827, "fast_rcnn/fg_cls_accuracy": 0.6359649122807017, "iteration": 146899, "loss_box_reg": 0.008481105731334537, "loss_cls": 0.04419602360576391, "loss_rpn_cls": 0.0008804876508179404, "loss_rpn_loc": 0.003042640235435101, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5438268058933318, "total_loss": 0.058341100689631276}
{"data_time": 0.003911757143214345, "eta_seconds": 50151.38955744845, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.47619047619047616, "fast_rcnn/fg_cls_accuracy": 0.5238095238095238, "iteration": 146919, "loss_box_reg": 0.007738108630292118, "loss_cls": 0.0436110352165997, "loss_rpn_cls": 0.00112556706039868, "loss_rpn_loc": 0.0018311591520614456, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393063095398247, "total_loss": 0.0561833799850433}
{"data_time": 0.003927437122911215, "eta_seconds": 50150.13879661006, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23585858585858585, "fast_rcnn/fg_cls_accuracy": 0.7641414141414141, "iteration": 146939, "loss_box_reg": 0.008419037083513103, "loss_cls": 0.04206557309953496, "loss_rpn_cls": 0.0007490655863193751, "loss_rpn_loc": 0.002060795273791882, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403600845020264, "total_loss": 0.055516767862485494}
{"data_time": 0.004174996167421341, "eta_seconds": 50155.781332534505, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.27521008403361347, "fast_rcnn/fg_cls_accuracy": 0.7142857142857143, "iteration": 146959, "loss_box_reg": 0.008113073330605403, "loss_cls": 0.04478895978536457, "loss_rpn_cls": 0.0008953026103313277, "loss_rpn_loc": 0.0022675064647046383, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423068620730191, "total_loss": 0.05559836469561219}
{"data_time": 0.004075231263414025, "eta_seconds": 50134.875300752465, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2347560975609756, "fast_rcnn/fg_cls_accuracy": 0.7652439024390244, "iteration": 146979, "loss_box_reg": 0.008194021880626678, "loss_cls": 0.0441556487348862, "loss_rpn_cls": 0.0011774790507956823, "loss_rpn_loc": 0.002802122007778962, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5397334943991154, "total_loss": 0.05556361270254229}
{"data_time": 0.004112766589969397, "eta_seconds": 50137.3552481425, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36278195488721804, "fast_rcnn/fg_cls_accuracy": 0.637218045112782, "iteration": 146999, "loss_box_reg": 0.00712514334009029, "loss_cls": 0.044330176431685686, "loss_rpn_cls": 0.0009531201550316837, "loss_rpn_loc": 0.001712658027827274, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5407252321019769, "total_loss": 0.05514099505893455}
{"data_time": 0.003904656507074833, "eta_seconds": 50113.31678157905, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5143325143325144, "fast_rcnn/fg_cls_accuracy": 0.4856674856674857, "iteration": 147019, "loss_box_reg": 0.007837558863684535, "loss_cls": 0.047248911345377564, "loss_rpn_cls": 0.0009737703726386826, "loss_rpn_loc": 0.0024630100451759063, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5376933000516146, "total_loss": 0.059421691080913774}
{"data_time": 0.0046927244402468204, "eta_seconds": 50102.537521992344, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4029761904761905, "fast_rcnn/fg_cls_accuracy": 0.5970238095238095, "iteration": 147039, "loss_box_reg": 0.007615984708536416, "loss_cls": 0.040535358362831175, "loss_rpn_cls": 0.0007817202201749751, "loss_rpn_loc": 0.00245686671405565, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392033716198057, "total_loss": 0.05322184091505733}
{"data_time": 0.00398258538916707, "eta_seconds": 50079.44315072312, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.47393048128342247, "fast_rcnn/fg_cls_accuracy": 0.5260695187165776, "iteration": 147059, "loss_box_reg": 0.008055241632973775, "loss_cls": 0.04314040805911645, "loss_rpn_cls": 0.000501651438639783, "loss_rpn_loc": 0.0018103077745763585, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370074529200792, "total_loss": 0.05523274008055523}
{"data_time": 0.0043446815107017756, "eta_seconds": 50074.69344967068, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27521008403361347, "fast_rcnn/fg_cls_accuracy": 0.7247899159663866, "iteration": 147079, "loss_box_reg": 0.008758342824876308, "loss_cls": 0.04496853135060519, "loss_rpn_cls": 0.0004999383286303782, "loss_rpn_loc": 0.0020195141460135346, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358639934565872, "total_loss": 0.057774568873810495}
{"data_time": 0.004051296506077051, "eta_seconds": 50085.75421445514, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.24229781771501926, "fast_rcnn/fg_cls_accuracy": 0.6782744282744283, "iteration": 147099, "loss_box_reg": 0.008548386656912044, "loss_cls": 0.04375085234642029, "loss_rpn_cls": 0.0008508758128300542, "loss_rpn_loc": 0.002053252395853633, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5437884251587093, "total_loss": 0.054490916901158926}
{"data_time": 0.0045472425408661366, "eta_seconds": 50059.42048364552, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3793859649122807, "fast_rcnn/fg_cls_accuracy": 0.6206140350877194, "iteration": 147119, "loss_box_reg": 0.008062749548116699, "loss_cls": 0.0427867099060677, "loss_rpn_cls": 0.0012397968747563937, "loss_rpn_loc": 0.002322171236301074, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395573431160301, "total_loss": 0.05515664346791027}
{"data_time": 0.004114171722903848, "eta_seconds": 50055.702043414116, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3337041156840934, "fast_rcnn/fg_cls_accuracy": 0.6662958843159066, "iteration": 147139, "loss_box_reg": 0.008891688688891008, "loss_cls": 0.04490098505630158, "loss_rpn_cls": 0.0008851736334918314, "loss_rpn_loc": 0.003002833382197423, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5306437807157636, "total_loss": 0.05762104002315027}
{"data_time": 0.004110891837626696, "eta_seconds": 50025.560103251366, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.40826330532212884, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 147159, "loss_box_reg": 0.008651542942970991, "loss_cls": 0.04420217146980576, "loss_rpn_cls": 0.0008517802823462262, "loss_rpn_loc": 0.0021583608722721692, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.533455868717283, "total_loss": 0.05729821206341512}
{"data_time": 0.0035927495919167995, "eta_seconds": 50014.783493757015, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.421969696969697, "fast_rcnn/fg_cls_accuracy": 0.540625, "iteration": 147179, "loss_box_reg": 0.007244353910209611, "loss_cls": 0.0445804544724524, "loss_rpn_cls": 0.0008850472314065883, "loss_rpn_loc": 0.002311333424586337, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399138648062944, "total_loss": 0.05665295506798884}
{"data_time": 0.0038447375409305096, "eta_seconds": 50010.02600943693, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3125, "fast_rcnn/fg_cls_accuracy": 0.6875, "iteration": 147199, "loss_box_reg": 0.007892913330579177, "loss_cls": 0.046618477324955165, "loss_rpn_cls": 0.0005164896635960758, "loss_rpn_loc": 0.0017742229483701522, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5395869233179837, "total_loss": 0.05781122813766615}
{"data_time": 0.0038324997294694185, "eta_seconds": 50008.95207552519, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.39343434343434347, "fast_rcnn/fg_cls_accuracy": 0.582688588007737, "iteration": 147219, "loss_box_reg": 0.008104376232950017, "loss_cls": 0.04388997959904373, "loss_rpn_cls": 0.0006661094851381222, "loss_rpn_loc": 0.0026194120200671023, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5459352442994714, "total_loss": 0.056987863819813356}
{"data_time": 0.004847190110012889, "eta_seconds": 49978.97580320877, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.27106227106227104, "fast_rcnn/fg_cls_accuracy": 0.7100840336134454, "iteration": 147239, "loss_box_reg": 0.007973170024342835, "loss_cls": 0.044773644069209695, "loss_rpn_cls": 0.0012370048186767235, "loss_rpn_loc": 0.0018159440951421857, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5306212895084172, "total_loss": 0.058245659223416624}
{"data_time": 0.00439050211571157, "eta_seconds": 49967.29804937006, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3883399209486166, "fast_rcnn/fg_cls_accuracy": 0.6116600790513834, "iteration": 147259, "loss_box_reg": 0.007942180425743572, "loss_cls": 0.041101476876065135, "loss_rpn_cls": 0.0007196413367296373, "loss_rpn_loc": 0.0018433871264278423, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5394376921467483, "total_loss": 0.05195281734927448}
{"data_time": 0.003991946345195174, "eta_seconds": 49927.02667045081, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3991891891891892, "fast_rcnn/fg_cls_accuracy": 0.6008108108108108, "iteration": 147279, "loss_box_reg": 0.008595473977038637, "loss_cls": 0.04337118158582598, "loss_rpn_cls": 0.0013451312758547829, "loss_rpn_loc": 0.0024071390798781067, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5314737730659544, "total_loss": 0.05628951219526357}
{"data_time": 0.0038889453280717134, "eta_seconds": 49937.58212695643, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2157622739018088, "fast_rcnn/fg_cls_accuracy": 0.7842377260981912, "iteration": 147299, "loss_box_reg": 0.0076521323644556105, "loss_cls": 0.04252879225532524, "loss_rpn_cls": 0.0006387242317487107, "loss_rpn_loc": 0.002398810183876776, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5396365891210735, "total_loss": 0.05491415654392995}
{"data_time": 0.003922222880646586, "eta_seconds": 49914.2488271771, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4184981684981685, "fast_rcnn/fg_cls_accuracy": 0.5376984126984128, "iteration": 147319, "loss_box_reg": 0.007717692817095667, "loss_cls": 0.04423832200700417, "loss_rpn_cls": 0.0011915339866845898, "loss_rpn_loc": 0.0018280634631082648, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.537515954580158, "total_loss": 0.05599060388408361}
{"data_time": 0.004009392112493515, "eta_seconds": 49903.4776337659, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.35233918128654973, "fast_rcnn/fg_cls_accuracy": 0.6476608187134503, "iteration": 147339, "loss_box_reg": 0.008248922938946635, "loss_cls": 0.045896473224274814, "loss_rpn_cls": 0.0007815300468791975, "loss_rpn_loc": 0.002412012368949945, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5347455993760377, "total_loss": 0.05760686338413734}
{"data_time": 0.0034408422652632, "eta_seconds": 49892.7064403547, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.3665966386554622, "fast_rcnn/fg_cls_accuracy": 0.6334033613445378, "iteration": 147359, "loss_box_reg": 0.008022450056159869, "loss_cls": 0.04386245657224208, "loss_rpn_cls": 0.0008358731327007263, "loss_rpn_loc": 0.001922605555591872, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5386353540234268, "total_loss": 0.05568015068377008}
{"data_time": 0.003732128767296672, "eta_seconds": 49881.935246943496, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5247311827956989, "fast_rcnn/fg_cls_accuracy": 0.453921568627451, "iteration": 147379, "loss_box_reg": 0.008138117584167048, "loss_cls": 0.0491501884534955, "loss_rpn_cls": 0.0012599565100117616, "loss_rpn_loc": 0.002171845682823914, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5402526878751814, "total_loss": 0.06262050215582349}
{"data_time": 0.004240079550072551, "eta_seconds": 49865.61174584739, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3840108401084011, "fast_rcnn/fg_cls_accuracy": 0.615989159891599, "iteration": 147399, "loss_box_reg": 0.007351697335252538, "loss_cls": 0.043417985551059246, "loss_rpn_cls": 0.0009666400301568956, "loss_rpn_loc": 0.0019311791293148417, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395118326414376, "total_loss": 0.055579283288807346}
{"data_time": 0.00450385338626802, "eta_seconds": 49873.72926010913, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.33066860465116277, "fast_rcnn/fg_cls_accuracy": 0.6693313953488372, "iteration": 147419, "loss_box_reg": 0.007660111936274916, "loss_cls": 0.040800392685923725, "loss_rpn_cls": 0.0006366505789401344, "loss_rpn_loc": 0.0019134831927658524, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5409036916680634, "total_loss": 0.05171770466927228}
{"data_time": 0.003984970506280661, "eta_seconds": 49906.71814419632, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3330232558139535, "fast_rcnn/fg_cls_accuracy": 0.5972093023255813, "iteration": 147439, "loss_box_reg": 0.00826840940862894, "loss_cls": 0.04623847478069365, "loss_rpn_cls": 0.0006364481473895012, "loss_rpn_loc": 0.0017962352158065187, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5406450966838747, "total_loss": 0.05838858449158124}
{"data_time": 0.004260088549926877, "eta_seconds": 49895.93461373658, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.1921921921921922, "fast_rcnn/fg_cls_accuracy": 0.8078078078078078, "iteration": 147459, "loss_box_reg": 0.007819523307261989, "loss_cls": 0.04355232138186693, "loss_rpn_cls": 0.0005405380621823497, "loss_rpn_loc": 0.002429184125503525, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535395122366026, "total_loss": 0.05616461397403327}
{"data_time": 0.004830594407394528, "eta_seconds": 49911.048306888435, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3970588235294118, "fast_rcnn/fg_cls_accuracy": 0.5961844197138315, "iteration": 147479, "loss_box_reg": 0.008088685252005234, "loss_cls": 0.04417602065950632, "loss_rpn_cls": 0.0009577747529192493, "loss_rpn_loc": 0.002368926587223541, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5400007686112076, "total_loss": 0.05719271885755006}
{"data_time": 0.0045125908218324184, "eta_seconds": 49889.51168633043, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2331701346389229, "fast_rcnn/fg_cls_accuracy": 0.6926765475152572, "iteration": 147499, "loss_box_reg": 0.008406354842009023, "loss_cls": 0.04707188764587045, "loss_rpn_cls": 0.00167044467514188, "loss_rpn_loc": 0.0021877124381717294, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346567763481289, "total_loss": 0.05939989248940947}
{"data_time": 0.004618123406544328, "eta_seconds": 49878.72488149884, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.39148936170212767, "fast_rcnn/fg_cls_accuracy": 0.6085106382978723, "iteration": 147519, "loss_box_reg": 0.008051135926507413, "loss_cls": 0.04456511454191059, "loss_rpn_cls": 0.0013106414203321037, "loss_rpn_loc": 0.0020481575920712203, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5367280940990895, "total_loss": 0.057042411703264406}
{"data_time": 0.0046236098278313875, "eta_seconds": 49876.17457387457, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4194444444444444, "fast_rcnn/fg_cls_accuracy": 0.5607638888888888, "iteration": 147539, "loss_box_reg": 0.008207238221075386, "loss_cls": 0.04306849930435419, "loss_rpn_cls": 0.0013438056158747713, "loss_rpn_loc": 0.002834825410900521, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413812214974314, "total_loss": 0.05752554777291152}
{"data_time": 0.004232278559356928, "eta_seconds": 49829.54619892873, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3093424218123496, "fast_rcnn/fg_cls_accuracy": 0.6906575781876503, "iteration": 147559, "loss_box_reg": 0.008262429852038622, "loss_cls": 0.044491109903901815, "loss_rpn_cls": 0.0010224471566573357, "loss_rpn_loc": 0.0021361951039580163, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338358106091619, "total_loss": 0.057426952657806396}
{"data_time": 0.004087703535333276, "eta_seconds": 49832.73126509506, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.32432432432432434, "fast_rcnn/fg_cls_accuracy": 0.6611541168191415, "iteration": 147579, "loss_box_reg": 0.008398866426432505, "loss_cls": 0.04562841125880368, "loss_rpn_cls": 0.0007295504738067393, "loss_rpn_loc": 0.0019586869530030526, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431594119872898, "total_loss": 0.05718241783642952}
{"data_time": 0.004545815987512469, "eta_seconds": 49835.577662172494, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4594320486815416, "fast_rcnn/fg_cls_accuracy": 0.5390199637023594, "iteration": 147599, "loss_box_reg": 0.007911964843515307, "loss_cls": 0.04574628302361816, "loss_rpn_cls": 0.0008399981544471302, "loss_rpn_loc": 0.002161955570045393, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375058518256992, "total_loss": 0.05759555504243963}
{"data_time": 0.004451947985216975, "eta_seconds": 49811.16355590988, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 147619, "loss_box_reg": 0.007729104021564126, "loss_cls": 0.04408788419095799, "loss_rpn_cls": 0.0007004474177847442, "loss_rpn_loc": 0.0019540404464351013, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5396346705965698, "total_loss": 0.05427137747676625}
{"data_time": 0.0036501367576420307, "eta_seconds": 49758.30327904411, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32176470588235295, "fast_rcnn/fg_cls_accuracy": 0.678235294117647, "iteration": 147639, "loss_box_reg": 0.007524305081460625, "loss_cls": 0.04360911843832582, "loss_rpn_cls": 0.00040251005066238577, "loss_rpn_loc": 0.002274584876431618, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400948473252356, "total_loss": 0.052527233572675414}
{"data_time": 0.003971806028857827, "eta_seconds": 49775.642037140206, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3441258094357077, "fast_rcnn/fg_cls_accuracy": 0.6558741905642923, "iteration": 147659, "loss_box_reg": 0.008038986037718132, "loss_cls": 0.04497245809761807, "loss_rpn_cls": 0.0005637370672388897, "loss_rpn_loc": 0.001932707422383828, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5469673436600715, "total_loss": 0.05642478176525856}
{"data_time": 0.003946988843381405, "eta_seconds": 49778.811992132105, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3514285714285714, "fast_rcnn/fg_cls_accuracy": 0.6485714285714286, "iteration": 147679, "loss_box_reg": 0.008030387514736503, "loss_cls": 0.046349020150955766, "loss_rpn_cls": 0.0007098823791125142, "loss_rpn_loc": 0.002467392881953856, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375084043480456, "total_loss": 0.05884926552414527}
{"data_time": 0.004249878693372011, "eta_seconds": 49781.64363801456, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2977632805219012, "fast_rcnn/fg_cls_accuracy": 0.7022367194780987, "iteration": 147699, "loss_box_reg": 0.007888874417403713, "loss_cls": 0.04350738984066993, "loss_rpn_cls": 0.0005760834561101547, "loss_rpn_loc": 0.0017399739226675592, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5425621250178665, "total_loss": 0.05303439038573288}
{"data_time": 0.004064322914928198, "eta_seconds": 49752.4929032661, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3548387096774194, "fast_rcnn/fg_cls_accuracy": 0.6425806451612903, "iteration": 147719, "loss_box_reg": 0.008666866924613714, "loss_cls": 0.04507476120488718, "loss_rpn_cls": 0.0009587817913256913, "loss_rpn_loc": 0.0021622293716063723, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5399904027581215, "total_loss": 0.05767044048951675}
{"data_time": 0.004211227875202894, "eta_seconds": 49754.232579952106, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3053571428571429, "fast_rcnn/fg_cls_accuracy": 0.6470238095238096, "iteration": 147739, "loss_box_reg": 0.009312285663327202, "loss_cls": 0.045203065616078675, "loss_rpn_cls": 0.0015046143057020345, "loss_rpn_loc": 0.002212460480222944, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.540100664133206, "total_loss": 0.058893602440605264}
{"data_time": 0.003995461855083704, "eta_seconds": 49761.51952023874, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4519912711402073, "fast_rcnn/fg_cls_accuracy": 0.5480087288597927, "iteration": 147759, "loss_box_reg": 0.008210158412111923, "loss_cls": 0.044683405896648765, "loss_rpn_cls": 0.0006871758336046696, "loss_rpn_loc": 0.002091604761517374, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374507224187255, "total_loss": 0.05706785192509756}
{"data_time": 0.004175480920821428, "eta_seconds": 49750.730062292656, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21883289124668437, "fast_rcnn/fg_cls_accuracy": 0.7811671087533156, "iteration": 147779, "loss_box_reg": 0.007735136343399063, "loss_cls": 0.04184764251112938, "loss_rpn_cls": 0.000745844280061192, "loss_rpn_loc": 0.002527910026401514, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5407745728734881, "total_loss": 0.0542843988266668}
{"data_time": 0.004002389498054981, "eta_seconds": 49746.38697382528, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4038662486938349, "fast_rcnn/fg_cls_accuracy": 0.58098223615465, "iteration": 147799, "loss_box_reg": 0.0077340724965324625, "loss_cls": 0.045349868829362094, "loss_rpn_cls": 0.0009912900335393715, "loss_rpn_loc": 0.002289559994096635, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5408261313568801, "total_loss": 0.05655297873681775}
{"data_time": 0.004037890816107392, "eta_seconds": 49716.92280902504, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.38816813700051894, "fast_rcnn/fg_cls_accuracy": 0.5355400696864111, "iteration": 147819, "loss_box_reg": 0.008355826052138582, "loss_cls": 0.04542024829424918, "loss_rpn_cls": 0.0005957635815434514, "loss_rpn_loc": 0.002388071594396024, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.534777979599312, "total_loss": 0.05624894677583825}
{"data_time": 0.004183939658105373, "eta_seconds": 49689.99764262815, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.33864864864864863, "fast_rcnn/fg_cls_accuracy": 0.6613513513513514, "iteration": 147839, "loss_box_reg": 0.00826912367483601, "loss_cls": 0.04524415568448603, "loss_rpn_cls": 0.001212560687235964, "loss_rpn_loc": 0.0021821204354637302, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5413523647002876, "total_loss": 0.057279884302943174}
{"data_time": 0.00454167602583766, "eta_seconds": 49678.6101736275, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.325, "fast_rcnn/fg_cls_accuracy": 0.675, "iteration": 147859, "loss_box_reg": 0.007903901481768116, "loss_cls": 0.04044375516241416, "loss_rpn_cls": 0.0011027813491750749, "loss_rpn_loc": 0.0022401562600862235, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.539151267381385, "total_loss": 0.052586876379905334}
{"data_time": 0.004175474401563406, "eta_seconds": 49678.73380407505, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.7, "iteration": 147879, "loss_box_reg": 0.008111785282380879, "loss_cls": 0.045786879665683955, "loss_rpn_cls": 0.0010711158806770982, "loss_rpn_loc": 0.0019016053574887337, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5402818324510008, "total_loss": 0.057189652741385544}
{"data_time": 0.00405488139949739, "eta_seconds": 49663.206152853556, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.47619047619047616, "fast_rcnn/fg_cls_accuracy": 0.5238095238095238, "iteration": 147899, "loss_box_reg": 0.008223733166232705, "loss_cls": 0.04314061172772199, "loss_rpn_cls": 0.0009854040482082382, "loss_rpn_loc": 0.002524400388210779, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5399072000291198, "total_loss": 0.05525654129257873}
{"data_time": 0.004362634615972638, "eta_seconds": 49646.26065918314, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17592592592592593, "fast_rcnn/fg_cls_accuracy": 0.7574074074074073, "iteration": 147919, "loss_box_reg": 0.007922894379589707, "loss_cls": 0.042693466355558485, "loss_rpn_cls": 0.0005683079999698748, "loss_rpn_loc": 0.0017349765548715368, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5341511380393058, "total_loss": 0.053209199488037484}
{"data_time": 0.0037399111315608025, "eta_seconds": 49632.38275699387, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5294840294840295, "fast_rcnn/fg_cls_accuracy": 0.4705159705159705, "iteration": 147939, "loss_box_reg": 0.007800259918440133, "loss_cls": 0.04602486593648791, "loss_rpn_cls": 0.0004838775224698111, "loss_rpn_loc": 0.0020213155112287495, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5359919669572264, "total_loss": 0.057251910736511036}
{"data_time": 0.004249389516189694, "eta_seconds": 49621.60025783419, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3819655521783181, "fast_rcnn/fg_cls_accuracy": 0.6180344478216819, "iteration": 147959, "loss_box_reg": 0.007785539957694709, "loss_cls": 0.04473812482319772, "loss_rpn_cls": 0.0008877127299342646, "loss_rpn_loc": 0.002593778703158023, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5401931076776236, "total_loss": 0.05576028390962051}
{"data_time": 0.00457519106566906, "eta_seconds": 49603.14871941693, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5361344537815126, "fast_rcnn/fg_cls_accuracy": 0.4638655462184874, "iteration": 147979, "loss_box_reg": 0.007703886338276789, "loss_cls": 0.045350237865932286, "loss_rpn_cls": 0.0008150040082455234, "loss_rpn_loc": 0.0019909211914637126, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5316380034200847, "total_loss": 0.05768632014007835}
{"data_time": 0.004051759606227279, "eta_seconds": 49570.52239922038, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43990042674253205, "fast_rcnn/fg_cls_accuracy": 0.5388157894736842, "iteration": 147999, "loss_box_reg": 0.00784975168062374, "loss_cls": 0.04393599682953209, "loss_rpn_cls": 0.0006890598328936903, "loss_rpn_loc": 0.0017945816580322571, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362254849169403, "total_loss": 0.05545327994775562}
{"data_time": 0.0036247915122658014, "eta_seconds": 49569.80489490158, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3041666666666667, "fast_rcnn/fg_cls_accuracy": 0.6958333333333333, "iteration": 148019, "loss_box_reg": 0.009075972920982167, "loss_cls": 0.04329627635888755, "loss_rpn_cls": 0.0006349576315187733, "loss_rpn_loc": 0.001973737325897673, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5448928945697844, "total_loss": 0.05771317526830444}
{"data_time": 0.00379875092767179, "eta_seconds": 49559.02662441204, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4422336328626444, "fast_rcnn/fg_cls_accuracy": 0.5333761232349166, "iteration": 148039, "loss_box_reg": 0.007570932619273663, "loss_cls": 0.043066239915788174, "loss_rpn_cls": 0.0013755131426478329, "loss_rpn_loc": 0.0021983006481605116, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5399667238816619, "total_loss": 0.05551021815495005}
{"data_time": 0.003862920915707946, "eta_seconds": 49562.95876905578, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4773449920508744, "fast_rcnn/fg_cls_accuracy": 0.5226550079491257, "iteration": 148059, "loss_box_reg": 0.008327623712830245, "loss_cls": 0.04278535698540509, "loss_rpn_cls": 0.0012013743133820753, "loss_rpn_loc": 0.0020395956562424544, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420706805307418, "total_loss": 0.05582235602992114}
{"data_time": 0.003849916160106659, "eta_seconds": 49552.17729859776, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1523809523809524, "fast_rcnn/fg_cls_accuracy": 0.8476190476190477, "iteration": 148079, "loss_box_reg": 0.007302244484890252, "loss_cls": 0.04139430547365919, "loss_rpn_cls": 0.0007603832209497341, "loss_rpn_loc": 0.0023516773253504653, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5391288360115141, "total_loss": 0.051534743236800296}
{"data_time": 0.0045927744358778, "eta_seconds": 49546.12276371638, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.32529239766081874, "fast_rcnn/fg_cls_accuracy": 0.6747076023391813, "iteration": 148099, "loss_box_reg": 0.007757345287245698, "loss_cls": 0.0448512117145583, "loss_rpn_cls": 0.0010031844768718656, "loss_rpn_loc": 0.0025336783328384627, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5466204821132123, "total_loss": 0.055522561707789464}
{"data_time": 0.004239498171955347, "eta_seconds": 49535.3402645567, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33739837398373984, "fast_rcnn/fg_cls_accuracy": 0.5924261874197689, "iteration": 148119, "loss_box_reg": 0.00821209340938367, "loss_cls": 0.044629359850659966, "loss_rpn_cls": 0.0006686276956315851, "loss_rpn_loc": 0.0025127613444055896, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397282680496573, "total_loss": 0.057388117378593506}
{"data_time": 0.0037081309128552675, "eta_seconds": 49527.64577288716, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3460526315789474, "fast_rcnn/fg_cls_accuracy": 0.6539473684210526, "iteration": 148139, "loss_box_reg": 0.007627982893609442, "loss_cls": 0.04779494402464479, "loss_rpn_cls": 0.0010535892586176487, "loss_rpn_loc": 0.002166415553801926, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5459325888659805, "total_loss": 0.05839266718783165}
{"data_time": 0.004391698632389307, "eta_seconds": 49538.25613628072, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4377659574468085, "fast_rcnn/fg_cls_accuracy": 0.5622340425531915, "iteration": 148159, "loss_box_reg": 0.008098913909634575, "loss_cls": 0.042842214985284954, "loss_rpn_cls": 0.0009756024267062458, "loss_rpn_loc": 0.0024444381160719786, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5443563214503229, "total_loss": 0.05500520899931871}
{"data_time": 0.0039840638637542725, "eta_seconds": 49512.22301778663, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43344025661587815, "fast_rcnn/fg_cls_accuracy": 0.5665597433841218, "iteration": 148179, "loss_box_reg": 0.007749098644126207, "loss_cls": 0.04484699433669448, "loss_rpn_cls": 0.0006396207858188063, "loss_rpn_loc": 0.0023338047540164553, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5342022432014346, "total_loss": 0.05626632025143863}
{"data_time": 0.004119114018976688, "eta_seconds": 49496.19161890191, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3340501792114695, "fast_rcnn/fg_cls_accuracy": 0.6659498207885305, "iteration": 148199, "loss_box_reg": 0.007505168716306798, "loss_cls": 0.0448160984669812, "loss_rpn_cls": 0.0007156834419106417, "loss_rpn_loc": 0.0023186592115962412, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368543250951916, "total_loss": 0.054824018543286}
{"data_time": 0.003857624251395464, "eta_seconds": 49481.427768758265, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25112443778110943, "fast_rcnn/fg_cls_accuracy": 0.7488755622188905, "iteration": 148219, "loss_box_reg": 0.009033595997607335, "loss_cls": 0.04390621813945472, "loss_rpn_cls": 0.0009889663290891804, "loss_rpn_loc": 0.0016058403125498444, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5292469770647585, "total_loss": 0.05534573349336824}
{"data_time": 0.004153830464929342, "eta_seconds": 49474.02321107942, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4085239085239085, "fast_rcnn/fg_cls_accuracy": 0.5671171171171171, "iteration": 148239, "loss_box_reg": 0.007616875838721171, "loss_cls": 0.04393292800523341, "loss_rpn_cls": 0.0010962335973090376, "loss_rpn_loc": 0.0023723933391011087, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540127748856321, "total_loss": 0.05595955023017041}
{"data_time": 0.00390655011869967, "eta_seconds": 49463.84151926101, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.37384792626728114, "fast_rcnn/fg_cls_accuracy": 0.6261520737327189, "iteration": 148259, "loss_box_reg": 0.008234339853515849, "loss_cls": 0.04495146221597679, "loss_rpn_cls": 0.0006858620650973535, "loss_rpn_loc": 0.002067024208372459, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402895656879991, "total_loss": 0.05537856598448343}
{"data_time": 0.0044393830467015505, "eta_seconds": 49484.197551868856, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.485837922895358, "fast_rcnn/fg_cls_accuracy": 0.514162077104642, "iteration": 148279, "loss_box_reg": 0.008605160925071687, "loss_cls": 0.04590172541793436, "loss_rpn_cls": 0.0006096713975125567, "loss_rpn_loc": 0.0022653935811831616, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5425709220580757, "total_loss": 0.05817505264337797}
{"data_time": 0.0036454712972044945, "eta_seconds": 49459.39153265767, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1442355269668481, "fast_rcnn/fg_cls_accuracy": 0.855764473033152, "iteration": 148299, "loss_box_reg": 0.007536402597906999, "loss_cls": 0.040147916006390005, "loss_rpn_cls": 0.0009082251953600462, "loss_rpn_loc": 0.0022405279723898275, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368624560069293, "total_loss": 0.05190138442208081}
{"data_time": 0.0040673010516911745, "eta_seconds": 49459.11640670081, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4405882352941176, "fast_rcnn/fg_cls_accuracy": 0.5594117647058824, "iteration": 148319, "loss_box_reg": 0.007762076304061338, "loss_cls": 0.045033932954538614, "loss_rpn_cls": 0.0009813280913704148, "loss_rpn_loc": 0.0028463846138038207, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379918413236737, "total_loss": 0.056511406667993924}
{"data_time": 0.004350215429440141, "eta_seconds": 49425.94694060553, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2532005689900427, "fast_rcnn/fg_cls_accuracy": 0.7467994310099573, "iteration": 148339, "loss_box_reg": 0.008313839003676549, "loss_cls": 0.04458081698976457, "loss_rpn_cls": 0.0008677145083879623, "loss_rpn_loc": 0.002236645479570143, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5370030705817044, "total_loss": 0.05610959475940547}
{"data_time": 0.003923977492377162, "eta_seconds": 49408.139540391974, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3295218295218295, "fast_rcnn/fg_cls_accuracy": 0.6704781704781705, "iteration": 148359, "loss_box_reg": 0.007592465815832838, "loss_cls": 0.04324799310415983, "loss_rpn_cls": 0.0007482540042929031, "loss_rpn_loc": 0.0019616676836449187, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5357250557281077, "total_loss": 0.053818493647781906}
{"data_time": 0.004073587711900473, "eta_seconds": 49384.33888010937, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4411764705882353, "fast_rcnn/fg_cls_accuracy": 0.5588235294117647, "iteration": 148379, "loss_box_reg": 0.008187735307728872, "loss_cls": 0.042471758963074535, "loss_rpn_cls": 0.0009863915554433333, "loss_rpn_loc": 0.001988815727600013, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5344782439060509, "total_loss": 0.05539269001849334}
{"data_time": 0.004525762051343918, "eta_seconds": 49373.55874479539, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.17190431519699811, "fast_rcnn/fg_cls_accuracy": 0.8280956848030019, "iteration": 148399, "loss_box_reg": 0.007615809561684728, "loss_cls": 0.04179987806128338, "loss_rpn_cls": 0.0016825515956497838, "loss_rpn_loc": 0.0021860499946342316, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396574048791081, "total_loss": 0.0552093137951033}
{"data_time": 0.0038085735868662596, "eta_seconds": 49368.89230081136, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24861111111111112, "fast_rcnn/fg_cls_accuracy": 0.6276315789473684, "iteration": 148419, "loss_box_reg": 0.007916413916973397, "loss_cls": 0.04632640699855983, "loss_rpn_cls": 0.0007895896476384223, "loss_rpn_loc": 0.002118985979905119, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5522397614549845, "total_loss": 0.059470929850022}
{"data_time": 0.0035114281345158815, "eta_seconds": 49362.820278001716, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.44107551487414187, "fast_rcnn/fg_cls_accuracy": 0.5589244851258581, "iteration": 148439, "loss_box_reg": 0.00799241301137954, "loss_cls": 0.0428107010666281, "loss_rpn_cls": 0.0005911073359357033, "loss_rpn_loc": 0.0019020604522665963, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5421600129920989, "total_loss": 0.05456813776970648}
{"data_time": 0.003858597483485937, "eta_seconds": 49352.03777884203, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4253472222222222, "fast_rcnn/fg_cls_accuracy": 0.5643168604651163, "iteration": 148459, "loss_box_reg": 0.008690631089848466, "loss_cls": 0.041702795890159905, "loss_rpn_cls": 0.0006795173305818025, "loss_rpn_loc": 0.0028598120261449367, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5349355165380985, "total_loss": 0.053962002870605374}
{"data_time": 0.0035195492673665285, "eta_seconds": 49343.44167868327, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.39377289377289376, "fast_rcnn/fg_cls_accuracy": 0.6062271062271063, "iteration": 148479, "loss_box_reg": 0.007988018885953352, "loss_cls": 0.04278381110634655, "loss_rpn_cls": 0.0005150254134491661, "loss_rpn_loc": 0.00227449142767, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5437965234741569, "total_loss": 0.05638005124575329}
{"data_time": 0.003987976349890232, "eta_seconds": 49333.84115078277, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.484375, "fast_rcnn/fg_cls_accuracy": 0.515625, "iteration": 148499, "loss_box_reg": 0.008317202125908807, "loss_cls": 0.04616990685462952, "loss_rpn_cls": 0.0006856160007373546, "loss_rpn_loc": 0.002030437432040344, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410877391695976, "total_loss": 0.05794738916068809}
{"data_time": 0.004402093356475234, "eta_seconds": 49324.21953057591, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3073463268365817, "fast_rcnn/fg_cls_accuracy": 0.6709145427286357, "iteration": 148519, "loss_box_reg": 0.00785292821819894, "loss_cls": 0.04192406893707812, "loss_rpn_cls": 0.0009715067819797696, "loss_rpn_loc": 0.0018307087557332125, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5372442668303847, "total_loss": 0.052457835727068414}
{"data_time": 0.004014307865872979, "eta_seconds": 49312.874387603486, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3826219512195122, "fast_rcnn/fg_cls_accuracy": 0.6173780487804879, "iteration": 148539, "loss_box_reg": 0.007590383436763659, "loss_cls": 0.044215843779966235, "loss_rpn_cls": 0.0006802588787877539, "loss_rpn_loc": 0.0022622244287049398, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396036591846496, "total_loss": 0.053872095131524134}
{"data_time": 0.004020627122372389, "eta_seconds": 49302.65255184565, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4096980255516841, "fast_rcnn/fg_cls_accuracy": 0.5903019744483159, "iteration": 148559, "loss_box_reg": 0.00853777548763901, "loss_cls": 0.04387316422071308, "loss_rpn_cls": 0.0007774474934194586, "loss_rpn_loc": 0.002098255927194259, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5406446873676032, "total_loss": 0.05572420327206373}
{"data_time": 0.003950339509174228, "eta_seconds": 49290.70820915303, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4677018633540373, "fast_rcnn/fg_cls_accuracy": 0.5322981366459627, "iteration": 148579, "loss_box_reg": 0.007851468515582383, "loss_cls": 0.04664346482604742, "loss_rpn_cls": 0.0007148754754666697, "loss_rpn_loc": 0.0019380976937100058, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5387614821083844, "total_loss": 0.05845821731156775}
{"data_time": 0.00402377056889236, "eta_seconds": 49279.632828813745, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4336075205640423, "fast_rcnn/fg_cls_accuracy": 0.5663924794359576, "iteration": 148599, "loss_box_reg": 0.00814534243545495, "loss_cls": 0.045048491563647985, "loss_rpn_cls": 0.0006876141901557276, "loss_rpn_loc": 0.002994687296450138, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5324298152700067, "total_loss": 0.05697145180147345}
{"data_time": 0.004203918622806668, "eta_seconds": 49269.74092141562, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.40588235294117647, "fast_rcnn/fg_cls_accuracy": 0.5941176470588235, "iteration": 148619, "loss_box_reg": 0.007687638106290251, "loss_cls": 0.04323820030549541, "loss_rpn_cls": 0.0005736104124025587, "loss_rpn_loc": 0.0021717872186854947, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5420497113373131, "total_loss": 0.05448936175014296}
{"data_time": 0.003932078601792455, "eta_seconds": 49258.35850293073, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 148639, "loss_box_reg": 0.008753974543651566, "loss_cls": 0.04064486303832382, "loss_rpn_cls": 0.0007496061529366216, "loss_rpn_loc": 0.0023277178552234545, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387213390786201, "total_loss": 0.053737412531063455}
{"data_time": 0.004186883568763733, "eta_seconds": 49246.59881522809, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4967159277504105, "fast_rcnn/fg_cls_accuracy": 0.5032840722495895, "iteration": 148659, "loss_box_reg": 0.007983802526723593, "loss_cls": 0.04338870686478913, "loss_rpn_cls": 0.0005790213081127149, "loss_rpn_loc": 0.0019128574822389055, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5430445391684771, "total_loss": 0.05675505002625414}
{"data_time": 0.004288049414753914, "eta_seconds": 49235.148539271904, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.2989203778677463, "fast_rcnn/fg_cls_accuracy": 0.7010796221322537, "iteration": 148679, "loss_box_reg": 0.008108807989628986, "loss_cls": 0.0447945425985381, "loss_rpn_cls": 0.000993470850517042, "loss_rpn_loc": 0.0025664695604064036, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5373530434444547, "total_loss": 0.057150506845061955}
{"data_time": 0.004445054102689028, "eta_seconds": 49225.71697140648, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3884590586718246, "fast_rcnn/fg_cls_accuracy": 0.5979020979020979, "iteration": 148699, "loss_box_reg": 0.007479448075173423, "loss_cls": 0.042828955803997815, "loss_rpn_cls": 0.0008452025836618304, "loss_rpn_loc": 0.0025078097914956743, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5473738166037947, "total_loss": 0.05509023634434129}
{"data_time": 0.003762091277167201, "eta_seconds": 49214.24975041696, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3697478991596639, "fast_rcnn/fg_cls_accuracy": 0.6143790849673203, "iteration": 148719, "loss_box_reg": 0.00842816274962388, "loss_cls": 0.04586977022700012, "loss_rpn_cls": 0.0009016165331559023, "loss_rpn_loc": 0.001663751102569222, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5384549929294735, "total_loss": 0.05767027329019925}
{"data_time": 0.004088271176442504, "eta_seconds": 49200.01544311899, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5075757575757576, "fast_rcnn/fg_cls_accuracy": 0.49242424242424243, "iteration": 148739, "loss_box_reg": 0.007972771039931104, "loss_cls": 0.04593190713785589, "loss_rpn_cls": 0.001044421632968806, "loss_rpn_loc": 0.0018909659447672311, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375369410030544, "total_loss": 0.057633149452385624}
{"data_time": 0.004325906978920102, "eta_seconds": 49192.01703739236, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2961816305469556, "fast_rcnn/fg_cls_accuracy": 0.7038183694530444, "iteration": 148759, "loss_box_reg": 0.008276913315057755, "loss_cls": 0.04442648240365088, "loss_rpn_cls": 0.0008861997080202855, "loss_rpn_loc": 0.0019070831785938935, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5380526753142476, "total_loss": 0.05567292231654619}
{"data_time": 0.004134459653869271, "eta_seconds": 49181.234161922475, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.35862913096695226, "fast_rcnn/fg_cls_accuracy": 0.6413708690330477, "iteration": 148779, "loss_box_reg": 0.007853738818084821, "loss_cls": 0.041168997617205605, "loss_rpn_cls": 0.0007817708462880546, "loss_rpn_loc": 0.0020673230101238005, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394811104051769, "total_loss": 0.05252535188861884}
{"data_time": 0.004481140756979585, "eta_seconds": 49165.09109000792, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3294573643410853, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 148799, "loss_box_reg": 0.007901178658357821, "loss_cls": 0.04692648956552148, "loss_rpn_cls": 0.0009482773094759978, "loss_rpn_loc": 0.002371551056057797, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5375731692183763, "total_loss": 0.05896773672020572}
{"data_time": 0.004598595667630434, "eta_seconds": 49160.89481007843, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38636363636363635, "fast_rcnn/fg_cls_accuracy": 0.6136363636363636, "iteration": 148819, "loss_box_reg": 0.007956388959428295, "loss_cls": 0.045524926972575486, "loss_rpn_cls": 0.0007286600991847081, "loss_rpn_loc": 0.0024434458637188072, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5414842669852078, "total_loss": 0.05862125224984993}
{"data_time": 0.004042357439175248, "eta_seconds": 49150.3322578026, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.15045248868778283, "fast_rcnn/fg_cls_accuracy": 0.8495475113122172, "iteration": 148839, "loss_box_reg": 0.007585196435684338, "loss_cls": 0.044688526308164, "loss_rpn_cls": 0.0006925478246557759, "loss_rpn_loc": 0.001980835571885109, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.539939550915733, "total_loss": 0.05503459201509031}
{"data_time": 0.00421102368272841, "eta_seconds": 49140.37337205862, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35644599303135893, "fast_rcnn/fg_cls_accuracy": 0.6435540069686412, "iteration": 148859, "loss_box_reg": 0.008119610458379611, "loss_cls": 0.043173484271392226, "loss_rpn_cls": 0.0007547105602156989, "loss_rpn_loc": 0.0023608792216691654, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5402079084888101, "total_loss": 0.056093208049219356}
{"data_time": 0.004393470007926226, "eta_seconds": 49128.08302157791, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46190476190476193, "fast_rcnn/fg_cls_accuracy": 0.5214285714285714, "iteration": 148879, "loss_box_reg": 0.008505537261953577, "loss_cls": 0.04405097384005785, "loss_rpn_cls": 0.0008683879846103082, "loss_rpn_loc": 0.0021470550891535822, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5363624191377312, "total_loss": 0.05654830852694204}
{"data_time": 0.0037934754509478807, "eta_seconds": 49109.07153361919, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42810457516339867, "fast_rcnn/fg_cls_accuracy": 0.5718954248366013, "iteration": 148899, "loss_box_reg": 0.007619667187100276, "loss_cls": 0.04181412243633531, "loss_rpn_cls": 0.0008664520180445834, "loss_rpn_loc": 0.0024468889096169733, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5335824580397457, "total_loss": 0.05311391214183914}
{"data_time": 0.0041092270985245705, "eta_seconds": 49100.40089000133, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3774193548387097, "fast_rcnn/fg_cls_accuracy": 0.6225806451612903, "iteration": 148919, "loss_box_reg": 0.00788121770892758, "loss_cls": 0.04484619927825406, "loss_rpn_cls": 0.0010597309108106856, "loss_rpn_loc": 0.0027866940490639536, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5336823465768248, "total_loss": 0.0571746171765426}
{"data_time": 0.0037397181149572134, "eta_seconds": 49090.604606853565, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23840725806451613, "fast_rcnn/fg_cls_accuracy": 0.7161172161172161, "iteration": 148939, "loss_box_reg": 0.007805210567312315, "loss_cls": 0.04323161591310054, "loss_rpn_cls": 0.0007264123587162885, "loss_rpn_loc": 0.0018682594291021815, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5354027389548719, "total_loss": 0.056593263467107136}
{"data_time": 0.004300795029848814, "eta_seconds": 49079.822690422414, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4066707466340269, "fast_rcnn/fg_cls_accuracy": 0.5933292533659731, "iteration": 148959, "loss_box_reg": 0.007342794007854536, "loss_cls": 0.045118135400116444, "loss_rpn_cls": 0.0008166634908661763, "loss_rpn_loc": 0.002100256615449325, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5407668717671186, "total_loss": 0.05681960203281733}
{"data_time": 0.003910185536369681, "eta_seconds": 49069.04077399126, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.43050193050193053, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 148979, "loss_box_reg": 0.00797263503773138, "loss_cls": 0.04499158204998821, "loss_rpn_cls": 0.0008994603388714495, "loss_rpn_loc": 0.0020572115736285923, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.531475483905524, "total_loss": 0.056108596343619865}
{"data_time": 0.003772767260670662, "eta_seconds": 49083.020873743575, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.7583783783783784, "iteration": 148999, "loss_box_reg": 0.007517230755183846, "loss_cls": 0.04452125035459176, "loss_rpn_cls": 0.0010418969532679512, "loss_rpn_loc": 0.0021198135982558597, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5468034213408828, "total_loss": 0.055058235385928356}
{"data_time": 0.004013665718957782, "eta_seconds": 49072.23351517087, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4852813852813853, "fast_rcnn/fg_cls_accuracy": 0.5147186147186147, "iteration": 149019, "loss_box_reg": 0.008180304081179202, "loss_cls": 0.04295333503978327, "loss_rpn_cls": 0.0006592844604256243, "loss_rpn_loc": 0.0022463649656856433, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432071185205132, "total_loss": 0.0551032116748047}
{"data_time": 0.004487276542931795, "eta_seconds": 49056.99784391909, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2922201138519924, "fast_rcnn/fg_cls_accuracy": 0.7077798861480076, "iteration": 149039, "loss_box_reg": 0.007982660114066675, "loss_cls": 0.043447444681078196, "loss_rpn_cls": 0.0009515731782130388, "loss_rpn_loc": 0.0018657354712559027, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387823160272092, "total_loss": 0.05617536823751834}
{"data_time": 0.003798347432166338, "eta_seconds": 49046.211463416694, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.37340301974448314, "fast_rcnn/fg_cls_accuracy": 0.6265969802555169, "iteration": 149059, "loss_box_reg": 0.0075915505876764655, "loss_cls": 0.04072073649149388, "loss_rpn_cls": 0.0007916794744460276, "loss_rpn_loc": 0.0015261506887327414, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5449348480906337, "total_loss": 0.050338856998450865}
{"data_time": 0.003918343922123313, "eta_seconds": 49028.129649104085, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.25366300366300365, "fast_rcnn/fg_cls_accuracy": 0.7463369963369964, "iteration": 149079, "loss_box_reg": 0.008440435020020232, "loss_cls": 0.043940790521446615, "loss_rpn_cls": 0.0006971245747990906, "loss_rpn_loc": 0.0025689176582091022, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.536991412518546, "total_loss": 0.057545097206457285}
{"data_time": 0.003922182135283947, "eta_seconds": 49004.349275404355, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3688586545729403, "fast_rcnn/fg_cls_accuracy": 0.6311413454270598, "iteration": 149099, "loss_box_reg": 0.008357022801646963, "loss_cls": 0.042600163142196834, "loss_rpn_cls": 0.000616611957866553, "loss_rpn_loc": 0.002252504998978111, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5344839575700462, "total_loss": 0.05634020769730341}
{"data_time": 0.004288380267098546, "eta_seconds": 48998.68650567951, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33720930232558144, "fast_rcnn/fg_cls_accuracy": 0.6627906976744187, "iteration": 149119, "loss_box_reg": 0.007617222727276385, "loss_cls": 0.04289124975912273, "loss_rpn_cls": 0.0006867333655691255, "loss_rpn_loc": 0.0020003504505439196, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5479727727361023, "total_loss": 0.05540047787116009}
{"data_time": 0.0038226814940571785, "eta_seconds": 48975.689006898785, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.5853174603174603, "iteration": 149139, "loss_box_reg": 0.008418469282332808, "loss_cls": 0.0431667355587706, "loss_rpn_cls": 0.0011273117884798012, "loss_rpn_loc": 0.0023526951245003147, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348224195186049, "total_loss": 0.05661134016094138}
{"data_time": 0.0044825999066233635, "eta_seconds": 48928.12618529424, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40454545454545454, "fast_rcnn/fg_cls_accuracy": 0.5954545454545455, "iteration": 149159, "loss_box_reg": 0.0073315652552992105, "loss_cls": 0.044877977401483804, "loss_rpn_cls": 0.0005388624804254505, "loss_rpn_loc": 0.0016006648693291936, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.535450590075925, "total_loss": 0.05647966618425926}
{"data_time": 0.0037217154167592525, "eta_seconds": 48917.3539291136, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3318181818181818, "fast_rcnn/fg_cls_accuracy": 0.6306818181818181, "iteration": 149179, "loss_box_reg": 0.006981820799410343, "loss_cls": 0.044643661472946405, "loss_rpn_cls": 0.0010500291564312647, "loss_rpn_loc": 0.002004247420700267, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5375356115400791, "total_loss": 0.05630338884793673}
{"data_time": 0.003660419024527073, "eta_seconds": 48933.29426206858, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.49444444444444446, "fast_rcnn/fg_cls_accuracy": 0.5055555555555555, "iteration": 149199, "loss_box_reg": 0.0074783704621950164, "loss_cls": 0.041983385919593275, "loss_rpn_cls": 0.000846923724793669, "loss_rpn_loc": 0.002353874395339517, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5436273298691958, "total_loss": 0.0547732421983369}
{"data_time": 0.004282079637050629, "eta_seconds": 48930.60063860798, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.44791666666666663, "fast_rcnn/fg_cls_accuracy": 0.5520833333333333, "iteration": 149219, "loss_box_reg": 0.007888069085311145, "loss_cls": 0.042348880670033395, "loss_rpn_cls": 0.0005497286640547827, "loss_rpn_loc": 0.002264543416458764, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540042465319857, "total_loss": 0.05437398322374065}
{"data_time": 0.004136182367801666, "eta_seconds": 48913.75293398276, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5445512820512821, "fast_rcnn/fg_cls_accuracy": 0.41794871794871796, "iteration": 149239, "loss_box_reg": 0.00854933014488779, "loss_cls": 0.04552202590275556, "loss_rpn_cls": 0.0006104087237872591, "loss_rpn_loc": 0.0016208528522838606, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5398279186338186, "total_loss": 0.05718082233067889}
{"data_time": 0.004271433921530843, "eta_seconds": 48900.959842230426, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39338235294117646, "fast_rcnn/fg_cls_accuracy": 0.5577663671373556, "iteration": 149259, "loss_box_reg": 0.007431938240188174, "loss_cls": 0.04456428252160549, "loss_rpn_cls": 0.0005616775255248285, "loss_rpn_loc": 0.002112985421263147, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5355350454337895, "total_loss": 0.05618036823392458}
{"data_time": 0.0038318620063364506, "eta_seconds": 48884.36615674896, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.33233233233233234, "fast_rcnn/fg_cls_accuracy": 0.6676676676676676, "iteration": 149279, "loss_box_reg": 0.007660671923076734, "loss_cls": 0.042332028737291694, "loss_rpn_cls": 0.0006432174270116775, "loss_rpn_loc": 0.0020292120152589632, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378768143709749, "total_loss": 0.054451679569979206}
{"data_time": 0.00407444080337882, "eta_seconds": 48873.674890016904, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4004267425320057, "fast_rcnn/fg_cls_accuracy": 0.5995732574679943, "iteration": 149299, "loss_box_reg": 0.007783057924825698, "loss_cls": 0.044917919556610286, "loss_rpn_cls": 0.0014046627438801806, "loss_rpn_loc": 0.0025513880682410672, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5361848913598806, "total_loss": 0.056721557341234075}
{"data_time": 0.00391364679671824, "eta_seconds": 48876.70103336172, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3119047619047619, "fast_rcnn/fg_cls_accuracy": 0.6880952380952381, "iteration": 149319, "loss_box_reg": 0.008113743300782517, "loss_cls": 0.042837823391892016, "loss_rpn_cls": 0.0007647702373105858, "loss_rpn_loc": 0.003060453884245362, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5409319798927754, "total_loss": 0.056183367992616695}
{"data_time": 0.004072190960869193, "eta_seconds": 48859.860014189035, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.45141065830721006, "fast_rcnn/fg_cls_accuracy": 0.54858934169279, "iteration": 149339, "loss_box_reg": 0.007458441046765074, "loss_cls": 0.03981946379644796, "loss_rpn_cls": 0.0009560202660168216, "loss_rpn_loc": 0.0020395536339492537, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5355908144265413, "total_loss": 0.05185485900170761}
{"data_time": 0.004517929162830114, "eta_seconds": 48864.18436179939, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2871345029239766, "fast_rcnn/fg_cls_accuracy": 0.7128654970760233, "iteration": 149359, "loss_box_reg": 0.00676536257378757, "loss_cls": 0.043683662661351264, "loss_rpn_cls": 0.0009978428778367743, "loss_rpn_loc": 0.0019438506205915473, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390610361937433, "total_loss": 0.05445975560542138}
{"data_time": 0.004199188901111484, "eta_seconds": 48857.24332807143, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3359559402045633, "fast_rcnn/fg_cls_accuracy": 0.6640440597954367, "iteration": 149379, "loss_box_reg": 0.007747437048237771, "loss_cls": 0.04303703521145508, "loss_rpn_cls": 0.00047791304302791104, "loss_rpn_loc": 0.002219351656094659, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398875495884567, "total_loss": 0.05440702171739531}
{"data_time": 0.004156896844506264, "eta_seconds": 48847.72390379803, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4110576923076923, "fast_rcnn/fg_cls_accuracy": 0.5889423076923077, "iteration": 149399, "loss_box_reg": 0.008343174384208396, "loss_cls": 0.04264980251900852, "loss_rpn_cls": 0.000664201260946129, "loss_rpn_loc": 0.002455671379721025, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540107830427587, "total_loss": 0.05394840042379201}
{"data_time": 0.003966862568631768, "eta_seconds": 48833.89430015697, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4431818181818182, "fast_rcnn/fg_cls_accuracy": 0.5568181818181819, "iteration": 149419, "loss_box_reg": 0.008287366246804595, "loss_cls": 0.0431745988316834, "loss_rpn_cls": 0.000800027987111207, "loss_rpn_loc": 0.0017301752413914073, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5372998542152345, "total_loss": 0.05557341413771155}
{"data_time": 0.0039770875591784716, "eta_seconds": 48821.05669607478, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.6018087855297158, "fast_rcnn/fg_cls_accuracy": 0.39819121447028427, "iteration": 149439, "loss_box_reg": 0.00825384704512544, "loss_cls": 0.046088244067505, "loss_rpn_cls": 0.0009892535842368488, "loss_rpn_loc": 0.0026325084691052325, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5443058989476413, "total_loss": 0.05757380199270301}
{"data_time": 0.004218614427372813, "eta_seconds": 48812.32955951593, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3586025049439684, "fast_rcnn/fg_cls_accuracy": 0.6413974950560317, "iteration": 149459, "loss_box_reg": 0.007813031930709258, "loss_cls": 0.04526223713764921, "loss_rpn_cls": 0.0008086906723292486, "loss_rpn_loc": 0.0023147054635046516, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395302018150687, "total_loss": 0.05741360622948832}
{"data_time": 0.004222219809889793, "eta_seconds": 48790.461664967705, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2950310559006211, "fast_rcnn/fg_cls_accuracy": 0.6253968253968254, "iteration": 149479, "loss_box_reg": 0.007552837341791019, "loss_cls": 0.047767469892278314, "loss_rpn_cls": 0.0007345922322770093, "loss_rpn_loc": 0.0021608282077067997, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5336291906423867, "total_loss": 0.059184313051105164}
{"data_time": 0.004088394809514284, "eta_seconds": 48773.631342519075, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23700623700623702, "fast_rcnn/fg_cls_accuracy": 0.7533783783783784, "iteration": 149499, "loss_box_reg": 0.007748161937342957, "loss_cls": 0.0417554322630167, "loss_rpn_cls": 0.0011507902786433988, "loss_rpn_loc": 0.0021231705468380824, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399259414989501, "total_loss": 0.05312367167627485}
{"data_time": 0.0037996454630047083, "eta_seconds": 48759.67783088144, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2957875457875458, "fast_rcnn/fg_cls_accuracy": 0.6467459324155194, "iteration": 149519, "loss_box_reg": 0.007381658477243036, "loss_cls": 0.0442114498000592, "loss_rpn_cls": 0.000970531064581337, "loss_rpn_loc": 0.002344897497096099, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5311124417930841, "total_loss": 0.05896397786415264}
{"data_time": 0.004513108171522617, "eta_seconds": 48752.074174601585, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2441860465116279, "fast_rcnn/fg_cls_accuracy": 0.7345514950166113, "iteration": 149539, "loss_box_reg": 0.008883825154043734, "loss_cls": 0.04338618041947484, "loss_rpn_cls": 0.0009819963578365787, "loss_rpn_loc": 0.0018442160471749958, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5430316810961813, "total_loss": 0.05578300723527718}
{"data_time": 0.0036379056982696056, "eta_seconds": 48755.386489966186, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5321815718157181, "fast_rcnn/fg_cls_accuracy": 0.45229555236728836, "iteration": 149559, "loss_box_reg": 0.00792148282926064, "loss_cls": 0.043585283565334976, "loss_rpn_cls": 0.0005740514519629869, "loss_rpn_loc": 0.0023672493462072453, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5483738495968282, "total_loss": 0.054223142830210236}
{"data_time": 0.004313464043661952, "eta_seconds": 48742.64418670372, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.393879173290938, "fast_rcnn/fg_cls_accuracy": 0.6061208267090621, "iteration": 149579, "loss_box_reg": 0.007695358945056796, "loss_cls": 0.04505990876350552, "loss_rpn_cls": 0.0008258910641814055, "loss_rpn_loc": 0.0021412964815681335, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5367242626380175, "total_loss": 0.056672612852935345}
{"data_time": 0.004507261561229825, "eta_seconds": 48722.61001814855, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.27555555555555555, "fast_rcnn/fg_cls_accuracy": 0.7244444444444444, "iteration": 149599, "loss_box_reg": 0.008044655522098765, "loss_cls": 0.0446029007434845, "loss_rpn_cls": 0.0011609186850876085, "loss_rpn_loc": 0.0016184274809347698, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5306106554344296, "total_loss": 0.05588373351417886}
{"data_time": 0.00403668312355876, "eta_seconds": 48695.88458613376, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2876838235294118, "fast_rcnn/fg_cls_accuracy": 0.7123161764705883, "iteration": 149619, "loss_box_reg": 0.007875268725911155, "loss_cls": 0.04206935295951553, "loss_rpn_cls": 0.0010499307583273776, "loss_rpn_loc": 0.001611864858205081, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415365628432482, "total_loss": 0.05359896848369772}
{"data_time": 0.004160190001130104, "eta_seconds": 48685.10889553814, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4752136752136752, "fast_rcnn/fg_cls_accuracy": 0.5247863247863247, "iteration": 149639, "loss_box_reg": 0.00766483586630784, "loss_cls": 0.04370649985503405, "loss_rpn_cls": 0.0007986198190792493, "loss_rpn_loc": 0.001866274466010509, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387002215720713, "total_loss": 0.05519081704397877}
{"data_time": 0.0046220815274864435, "eta_seconds": 48674.33320494252, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.28348214285714285, "fast_rcnn/fg_cls_accuracy": 0.7161172161172161, "iteration": 149659, "loss_box_reg": 0.00842712860321626, "loss_cls": 0.045735726482234895, "loss_rpn_cls": 0.00074172651511617, "loss_rpn_loc": 0.002260746883621323, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5459336272906512, "total_loss": 0.056876369262909066}
{"data_time": 0.004011635202914476, "eta_seconds": 48668.09805603884, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.40371621621621623, "fast_rcnn/fg_cls_accuracy": 0.5962837837837838, "iteration": 149679, "loss_box_reg": 0.00750026514288038, "loss_cls": 0.04231275385245681, "loss_rpn_cls": 0.0007970344768182258, "loss_rpn_loc": 0.0020003012687084265, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5391948854085058, "total_loss": 0.05328682198694423}
{"data_time": 0.0039001128170639277, "eta_seconds": 48647.54102497082, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.528125, "fast_rcnn/fg_cls_accuracy": 0.471875, "iteration": 149699, "loss_box_reg": 0.0077698806271655485, "loss_cls": 0.045227434136904776, "loss_rpn_cls": 0.000974165220213763, "loss_rpn_loc": 0.0025085902598220855, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5365305200684816, "total_loss": 0.05666116889875639}
{"data_time": 0.0038619907572865486, "eta_seconds": 48633.32719373726, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.26136363636363635, "fast_rcnn/fg_cls_accuracy": 0.7386363636363636, "iteration": 149719, "loss_box_reg": 0.007801249317708425, "loss_cls": 0.043080466450192034, "loss_rpn_cls": 0.0005797446184203636, "loss_rpn_loc": 0.0018765630247798981, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5345231010578573, "total_loss": 0.05430023039843945}
{"data_time": 0.004069288959726691, "eta_seconds": 48625.991965259425, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.7142857142857143, "iteration": 149739, "loss_box_reg": 0.00834564643446356, "loss_cls": 0.044640702195465565, "loss_rpn_cls": 0.0008264781711204705, "loss_rpn_loc": 0.0018088396536768414, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5386559632606804, "total_loss": 0.05540624764381619}
{"data_time": 0.004132447997108102, "eta_seconds": 48620.454751964426, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1349206349206349, "fast_rcnn/fg_cls_accuracy": 0.8124661246612466, "iteration": 149759, "loss_box_reg": 0.007812896525138058, "loss_cls": 0.04244440473848954, "loss_rpn_cls": 0.0005918110354059536, "loss_rpn_loc": 0.0019201060058549047, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5469880679156631, "total_loss": 0.05319448738265464}
{"data_time": 0.0036969033535569906, "eta_seconds": 48601.00588990119, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5113636363636364, "fast_rcnn/fg_cls_accuracy": 0.48863636363636365, "iteration": 149779, "loss_box_reg": 0.008262038783868775, "loss_cls": 0.04330777388531715, "loss_rpn_cls": 0.0009245363893342073, "loss_rpn_loc": 0.0018171931842516642, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5335193716455251, "total_loss": 0.055435148810261126}
{"data_time": 0.00385332596488297, "eta_seconds": 48590.232121955836, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3048986486486487, "fast_rcnn/fg_cls_accuracy": 0.6951013513513513, "iteration": 149799, "loss_box_reg": 0.007949512015329674, "loss_cls": 0.04083090738276951, "loss_rpn_cls": 0.0015032793723293025, "loss_rpn_loc": 0.0020381398735480616, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392082305625081, "total_loss": 0.05409166748529515}
{"data_time": 0.004452985245734453, "eta_seconds": 48574.922246665694, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4023809523809524, "fast_rcnn/fg_cls_accuracy": 0.5976190476190476, "iteration": 149819, "loss_box_reg": 0.0077807090419810265, "loss_cls": 0.04392549442127347, "loss_rpn_cls": 0.0007277494014488184, "loss_rpn_loc": 0.002013780529523501, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368575761094689, "total_loss": 0.054781620825494315}
{"data_time": 0.004033003002405167, "eta_seconds": 48554.761816331884, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3124137931034483, "fast_rcnn/fg_cls_accuracy": 0.6875862068965517, "iteration": 149839, "loss_box_reg": 0.007806199631886557, "loss_cls": 0.04590673587517813, "loss_rpn_cls": 0.0008487330050286346, "loss_rpn_loc": 0.001947004302564892, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366090275347233, "total_loss": 0.0568027986174684}
{"data_time": 0.003913945518434048, "eta_seconds": 48537.57290182728, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666667, "iteration": 149859, "loss_box_reg": 0.008197693154215813, "loss_cls": 0.045411073602735996, "loss_rpn_cls": 0.0010256336356633255, "loss_rpn_loc": 0.0021092001370561775, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5390765159390867, "total_loss": 0.05597170904138693}
{"data_time": 0.003668593242764473, "eta_seconds": 48542.60396083165, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3373015873015873, "fast_rcnn/fg_cls_accuracy": 0.6626984126984128, "iteration": 149879, "loss_box_reg": 0.008252464089309797, "loss_cls": 0.04448351450264454, "loss_rpn_cls": 0.0006434887092723329, "loss_rpn_loc": 0.0019259570253780112, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5418067784048617, "total_loss": 0.05537416177116938}
{"data_time": 0.0043642891105264425, "eta_seconds": 48531.83119888697, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3713883016208598, "fast_rcnn/fg_cls_accuracy": 0.6286116983791403, "iteration": 149899, "loss_box_reg": 0.008045859343837947, "loss_cls": 0.04299324844032526, "loss_rpn_cls": 0.0006928393947873701, "loss_rpn_loc": 0.00238601405362715, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5276678004302084, "total_loss": 0.05657824360957875}
{"data_time": 0.004010297358036041, "eta_seconds": 48538.777703812346, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3053571428571429, "fast_rcnn/fg_cls_accuracy": 0.6946428571428571, "iteration": 149919, "loss_box_reg": 0.007679417569306679, "loss_cls": 0.042087871057447046, "loss_rpn_cls": 0.0004821522663860378, "loss_rpn_loc": 0.002033437915088143, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5420213534962386, "total_loss": 0.053581772090581126}
{"data_time": 0.003943568095564842, "eta_seconds": 48522.769000496715, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 149939, "loss_box_reg": 0.008060304244281724, "loss_cls": 0.04363733675563708, "loss_rpn_cls": 0.0010954490319363686, "loss_rpn_loc": 0.002857726687579998, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5361281430814415, "total_loss": 0.05575541500809322}
{"data_time": 0.004804555093869567, "eta_seconds": 48503.25711678038, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4861111111111111, "fast_rcnn/fg_cls_accuracy": 0.5138888888888888, "iteration": 149959, "loss_box_reg": 0.007712939404882491, "loss_cls": 0.04320573853328824, "loss_rpn_cls": 0.0010144759864374464, "loss_rpn_loc": 0.0020602267468348145, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364207038655877, "total_loss": 0.054795464018980056}
{"data_time": 0.0037998610641807318, "eta_seconds": 48496.697606991045, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36237373737373735, "fast_rcnn/fg_cls_accuracy": 0.6376262626262625, "iteration": 149979, "loss_box_reg": 0.008442724560154602, "loss_cls": 0.04454096558038145, "loss_rpn_cls": 0.0006377130529244823, "loss_rpn_loc": 0.0022640948700427543, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5394025214482099, "total_loss": 0.05946237596157289}
{"data_time": 0.003939159447327256, "eta_seconds": 48462.18811348174, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4387871853546911, "fast_rcnn/fg_cls_accuracy": 0.5303598200899551, "iteration": 149999, "loss_box_reg": 0.007955993118230253, "loss_cls": 0.04557070246664807, "loss_rpn_cls": 0.0008913007013688912, "loss_rpn_loc": 0.002264074886625167, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5352800160180777, "total_loss": 0.05754780780080182}
{"data_time": 0.00411626510322094, "eta_seconds": 48426.07890509511, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3765182186234818, "fast_rcnn/fg_cls_accuracy": 0.6234817813765182, "iteration": 150019, "loss_box_reg": 0.007701111520873383, "loss_cls": 0.042014580918475986, "loss_rpn_cls": 0.0006996353210979578, "loss_rpn_loc": 0.002011678718190524, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5307107351254672, "total_loss": 0.05398441920897312}
{"data_time": 0.003848463296890259, "eta_seconds": 48409.581800649874, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3962510897994769, "fast_rcnn/fg_cls_accuracy": 0.5852977667493797, "iteration": 150039, "loss_box_reg": 0.007973250525537878, "loss_cls": 0.04212634247960523, "loss_rpn_cls": 0.000892753340622221, "loss_rpn_loc": 0.0023578165400977014, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385407728608698, "total_loss": 0.05414912787568937}
{"data_time": 0.004026156151667237, "eta_seconds": 48410.598357568495, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.275, "fast_rcnn/fg_cls_accuracy": 0.6392857142857142, "iteration": 150059, "loss_box_reg": 0.008083191743935458, "loss_cls": 0.04476848337799311, "loss_rpn_cls": 0.0008727466247364646, "loss_rpn_loc": 0.0023131128364184406, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5495984500739723, "total_loss": 0.05874382399218803}
{"data_time": 0.0037395444232970476, "eta_seconds": 48388.05710359197, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3044871794871795, "fast_rcnn/fg_cls_accuracy": 0.6955128205128205, "iteration": 150079, "loss_box_reg": 0.00855121630593203, "loss_cls": 0.0451150267617777, "loss_rpn_cls": 0.0005235087488131285, "loss_rpn_loc": 0.0017487694021838252, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368721894919872, "total_loss": 0.05581056769489123}
{"data_time": 0.004791680024936795, "eta_seconds": 48406.021660952596, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.583030303030303, "fast_rcnn/fg_cls_accuracy": 0.416969696969697, "iteration": 150099, "loss_box_reg": 0.008509471808793023, "loss_cls": 0.045877814758569, "loss_rpn_cls": 0.0012706397108104284, "loss_rpn_loc": 0.0025785821198951453, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5430078280624002, "total_loss": 0.05870591334155506}
{"data_time": 0.004128702916204929, "eta_seconds": 48366.53240653407, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.46079009433962265, "fast_rcnn/fg_cls_accuracy": 0.5392099056603774, "iteration": 150119, "loss_box_reg": 0.0075055322085972875, "loss_cls": 0.04413355211727321, "loss_rpn_cls": 0.001145451749039239, "loss_rpn_loc": 0.0024440356719424017, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375130865722895, "total_loss": 0.05596710609927413}
{"data_time": 0.00410733069293201, "eta_seconds": 48380.81131873932, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3596205962059621, "fast_rcnn/fg_cls_accuracy": 0.6137426900584795, "iteration": 150139, "loss_box_reg": 0.00806407115305774, "loss_cls": 0.042879070329945534, "loss_rpn_cls": 0.0005884641622060371, "loss_rpn_loc": 0.002158177361707203, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369117339141667, "total_loss": 0.05506860669777325}
{"data_time": 0.004302650457248092, "eta_seconds": 48373.15913576726, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.5647058823529412, "iteration": 150159, "loss_box_reg": 0.008130375616019592, "loss_cls": 0.043785790796391666, "loss_rpn_cls": 0.0008710168103931437, "loss_rpn_loc": 0.0022288873879006132, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345574549864978, "total_loss": 0.05553580899517385}
{"data_time": 0.0037225154228508472, "eta_seconds": 48362.3905202942, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3611111111111111, "fast_rcnn/fg_cls_accuracy": 0.6388888888888888, "iteration": 150179, "loss_box_reg": 0.008069946285104379, "loss_cls": 0.045491473050788045, "loss_rpn_cls": 0.0010071108564488895, "loss_rpn_loc": 0.0018329829381400486, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5347507169935852, "total_loss": 0.05581489327204281}
{"data_time": 0.004341071005910635, "eta_seconds": 48320.31730966177, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18055555555555555, "fast_rcnn/fg_cls_accuracy": 0.8194444444444444, "iteration": 150199, "loss_box_reg": 0.008476727409288287, "loss_cls": 0.04336428770329803, "loss_rpn_cls": 0.0010314270220987964, "loss_rpn_loc": 0.0018989410036738263, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5313898781314492, "total_loss": 0.05638046558829046}
{"data_time": 0.0035132640041410923, "eta_seconds": 48309.55566618126, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37949260042283295, "fast_rcnn/fg_cls_accuracy": 0.620507399577167, "iteration": 150219, "loss_box_reg": 0.007697292399825528, "loss_cls": 0.04221333091845736, "loss_rpn_cls": 0.0007339420735661406, "loss_rpn_loc": 0.002364173087698873, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5404642652720213, "total_loss": 0.05296234563007829}
{"data_time": 0.0038313826080411673, "eta_seconds": 48298.79402270075, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4869731800766284, "fast_rcnn/fg_cls_accuracy": 0.5031746031746032, "iteration": 150239, "loss_box_reg": 0.0076510756043717265, "loss_cls": 0.039715204504318535, "loss_rpn_cls": 0.0007389371518229382, "loss_rpn_loc": 0.0017685627171886154, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409699894953519, "total_loss": 0.05246906682313579}
{"data_time": 0.004045100416988134, "eta_seconds": 48302.94867976289, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.609375, "iteration": 150259, "loss_box_reg": 0.00868210117914714, "loss_cls": 0.0450341462274082, "loss_rpn_cls": 0.001177585478671972, "loss_rpn_loc": 0.0019407415966270491, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405271756462753, "total_loss": 0.055032240903244656}
{"data_time": 0.003968082834035158, "eta_seconds": 48277.27073573973, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.445993031358885, "fast_rcnn/fg_cls_accuracy": 0.4968641114982578, "iteration": 150279, "loss_box_reg": 0.008014699968043715, "loss_cls": 0.04643365496303886, "loss_rpn_cls": 0.00093573464482688, "loss_rpn_loc": 0.0023767777711327653, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5362441369798034, "total_loss": 0.05881113626134038}
{"data_time": 0.0037253275513648987, "eta_seconds": 48266.50909225922, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.225, "fast_rcnn/fg_cls_accuracy": 0.7464285714285714, "iteration": 150299, "loss_box_reg": 0.008125961321638897, "loss_cls": 0.04464642080711201, "loss_rpn_cls": 0.000757233741296659, "loss_rpn_loc": 0.0019295082474855008, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5370786210987717, "total_loss": 0.05701192650519715}
{"data_time": 0.004171207081526518, "eta_seconds": 48252.621034647105, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2778846153846154, "fast_rcnn/fg_cls_accuracy": 0.7221153846153847, "iteration": 150319, "loss_box_reg": 0.008665536006446928, "loss_cls": 0.04495485662482679, "loss_rpn_cls": 0.0010932844113256124, "loss_rpn_loc": 0.0019662666436488507, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413202838972211, "total_loss": 0.05722462630598102}
{"data_time": 0.0040767614264041185, "eta_seconds": 48258.49300900614, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.314773735581189, "fast_rcnn/fg_cls_accuracy": 0.685226264418811, "iteration": 150339, "loss_box_reg": 0.008386735891690478, "loss_cls": 0.04198379415902309, "loss_rpn_cls": 0.0009122923731297305, "loss_rpn_loc": 0.0021584841488220263, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375743836630136, "total_loss": 0.054694891690019176}
{"data_time": 0.004090053495019674, "eta_seconds": 48262.364178265445, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.45751633986928103, "fast_rcnn/fg_cls_accuracy": 0.542483660130719, "iteration": 150359, "loss_box_reg": 0.007831148279365152, "loss_cls": 0.04479637130862102, "loss_rpn_cls": 0.0006663984560191238, "loss_rpn_loc": 0.001801341426471481, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413335938937962, "total_loss": 0.055619781992049866}
{"data_time": 0.003775422228500247, "eta_seconds": 48254.70436556358, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3357371794871795, "fast_rcnn/fg_cls_accuracy": 0.6642628205128205, "iteration": 150379, "loss_box_reg": 0.007897823466919363, "loss_cls": 0.04136051598470658, "loss_rpn_cls": 0.0007938600837178456, "loss_rpn_loc": 0.0021101836828165688, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400373425800353, "total_loss": 0.05168017025005156}
{"data_time": 0.0036302634980529547, "eta_seconds": 48243.93575009052, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.41145833333333337, "fast_rcnn/fg_cls_accuracy": 0.5885416666666667, "iteration": 150399, "loss_box_reg": 0.008576206775614992, "loss_cls": 0.04539579339325428, "loss_rpn_cls": 0.000982737247767318, "loss_rpn_loc": 0.002021628371949191, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5447609915863723, "total_loss": 0.0566035275327863}
{"data_time": 0.004026638809591532, "eta_seconds": 48233.167134617455, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4575, "fast_rcnn/fg_cls_accuracy": 0.5425, "iteration": 150419, "loss_box_reg": 0.007234495511511341, "loss_cls": 0.04296292958315462, "loss_rpn_cls": 0.000930143924534832, "loss_rpn_loc": 0.0022663043509965064, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375715272966772, "total_loss": 0.055312359386732624}
{"data_time": 0.003930056933313608, "eta_seconds": 48219.2924908204, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5277777777777778, "fast_rcnn/fg_cls_accuracy": 0.4722222222222222, "iteration": 150439, "loss_box_reg": 0.007952027604915202, "loss_cls": 0.041899761446984485, "loss_rpn_cls": 0.0010006194323750606, "loss_rpn_loc": 0.0021733326102548745, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5449691785033792, "total_loss": 0.05392366429487083}
{"data_time": 0.0041757021099328995, "eta_seconds": 48211.62990367133, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.39598278335724535, "fast_rcnn/fg_cls_accuracy": 0.6013071895424837, "iteration": 150459, "loss_box_reg": 0.008536930981790647, "loss_cls": 0.04522345354780555, "loss_rpn_cls": 0.0006506929090619451, "loss_rpn_loc": 0.0021213908348727273, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.542979396879673, "total_loss": 0.05762181934835553}
{"data_time": 0.0042531974613666534, "eta_seconds": 48210.05996926944, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3418831168831169, "fast_rcnn/fg_cls_accuracy": 0.6581168831168831, "iteration": 150479, "loss_box_reg": 0.007485121808713302, "loss_cls": 0.04420879180543125, "loss_rpn_cls": 0.0010736375687656619, "loss_rpn_loc": 0.001845376093115192, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5424419611226767, "total_loss": 0.05461102892422787}
{"data_time": 0.004495147382840514, "eta_seconds": 48190.64687463897, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3293233082706767, "fast_rcnn/fg_cls_accuracy": 0.6706766917293233, "iteration": 150499, "loss_box_reg": 0.007761205721180886, "loss_cls": 0.041220637067453936, "loss_rpn_cls": 0.0008076185806658032, "loss_rpn_loc": 0.0019309463750687428, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5375958664808422, "total_loss": 0.05406850591333523}
{"data_time": 0.004066497087478638, "eta_seconds": 48181.18369284645, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23214285714285715, "fast_rcnn/fg_cls_accuracy": 0.7416666666666667, "iteration": 150519, "loss_box_reg": 0.008176707924576476, "loss_cls": 0.043207823822740465, "loss_rpn_cls": 0.0005502664438381544, "loss_rpn_loc": 0.002348218076804187, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404052280355245, "total_loss": 0.05794392536176929}
{"data_time": 0.0038237725384533405, "eta_seconds": 48170.41466172412, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2974877450980392, "fast_rcnn/fg_cls_accuracy": 0.668718650250798, "iteration": 150539, "loss_box_reg": 0.008142309205140918, "loss_cls": 0.043830334674566984, "loss_rpn_cls": 0.0003995772533471609, "loss_rpn_loc": 0.0016980781656457111, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5438901921734214, "total_loss": 0.05648634508111172}
{"data_time": 0.003889397019520402, "eta_seconds": 48157.78682630602, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.22794117647058823, "fast_rcnn/fg_cls_accuracy": 0.7720588235294117, "iteration": 150559, "loss_box_reg": 0.007950750936288387, "loss_cls": 0.043908353021834046, "loss_rpn_cls": 0.0009326078293270257, "loss_rpn_loc": 0.0015899087848083582, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5425112203229219, "total_loss": 0.05307612435916553}
{"data_time": 0.0043418502900749445, "eta_seconds": 48147.01821083296, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.488988988988989, "fast_rcnn/fg_cls_accuracy": 0.4728835978835979, "iteration": 150579, "loss_box_reg": 0.00805063807638362, "loss_cls": 0.04188885283656418, "loss_rpn_cls": 0.0007094897860895344, "loss_rpn_loc": 0.0030158528934407514, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5340531605761498, "total_loss": 0.053613349879015004}
{"data_time": 0.0036552969831973314, "eta_seconds": 48145.43594589713, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.482281284606866, "iteration": 150599, "loss_box_reg": 0.007221138250315562, "loss_cls": 0.04299671429907903, "loss_rpn_cls": 0.0008374337731993364, "loss_rpn_loc": 0.0024905266145651694, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.541127961827442, "total_loss": 0.05473260798112278}
{"data_time": 0.004291916964575648, "eta_seconds": 48127.33853723481, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22401433691756273, "fast_rcnn/fg_cls_accuracy": 0.7759856630824373, "iteration": 150619, "loss_box_reg": 0.007930035935714841, "loss_cls": 0.04407914768671617, "loss_rpn_cls": 0.00043009754227796293, "loss_rpn_loc": 0.001975675557332579, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5350928243715316, "total_loss": 0.055441004149543005}
{"data_time": 0.003906051628291607, "eta_seconds": 48114.712364413776, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40170278637770895, "fast_rcnn/fg_cls_accuracy": 0.5612128146453089, "iteration": 150639, "loss_box_reg": 0.007934380060760304, "loss_cls": 0.045305105624720454, "loss_rpn_cls": 0.0004435111861766927, "loss_rpn_loc": 0.0022027208087820327, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5275413931813091, "total_loss": 0.0568003336911147}
{"data_time": 0.0038333162665367126, "eta_seconds": 48069.684948388254, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.435525467440361, "fast_rcnn/fg_cls_accuracy": 0.5571095571095571, "iteration": 150659, "loss_box_reg": 0.008631188364233822, "loss_cls": 0.04630266164895147, "loss_rpn_cls": 0.0004442393957333479, "loss_rpn_loc": 0.0021990888417349197, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5342798265628517, "total_loss": 0.059563895473729644}
{"data_time": 0.0039341573137789965, "eta_seconds": 48090.07742848527, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4412393162393162, "fast_rcnn/fg_cls_accuracy": 0.5587606837606838, "iteration": 150679, "loss_box_reg": 0.007405191863654181, "loss_cls": 0.043068986356956884, "loss_rpn_cls": 0.0005918968229252641, "loss_rpn_loc": 0.0022493303076771554, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5469831626396626, "total_loss": 0.054526359170608885}
{"data_time": 0.003911555046215653, "eta_seconds": 48062.97131204512, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.45760743321718933, "fast_rcnn/fg_cls_accuracy": 0.5423925667828107, "iteration": 150699, "loss_box_reg": 0.007263992098160088, "loss_cls": 0.0433626901358366, "loss_rpn_cls": 0.0011067132394373402, "loss_rpn_loc": 0.0025985247102653375, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5377613450400531, "total_loss": 0.05498538244762585}
{"data_time": 0.004012651741504669, "eta_seconds": 48071.63790252153, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36397058823529416, "fast_rcnn/fg_cls_accuracy": 0.6360294117647058, "iteration": 150719, "loss_box_reg": 0.007894944457802922, "loss_cls": 0.043836229713633657, "loss_rpn_cls": 0.0008063298845399913, "loss_rpn_loc": 0.0020979892778996145, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401624497026205, "total_loss": 0.055586482700277884}
{"data_time": 0.004027909599244595, "eta_seconds": 48057.77366290148, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.45553359683794464, "fast_rcnn/fg_cls_accuracy": 0.5298701298701298, "iteration": 150739, "loss_box_reg": 0.008248507481766865, "loss_cls": 0.044512911699712276, "loss_rpn_cls": 0.0008029470000394667, "loss_rpn_loc": 0.002423461666694493, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355169700924307, "total_loss": 0.05730511073036837}
{"data_time": 0.004674229072406888, "eta_seconds": 48030.678523848765, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3449248120300752, "fast_rcnn/fg_cls_accuracy": 0.5746031746031746, "iteration": 150759, "loss_box_reg": 0.007241019848152064, "loss_cls": 0.046830718289129436, "loss_rpn_cls": 0.0006089562980946539, "loss_rpn_loc": 0.0017340212580165826, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5450500249862671, "total_loss": 0.05757713942193732}
{"data_time": 0.004544920986518264, "eta_seconds": 48041.440429822076, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.21123693379790942, "fast_rcnn/fg_cls_accuracy": 0.7328874901652243, "iteration": 150779, "loss_box_reg": 0.008370141149498522, "loss_cls": 0.04318593750940636, "loss_rpn_cls": 0.000922271256968088, "loss_rpn_loc": 0.003214492320694262, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431228829547763, "total_loss": 0.055139746813893}
{"data_time": 0.0037136641331017017, "eta_seconds": 48028.90423465823, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3359559402045633, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 150799, "loss_box_reg": 0.007773914549034089, "loss_cls": 0.043755837774369866, "loss_rpn_cls": 0.0008740368094208861, "loss_rpn_loc": 0.0022063396663725143, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364507306367159, "total_loss": 0.0564946474535617}
{"data_time": 0.0038379954639822245, "eta_seconds": 48019.90225363942, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.24926686217008798, "fast_rcnn/fg_cls_accuracy": 0.750733137829912, "iteration": 150819, "loss_box_reg": 0.008025650779018179, "loss_cls": 0.043371136125642806, "loss_rpn_cls": 0.0007873991653895018, "loss_rpn_loc": 0.0017845692273112945, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5453443203587085, "total_loss": 0.0542280835761062}
{"data_time": 0.0039389163721352816, "eta_seconds": 48009.13316554809, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4597222222222222, "fast_rcnn/fg_cls_accuracy": 0.5402777777777779, "iteration": 150839, "loss_box_reg": 0.007510352035751566, "loss_cls": 0.041724156006239355, "loss_rpn_cls": 0.0006538849599451169, "loss_rpn_loc": 0.002379577337705996, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 248.5, "rpn/num_pos_anchors": 7.5, "time": 0.5389483394101262, "total_loss": 0.054535472802569984}
{"data_time": 0.0040576274041086435, "eta_seconds": 47993.16613173392, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18125, "fast_rcnn/fg_cls_accuracy": 0.8084239130434783, "iteration": 150859, "loss_box_reg": 0.007412804552586749, "loss_cls": 0.04028117546113208, "loss_rpn_cls": 0.0010914795361713914, "loss_rpn_loc": 0.002266012867039535, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5281583280302584, "total_loss": 0.05235854151919739}
{"data_time": 0.0040642558597028255, "eta_seconds": 47948.78184470208, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4019607843137255, "fast_rcnn/fg_cls_accuracy": 0.585171568627451, "iteration": 150879, "loss_box_reg": 0.007945075078168884, "loss_cls": 0.04229976888746023, "loss_rpn_cls": 0.0005886371113774658, "loss_rpn_loc": 0.002236437445390038, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5351246474310756, "total_loss": 0.053176062582224404}
{"data_time": 0.0040395737159997225, "eta_seconds": 47940.55359338201, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.45670995670995673, "fast_rcnn/fg_cls_accuracy": 0.4944178628389154, "iteration": 150899, "loss_box_reg": 0.008592899685027078, "loss_cls": 0.047440508380532265, "loss_rpn_cls": 0.0006803879024346315, "loss_rpn_loc": 0.0016060400866990676, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.535498057724908, "total_loss": 0.05997500188573213}
{"data_time": 0.0042369121219962835, "eta_seconds": 47914.52025190578, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4558139534883721, "fast_rcnn/fg_cls_accuracy": 0.5441860465116279, "iteration": 150919, "loss_box_reg": 0.008175918163033202, "loss_cls": 0.0431338899070397, "loss_rpn_cls": 0.0008506980614129134, "loss_rpn_loc": 0.0024041537562879967, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5343273871112615, "total_loss": 0.05467705605801143}
{"data_time": 0.003998180851340294, "eta_seconds": 47902.271578692365, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.43680445151033387, "fast_rcnn/fg_cls_accuracy": 0.5631955484896661, "iteration": 150939, "loss_box_reg": 0.007934236258734018, "loss_cls": 0.04465586948208511, "loss_rpn_cls": 0.0010246105513829207, "loss_rpn_loc": 0.0017165032422781223, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535402609501034, "total_loss": 0.0566861285621485}
{"data_time": 0.0037577995099127293, "eta_seconds": 47891.514396181796, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.46024844720496894, "fast_rcnn/fg_cls_accuracy": 0.5071428571428571, "iteration": 150959, "loss_box_reg": 0.007484143425244838, "loss_cls": 0.04522352491039783, "loss_rpn_cls": 0.001036539732581332, "loss_rpn_loc": 0.0026257355839334195, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5368051475379616, "total_loss": 0.056483477063466125}
{"data_time": 0.004370049107819796, "eta_seconds": 47861.64839443681, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3322192513368984, "fast_rcnn/fg_cls_accuracy": 0.6236631016042781, "iteration": 150979, "loss_box_reg": 0.007793653989210725, "loss_cls": 0.04317872552201152, "loss_rpn_cls": 0.0007064663606115573, "loss_rpn_loc": 0.0020042222531628795, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.530106543097645, "total_loss": 0.05313297307003495}
{"data_time": 0.004570637596771121, "eta_seconds": 47850.89550502994, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3596551724137931, "fast_rcnn/fg_cls_accuracy": 0.6157142857142857, "iteration": 150999, "loss_box_reg": 0.0079594511189498, "loss_cls": 0.042338591534644365, "loss_rpn_cls": 0.00058852739402937, "loss_rpn_loc": 0.0020409574099176098, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5317705310881138, "total_loss": 0.05442585921491627}
{"data_time": 0.0045711451675742865, "eta_seconds": 47857.05791857815, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.47363216875411995, "fast_rcnn/fg_cls_accuracy": 0.5116531165311653, "iteration": 151019, "loss_box_reg": 0.008223919794545509, "loss_cls": 0.04583413287764415, "loss_rpn_cls": 0.0009684793467954478, "loss_rpn_loc": 0.002136654644345981, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391825574915856, "total_loss": 0.05738819874747492}
{"data_time": 0.004714293871074915, "eta_seconds": 47848.48566613952, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.37142857142857144, "fast_rcnn/fg_cls_accuracy": 0.6285714285714286, "iteration": 151039, "loss_box_reg": 0.007902323006419465, "loss_cls": 0.044886922172736377, "loss_rpn_cls": 0.0007166809450609435, "loss_rpn_loc": 0.0026907501069217687, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 248.5, "rpn/num_pos_anchors": 7.5, "time": 0.5408836612477899, "total_loss": 0.05614858430521963}
{"data_time": 0.004181201104074717, "eta_seconds": 47837.426475381944, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3692240627724499, "fast_rcnn/fg_cls_accuracy": 0.6307759372275501, "iteration": 151059, "loss_box_reg": 0.007537726662121713, "loss_cls": 0.044026057003065944, "loss_rpn_cls": 0.0010718656394601567, "loss_rpn_loc": 0.0020563230209518224, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399561475496739, "total_loss": 0.0554872025501254}
{"data_time": 0.004483434138819575, "eta_seconds": 47826.97130111838, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2989203778677463, "fast_rcnn/fg_cls_accuracy": 0.7010796221322537, "iteration": 151079, "loss_box_reg": 0.007985154923517257, "loss_cls": 0.04294923378620297, "loss_rpn_cls": 0.0006850299062932663, "loss_rpn_loc": 0.0016300171555485576, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5386624364182353, "total_loss": 0.05393292012149686}
{"data_time": 0.003996747545897961, "eta_seconds": 47813.777260511415, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.28501228501228504, "fast_rcnn/fg_cls_accuracy": 0.6961789375582479, "iteration": 151099, "loss_box_reg": 0.007590956243802793, "loss_cls": 0.04484513364150189, "loss_rpn_cls": 0.000980648072868462, "loss_rpn_loc": 0.0021155615941097494, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5376006595324725, "total_loss": 0.0565038433595646}
{"data_time": 0.0045788714196532965, "eta_seconds": 47809.77844806877, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4373015873015873, "fast_rcnn/fg_cls_accuracy": 0.5626984126984127, "iteration": 151119, "loss_box_reg": 0.008018246327992529, "loss_cls": 0.04522622178774327, "loss_rpn_cls": 0.0006619069020530333, "loss_rpn_loc": 0.00170120862640033, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417115362361073, "total_loss": 0.05697910557073271}
{"data_time": 0.0038357540033757687, "eta_seconds": 47802.84213143028, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.29210134128166915, "fast_rcnn/fg_cls_accuracy": 0.7078986587183309, "iteration": 151139, "loss_box_reg": 0.007901183591457084, "loss_cls": 0.043822885607369244, "loss_rpn_cls": 0.0006488273588161064, "loss_rpn_loc": 0.0020670507074100897, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416837919037789, "total_loss": 0.05584270361822519}
{"data_time": 0.00401311949826777, "eta_seconds": 47798.639838882955, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4771181199752629, "fast_rcnn/fg_cls_accuracy": 0.5228818800247372, "iteration": 151159, "loss_box_reg": 0.007491364871384576, "loss_cls": 0.044553770567290485, "loss_rpn_cls": 0.0006575062025149236, "loss_rpn_loc": 0.0020929799666191684, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5408731051720679, "total_loss": 0.055441545505459544}
{"data_time": 0.004169991239905357, "eta_seconds": 47787.879347704584, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4158805031446541, "fast_rcnn/fg_cls_accuracy": 0.5841194968553459, "iteration": 151179, "loss_box_reg": 0.008568065997678787, "loss_cls": 0.04749422741588205, "loss_rpn_cls": 0.0017241691626850297, "loss_rpn_loc": 0.0020383610717544798, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5337926913052797, "total_loss": 0.059884636463152674}
{"data_time": 0.0036769486032426357, "eta_seconds": 47797.64835676621, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3957317073170732, "fast_rcnn/fg_cls_accuracy": 0.5964285714285715, "iteration": 151199, "loss_box_reg": 0.007648967351997271, "loss_cls": 0.04165268939686939, "loss_rpn_cls": 0.0012828291837081451, "loss_rpn_loc": 0.0025614116893848404, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.530418795067817, "total_loss": 0.05419117919797145}
{"data_time": 0.004633106989786029, "eta_seconds": 47786.88324187859, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38661131292163986, "fast_rcnn/fg_cls_accuracy": 0.6133886870783601, "iteration": 151219, "loss_box_reg": 0.008389709226321429, "loss_cls": 0.043053063622210175, "loss_rpn_cls": 0.0011233754238446636, "loss_rpn_loc": 0.002307170332642272, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5445965563412756, "total_loss": 0.05533099000177799}
{"data_time": 0.0040555112063884735, "eta_seconds": 47751.894187329104, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3449754901960784, "fast_rcnn/fg_cls_accuracy": 0.6020833333333333, "iteration": 151239, "loss_box_reg": 0.007866181564168073, "loss_cls": 0.04552983393659815, "loss_rpn_cls": 0.0006070934573756404, "loss_rpn_loc": 0.0022686082284053555, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5318723600357771, "total_loss": 0.056478224050351855}
{"data_time": 0.003888383973389864, "eta_seconds": 47732.83616125095, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39433811802232854, "fast_rcnn/fg_cls_accuracy": 0.6056618819776715, "iteration": 151259, "loss_box_reg": 0.007764311856590211, "loss_cls": 0.044424776948289946, "loss_rpn_cls": 0.0005602020665946839, "loss_rpn_loc": 0.0022374943509930745, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.534153101965785, "total_loss": 0.05425931795298311}
{"data_time": 0.004002713598310947, "eta_seconds": 47730.3748740328, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38571428571428573, "fast_rcnn/fg_cls_accuracy": 0.5936974789915966, "iteration": 151279, "loss_box_reg": 0.007761432061670348, "loss_cls": 0.042728884174721316, "loss_rpn_cls": 0.0007623173715813891, "loss_rpn_loc": 0.0024126336065819487, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5466331394854933, "total_loss": 0.05415002119961798}
{"data_time": 0.0036499365232884884, "eta_seconds": 47723.31640063436, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3125, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 151299, "loss_box_reg": 0.007291699439520016, "loss_cls": 0.04270276345778257, "loss_rpn_cls": 0.0005272570167562662, "loss_rpn_loc": 0.0022009696567693027, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5389496944844723, "total_loss": 0.05273214418019734}
{"data_time": 0.003984431736171246, "eta_seconds": 47708.8555607365, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4118773946360153, "fast_rcnn/fg_cls_accuracy": 0.5881226053639848, "iteration": 151319, "loss_box_reg": 0.008389295602682978, "loss_cls": 0.04327647719765082, "loss_rpn_cls": 0.0012319479239621955, "loss_rpn_loc": 0.0020275446004234254, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5359842556063086, "total_loss": 0.05483478512428519}
{"data_time": 0.003747532144188881, "eta_seconds": 47713.36061645136, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4138138138138138, "fast_rcnn/fg_cls_accuracy": 0.5861861861861861, "iteration": 151339, "loss_box_reg": 0.006979900528676808, "loss_cls": 0.043851005961187184, "loss_rpn_cls": 0.0008635787065713885, "loss_rpn_loc": 0.0027604537463048473, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542901907581836, "total_loss": 0.05491091727901676}
{"data_time": 0.004300073953345418, "eta_seconds": 47691.034927099245, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.26190476190476186, "fast_rcnn/fg_cls_accuracy": 0.6895833333333333, "iteration": 151359, "loss_box_reg": 0.007464514288585633, "loss_cls": 0.041256624477682635, "loss_rpn_cls": 0.0010751476367261148, "loss_rpn_loc": 0.0022348122556650196, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354277999140322, "total_loss": 0.053732933171261266}
{"data_time": 0.004303231369704008, "eta_seconds": 47665.3126418055, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34375, "fast_rcnn/fg_cls_accuracy": 0.65625, "iteration": 151379, "loss_box_reg": 0.008348267612745985, "loss_cls": 0.04446791874943301, "loss_rpn_cls": 0.0009320566134647379, "loss_rpn_loc": 0.0020680372344941134, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333220663014799, "total_loss": 0.05515277810513908}
{"data_time": 0.0043050446547567844, "eta_seconds": 47651.77345525194, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24696356275303644, "fast_rcnn/fg_cls_accuracy": 0.7530364372469636, "iteration": 151399, "loss_box_reg": 0.00867257485515438, "loss_cls": 0.04439630714477971, "loss_rpn_cls": 0.0008154737578820459, "loss_rpn_loc": 0.002405189337878255, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382283111102879, "total_loss": 0.058168408255369286}
{"data_time": 0.0039231907576322556, "eta_seconds": 47641.01696865354, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.4109396914446003, "fast_rcnn/fg_cls_accuracy": 0.5890603085553997, "iteration": 151419, "loss_box_reg": 0.007319878408452496, "loss_cls": 0.04550872230902314, "loss_rpn_cls": 0.00081771002885489, "loss_rpn_loc": 0.0018787958724715281, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374494669958949, "total_loss": 0.05799316481761707}
{"data_time": 0.004305590409785509, "eta_seconds": 47630.260482055135, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36363636363636365, "fast_rcnn/fg_cls_accuracy": 0.6363636363636364, "iteration": 151439, "loss_box_reg": 0.007472891069483012, "loss_cls": 0.04268891958054155, "loss_rpn_cls": 0.0007810868560227391, "loss_rpn_loc": 0.001876131515018642, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383669266011566, "total_loss": 0.05314791340595093}
{"data_time": 0.0042625118512660265, "eta_seconds": 47615.94412539271, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32087912087912085, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 151459, "loss_box_reg": 0.008111076604109257, "loss_cls": 0.0433576236537192, "loss_rpn_cls": 0.0006799526124723343, "loss_rpn_loc": 0.0019536627296474762, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5364975731354207, "total_loss": 0.05592710811262691}
{"data_time": 0.003603500546887517, "eta_seconds": 47602.203252982814, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43458980044345896, "fast_rcnn/fg_cls_accuracy": 0.565410199556541, "iteration": 151479, "loss_box_reg": 0.00821213735616766, "loss_cls": 0.044049613643437624, "loss_rpn_cls": 0.0007574674208399301, "loss_rpn_loc": 0.0023850017842050875, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5401681927032769, "total_loss": 0.05587067850888161}
{"data_time": 0.004146008985117078, "eta_seconds": 47597.99102225993, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37990455991516436, "fast_rcnn/fg_cls_accuracy": 0.6079083518107908, "iteration": 151499, "loss_box_reg": 0.007558295765193179, "loss_cls": 0.04502062115352601, "loss_rpn_cls": 0.0007705066764174262, "loss_rpn_loc": 0.0019883571403624956, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5421177593525499, "total_loss": 0.054702914726675544}
{"data_time": 0.0036344199907034636, "eta_seconds": 47598.42084413953, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.16381766381766383, "fast_rcnn/fg_cls_accuracy": 0.7592592592592593, "iteration": 151519, "loss_box_reg": 0.0075461934466147795, "loss_cls": 0.04483899171464145, "loss_rpn_cls": 0.001060306124827548, "loss_rpn_loc": 0.0019685844654304674, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5448808886576444, "total_loss": 0.05533511841190375}
{"data_time": 0.0037048631347715855, "eta_seconds": 47582.92302264017, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.43813131313131315, "fast_rcnn/fg_cls_accuracy": 0.5618686868686869, "iteration": 151539, "loss_box_reg": 0.007583808561321348, "loss_cls": 0.04320177820045501, "loss_rpn_cls": 0.0012719890924586252, "loss_rpn_loc": 0.002206709732490708, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.538155177840963, "total_loss": 0.055844179066752986}
{"data_time": 0.004491965984925628, "eta_seconds": 47562.1657129901, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4626358695652174, "fast_rcnn/fg_cls_accuracy": 0.5004940711462451, "iteration": 151559, "loss_box_reg": 0.008455008297460154, "loss_cls": 0.04539115447551012, "loss_rpn_cls": 0.0009061605819624674, "loss_rpn_loc": 0.0022589408235944575, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5374825967010111, "total_loss": 0.060789632628768686}
{"data_time": 0.003709671786054969, "eta_seconds": 47566.14379877783, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.308027079303675, "fast_rcnn/fg_cls_accuracy": 0.691972920696325, "iteration": 151579, "loss_box_reg": 0.00798927474534139, "loss_cls": 0.04485499841393903, "loss_rpn_cls": 0.0010175875517006716, "loss_rpn_loc": 0.0016286789395962842, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5409313305281103, "total_loss": 0.05476147975855383}
{"data_time": 0.0038874049205332994, "eta_seconds": 47558.220367662376, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3702107279693486, "fast_rcnn/fg_cls_accuracy": 0.6228448275862069, "iteration": 151599, "loss_box_reg": 0.007831083028577268, "loss_cls": 0.04143859655596316, "loss_rpn_cls": 0.0008590624541398029, "loss_rpn_loc": 0.0018636002168932464, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409005475230515, "total_loss": 0.05236026770035096}
{"data_time": 0.004349367460235953, "eta_seconds": 47553.58071487839, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4288145207033466, "fast_rcnn/fg_cls_accuracy": 0.5711854792966535, "iteration": 151619, "loss_box_reg": 0.008612756471848115, "loss_cls": 0.04241958633065224, "loss_rpn_cls": 0.001069169883237464, "loss_rpn_loc": 0.0020996564053348266, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538970879977569, "total_loss": 0.05620427797765615}
{"data_time": 0.003969726851209998, "eta_seconds": 47560.49832383776, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3954326923076923, "fast_rcnn/fg_cls_accuracy": 0.5731907894736843, "iteration": 151639, "loss_box_reg": 0.008194200549041852, "loss_cls": 0.04257635248359293, "loss_rpn_cls": 0.000999790625883179, "loss_rpn_loc": 0.003210583141481038, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5390419240575284, "total_loss": 0.05411279897214172}
{"data_time": 0.003966107033193111, "eta_seconds": 47578.16047924594, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4947058823529412, "fast_rcnn/fg_cls_accuracy": 0.5052941176470589, "iteration": 151659, "loss_box_reg": 0.007790904346620664, "loss_cls": 0.04487803182564676, "loss_rpn_cls": 0.0012838763655054208, "loss_rpn_loc": 0.0020283364192437148, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5444696489721537, "total_loss": 0.05618692905670741}
{"data_time": 0.00395160517655313, "eta_seconds": 47561.408214583294, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.43787878787878787, "fast_rcnn/fg_cls_accuracy": 0.5621212121212121, "iteration": 151679, "loss_box_reg": 0.007827989931683987, "loss_cls": 0.04392366239335388, "loss_rpn_cls": 0.0007145527085867798, "loss_rpn_loc": 0.002178231994548696, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400167480111122, "total_loss": 0.05505602389462183}
{"data_time": 0.0041334915440529585, "eta_seconds": 47550.638090102235, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4831730769230769, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 151699, "loss_box_reg": 0.007497217564377934, "loss_cls": 0.04702207091031596, "loss_rpn_cls": 0.001329534031157209, "loss_rpn_loc": 0.0023025048758427147, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5332397127058357, "total_loss": 0.05818788324410207}
{"data_time": 0.004443964688107371, "eta_seconds": 47539.867965621175, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2722567287784679, "fast_rcnn/fg_cls_accuracy": 0.6920289855072463, "iteration": 151719, "loss_box_reg": 0.007946249097585678, "loss_cls": 0.0473930403823033, "loss_rpn_cls": 0.0007106147558033626, "loss_rpn_loc": 0.001792150902474532, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416014767251909, "total_loss": 0.05819667308207954}
{"data_time": 0.003773985430598259, "eta_seconds": 47535.07456400455, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.33896103896103896, "fast_rcnn/fg_cls_accuracy": 0.6610389610389611, "iteration": 151739, "loss_box_reg": 0.008333629870321602, "loss_cls": 0.040459945041220635, "loss_rpn_cls": 0.0007780356227158336, "loss_rpn_loc": 0.002629549908306217, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542042970424518, "total_loss": 0.05369551013643559}
{"data_time": 0.00434806989505887, "eta_seconds": 47507.10785484756, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4527093596059113, "fast_rcnn/fg_cls_accuracy": 0.5472906403940887, "iteration": 151759, "loss_box_reg": 0.007686665718210861, "loss_cls": 0.04426910215988755, "loss_rpn_cls": 0.0009158564996596397, "loss_rpn_loc": 0.0018549386641097954, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5400517222005874, "total_loss": 0.05539038479764713}
{"data_time": 0.00452782167121768, "eta_seconds": 47485.14302268298, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3906926406926407, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 151779, "loss_box_reg": 0.008128712317557074, "loss_cls": 0.04566212563076988, "loss_rpn_cls": 0.0009731798701295702, "loss_rpn_loc": 0.001979916833079187, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537328212056309, "total_loss": 0.058386833569556984}
{"data_time": 0.004298564046621323, "eta_seconds": 47496.78746769694, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2145408163265306, "fast_rcnn/fg_cls_accuracy": 0.7854591836734695, "iteration": 151799, "loss_box_reg": 0.007612615940161049, "loss_cls": 0.04524131596554071, "loss_rpn_cls": 0.0007478262297198057, "loss_rpn_loc": 0.002240626527054701, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5403109560720623, "total_loss": 0.057200920741195205}
{"data_time": 0.0038959819357842207, "eta_seconds": 47464.684092439245, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.35345345345345347, "fast_rcnn/fg_cls_accuracy": 0.6465465465465465, "iteration": 151819, "loss_box_reg": 0.0075079407542943954, "loss_cls": 0.04020310775376856, "loss_rpn_cls": 0.0010084657408242492, "loss_rpn_loc": 0.0024134764153131982, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374036305584013, "total_loss": 0.05245813561509749}
{"data_time": 0.00408135587349534, "eta_seconds": 47452.84789361665, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37044534412955465, "fast_rcnn/fg_cls_accuracy": 0.6197047496790757, "iteration": 151839, "loss_box_reg": 0.007932051550596952, "loss_cls": 0.042289999313652515, "loss_rpn_cls": 0.0010104785536668714, "loss_rpn_loc": 0.002254406423162436, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.531742453109473, "total_loss": 0.05451370097785002}
{"data_time": 0.003944967640563846, "eta_seconds": 47464.47709425376, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.39141414141414144, "fast_rcnn/fg_cls_accuracy": 0.6085858585858586, "iteration": 151859, "loss_box_reg": 0.007380164141068235, "loss_cls": 0.0454653124907054, "loss_rpn_cls": 0.0008772672441637042, "loss_rpn_loc": 0.0019367984714335762, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432653804309666, "total_loss": 0.05577185392667161}
{"data_time": 0.004127442371100187, "eta_seconds": 47454.949290419696, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3137089991589571, "fast_rcnn/fg_cls_accuracy": 0.6789634146341463, "iteration": 151879, "loss_box_reg": 0.008148931810865179, "loss_cls": 0.0431382762035355, "loss_rpn_cls": 0.0005812959946069896, "loss_rpn_loc": 0.0017692097462713718, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.535957534564659, "total_loss": 0.05556727217799562}
{"data_time": 0.0041353844571858644, "eta_seconds": 47448.90273352177, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4807407407407407, "fast_rcnn/fg_cls_accuracy": 0.5192592592592593, "iteration": 151899, "loss_box_reg": 0.007812031777575612, "loss_cls": 0.041892867971910164, "loss_rpn_cls": 0.00043560194694691745, "loss_rpn_loc": 0.0020937407625751803, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538488348480314, "total_loss": 0.05465143179503684}
{"data_time": 0.003629551501944661, "eta_seconds": 47440.43833822897, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4126984126984127, "fast_rcnn/fg_cls_accuracy": 0.5873015873015873, "iteration": 151919, "loss_box_reg": 0.007907592953415588, "loss_cls": 0.043232538155280054, "loss_rpn_cls": 0.0008476666131400634, "loss_rpn_loc": 0.0026850643935176777, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5383780347183347, "total_loss": 0.05656872946030944}
{"data_time": 0.0037175356410443783, "eta_seconds": 47429.66633556364, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4849690539345712, "fast_rcnn/fg_cls_accuracy": 0.5150309460654288, "iteration": 151939, "loss_box_reg": 0.007884520950028673, "loss_cls": 0.042372839292511344, "loss_rpn_cls": 0.0006647592949775571, "loss_rpn_loc": 0.0022610941596212797, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537760625127703, "total_loss": 0.05373022563983909}
{"data_time": 0.0038689174689352512, "eta_seconds": 47428.58416429348, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2721804511278195, "fast_rcnn/fg_cls_accuracy": 0.7278195488721805, "iteration": 151959, "loss_box_reg": 0.007325592538109049, "loss_cls": 0.044610178912989795, "loss_rpn_cls": 0.0007555507309007226, "loss_rpn_loc": 0.0024730851018830435, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5448953390587121, "total_loss": 0.05598894989429937}
{"data_time": 0.0043440586887300014, "eta_seconds": 47426.66461254121, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 151979, "loss_box_reg": 0.008167365769622847, "loss_cls": 0.04418791667558253, "loss_rpn_cls": 0.0008460790625122172, "loss_rpn_loc": 0.0018971271929331124, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375055081676692, "total_loss": 0.05619918738943852}
{"data_time": 0.0038418835029006004, "eta_seconds": 47435.06040573865, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.47679924242424243, "fast_rcnn/fg_cls_accuracy": 0.5232007575757576, "iteration": 151999, "loss_box_reg": 0.00822993292240426, "loss_cls": 0.045053735608235, "loss_rpn_cls": 0.0007650676943740109, "loss_rpn_loc": 0.002203146654210286, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381823915522546, "total_loss": 0.055969013839785475}
{"data_time": 0.003821237711235881, "eta_seconds": 47434.051369891735, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3522796352583587, "fast_rcnn/fg_cls_accuracy": 0.6477203647416414, "iteration": 152019, "loss_box_reg": 0.00770613455097191, "loss_cls": 0.042959488346241415, "loss_rpn_cls": 0.0009048970997582728, "loss_rpn_loc": 0.0016656420193612576, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5421412743162364, "total_loss": 0.05416188232004515}
{"data_time": 0.0038851078134030104, "eta_seconds": 47429.92570724897, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41661939875212706, "fast_rcnn/fg_cls_accuracy": 0.5833806012478729, "iteration": 152039, "loss_box_reg": 0.00798312303959392, "loss_cls": 0.041704360803123564, "loss_rpn_cls": 0.0012587869347271408, "loss_rpn_loc": 0.0027521702231751988, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5459461936261505, "total_loss": 0.05329432088649355}
{"data_time": 0.003824247047305107, "eta_seconds": 47407.640185010154, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 152059, "loss_box_reg": 0.008396721997996792, "loss_cls": 0.040028121788054705, "loss_rpn_cls": 0.001070754670649876, "loss_rpn_loc": 0.002603047927550506, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5285228188149631, "total_loss": 0.05309593937212753}
{"data_time": 0.0037792338989675045, "eta_seconds": 47401.702986920485, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38230769230769235, "fast_rcnn/fg_cls_accuracy": 0.6176923076923078, "iteration": 152079, "loss_box_reg": 0.008097124780761078, "loss_cls": 0.0461141939740628, "loss_rpn_cls": 0.0006925233637957717, "loss_rpn_loc": 0.0026427477023389656, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5443337964825332, "total_loss": 0.059044125415084636}
{"data_time": 0.0040015424601733685, "eta_seconds": 47410.83517023898, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3478150406504065, "fast_rcnn/fg_cls_accuracy": 0.6160201149425287, "iteration": 152099, "loss_box_reg": 0.0077471699914895, "loss_cls": 0.04652918688952923, "loss_rpn_cls": 0.0010867003075532011, "loss_rpn_loc": 0.0018477972444088664, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381496523041278, "total_loss": 0.05708103137942544}
{"data_time": 0.0038152814377099276, "eta_seconds": 47376.14534020121, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.28, "fast_rcnn/fg_cls_accuracy": 0.7014634146341463, "iteration": 152119, "loss_box_reg": 0.00822735473047942, "loss_cls": 0.04390867316396907, "loss_rpn_cls": 0.0005192614783027238, "loss_rpn_loc": 0.001994430633203592, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5379426288418472, "total_loss": 0.056283021458853}
{"data_time": 0.004349041962996125, "eta_seconds": 47331.616329425946, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2902097902097902, "fast_rcnn/fg_cls_accuracy": 0.6604395604395604, "iteration": 152139, "loss_box_reg": 0.008651345066027716, "loss_cls": 0.04076230898499489, "loss_rpn_cls": 0.0010022954019177632, "loss_rpn_loc": 0.0023441263401764445, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.534461265662685, "total_loss": 0.05388477424713756}
{"data_time": 0.003668185556307435, "eta_seconds": 47312.32395837316, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5067567567567568, "fast_rcnn/fg_cls_accuracy": 0.49324324324324326, "iteration": 152159, "loss_box_reg": 0.008089130598818883, "loss_cls": 0.04794410103932023, "loss_rpn_cls": 0.0010571379566499672, "loss_rpn_loc": 0.001766970850439975, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5342869693413377, "total_loss": 0.05962763361213774}
{"data_time": 0.003686624113470316, "eta_seconds": 47310.067921677604, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4195906432748538, "fast_rcnn/fg_cls_accuracy": 0.5804093567251463, "iteration": 152179, "loss_box_reg": 0.008887663250789046, "loss_cls": 0.04581397247966379, "loss_rpn_cls": 0.0011932880750009645, "loss_rpn_loc": 0.002203059162638965, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406535023357719, "total_loss": 0.05882756668967204}
{"data_time": 0.004134612623602152, "eta_seconds": 47299.29371780343, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4489795918367347, "fast_rcnn/fg_cls_accuracy": 0.5510204081632653, "iteration": 152199, "loss_box_reg": 0.008218728849897161, "loss_cls": 0.044706056360155344, "loss_rpn_cls": 0.0007741377407910477, "loss_rpn_loc": 0.002394180301052984, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5343248276039958, "total_loss": 0.05639809751187386}
{"data_time": 0.0042776186019182205, "eta_seconds": 47280.00716510462, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.34959349593495936, "fast_rcnn/fg_cls_accuracy": 0.6504065040650406, "iteration": 152219, "loss_box_reg": 0.00785025442019105, "loss_cls": 0.04402608668897301, "loss_rpn_cls": 0.0008730848083473575, "loss_rpn_loc": 0.0023117517193895765, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382811171002686, "total_loss": 0.05530450029891654}
{"data_time": 0.003868306055665016, "eta_seconds": 47304.7752500074, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40454545454545454, "fast_rcnn/fg_cls_accuracy": 0.583916083916084, "iteration": 152239, "loss_box_reg": 0.007647569058462977, "loss_cls": 0.04352370175183751, "loss_rpn_cls": 0.0007338559842082759, "loss_rpn_loc": 0.002218266421550652, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5449283176567405, "total_loss": 0.054732710815073915}
{"data_time": 0.004121934762224555, "eta_seconds": 47294.91949342936, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.32285714285714284, "fast_rcnn/fg_cls_accuracy": 0.6628571428571428, "iteration": 152259, "loss_box_reg": 0.007431766425725073, "loss_cls": 0.04424974345602095, "loss_rpn_cls": 0.0010368115492838115, "loss_rpn_loc": 0.0022413974984374363, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400491994805634, "total_loss": 0.055954646240991224}
{"data_time": 0.003971487516537309, "eta_seconds": 47251.66789079923, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.26785714285714285, "fast_rcnn/fg_cls_accuracy": 0.7182539682539683, "iteration": 152279, "loss_box_reg": 0.007231206793221645, "loss_cls": 0.042484163655899465, "loss_rpn_cls": 0.0011265048269706313, "loss_rpn_loc": 0.0021253399645502213, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5340336612425745, "total_loss": 0.05338589963469076}
{"data_time": 0.0037937001325190067, "eta_seconds": 47245.42269843258, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.32190040650406504, "fast_rcnn/fg_cls_accuracy": 0.678099593495935, "iteration": 152299, "loss_box_reg": 0.007976635912200436, "loss_cls": 0.04498871904797852, "loss_rpn_cls": 0.0009663985458701063, "loss_rpn_loc": 0.0020943011459166883, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422240730840713, "total_loss": 0.05816576236156834}
{"data_time": 0.003897466929629445, "eta_seconds": 47248.9408921923, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3981900452488688, "fast_rcnn/fg_cls_accuracy": 0.6018099547511313, "iteration": 152319, "loss_box_reg": 0.008135861397022381, "loss_cls": 0.043593648879323155, "loss_rpn_cls": 0.0009228813879644804, "loss_rpn_loc": 0.0019066885870415717, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405561346560717, "total_loss": 0.05567998618562342}
{"data_time": 0.00465083378367126, "eta_seconds": 47220.93404283887, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4018817204301075, "fast_rcnn/fg_cls_accuracy": 0.5981182795698925, "iteration": 152339, "loss_box_reg": 0.007229885290144011, "loss_cls": 0.041908406652510166, "loss_rpn_cls": 0.0007067948764643006, "loss_rpn_loc": 0.0019938253763029934, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380791404750198, "total_loss": 0.052318841043074826}
{"data_time": 0.003933685598894954, "eta_seconds": 47240.09306737501, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37922832980972515, "fast_rcnn/fg_cls_accuracy": 0.6207716701902748, "iteration": 152359, "loss_box_reg": 0.007822705723810941, "loss_cls": 0.0404006470926106, "loss_rpn_cls": 0.0007444164434673439, "loss_rpn_loc": 0.001917761139338836, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5440063590649515, "total_loss": 0.0524476015326627}
{"data_time": 0.004670595051720738, "eta_seconds": 47236.24964673165, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2195945945945946, "fast_rcnn/fg_cls_accuracy": 0.7804054054054055, "iteration": 152379, "loss_box_reg": 0.00807924711261876, "loss_cls": 0.04556690255412832, "loss_rpn_cls": 0.00037704672516269966, "loss_rpn_loc": 0.0019366312844795175, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5402614837512374, "total_loss": 0.05624123780046375}
{"data_time": 0.004540815018117428, "eta_seconds": 47241.25664058048, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 152399, "loss_box_reg": 0.008210444560972974, "loss_cls": 0.043133899744134396, "loss_rpn_cls": 0.0010744263278752442, "loss_rpn_loc": 0.00215317657966807, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5395026965998113, "total_loss": 0.05533969504489278}
{"data_time": 0.0041092324536293745, "eta_seconds": 47214.68575239275, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4467849223946785, "fast_rcnn/fg_cls_accuracy": 0.5532150776053215, "iteration": 152419, "loss_box_reg": 0.007362900534644723, "loss_cls": 0.042865339666604996, "loss_rpn_cls": 0.0013720609141358864, "loss_rpn_loc": 0.0017540006101626204, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5343153602443635, "total_loss": 0.05413862183445417}
{"data_time": 0.003831240115687251, "eta_seconds": 47213.315512151225, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3397358943577431, "fast_rcnn/fg_cls_accuracy": 0.6602641056422569, "iteration": 152439, "loss_box_reg": 0.007543394371168688, "loss_cls": 0.04436018108390272, "loss_rpn_cls": 0.0007388272310890898, "loss_rpn_loc": 0.002344663596886676, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378533664625138, "total_loss": 0.056424810389103186}
{"data_time": 0.0039125720504671335, "eta_seconds": 47202.531415233156, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3693957115009746, "fast_rcnn/fg_cls_accuracy": 0.6306042884990253, "iteration": 152459, "loss_box_reg": 0.007630763328052126, "loss_cls": 0.045507887843996286, "loss_rpn_cls": 0.0012225391033098276, "loss_rpn_loc": 0.0023487527323595714, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.537390491226688, "total_loss": 0.05703544075402078}
{"data_time": 0.004414714872837067, "eta_seconds": 47202.96790161473, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.28095238095238095, "fast_rcnn/fg_cls_accuracy": 0.719047619047619, "iteration": 152479, "loss_box_reg": 0.007652272266568616, "loss_cls": 0.04257639346178621, "loss_rpn_cls": 0.0009507140346158849, "loss_rpn_loc": 0.00167970929396688, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427764693740755, "total_loss": 0.05548878787669764}
{"data_time": 0.004217786947265267, "eta_seconds": 47180.96322139702, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.5231854838709677, "fast_rcnn/fg_cls_accuracy": 0.47681451612903225, "iteration": 152499, "loss_box_reg": 0.007512909825891256, "loss_cls": 0.04254942195257172, "loss_rpn_cls": 0.0007899414457597231, "loss_rpn_loc": 0.002271781599120004, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5429657099302858, "total_loss": 0.053884214474237524}
{"data_time": 0.0036741115618497133, "eta_seconds": 47170.17912447895, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 152519, "loss_box_reg": 0.007634844427229837, "loss_cls": 0.04108909930801019, "loss_rpn_cls": 0.0007779608076816658, "loss_rpn_loc": 0.0019436119800957385, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5424773194827139, "total_loss": 0.053074968237183384}
{"data_time": 0.004157694987952709, "eta_seconds": 47159.39502756088, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3956521739130435, "fast_rcnn/fg_cls_accuracy": 0.5962962962962963, "iteration": 152539, "loss_box_reg": 0.007568796252598986, "loss_cls": 0.04486308037303388, "loss_rpn_cls": 0.0010325882825696908, "loss_rpn_loc": 0.0018042128986053285, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369966209400445, "total_loss": 0.05519420860561297}
{"data_time": 0.004208842059597373, "eta_seconds": 47169.64526257315, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2582752613240418, "fast_rcnn/fg_cls_accuracy": 0.6423160173160174, "iteration": 152559, "loss_box_reg": 0.007972189865540713, "loss_cls": 0.04355425538960844, "loss_rpn_cls": 0.0005742408524156417, "loss_rpn_loc": 0.0025301754067186266, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424622937571257, "total_loss": 0.055075525891197685}
{"data_time": 0.0044550239108502865, "eta_seconds": 47149.03459657752, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.38742964352720455, "fast_rcnn/fg_cls_accuracy": 0.6125703564727956, "iteration": 152579, "loss_box_reg": 0.007631478365510702, "loss_cls": 0.044352698023431, "loss_rpn_cls": 0.0009758833657258492, "loss_rpn_loc": 0.001784994743502466, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5422504034359008, "total_loss": 0.05562257889232569}
{"data_time": 0.003956100437790155, "eta_seconds": 47122.49504195084, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30729166666666663, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 152599, "loss_box_reg": 0.00829349784180522, "loss_cls": 0.04277629446005449, "loss_rpn_cls": 0.0010147809824161413, "loss_rpn_loc": 0.0021531144302571192, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5342465047724545, "total_loss": 0.05361327389022108}
{"data_time": 0.003779906313866377, "eta_seconds": 47111.7119856833, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.33854166666666663, "fast_rcnn/fg_cls_accuracy": 0.6429398148148149, "iteration": 152619, "loss_box_reg": 0.008067583257798105, "loss_cls": 0.04499460966326296, "loss_rpn_cls": 0.0011632126245899599, "loss_rpn_loc": 0.002139892496415996, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.538108290405944, "total_loss": 0.059206648596273226}
{"data_time": 0.0035953877959400415, "eta_seconds": 47129.806282085134, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24667931688804554, "fast_rcnn/fg_cls_accuracy": 0.7533206831119544, "iteration": 152639, "loss_box_reg": 0.007200682972325012, "loss_cls": 0.04124856652924791, "loss_rpn_cls": 0.0011048643345930032, "loss_rpn_loc": 0.002554433867771877, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5432459050789475, "total_loss": 0.05267340873615467}
{"data_time": 0.004307114519178867, "eta_seconds": 47079.3080028221, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5166852057842046, "fast_rcnn/fg_cls_accuracy": 0.4752688172043011, "iteration": 152659, "loss_box_reg": 0.007785046851495281, "loss_cls": 0.042533531435765326, "loss_rpn_cls": 0.0009317590172770451, "loss_rpn_loc": 0.0023804337270121323, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382688092067838, "total_loss": 0.054396958913912385}
{"data_time": 0.00426788697950542, "eta_seconds": 47068.52742829174, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.584280303030303, "fast_rcnn/fg_cls_accuracy": 0.39209164818920916, "iteration": 152679, "loss_box_reg": 0.007830964168533683, "loss_cls": 0.04294758406467736, "loss_rpn_cls": 0.0007223241046858675, "loss_rpn_loc": 0.0017936827680387069, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5378240924328566, "total_loss": 0.053840867400595016}
{"data_time": 0.0037245622370392084, "eta_seconds": 47050.500917218626, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.23980978260869565, "fast_rcnn/fg_cls_accuracy": 0.6993750000000001, "iteration": 152699, "loss_box_reg": 0.008153603208484128, "loss_cls": 0.04424091658438556, "loss_rpn_cls": 0.001218716888729432, "loss_rpn_loc": 0.0030330473091453314, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5305856128688902, "total_loss": 0.05621382107477757}
{"data_time": 0.004545565927401185, "eta_seconds": 47029.092355874134, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2091346153846154, "fast_rcnn/fg_cls_accuracy": 0.7908653846153846, "iteration": 152719, "loss_box_reg": 0.0075369710102677345, "loss_cls": 0.04176383779849857, "loss_rpn_cls": 0.0013983466844820214, "loss_rpn_loc": 0.002225700862254598, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390912215225399, "total_loss": 0.05371389848929908}
{"data_time": 0.004371219780296087, "eta_seconds": 47028.94308813661, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3451704545454546, "fast_rcnn/fg_cls_accuracy": 0.6079545454545454, "iteration": 152739, "loss_box_reg": 0.0079532069794368, "loss_cls": 0.04640466423006728, "loss_rpn_cls": 0.0010902513942028236, "loss_rpn_loc": 0.002111071429681033, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5455505910795182, "total_loss": 0.0570034359947158}
{"data_time": 0.0041617529932409525, "eta_seconds": 47007.5393982518, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.38169868554095043, "fast_rcnn/fg_cls_accuracy": 0.6183013144590496, "iteration": 152759, "loss_box_reg": 0.00818839666317217, "loss_cls": 0.045513481949456036, "loss_rpn_cls": 0.0006052385783732461, "loss_rpn_loc": 0.0019053824762522709, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5324463685974479, "total_loss": 0.056406443843798115}
{"data_time": 0.004281917121261358, "eta_seconds": 47007.3852590546, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2480376766091052, "fast_rcnn/fg_cls_accuracy": 0.7519623233908949, "iteration": 152779, "loss_box_reg": 0.007840092177502811, "loss_cls": 0.0443488210439682, "loss_rpn_cls": 0.0009992943622023631, "loss_rpn_loc": 0.001919040138091077, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5386361759155989, "total_loss": 0.05417142087480897}
{"data_time": 0.003876699600368738, "eta_seconds": 46976.936674273806, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5055555555555555, "fast_rcnn/fg_cls_accuracy": 0.3925438596491228, "iteration": 152799, "loss_box_reg": 0.00851584755582735, "loss_cls": 0.04541166307171807, "loss_rpn_cls": 0.0007265144255370615, "loss_rpn_loc": 0.0020937925546604674, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5364334071055055, "total_loss": 0.05948561680077091}
{"data_time": 0.004679496167227626, "eta_seconds": 46985.82742997259, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3988666085440279, "fast_rcnn/fg_cls_accuracy": 0.6011333914559721, "iteration": 152819, "loss_box_reg": 0.007862796453991905, "loss_cls": 0.0442274019587785, "loss_rpn_cls": 0.0016640150500677464, "loss_rpn_loc": 0.001776833187250304, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424338032025844, "total_loss": 0.05451512386707691}
{"data_time": 0.004133560229092836, "eta_seconds": 46975.04851543158, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.533452807646356, "fast_rcnn/fg_cls_accuracy": 0.46654719235364395, "iteration": 152839, "loss_box_reg": 0.008019353786949068, "loss_cls": 0.04450697579886764, "loss_rpn_cls": 0.001461073699829285, "loss_rpn_loc": 0.002161613932912587, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5365610106382519, "total_loss": 0.057824762902328075}
{"data_time": 0.00373361399397254, "eta_seconds": 46953.657004195964, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.44222972972972974, "fast_rcnn/fg_cls_accuracy": 0.5577702702702703, "iteration": 152859, "loss_box_reg": 0.008242421434260905, "loss_cls": 0.043861683225259185, "loss_rpn_cls": 0.0010361905923446102, "loss_rpn_loc": 0.0019576057256927015, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5386900240555406, "total_loss": 0.05825717543052633}
{"data_time": 0.0035072241444140673, "eta_seconds": 46961.90055370075, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42878787878787883, "fast_rcnn/fg_cls_accuracy": 0.5712121212121213, "iteration": 152879, "loss_box_reg": 0.007866499712690711, "loss_cls": 0.043004367587855086, "loss_rpn_cls": 0.0009883762024855969, "loss_rpn_loc": 0.0022836011630715802, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5523541825823486, "total_loss": 0.05392558659173119}
{"data_time": 0.00424830405972898, "eta_seconds": 46960.795841436135, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 152899, "loss_box_reg": 0.008224691002396867, "loss_cls": 0.0430945418193005, "loss_rpn_cls": 0.0009405306444705275, "loss_rpn_loc": 0.002499180205632001, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.55111243436113, "total_loss": 0.056493367375082926}
{"data_time": 0.00404020375572145, "eta_seconds": 46975.68923366326, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3446447507953341, "fast_rcnn/fg_cls_accuracy": 0.6553552492046659, "iteration": 152919, "loss_box_reg": 0.008280903362901881, "loss_cls": 0.043267838773317635, "loss_rpn_cls": 0.0007347457071773533, "loss_rpn_loc": 0.002113656739311409, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5501404185779393, "total_loss": 0.05579350527108318}
{"data_time": 0.003961151000112295, "eta_seconds": 46983.98524011928, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.393879173290938, "fast_rcnn/fg_cls_accuracy": 0.6061208267090621, "iteration": 152939, "loss_box_reg": 0.007245045140734874, "loss_cls": 0.04058307141531259, "loss_rpn_cls": 0.0012949695518500448, "loss_rpn_loc": 0.0016600331455265405, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5418696808628738, "total_loss": 0.05317006871734975}
{"data_time": 0.0041963704861700535, "eta_seconds": 46954.111305420054, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.19337606837606838, "fast_rcnn/fg_cls_accuracy": 0.8066239316239316, "iteration": 152959, "loss_box_reg": 0.007973441068315879, "loss_cls": 0.04278401919873431, "loss_rpn_cls": 0.0009392361166646879, "loss_rpn_loc": 0.0019459866489341948, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5346951165702194, "total_loss": 0.054221756438892044}
{"data_time": 0.004107661545276642, "eta_seconds": 46908.30990980985, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4276261373035567, "fast_rcnn/fg_cls_accuracy": 0.5723738626964434, "iteration": 152979, "loss_box_reg": 0.0076009471085853875, "loss_cls": 0.04302946093957871, "loss_rpn_cls": 0.0011424297615860723, "loss_rpn_loc": 0.0024078490414467524, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5273507994133979, "total_loss": 0.0545086975604363}
{"data_time": 0.0039324399549514055, "eta_seconds": 46883.352887005545, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38888888888888884, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 152999, "loss_box_reg": 0.008053532568737864, "loss_cls": 0.048211705463472754, "loss_rpn_cls": 0.0007200403138085676, "loss_rpn_loc": 0.0023926500198285794, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5365872078109533, "total_loss": 0.0594404468704397}
{"data_time": 0.004301074659451842, "eta_seconds": 46872.5752286138, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24613003095975233, "fast_rcnn/fg_cls_accuracy": 0.7244582043343653, "iteration": 153019, "loss_box_reg": 0.008218047762056813, "loss_cls": 0.043995962594635785, "loss_rpn_cls": 0.0007717941373357462, "loss_rpn_loc": 0.0020201429160806583, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5470172138884664, "total_loss": 0.056284633756376934}
{"data_time": 0.0040965036023408175, "eta_seconds": 46843.67589366948, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3027777777777778, "fast_rcnn/fg_cls_accuracy": 0.6972222222222222, "iteration": 153039, "loss_box_reg": 0.0077446912619052455, "loss_cls": 0.04225560883060098, "loss_rpn_cls": 0.0009273391362967232, "loss_rpn_loc": 0.00224636945858947, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5363577385433018, "total_loss": 0.05284746180836919}
{"data_time": 0.004220434930175543, "eta_seconds": 46829.99822765705, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.16821808510638298, "fast_rcnn/fg_cls_accuracy": 0.7439903846153846, "iteration": 153059, "loss_box_reg": 0.007753248268272728, "loss_cls": 0.042470350628718734, "loss_rpn_cls": 0.0005538207931294892, "loss_rpn_loc": 0.0021365135016822023, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5317823924124241, "total_loss": 0.05490467058179149}
{"data_time": 0.0038799792528152466, "eta_seconds": 46822.12891242793, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.322829131652661, "fast_rcnn/fg_cls_accuracy": 0.677170868347339, "iteration": 153079, "loss_box_reg": 0.007259751670062542, "loss_cls": 0.042694241157732904, "loss_rpn_cls": 0.0005262091456614826, "loss_rpn_loc": 0.0025439771270612255, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5437213510740548, "total_loss": 0.05459064573028627}
{"data_time": 0.004614656791090965, "eta_seconds": 46808.45258257468, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.41165413533834583, "fast_rcnn/fg_cls_accuracy": 0.5883458646616542, "iteration": 153099, "loss_box_reg": 0.007635896181454882, "loss_cls": 0.04407656891271472, "loss_rpn_cls": 0.0010057051415515161, "loss_rpn_loc": 0.002956459427878144, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5288103914353997, "total_loss": 0.05463981964305731}
{"data_time": 0.004846035502851009, "eta_seconds": 46795.24353351211, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.47987117552334946, "fast_rcnn/fg_cls_accuracy": 0.5201288244766505, "iteration": 153119, "loss_box_reg": 0.0077172105957288295, "loss_cls": 0.0451919058104977, "loss_rpn_cls": 0.0008115017662930768, "loss_rpn_loc": 0.0018064260148094036, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5373644579667598, "total_loss": 0.055853463563948935}
{"data_time": 0.0040864788461476564, "eta_seconds": 46794.31792590581, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4128787878787879, "fast_rcnn/fg_cls_accuracy": 0.5185185185185185, "iteration": 153139, "loss_box_reg": 0.007678049267269671, "loss_cls": 0.04540216870373115, "loss_rpn_cls": 0.0010572473778722724, "loss_rpn_loc": 0.0022514531228807755, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442738083656877, "total_loss": 0.05667254076507788}
{"data_time": 0.004027038346976042, "eta_seconds": 46783.54339696281, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41149825783972127, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 153159, "loss_box_reg": 0.00798207923071459, "loss_cls": 0.04567821091040969, "loss_rpn_cls": 0.0009296018869235922, "loss_rpn_loc": 0.002153019298930303, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5356270575430244, "total_loss": 0.058188784726610265}
{"data_time": 0.004042522050440311, "eta_seconds": 46781.23334321729, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.187984496124031, "fast_rcnn/fg_cls_accuracy": 0.812015503875969, "iteration": 153179, "loss_box_reg": 0.007609140244312584, "loss_cls": 0.0437799982028082, "loss_rpn_cls": 0.0007438250515292566, "loss_rpn_loc": 0.0025398681664228207, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425315157044679, "total_loss": 0.05420341894273406}
{"data_time": 0.0037123234942555428, "eta_seconds": 46765.04474547878, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34408602150537637, "fast_rcnn/fg_cls_accuracy": 0.6174524400330852, "iteration": 153199, "loss_box_reg": 0.007841154438210651, "loss_cls": 0.04504463355988264, "loss_rpn_cls": 0.0009866221614629467, "loss_rpn_loc": 0.0016847497136041056, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5356040282640606, "total_loss": 0.056807331392747074}
{"data_time": 0.003952648025006056, "eta_seconds": 46751.2198101338, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34962406015037595, "fast_rcnn/fg_cls_accuracy": 0.597165991902834, "iteration": 153219, "loss_box_reg": 0.007388422614894807, "loss_cls": 0.04414019826799631, "loss_rpn_cls": 0.0010203529253658417, "loss_rpn_loc": 0.001907096906506922, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5354844005778432, "total_loss": 0.05375176481948074}
{"data_time": 0.004148027626797557, "eta_seconds": 46722.0499506779, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3596273291925466, "fast_rcnn/fg_cls_accuracy": 0.6403726708074534, "iteration": 153239, "loss_box_reg": 0.008453371236100793, "loss_cls": 0.04253098266781308, "loss_rpn_cls": 0.001329035915588861, "loss_rpn_loc": 0.0020756536850967677, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5363574707880616, "total_loss": 0.05642925669985743}
{"data_time": 0.004294967511668801, "eta_seconds": 46711.27966219559, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4267676767676768, "fast_rcnn/fg_cls_accuracy": 0.5732323232323233, "iteration": 153259, "loss_box_reg": 0.007767046918161213, "loss_cls": 0.04298539261799306, "loss_rpn_cls": 0.0009369554550175963, "loss_rpn_loc": 0.002286042847117642, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5424904003739357, "total_loss": 0.055189918138466965}
{"data_time": 0.011386440601199865, "eta_seconds": 46732.01740233111, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.29851537645811244, "fast_rcnn/fg_cls_accuracy": 0.5858395989974938, "iteration": 153279, "loss_box_reg": 0.008093598036793992, "loss_cls": 0.045503561646910384, "loss_rpn_cls": 0.0006690920367873332, "loss_rpn_loc": 0.0022829633016954176, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5793987980578095, "total_loss": 0.05796676807926815}
{"data_time": 0.01962177106179297, "eta_seconds": 46784.71632299316, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.49810606060606055, "fast_rcnn/fg_cls_accuracy": 0.5018939393939393, "iteration": 153299, "loss_box_reg": 0.0076576586870942265, "loss_cls": 0.04499788617249578, "loss_rpn_cls": 0.0010733991572351442, "loss_rpn_loc": 0.002387887885561213, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.6062682007905096, "total_loss": 0.0579495727382664}
{"data_time": 0.004874092061072588, "eta_seconds": 46802.936991619645, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.299901185770751, "fast_rcnn/fg_cls_accuracy": 0.700098814229249, "iteration": 153319, "loss_box_reg": 0.007554362033260986, "loss_cls": 0.04380175186088309, "loss_rpn_cls": 0.0006765670907498134, "loss_rpn_loc": 0.0016876895570021588, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.554627877427265, "total_loss": 0.055428638961927845}
{"data_time": 0.003933456959202886, "eta_seconds": 46784.22119904519, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41692789968652033, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 153339, "loss_box_reg": 0.008552743180189282, "loss_cls": 0.04502565346774645, "loss_rpn_cls": 0.0008731385537430469, "loss_rpn_loc": 0.0021848248106834944, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5374060575850308, "total_loss": 0.0564267578390627}
{"data_time": 0.003966470481827855, "eta_seconds": 46761.70241546817, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22401433691756273, "fast_rcnn/fg_cls_accuracy": 0.7759856630824373, "iteration": 153359, "loss_box_reg": 0.0076707830594386905, "loss_cls": 0.04357906454242766, "loss_rpn_cls": 0.00048509658574857895, "loss_rpn_loc": 0.002209391604992561, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351771654095501, "total_loss": 0.05460446404237018}
{"data_time": 0.003614403074607253, "eta_seconds": 46732.4688565128, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22011494252873565, "fast_rcnn/fg_cls_accuracy": 0.7798850574712644, "iteration": 153379, "loss_box_reg": 0.0074938859906978905, "loss_cls": 0.041854833834804595, "loss_rpn_cls": 0.0006579814984206678, "loss_rpn_loc": 0.003103619854300632, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5343818904366344, "total_loss": 0.054256560840713064}
{"data_time": 0.004202419891953468, "eta_seconds": 46721.678755069384, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4980392156862745, "fast_rcnn/fg_cls_accuracy": 0.46785225718194257, "iteration": 153399, "loss_box_reg": 0.00819507078267634, "loss_cls": 0.043711732840165496, "loss_rpn_cls": 0.001043615073399451, "loss_rpn_loc": 0.0023056836471369024, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390692593064159, "total_loss": 0.05596633585719246}
{"data_time": 0.004224339500069618, "eta_seconds": 46715.499595672125, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22606060606060607, "fast_rcnn/fg_cls_accuracy": 0.7739393939393939, "iteration": 153419, "loss_box_reg": 0.007828014844562858, "loss_cls": 0.04296703287400305, "loss_rpn_cls": 0.0008562001155496546, "loss_rpn_loc": 0.002002247705604532, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379135350231081, "total_loss": 0.05258614422359642}
{"data_time": 0.004342300817370415, "eta_seconds": 46710.043186878785, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3833333333333333, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 153439, "loss_box_reg": 0.007305715407710522, "loss_cls": 0.04314277460798621, "loss_rpn_cls": 0.0011682054159223298, "loss_rpn_loc": 0.0019610981344158063, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420775301754475, "total_loss": 0.054178585703880344}
{"data_time": 0.0036730754654854536, "eta_seconds": 46703.39612310799, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31634615384615383, "fast_rcnn/fg_cls_accuracy": 0.6152777777777778, "iteration": 153459, "loss_box_reg": 0.00753406246076338, "loss_cls": 0.04445383825805038, "loss_rpn_cls": 0.0006936318754924287, "loss_rpn_loc": 0.0025196587121172342, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53895986196585, "total_loss": 0.05627995328779889}
{"data_time": 0.0038482805248349905, "eta_seconds": 46688.45838855766, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28378378378378377, "fast_rcnn/fg_cls_accuracy": 0.7162162162162162, "iteration": 153479, "loss_box_reg": 0.007765185961034149, "loss_cls": 0.044765575090423226, "loss_rpn_cls": 0.0008321468523320164, "loss_rpn_loc": 0.001948965549672721, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5378573641646653, "total_loss": 0.05673152131032566}
{"data_time": 0.00399210094474256, "eta_seconds": 46672.33492943295, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 153499, "loss_box_reg": 0.009318816708400846, "loss_cls": 0.047110332641750574, "loss_rpn_cls": 0.00085335099652184, "loss_rpn_loc": 0.0019541959936759667, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5352861809078604, "total_loss": 0.05935822433730209}
{"data_time": 0.004396317293867469, "eta_seconds": 46656.93814640888, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5333333333333333, "iteration": 153519, "loss_box_reg": 0.0076550275553017855, "loss_cls": 0.04468663316220045, "loss_rpn_cls": 0.0010683211409627802, "loss_rpn_loc": 0.0025790813051571604, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440384643152356, "total_loss": 0.05559678011934466}
{"data_time": 0.0044659164268523455, "eta_seconds": 46646.14804496546, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.38928571428571423, "fast_rcnn/fg_cls_accuracy": 0.6107142857142858, "iteration": 153539, "loss_box_reg": 0.008348397444933653, "loss_cls": 0.042538099631201476, "loss_rpn_cls": 0.0009261974279297647, "loss_rpn_loc": 0.0018140720567316748, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5376709708943963, "total_loss": 0.05511632181958248}
{"data_time": 0.003497674595564604, "eta_seconds": 46592.68339752313, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32593984962406014, "fast_rcnn/fg_cls_accuracy": 0.6710526315789473, "iteration": 153559, "loss_box_reg": 0.008002858405234292, "loss_cls": 0.041810813592746854, "loss_rpn_cls": 0.0009947011770918834, "loss_rpn_loc": 0.0015738979527668562, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5355207694228739, "total_loss": 0.05314973369524978}
{"data_time": 0.00432006805203855, "eta_seconds": 46583.811991784954, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2827417380660955, "fast_rcnn/fg_cls_accuracy": 0.7172582619339045, "iteration": 153579, "loss_box_reg": 0.007859649282181635, "loss_cls": 0.043326717510353774, "loss_rpn_cls": 0.0006039637189587665, "loss_rpn_loc": 0.00246925795727293, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5456646194215864, "total_loss": 0.05491488028471281}
{"data_time": 0.004275501240044832, "eta_seconds": 46592.93669514335, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3405797101449275, "fast_rcnn/fg_cls_accuracy": 0.6594202898550725, "iteration": 153599, "loss_box_reg": 0.008057458268012851, "loss_cls": 0.044667396461591125, "loss_rpn_cls": 0.0010128264472086812, "loss_rpn_loc": 0.002039026066995575, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405409396626055, "total_loss": 0.05714741164183579}
{"data_time": 0.0037769402842968702, "eta_seconds": 46571.45839445037, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.43961352657004826, "fast_rcnn/fg_cls_accuracy": 0.5603864734299517, "iteration": 153619, "loss_box_reg": 0.007940634182887152, "loss_cls": 0.04585364321246743, "loss_rpn_cls": 0.0004793624186731904, "loss_rpn_loc": 0.002111639052600367, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5303576486185193, "total_loss": 0.06070850766730018}
{"data_time": 0.0036229935940355062, "eta_seconds": 46571.36614077701, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4563543003851091, "fast_rcnn/fg_cls_accuracy": 0.5436456996148908, "iteration": 153639, "loss_box_reg": 0.00781957688741386, "loss_cls": 0.04304225667146966, "loss_rpn_cls": 0.0007430910178527483, "loss_rpn_loc": 0.0020566934399539605, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438580503687263, "total_loss": 0.05393804036089023}
{"data_time": 0.003549939952790737, "eta_seconds": 46540.68931373977, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40454545454545454, "fast_rcnn/fg_cls_accuracy": 0.5775058275058276, "iteration": 153659, "loss_box_reg": 0.007900905387941748, "loss_cls": 0.03922171064186841, "loss_rpn_cls": 0.0006043584443204963, "loss_rpn_loc": 0.002301388460182352, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5319419286679476, "total_loss": 0.04926249448396902}
{"data_time": 0.003903171978890896, "eta_seconds": 46528.00203095283, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.39285714285714285, "fast_rcnn/fg_cls_accuracy": 0.6071428571428572, "iteration": 153679, "loss_box_reg": 0.007796090067131445, "loss_cls": 0.043605042970739305, "loss_rpn_cls": 0.0009124784569394251, "loss_rpn_loc": 0.002075239117402816, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330791529268026, "total_loss": 0.0552628341874879}
{"data_time": 0.004009181400761008, "eta_seconds": 46517.22180319112, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.47566718995290425, "fast_rcnn/fg_cls_accuracy": 0.5243328100470958, "iteration": 153699, "loss_box_reg": 0.008614964812295511, "loss_cls": 0.044477451127022505, "loss_rpn_cls": 0.0007037996224994458, "loss_rpn_loc": 0.0023018572810542537, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5345497808884829, "total_loss": 0.05698817907375542}
{"data_time": 0.0038923900574445724, "eta_seconds": 46532.70332124154, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3073234524847428, "fast_rcnn/fg_cls_accuracy": 0.6926765475152572, "iteration": 153719, "loss_box_reg": 0.007760064967442304, "loss_cls": 0.0434693704592064, "loss_rpn_cls": 0.0010866735625540969, "loss_rpn_loc": 0.0024815139222482685, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5434798384085298, "total_loss": 0.055676979674217364}
{"data_time": 0.004503550939261913, "eta_seconds": 46490.14469880797, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3823170731707317, "fast_rcnn/fg_cls_accuracy": 0.6176829268292683, "iteration": 153739, "loss_box_reg": 0.00764915527543053, "loss_cls": 0.04436117352452129, "loss_rpn_cls": 0.00048160587601842053, "loss_rpn_loc": 0.001619595663214568, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5375875413883477, "total_loss": 0.05415548034125095}
{"data_time": 0.004005436319857836, "eta_seconds": 46506.96322080097, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.34814814814814815, "fast_rcnn/fg_cls_accuracy": 0.6518518518518519, "iteration": 153759, "loss_box_reg": 0.007506641632062383, "loss_cls": 0.04205598862608895, "loss_rpn_cls": 0.0006525427525048144, "loss_rpn_loc": 0.0019516493193805218, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5422881338745356, "total_loss": 0.05397420979403478}
{"data_time": 0.0047892669681459665, "eta_seconds": 46484.08188701421, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.39652014652014655, "fast_rcnn/fg_cls_accuracy": 0.6034798534798536, "iteration": 153779, "loss_box_reg": 0.008407863322645426, "loss_cls": 0.0436596303479746, "loss_rpn_cls": 0.0007797866448981949, "loss_rpn_loc": 0.0023965254295035265, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5318313450552523, "total_loss": 0.056232290881041536}
{"data_time": 0.0040795509703457355, "eta_seconds": 46482.796498636715, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2976190476190476, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 153799, "loss_box_reg": 0.007738067273749039, "loss_cls": 0.04337222070898861, "loss_rpn_cls": 0.0010119668461356923, "loss_rpn_loc": 0.0022076763834775193, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392230020370334, "total_loss": 0.055224915867142954}
{"data_time": 0.0039660262409597635, "eta_seconds": 46456.76265554619, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4073926868044515, "fast_rcnn/fg_cls_accuracy": 0.5540540540540541, "iteration": 153819, "loss_box_reg": 0.00791683973511681, "loss_cls": 0.04318360041361302, "loss_rpn_cls": 0.0007224521486932645, "loss_rpn_loc": 0.002508230061721406, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5361788251902908, "total_loss": 0.0560991946737488}
{"data_time": 0.004431300330907106, "eta_seconds": 46455.16573882778, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4288145207033466, "fast_rcnn/fg_cls_accuracy": 0.5711854792966535, "iteration": 153839, "loss_box_reg": 0.00774213916156441, "loss_cls": 0.042600288055837154, "loss_rpn_cls": 0.0007670112180448996, "loss_rpn_loc": 0.0018488877467461862, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390954948961735, "total_loss": 0.0535848316820875}
{"data_time": 0.004488971782848239, "eta_seconds": 46444.38239932642, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4230263157894737, "fast_rcnn/fg_cls_accuracy": 0.5769736842105263, "iteration": 153859, "loss_box_reg": 0.0074063013307750225, "loss_cls": 0.04246786062140018, "loss_rpn_cls": 0.0004650685951332889, "loss_rpn_loc": 0.002152022776499507, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5356899870093912, "total_loss": 0.053441826404537096}
{"data_time": 0.004021273925900459, "eta_seconds": 46433.599059825065, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.21904761904761905, "fast_rcnn/fg_cls_accuracy": 0.7458172458172458, "iteration": 153879, "loss_box_reg": 0.008009384531760588, "loss_cls": 0.04533231246750802, "loss_rpn_cls": 0.0006687549807793403, "loss_rpn_loc": 0.002031539821473416, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5452866554260254, "total_loss": 0.0559637101981707}
{"data_time": 0.0043018474243581295, "eta_seconds": 46428.872766315006, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38356881214024074, "fast_rcnn/fg_cls_accuracy": 0.5625850340136054, "iteration": 153899, "loss_box_reg": 0.008180046424968168, "loss_cls": 0.04257006972329691, "loss_rpn_cls": 0.0006532679294934951, "loss_rpn_loc": 0.0021214206972217653, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426208858843893, "total_loss": 0.05525503643631424}
{"data_time": 0.0039589740335941315, "eta_seconds": 46412.03238082235, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42145270270270274, "fast_rcnn/fg_cls_accuracy": 0.5785472972972974, "iteration": 153919, "loss_box_reg": 0.007469975127605721, "loss_cls": 0.043482240464072675, "loss_rpn_cls": 0.0006770247725853551, "loss_rpn_loc": 0.002032741944276495, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5381524611730129, "total_loss": 0.05461958645497589}
{"data_time": 0.0039028397295624018, "eta_seconds": 46392.07540988107, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4457885304659498, "fast_rcnn/fg_cls_accuracy": 0.5542114695340502, "iteration": 153939, "loss_box_reg": 0.007928549108328298, "loss_cls": 0.04555949615314603, "loss_rpn_cls": 0.0014195261367149214, "loss_rpn_loc": 0.002444412695695064, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381309655494988, "total_loss": 0.056099038097556786}
{"data_time": 0.003731577889993787, "eta_seconds": 46401.52274564537, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4301948051948052, "fast_rcnn/fg_cls_accuracy": 0.5681818181818182, "iteration": 153959, "loss_box_reg": 0.008286887547001243, "loss_cls": 0.04454830929171294, "loss_rpn_cls": 0.001077711116977298, "loss_rpn_loc": 0.0019904127511836123, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5426216330379248, "total_loss": 0.05823155453072104}
{"data_time": 0.003840785473585129, "eta_seconds": 46394.71011512214, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43050193050193053, "fast_rcnn/fg_cls_accuracy": 0.555984555984556, "iteration": 153979, "loss_box_reg": 0.007656025525648147, "loss_cls": 0.04490292177069932, "loss_rpn_cls": 0.000524236041627546, "loss_rpn_loc": 0.0017116334820457269, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5404194435104728, "total_loss": 0.05555911414057846}
{"data_time": 0.003612564643844962, "eta_seconds": 46400.44659237354, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 153999, "loss_box_reg": 0.007712404534686357, "loss_cls": 0.043150564772076905, "loss_rpn_cls": 0.0008231917834109481, "loss_rpn_loc": 0.002304713874764275, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376509644556791, "total_loss": 0.05471109038603572}
{"data_time": 0.004101975122466683, "eta_seconds": 46380.95453281957, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3464285714285714, "fast_rcnn/fg_cls_accuracy": 0.6535714285714285, "iteration": 154019, "loss_box_reg": 0.007087410456733778, "loss_cls": 0.04242148785851896, "loss_rpn_cls": 0.000632279319574991, "loss_rpn_loc": 0.002398103910309146, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5488553841132671, "total_loss": 0.052810294526693724}
{"data_time": 0.0042629370000213385, "eta_seconds": 46378.865240253275, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29401993355481726, "fast_rcnn/fg_cls_accuracy": 0.5972222222222223, "iteration": 154039, "loss_box_reg": 0.008452967304037884, "loss_cls": 0.044625055976212025, "loss_rpn_cls": 0.0006265724523473182, "loss_rpn_loc": 0.002016295649809763, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.529822556534782, "total_loss": 0.05854777257485466}
{"data_time": 0.00469201453961432, "eta_seconds": 46359.37722874875, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3153153153153153, "fast_rcnn/fg_cls_accuracy": 0.6846846846846847, "iteration": 154059, "loss_box_reg": 0.008451132365735248, "loss_cls": 0.04109457787126303, "loss_rpn_cls": 0.000620427248861688, "loss_rpn_loc": 0.0017242963967873948, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5332835491281003, "total_loss": 0.052580430119860466}
{"data_time": 0.003590482985600829, "eta_seconds": 46340.77594775008, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.39522058823529416, "fast_rcnn/fg_cls_accuracy": 0.5539772727272727, "iteration": 154079, "loss_box_reg": 0.008376974728889763, "loss_cls": 0.04345571296289563, "loss_rpn_cls": 0.001213521505405879, "loss_rpn_loc": 0.002258073443954345, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5334284000564367, "total_loss": 0.05573339089607998}
{"data_time": 0.003956333501264453, "eta_seconds": 46331.48326304648, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48863636363636365, "fast_rcnn/fg_cls_accuracy": 0.4880952380952381, "iteration": 154099, "loss_box_reg": 0.007515545788919553, "loss_cls": 0.04544072729186155, "loss_rpn_cls": 0.001046252845071649, "loss_rpn_loc": 0.001988266441912856, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5360094681382179, "total_loss": 0.05634636874816579}
{"data_time": 0.004366719862446189, "eta_seconds": 46327.01127264253, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.32666666666666666, "fast_rcnn/fg_cls_accuracy": 0.6733333333333333, "iteration": 154119, "loss_box_reg": 0.007592307752929628, "loss_cls": 0.04161531262798235, "loss_rpn_cls": 0.0007815460885467473, "loss_rpn_loc": 0.002192483258113498, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398689422290772, "total_loss": 0.05191944807438631}
{"data_time": 0.0037957830354571342, "eta_seconds": 46308.41544732684, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.37222222222222223, "fast_rcnn/fg_cls_accuracy": 0.6277777777777778, "iteration": 154139, "loss_box_reg": 0.008226611855207011, "loss_cls": 0.0438238347414881, "loss_rpn_cls": 0.0009818637884109194, "loss_rpn_loc": 0.0024203382490668446, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348841450177133, "total_loss": 0.056266543925971746}
{"data_time": 0.003802711144089699, "eta_seconds": 46301.221571727656, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34265215239980207, "fast_rcnn/fg_cls_accuracy": 0.6573478476001979, "iteration": 154159, "loss_box_reg": 0.007598791882628575, "loss_cls": 0.042781070340424776, "loss_rpn_cls": 0.0008044838401701782, "loss_rpn_loc": 0.0020920193164783996, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5357537758536637, "total_loss": 0.055131130894949365}
{"data_time": 0.0038129338063299656, "eta_seconds": 46284.09470817796, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36789554531490015, "fast_rcnn/fg_cls_accuracy": 0.6321044546850998, "iteration": 154179, "loss_box_reg": 0.008317423867993057, "loss_cls": 0.046571251994464546, "loss_rpn_cls": 0.0012513009664871788, "loss_rpn_loc": 0.0018265401522512548, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537050151033327, "total_loss": 0.05763809655968544}
{"data_time": 0.003797173500061035, "eta_seconds": 46272.305904092034, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4797297297297297, "fast_rcnn/fg_cls_accuracy": 0.5202702702702703, "iteration": 154199, "loss_box_reg": 0.0074568519776221365, "loss_cls": 0.043210751842707396, "loss_rpn_cls": 0.0007353549273148019, "loss_rpn_loc": 0.0020620079194486607, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5281210800167173, "total_loss": 0.05371266461348512}
{"data_time": 0.0036141027230769396, "eta_seconds": 46262.5223216021, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3239268680445151, "fast_rcnn/fg_cls_accuracy": 0.6664092664092665, "iteration": 154219, "loss_box_reg": 0.007789986731950194, "loss_cls": 0.04213521583005786, "loss_rpn_cls": 0.0010962395615479181, "loss_rpn_loc": 0.0021290095064614434, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5371559676714242, "total_loss": 0.05467016025590965}
{"data_time": 0.004657489014789462, "eta_seconds": 46258.07088935282, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37971014492753624, "fast_rcnn/fg_cls_accuracy": 0.6202898550724638, "iteration": 154239, "loss_box_reg": 0.008123026200337335, "loss_cls": 0.043781605490949005, "loss_rpn_cls": 0.0008300261277440768, "loss_rpn_loc": 0.0025628210314607713, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426536735612899, "total_loss": 0.05573774834101641}
{"data_time": 0.003740806132555008, "eta_seconds": 46243.69444648037, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3423295454545454, "fast_rcnn/fg_cls_accuracy": 0.6576704545454546, "iteration": 154259, "loss_box_reg": 0.007671729646972381, "loss_cls": 0.04487418825738132, "loss_rpn_cls": 0.0009617210054102543, "loss_rpn_loc": 0.0019004775367648108, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5318192257545888, "total_loss": 0.055368317892316554}
{"data_time": 0.003897335147485137, "eta_seconds": 46208.323700804496, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32893450635386123, "fast_rcnn/fg_cls_accuracy": 0.6710654936461389, "iteration": 154279, "loss_box_reg": 0.0077116503671277314, "loss_cls": 0.04241552762687206, "loss_rpn_cls": 0.0011489133652275996, "loss_rpn_loc": 0.0021573732628894504, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367645900696516, "total_loss": 0.05555252291628676}
{"data_time": 0.0037928225938230753, "eta_seconds": 46124.77890702244, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.36363636363636365, "fast_rcnn/fg_cls_accuracy": 0.6363636363636364, "iteration": 154299, "loss_box_reg": 0.007837113051209599, "loss_cls": 0.04186840623151511, "loss_rpn_cls": 0.0006262511653858382, "loss_rpn_loc": 0.002051760133326752, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5311316822189838, "total_loss": 0.054514379519787326}
{"data_time": 0.0041124895215034485, "eta_seconds": 46084.148540090304, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.274294670846395, "fast_rcnn/fg_cls_accuracy": 0.7257053291536051, "iteration": 154319, "loss_box_reg": 0.007587414176668972, "loss_cls": 0.0441509842639789, "loss_rpn_cls": 0.0009560519865772221, "loss_rpn_loc": 0.0017927581320691388, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5425658039748669, "total_loss": 0.05535664084413838}
{"data_time": 0.00417122314684093, "eta_seconds": 46073.391394739505, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.36274509803921573, "fast_rcnn/fg_cls_accuracy": 0.5963341858482523, "iteration": 154339, "loss_box_reg": 0.007496139471186325, "loss_cls": 0.043461985245812684, "loss_rpn_cls": 0.000997637528598716, "loss_rpn_loc": 0.0021944250584056135, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5376211910042912, "total_loss": 0.056800219253688056}
{"data_time": 0.003700045868754387, "eta_seconds": 46062.634249388706, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 154359, "loss_box_reg": 0.00761798198800534, "loss_cls": 0.044832580257207155, "loss_rpn_cls": 0.0012750901239542145, "loss_rpn_loc": 0.0024511593401257414, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367806130088866, "total_loss": 0.05650956416070585}
{"data_time": 0.004238024586811662, "eta_seconds": 46078.526549166534, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.36363636363636365, "fast_rcnn/fg_cls_accuracy": 0.6363636363636364, "iteration": 154379, "loss_box_reg": 0.007877560768974945, "loss_cls": 0.04547364288009703, "loss_rpn_cls": 0.0010822763907185617, "loss_rpn_loc": 0.0021235018502920866, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437913173809648, "total_loss": 0.056330529675506114}
{"data_time": 0.004039781168103218, "eta_seconds": 46030.66422016476, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38725490196078427, "fast_rcnn/fg_cls_accuracy": 0.6127450980392157, "iteration": 154399, "loss_box_reg": 0.009053109504748136, "loss_cls": 0.046784309670329094, "loss_rpn_cls": 0.0013207087018827224, "loss_rpn_loc": 0.00239642932319839, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.527180902659893, "total_loss": 0.06004328138726578}
{"data_time": 0.004260769579559565, "eta_seconds": 46030.36281333631, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30760368663594473, "fast_rcnn/fg_cls_accuracy": 0.6440092165898618, "iteration": 154419, "loss_box_reg": 0.008124861255055293, "loss_cls": 0.0434604074107483, "loss_rpn_cls": 0.0011558831381535128, "loss_rpn_loc": 0.0026461541456228588, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395498706493527, "total_loss": 0.05740088101447327}
{"data_time": 0.003875011345371604, "eta_seconds": 46016.10377601045, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3895297249334516, "fast_rcnn/fg_cls_accuracy": 0.6104702750665484, "iteration": 154439, "loss_box_reg": 0.00789933605119586, "loss_cls": 0.04367571242619306, "loss_rpn_cls": 0.0007287243024620693, "loss_rpn_loc": 0.0022169837793626357, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5375855080783367, "total_loss": 0.054716037794264594}
{"data_time": 0.004228544887155294, "eta_seconds": 45998.400112815434, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2926724137931035, "fast_rcnn/fg_cls_accuracy": 0.7073275862068966, "iteration": 154459, "loss_box_reg": 0.007655454915948212, "loss_cls": 0.042333514196798205, "loss_rpn_cls": 0.0007472979407339153, "loss_rpn_loc": 0.0021869638803764246, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5354617550037801, "total_loss": 0.053495931869520064}
{"data_time": 0.004511886043474078, "eta_seconds": 45994.59112245287, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 154479, "loss_box_reg": 0.008243917662184685, "loss_cls": 0.046981911291368306, "loss_rpn_cls": 0.0004932448160843705, "loss_rpn_loc": 0.0020102530888834735, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5393570275045931, "total_loss": 0.05883730983663327}
{"data_time": 0.004564204951748252, "eta_seconds": 45976.89070791588, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4589783281733746, "fast_rcnn/fg_cls_accuracy": 0.5410216718266254, "iteration": 154499, "loss_box_reg": 0.008321948029333726, "loss_cls": 0.044160054123494774, "loss_rpn_cls": 0.0007615026859184582, "loss_rpn_loc": 0.001866113718278939, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5349271369632334, "total_loss": 0.05603010483309845}
{"data_time": 0.004393753595650196, "eta_seconds": 45941.83585096407, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.33259176863181317, "fast_rcnn/fg_cls_accuracy": 0.6368663594470045, "iteration": 154519, "loss_box_reg": 0.008632531331386417, "loss_cls": 0.043195995211135596, "loss_rpn_cls": 0.0013871175536905866, "loss_rpn_loc": 0.0022849027627671603, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5347443767823279, "total_loss": 0.05870043155186977}
{"data_time": 0.004069086164236069, "eta_seconds": 45920.74426306179, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5450928381962865, "fast_rcnn/fg_cls_accuracy": 0.4475421863536317, "iteration": 154539, "loss_box_reg": 0.008363985863979906, "loss_cls": 0.04588661377783865, "loss_rpn_cls": 0.0008289612187013518, "loss_rpn_loc": 0.0022807797849964118, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5358468859922141, "total_loss": 0.05793449885186419}
{"data_time": 0.0036859880201518536, "eta_seconds": 45909.99766654102, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.39880952380952384, "fast_rcnn/fg_cls_accuracy": 0.6011904761904762, "iteration": 154559, "loss_box_reg": 0.00826609245268628, "loss_cls": 0.04376219480764121, "loss_rpn_cls": 0.0009233371519030698, "loss_rpn_loc": 0.0028853869589511305, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5329716945998371, "total_loss": 0.05746582894232688}
{"data_time": 0.0037744746077805758, "eta_seconds": 45899.251070020255, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.34033423667570006, "fast_rcnn/fg_cls_accuracy": 0.6596657633242999, "iteration": 154579, "loss_box_reg": 0.006627802533330396, "loss_cls": 0.042060833948198706, "loss_rpn_cls": 0.0009662326271495658, "loss_rpn_loc": 0.0019444069257588126, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5474207238294184, "total_loss": 0.05200635761525518}
{"data_time": 0.004039006074890494, "eta_seconds": 45898.83978320542, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4852941176470588, "fast_rcnn/fg_cls_accuracy": 0.4875, "iteration": 154599, "loss_box_reg": 0.008288491575513035, "loss_cls": 0.043277987628243864, "loss_rpn_cls": 0.0012522274055299931, "loss_rpn_loc": 0.0024456148530589417, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5435305456630886, "total_loss": 0.05510525067722938}
{"data_time": 0.0044263850431889296, "eta_seconds": 45900.99039295409, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5032432432432432, "fast_rcnn/fg_cls_accuracy": 0.49675675675675673, "iteration": 154619, "loss_box_reg": 0.00809274145285599, "loss_cls": 0.043035926879383624, "loss_rpn_cls": 0.0011500829552346659, "loss_rpn_loc": 0.0021662450199073646, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5368261714465916, "total_loss": 0.05444245472079956}
{"data_time": 0.003925189841538668, "eta_seconds": 45890.2383543523, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3527131782945736, "fast_rcnn/fg_cls_accuracy": 0.6472868217054264, "iteration": 154639, "loss_box_reg": 0.007715203624684364, "loss_cls": 0.0428818910731934, "loss_rpn_cls": 0.0013698308039238327, "loss_rpn_loc": 0.0021138809806870995, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5477073008660227, "total_loss": 0.0523818958438369}
{"data_time": 0.00403072708286345, "eta_seconds": 45935.204120428534, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.49834574028122414, "fast_rcnn/fg_cls_accuracy": 0.5016542597187759, "iteration": 154659, "loss_box_reg": 0.007256025535752997, "loss_cls": 0.04244852950796485, "loss_rpn_cls": 0.0007120769707853469, "loss_rpn_loc": 0.0021179019877308747, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5391036865767092, "total_loss": 0.053796408991843236}
{"data_time": 0.0046075035352259874, "eta_seconds": 45924.43902413943, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5218487394957982, "fast_rcnn/fg_cls_accuracy": 0.47815126050420165, "iteration": 154679, "loss_box_reg": 0.007292067166417837, "loss_cls": 0.04572751623345539, "loss_rpn_cls": 0.0008724193577904771, "loss_rpn_loc": 0.0020092460908927023, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5357797993347049, "total_loss": 0.05670879240005888}
{"data_time": 0.004312028409913182, "eta_seconds": 45930.87505016336, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43430232558139537, "fast_rcnn/fg_cls_accuracy": 0.5656976744186046, "iteration": 154699, "loss_box_reg": 0.008602187503129244, "loss_cls": 0.04650798434158787, "loss_rpn_cls": 0.0012604393802462255, "loss_rpn_loc": 0.0021695463510695845, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5418101418763399, "total_loss": 0.06224364255578507}
{"data_time": 0.004581298446282744, "eta_seconds": 45925.47806906258, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42180232558139535, "fast_rcnn/fg_cls_accuracy": 0.5781976744186046, "iteration": 154719, "loss_box_reg": 0.00806850689696148, "loss_cls": 0.04334086430026218, "loss_rpn_cls": 0.0008510141689157535, "loss_rpn_loc": 0.0015048666846269043, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.565561935538426, "total_loss": 0.054702008072467834}
{"data_time": 0.01734526758082211, "eta_seconds": 45953.06374940346, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 154739, "loss_box_reg": 0.00752836573519744, "loss_cls": 0.04164032428525388, "loss_rpn_cls": 0.0008527545457468477, "loss_rpn_loc": 0.0018764999167615315, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5654411623254418, "total_loss": 0.0528984974521336}
{"data_time": 0.005027842707931995, "eta_seconds": 45942.28436287283, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.14583333333333331, "fast_rcnn/fg_cls_accuracy": 0.8541666666666667, "iteration": 154759, "loss_box_reg": 0.007980059846886434, "loss_cls": 0.041793305426836014, "loss_rpn_cls": 0.0006371915077352241, "loss_rpn_loc": 0.001927821595018031, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5531174910720438, "total_loss": 0.0540091001834071}
{"data_time": 0.004155691480264068, "eta_seconds": 45954.65381518146, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.513986013986014, "fast_rcnn/fg_cls_accuracy": 0.48601398601398604, "iteration": 154779, "loss_box_reg": 0.007823951076716185, "loss_cls": 0.042837846296606585, "loss_rpn_cls": 0.0011110507506373324, "loss_rpn_loc": 0.0022488737413368654, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5431207935325801, "total_loss": 0.05496574123071696}
{"data_time": 0.004180983640253544, "eta_seconds": 45943.86899599014, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.39943074003795065, "fast_rcnn/fg_cls_accuracy": 0.5798319327731092, "iteration": 154799, "loss_box_reg": 0.007782276137731969, "loss_cls": 0.04253864090424031, "loss_rpn_cls": 0.0010507380407034361, "loss_rpn_loc": 0.0029530596584663726, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.539202222134918, "total_loss": 0.05733587216144542}
{"data_time": 0.004439804004505277, "eta_seconds": 45933.08417679882, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.20606060606060606, "fast_rcnn/fg_cls_accuracy": 0.7635046113306982, "iteration": 154819, "loss_box_reg": 0.00853695286787115, "loss_cls": 0.044470629014540464, "loss_rpn_cls": 0.000979054304480087, "loss_rpn_loc": 0.001651307358770282, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537532668793574, "total_loss": 0.05731249134214522}
{"data_time": 0.004631716990843415, "eta_seconds": 45922.299357607495, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38501742160278746, "fast_rcnn/fg_cls_accuracy": 0.5615763546798029, "iteration": 154839, "loss_box_reg": 0.008440697012702003, "loss_cls": 0.04606145492289215, "loss_rpn_cls": 0.0006502220501261036, "loss_rpn_loc": 0.00225265022709209, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394309021066874, "total_loss": 0.057393109322106284}
{"data_time": 0.004070366499945521, "eta_seconds": 45916.369237891166, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3035714285714286, "fast_rcnn/fg_cls_accuracy": 0.6584346504559271, "iteration": 154859, "loss_box_reg": 0.007904544239863753, "loss_cls": 0.04455862659960985, "loss_rpn_cls": 0.000929446249870125, "loss_rpn_loc": 0.0018792107603076147, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5397133221849799, "total_loss": 0.0566080270209568}
{"data_time": 0.003725336166098714, "eta_seconds": 45900.72971922485, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34629360465116277, "fast_rcnn/fg_cls_accuracy": 0.6537063953488372, "iteration": 154879, "loss_box_reg": 0.008489067782647908, "loss_cls": 0.04337785713141784, "loss_rpn_cls": 0.0009561714082337858, "loss_rpn_loc": 0.002318881732207956, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5403216315899044, "total_loss": 0.05575867238098908}
{"data_time": 0.003912761341780424, "eta_seconds": 45877.62927485816, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3544186046511628, "fast_rcnn/fg_cls_accuracy": 0.6455813953488372, "iteration": 154899, "loss_box_reg": 0.007935092668049037, "loss_cls": 0.04448057047557086, "loss_rpn_cls": 0.0008649933826063716, "loss_rpn_loc": 0.0027234490735281724, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5365671613253653, "total_loss": 0.05518716894960107}
{"data_time": 0.004160196054726839, "eta_seconds": 45853.77488663839, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 154919, "loss_box_reg": 0.007415898537146859, "loss_cls": 0.04227116605034098, "loss_rpn_cls": 0.0007501027551484185, "loss_rpn_loc": 0.0022946886492718477, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5329286374617368, "total_loss": 0.05331661998002346}
{"data_time": 0.004642441403120756, "eta_seconds": 45842.996034747455, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.43648373983739835, "fast_rcnn/fg_cls_accuracy": 0.5635162601626016, "iteration": 154939, "loss_box_reg": 0.00794016575673595, "loss_cls": 0.04399714095052332, "loss_rpn_cls": 0.000756312328576314, "loss_rpn_loc": 0.0020147352952335496, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.536972367670387, "total_loss": 0.05539117186268072}
{"data_time": 0.004058454884216189, "eta_seconds": 45826.183344312245, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.42160278745644597, "fast_rcnn/fg_cls_accuracy": 0.5607142857142857, "iteration": 154959, "loss_box_reg": 0.008086995396297425, "loss_cls": 0.04528736718930304, "loss_rpn_cls": 0.000979579338206804, "loss_rpn_loc": 0.0020930422651872505, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5302556250244379, "total_loss": 0.056166676129947746}
{"data_time": 0.003936890745535493, "eta_seconds": 45815.405911463546, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35714285714285715, "fast_rcnn/fg_cls_accuracy": 0.6322393822393823, "iteration": 154979, "loss_box_reg": 0.008505665377015248, "loss_cls": 0.04922139656264335, "loss_rpn_cls": 0.0006978013077514333, "loss_rpn_loc": 0.0019051800518354867, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.539592077024281, "total_loss": 0.061230953739141114}
{"data_time": 0.004373444244265556, "eta_seconds": 45774.89102340629, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21236559139784944, "fast_rcnn/fg_cls_accuracy": 0.7876344086021505, "iteration": 154999, "loss_box_reg": 0.0076943654275964946, "loss_cls": 0.04285244958009571, "loss_rpn_cls": 0.000566205907659878, "loss_rpn_loc": 0.0017691629018372623, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5314626297913492, "total_loss": 0.052605881643330576}
{"data_time": 0.00463148532435298, "eta_seconds": 45766.11056288425, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5400641025641025, "fast_rcnn/fg_cls_accuracy": 0.45993589743589747, "iteration": 155019, "loss_box_reg": 0.0075465074623934925, "loss_cls": 0.04556941404007375, "loss_rpn_cls": 0.0005910023485853344, "loss_rpn_loc": 0.0023350262599706184, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401568715460598, "total_loss": 0.05706199435809367}
{"data_time": 0.004303772933781147, "eta_seconds": 45783.07361291745, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2511111111111111, "fast_rcnn/fg_cls_accuracy": 0.7488888888888889, "iteration": 155039, "loss_box_reg": 0.008169766661012545, "loss_cls": 0.045480829081498086, "loss_rpn_cls": 0.0007861612064061774, "loss_rpn_loc": 0.0024744020047364756, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432941094040871, "total_loss": 0.05777523530611006}
{"data_time": 0.004273968515917659, "eta_seconds": 45773.3879422734, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.325, "fast_rcnn/fg_cls_accuracy": 0.6611111111111111, "iteration": 155059, "loss_box_reg": 0.007805823988746852, "loss_cls": 0.03994184435578063, "loss_rpn_cls": 0.0008822895163120847, "loss_rpn_loc": 0.002295636379130883, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5298343356698751, "total_loss": 0.05171622588682112}
{"data_time": 0.004232566570863128, "eta_seconds": 45762.610252361046, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.33954248366013073, "fast_rcnn/fg_cls_accuracy": 0.6604575163398694, "iteration": 155079, "loss_box_reg": 0.008155566087225452, "loss_cls": 0.04335165838710964, "loss_rpn_cls": 0.0005532734166990849, "loss_rpn_loc": 0.001850642134741065, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331457760185003, "total_loss": 0.05432037262733047}
{"data_time": 0.003614123910665512, "eta_seconds": 45751.83256244869, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32992202729044834, "fast_rcnn/fg_cls_accuracy": 0.6417378917378918, "iteration": 155099, "loss_box_reg": 0.007604289858136326, "loss_cls": 0.04359340519295074, "loss_rpn_cls": 0.000889499216157219, "loss_rpn_loc": 0.002417932251773891, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5401704339310527, "total_loss": 0.05502694775540817}
{"data_time": 0.003932385006919503, "eta_seconds": 45741.05487253633, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3065433854907539, "fast_rcnn/fg_cls_accuracy": 0.6934566145092461, "iteration": 155119, "loss_box_reg": 0.007659324211999774, "loss_cls": 0.04354569237329997, "loss_rpn_cls": 0.0007848674400747768, "loss_rpn_loc": 0.0019380505327717401, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5482119927182794, "total_loss": 0.05460764812119123}
{"data_time": 0.004659656202420592, "eta_seconds": 45742.732422260335, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.37254901960784315, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 155139, "loss_box_reg": 0.007822948900866322, "loss_cls": 0.04506610962562263, "loss_rpn_cls": 0.0009649685790691365, "loss_rpn_loc": 0.0026600822347973008, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5538260024040937, "total_loss": 0.05759037279091217}
{"data_time": 0.004055196652188897, "eta_seconds": 45731.95179690304, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2952776336274001, "fast_rcnn/fg_cls_accuracy": 0.7047223663725999, "iteration": 155159, "loss_box_reg": 0.007698678702581674, "loss_cls": 0.044689470261801034, "loss_rpn_cls": 0.0007178020807714347, "loss_rpn_loc": 0.0022232154951780103, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5378958722576499, "total_loss": 0.05755430582325971}
{"data_time": 0.004605919122695923, "eta_seconds": 45717.6869866678, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.49121315192743764, "fast_rcnn/fg_cls_accuracy": 0.5087868480725624, "iteration": 155179, "loss_box_reg": 0.007915426103863865, "loss_cls": 0.04406413051765412, "loss_rpn_cls": 0.0006924953382849708, "loss_rpn_loc": 0.0017707944025460165, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369957741349936, "total_loss": 0.05518086197309913}
{"data_time": 0.003986299503594637, "eta_seconds": 45720.17162131495, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3704268292682927, "fast_rcnn/fg_cls_accuracy": 0.6295731707317074, "iteration": 155199, "loss_box_reg": 0.00869126251200214, "loss_cls": 0.04442690953146666, "loss_rpn_cls": 0.0007611806221632378, "loss_rpn_loc": 0.002400292065431131, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5414107476826757, "total_loss": 0.055414371945857965}
{"data_time": 0.004048994276672602, "eta_seconds": 45705.11847747676, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.7222222222222222, "iteration": 155219, "loss_box_reg": 0.007385678996797651, "loss_cls": 0.04057358333375305, "loss_rpn_cls": 0.0007655794959191553, "loss_rpn_loc": 0.0019226358763262397, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5360379365738481, "total_loss": 0.05118358672245904}
{"data_time": 0.004095841431990266, "eta_seconds": 45694.33655264042, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16904761904761906, "fast_rcnn/fg_cls_accuracy": 0.8045296167247387, "iteration": 155239, "loss_box_reg": 0.007619185751536861, "loss_cls": 0.045274172560311854, "loss_rpn_cls": 0.0012442032034414297, "loss_rpn_loc": 0.002096787580740056, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5414713302161545, "total_loss": 0.05739338279369122}
{"data_time": 0.003997260006144643, "eta_seconds": 45687.82282475266, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4768270944741533, "fast_rcnn/fg_cls_accuracy": 0.5231729055258467, "iteration": 155259, "loss_box_reg": 0.008612626581452787, "loss_cls": 0.04499483481049538, "loss_rpn_cls": 0.0010426778060832476, "loss_rpn_loc": 0.0027148921981279273, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361526920460165, "total_loss": 0.05839262818864199}
{"data_time": 0.003704602364450693, "eta_seconds": 45677.039892565226, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.299264705882353, "fast_rcnn/fg_cls_accuracy": 0.6406025824964132, "iteration": 155279, "loss_box_reg": 0.008616597900982015, "loss_cls": 0.04670470335986465, "loss_rpn_cls": 0.0015370229045856831, "loss_rpn_loc": 0.0024013092397581204, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5313091650605202, "total_loss": 0.059421772502673775}
{"data_time": 0.004217825829982758, "eta_seconds": 45666.256960377796, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5060975609756098, "fast_rcnn/fg_cls_accuracy": 0.49390243902439024, "iteration": 155299, "loss_box_reg": 0.007927665777970105, "loss_cls": 0.046281255898065865, "loss_rpn_cls": 0.0009880249930347418, "loss_rpn_loc": 0.0020595173773472197, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387760414741933, "total_loss": 0.058087408454298384}
{"data_time": 0.00437419256195426, "eta_seconds": 45674.97525474639, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3975225225225225, "fast_rcnn/fg_cls_accuracy": 0.6024774774774775, "iteration": 155319, "loss_box_reg": 0.0072886040434241295, "loss_cls": 0.04354797303676605, "loss_rpn_cls": 0.0006767712987993946, "loss_rpn_loc": 0.002443042316372157, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5462127486243844, "total_loss": 0.05320128487795728}
{"data_time": 0.004345498513430357, "eta_seconds": 45685.81566236913, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.33854166666666663, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 155339, "loss_box_reg": 0.007427604927215725, "loss_cls": 0.04353378573432565, "loss_rpn_cls": 0.0006167317868630562, "loss_rpn_loc": 0.002291304263053462, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5525685092434287, "total_loss": 0.05420535043390373}
{"data_time": 0.015224833507090807, "eta_seconds": 45696.25157306157, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.36939102564102566, "fast_rcnn/fg_cls_accuracy": 0.6306089743589745, "iteration": 155359, "loss_box_reg": 0.007928604230983183, "loss_cls": 0.042963018466252834, "loss_rpn_cls": 0.0009033459082274931, "loss_rpn_loc": 0.0020125607825320913, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5723552550189197, "total_loss": 0.05465900090666764}
{"data_time": 0.0065135841723531485, "eta_seconds": 45691.94832036132, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38656330749354006, "fast_rcnn/fg_cls_accuracy": 0.6134366925064599, "iteration": 155379, "loss_box_reg": 0.008339914245880209, "loss_cls": 0.04626144142821431, "loss_rpn_cls": 0.0007554705300663045, "loss_rpn_loc": 0.0017866500456875656, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.542230126215145, "total_loss": 0.05664100023469132}
{"data_time": 0.004795958520844579, "eta_seconds": 45687.537895407295, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.39977851605758585, "fast_rcnn/fg_cls_accuracy": 0.6002214839424143, "iteration": 155399, "loss_box_reg": 0.0075133650680072606, "loss_cls": 0.04314555984456092, "loss_rpn_cls": 0.0008345434763441517, "loss_rpn_loc": 0.0024569268098275643, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5375974490307271, "total_loss": 0.05413155555015692}
{"data_time": 0.004102526465430856, "eta_seconds": 45682.2897993105, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.6319444444444444, "fast_rcnn/fg_cls_accuracy": 0.3680555555555556, "iteration": 155419, "loss_box_reg": 0.008387098438106477, "loss_cls": 0.04794888698961586, "loss_rpn_cls": 0.000514654414700999, "loss_rpn_loc": 0.0020860157783317845, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404775000642985, "total_loss": 0.058092233324146036}
{"data_time": 0.003644036129117012, "eta_seconds": 45671.487777627306, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7148033126293996, "iteration": 155439, "loss_box_reg": 0.007847122236853465, "loss_cls": 0.043393234722316265, "loss_rpn_cls": 0.0011446032945059414, "loss_rpn_loc": 0.0022408667628042167, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370255568996072, "total_loss": 0.056058175000544}
{"data_time": 0.004039729479700327, "eta_seconds": 45665.322653502924, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33251231527093594, "fast_rcnn/fg_cls_accuracy": 0.6359262229350442, "iteration": 155459, "loss_box_reg": 0.00811798160430044, "loss_cls": 0.04326932318508625, "loss_rpn_cls": 0.00099017966176973, "loss_rpn_loc": 0.002015386091443361, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352608382236212, "total_loss": 0.055084293480604174}
{"data_time": 0.004330388968810439, "eta_seconds": 45691.49839349976, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.31238273921200754, "fast_rcnn/fg_cls_accuracy": 0.6876172607879925, "iteration": 155479, "loss_box_reg": 0.00791000938625075, "loss_cls": 0.042411441216245294, "loss_rpn_cls": 0.0013214257897971038, "loss_rpn_loc": 0.002510077772967634, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5446553949732333, "total_loss": 0.054068279275497844}
{"data_time": 0.0038336061406880617, "eta_seconds": 45722.86299671489, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.27022058823529416, "fast_rcnn/fg_cls_accuracy": 0.7210648148148149, "iteration": 155499, "loss_box_reg": 0.007840596634196118, "loss_cls": 0.038618138612946495, "loss_rpn_cls": 0.0006180017705901264, "loss_rpn_loc": 0.002052663394351839, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5426786604803056, "total_loss": 0.050537115213614925}
{"data_time": 0.00397905707359314, "eta_seconds": 45725.60010490217, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5413165266106443, "fast_rcnn/fg_cls_accuracy": 0.4586834733893557, "iteration": 155519, "loss_box_reg": 0.008099703030893579, "loss_cls": 0.04305258975364268, "loss_rpn_cls": 0.0009988991395744051, "loss_rpn_loc": 0.00196726483409293, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5445599975064397, "total_loss": 0.05473245037495644}
{"data_time": 0.004178556380793452, "eta_seconds": 45714.77504362096, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.322943722943723, "fast_rcnn/fg_cls_accuracy": 0.6770562770562771, "iteration": 155539, "loss_box_reg": 0.00764941397937946, "loss_cls": 0.04353203414939344, "loss_rpn_cls": 0.0008065611139045359, "loss_rpn_loc": 0.0018549377236922737, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5325463959015906, "total_loss": 0.0550135656228008}
{"data_time": 0.003962140996009111, "eta_seconds": 45709.13595748739, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37722298221614226, "fast_rcnn/fg_cls_accuracy": 0.6152751423149905, "iteration": 155559, "loss_box_reg": 0.007044087949907407, "loss_cls": 0.04169843054842204, "loss_rpn_cls": 0.0011581492365735357, "loss_rpn_loc": 0.0022742171568097547, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5402211672626436, "total_loss": 0.05441566686931765}
{"data_time": 0.004185589728876948, "eta_seconds": 45687.715154668316, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4424731182795699, "fast_rcnn/fg_cls_accuracy": 0.5519713261648745, "iteration": 155579, "loss_box_reg": 0.008306669275043532, "loss_cls": 0.045495481113903224, "loss_rpn_cls": 0.0008900482914668828, "loss_rpn_loc": 0.0022538029770657886, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400944203138351, "total_loss": 0.05732824526444347}
{"data_time": 0.004071745555847883, "eta_seconds": 45669.56171626109, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1625, "fast_rcnn/fg_cls_accuracy": 0.7684848484848485, "iteration": 155599, "loss_box_reg": 0.0078656253463123, "loss_cls": 0.046050675155129284, "loss_rpn_cls": 0.0009213417123419276, "loss_rpn_loc": 0.002727152193983784, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.533312943065539, "total_loss": 0.05785959991408163}
{"data_time": 0.003629228798672557, "eta_seconds": 45655.01509330119, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.32642642642642644, "fast_rcnn/fg_cls_accuracy": 0.6735735735735736, "iteration": 155619, "loss_box_reg": 0.008341788299730979, "loss_cls": 0.04624422313645482, "loss_rpn_cls": 0.0009078070449959341, "loss_rpn_loc": 0.00241438920784276, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5326309537049383, "total_loss": 0.05833001263113147}
{"data_time": 0.004292408470064402, "eta_seconds": 45645.00152661721, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4391891891891892, "fast_rcnn/fg_cls_accuracy": 0.5608108108108107, "iteration": 155639, "loss_box_reg": 0.007571986818220466, "loss_cls": 0.04581166687421501, "loss_rpn_cls": 0.0010744391779553553, "loss_rpn_loc": 0.0018242156893393258, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5457176305353642, "total_loss": 0.059121053582202876}
{"data_time": 0.003501719795167446, "eta_seconds": 45639.80049011274, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4575581395348837, "fast_rcnn/fg_cls_accuracy": 0.5424418604651162, "iteration": 155659, "loss_box_reg": 0.008204536221455783, "loss_cls": 0.044365374837070704, "loss_rpn_cls": 0.00046748304919219663, "loss_rpn_loc": 0.002571547543993802, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5427241476718336, "total_loss": 0.05539306901525265}
{"data_time": 0.004021929576992989, "eta_seconds": 45628.977805892704, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.568103448275862, "fast_rcnn/fg_cls_accuracy": 0.43189655172413793, "iteration": 155679, "loss_box_reg": 0.009012075635837391, "loss_cls": 0.046613926358986646, "loss_rpn_cls": 0.0007875130611409986, "loss_rpn_loc": 0.0018756338158709696, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538632643641904, "total_loss": 0.05675782960906872}
{"data_time": 0.00384268700145185, "eta_seconds": 45612.53747223667, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18990384615384615, "fast_rcnn/fg_cls_accuracy": 0.6524493243243243, "iteration": 155699, "loss_box_reg": 0.007820517610525712, "loss_cls": 0.04394354615942575, "loss_rpn_cls": 0.0008840465720822976, "loss_rpn_loc": 0.00228714793229301, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386384748853743, "total_loss": 0.05635421941792629}
{"data_time": 0.003837748197838664, "eta_seconds": 45526.51847014483, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4403508771929825, "fast_rcnn/fg_cls_accuracy": 0.5596491228070175, "iteration": 155719, "loss_box_reg": 0.007687585195526481, "loss_cls": 0.04363052127882838, "loss_rpn_cls": 0.0011118536164076431, "loss_rpn_loc": 0.0026136233209399506, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5327958345878869, "total_loss": 0.055647355744952165}
{"data_time": 0.003948722034692764, "eta_seconds": 45485.32656618138, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3327731092436975, "fast_rcnn/fg_cls_accuracy": 0.6672268907563026, "iteration": 155739, "loss_box_reg": 0.007704815638135187, "loss_cls": 0.04290578851941973, "loss_rpn_cls": 0.0005101189847209753, "loss_rpn_loc": 0.002249316301458748, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381147200241685, "total_loss": 0.05512267932067516}
{"data_time": 0.003826957894489169, "eta_seconds": 45462.83955254732, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5151515151515151, "fast_rcnn/fg_cls_accuracy": 0.434375, "iteration": 155759, "loss_box_reg": 0.007980795984622091, "loss_cls": 0.04185085400240496, "loss_rpn_cls": 0.0008570160084673262, "loss_rpn_loc": 0.0029619707111123716, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5402066989336163, "total_loss": 0.05261147934845667}
{"data_time": 0.003923271782696247, "eta_seconds": 45426.86188082327, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2923529411764706, "fast_rcnn/fg_cls_accuracy": 0.7076470588235295, "iteration": 155779, "loss_box_reg": 0.007739626744296402, "loss_cls": 0.04091093226452358, "loss_rpn_cls": 0.001047672569200131, "loss_rpn_loc": 0.002493621919711586, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402189625892788, "total_loss": 0.05226894983400143}
{"data_time": 0.004329081159085035, "eta_seconds": 45414.01074586529, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4238782051282051, "fast_rcnn/fg_cls_accuracy": 0.5761217948717949, "iteration": 155799, "loss_box_reg": 0.007641006959602237, "loss_cls": 0.044315327890217304, "loss_rpn_cls": 0.0005513604027100882, "loss_rpn_loc": 0.0016579473685851553, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5384408147074282, "total_loss": 0.054465296896523796}
{"data_time": 0.0039344895631074905, "eta_seconds": 45403.22369802836, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3626050420168067, "fast_rcnn/fg_cls_accuracy": 0.6373949579831932, "iteration": 155819, "loss_box_reg": 0.007861451857024804, "loss_cls": 0.04407962958794087, "loss_rpn_cls": 0.0010744846874786163, "loss_rpn_loc": 0.002201839684857987, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5407413756474853, "total_loss": 0.05611243800041166}
{"data_time": 0.004221470328047872, "eta_seconds": 45397.84574530204, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38435828877005346, "fast_rcnn/fg_cls_accuracy": 0.6156417112299466, "iteration": 155839, "loss_box_reg": 0.007650482148164883, "loss_cls": 0.042061536805704236, "loss_rpn_cls": 0.0005749592769461742, "loss_rpn_loc": 0.002596362186523038, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5426571040879935, "total_loss": 0.05572335838235176}
{"data_time": 0.00430224253796041, "eta_seconds": 45381.649602354504, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4444444444444444, "fast_rcnn/fg_cls_accuracy": 0.5488888888888889, "iteration": 155859, "loss_box_reg": 0.0072820990171749145, "loss_cls": 0.04414191597606987, "loss_rpn_cls": 0.0010420190349691438, "loss_rpn_loc": 0.0019298846636957023, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405250042676926, "total_loss": 0.05575596587243581}
{"data_time": 0.004444513004273176, "eta_seconds": 45376.26907879603, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.40967365967365965, "fast_rcnn/fg_cls_accuracy": 0.5903263403263403, "iteration": 155879, "loss_box_reg": 0.00846410117810592, "loss_cls": 0.0418114066706039, "loss_rpn_cls": 0.0006323347251964151, "loss_rpn_loc": 0.002132165045622969, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540342720458284, "total_loss": 0.05404411375843665}
{"data_time": 0.0037825964391231537, "eta_seconds": 45365.48074554303, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4346153846153846, "fast_rcnn/fg_cls_accuracy": 0.5653846153846154, "iteration": 155899, "loss_box_reg": 0.00819885649252683, "loss_cls": 0.0472735253861174, "loss_rpn_cls": 0.0005486696561547433, "loss_rpn_loc": 0.002218535424617585, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5348910884931684, "total_loss": 0.057921260027001154}
{"data_time": 0.0035683391615748405, "eta_seconds": 45361.60425592004, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.300187617260788, "fast_rcnn/fg_cls_accuracy": 0.6869918699186992, "iteration": 155919, "loss_box_reg": 0.008253741514636204, "loss_cls": 0.04245199274737388, "loss_rpn_cls": 0.0007192307909917872, "loss_rpn_loc": 0.0019824910777970217, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5371804495807737, "total_loss": 0.05386432549335041}
{"data_time": 0.003997080028057098, "eta_seconds": 45356.91472672019, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.42464040025015637, "fast_rcnn/fg_cls_accuracy": 0.5753595997498437, "iteration": 155939, "loss_box_reg": 0.007619827229063958, "loss_cls": 0.04066217865329236, "loss_rpn_cls": 0.0006135333948122934, "loss_rpn_loc": 0.002821393021804397, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420950511470437, "total_loss": 0.05282326093629308}
{"data_time": 0.0042533238884061575, "eta_seconds": 45362.9638141694, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4225, "fast_rcnn/fg_cls_accuracy": 0.5583333333333333, "iteration": 155959, "loss_box_reg": 0.008284907700726762, "loss_cls": 0.04362621091422625, "loss_rpn_cls": 0.0010003749463862732, "loss_rpn_loc": 0.0019270148659416009, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5413710027933121, "total_loss": 0.055656229039016125}
{"data_time": 0.004338288214057684, "eta_seconds": 45361.81181224063, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3869047619047619, "fast_rcnn/fg_cls_accuracy": 0.6130952380952381, "iteration": 155979, "loss_box_reg": 0.007427681237459183, "loss_cls": 0.04290760640287772, "loss_rpn_cls": 0.0007213462683921534, "loss_rpn_loc": 0.001796655154976179, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5432312241755426, "total_loss": 0.051179278573954434}
{"data_time": 0.0034940089099109173, "eta_seconds": 45362.53746237373, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36777777777777776, "fast_rcnn/fg_cls_accuracy": 0.6322222222222222, "iteration": 155999, "loss_box_reg": 0.007752411067485809, "loss_cls": 0.04481482820119709, "loss_rpn_cls": 0.0007808558374335917, "loss_rpn_loc": 0.0018382597481831908, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5389538398012519, "total_loss": 0.05653978366115098}
{"data_time": 0.004183709155768156, "eta_seconds": 45351.73698679311, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3903361344537815, "fast_rcnn/fg_cls_accuracy": 0.6096638655462185, "iteration": 156019, "loss_box_reg": 0.0084276350971777, "loss_cls": 0.044270644313655794, "loss_rpn_cls": 0.0008223385508472347, "loss_rpn_loc": 0.002085913325572619, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.547834724187851, "total_loss": 0.054741514189231566}
{"data_time": 0.004507719073444605, "eta_seconds": 45329.41861638799, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4587486157253599, "fast_rcnn/fg_cls_accuracy": 0.54125138427464, "iteration": 156039, "loss_box_reg": 0.007570380315883085, "loss_cls": 0.04558925691526383, "loss_rpn_cls": 0.0010465456100519077, "loss_rpn_loc": 0.002502179893781431, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535021532792598, "total_loss": 0.05664177665494208}
{"data_time": 0.00407921033911407, "eta_seconds": 45336.28818579344, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.4291187739463601, "fast_rcnn/fg_cls_accuracy": 0.5138888888888888, "iteration": 156059, "loss_box_reg": 0.008599277469329536, "loss_cls": 0.04391965636750683, "loss_rpn_cls": 0.0007632596679911785, "loss_rpn_loc": 0.0027913192370760953, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5395851812791079, "total_loss": 0.058275496042909936}
{"data_time": 0.004042827058583498, "eta_seconds": 45340.14752080641, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44802867383512546, "fast_rcnn/fg_cls_accuracy": 0.5519713261648745, "iteration": 156079, "loss_box_reg": 0.0072490660240873694, "loss_cls": 0.04304323997348547, "loss_rpn_cls": 0.0004381732107958669, "loss_rpn_loc": 0.002241791340566124, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428136044647545, "total_loss": 0.05317394919347862}
{"data_time": 0.0043185316026210785, "eta_seconds": 45305.45584548754, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2120288248337029, "fast_rcnn/fg_cls_accuracy": 0.7879711751662971, "iteration": 156099, "loss_box_reg": 0.008079084451310337, "loss_cls": 0.043419927125796676, "loss_rpn_cls": 0.0008109002914125085, "loss_rpn_loc": 0.002195031883275078, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.531972226453945, "total_loss": 0.056888522125973395}
{"data_time": 0.004090098896995187, "eta_seconds": 45286.22768858448, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2695099818511797, "fast_rcnn/fg_cls_accuracy": 0.7304900181488203, "iteration": 156119, "loss_box_reg": 0.007320189411984757, "loss_cls": 0.04500256304163486, "loss_rpn_cls": 0.0005004456836559257, "loss_rpn_loc": 0.0019614812663348857, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406733877025545, "total_loss": 0.056003762143063796}
{"data_time": 0.004060281673446298, "eta_seconds": 45254.3656312637, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4072431633407243, "fast_rcnn/fg_cls_accuracy": 0.5927568366592757, "iteration": 156139, "loss_box_reg": 0.007520170998759568, "loss_cls": 0.043112268671393394, "loss_rpn_cls": 0.0006011061925619288, "loss_rpn_loc": 0.0018861947501136456, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5388832136522979, "total_loss": 0.054667094532874216}
{"data_time": 0.004065443994477391, "eta_seconds": 45238.209010158665, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37443778110944526, "fast_rcnn/fg_cls_accuracy": 0.6255622188905547, "iteration": 156159, "loss_box_reg": 0.008032823010580614, "loss_cls": 0.04257400447386317, "loss_rpn_cls": 0.0004907274530978611, "loss_rpn_loc": 0.001540820023365086, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5300935690756887, "total_loss": 0.05555285425643319}
{"data_time": 0.004005607683211565, "eta_seconds": 45221.33455043915, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3638242894056848, "fast_rcnn/fg_cls_accuracy": 0.6361757105943153, "iteration": 156179, "loss_box_reg": 0.007666184828849509, "loss_cls": 0.044228138809558004, "loss_rpn_cls": 0.001100847177895048, "loss_rpn_loc": 0.0028630230081034824, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5342036471702158, "total_loss": 0.05796713502718376}
{"data_time": 0.0039017973467707634, "eta_seconds": 45231.792180885794, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4928571428571429, "fast_rcnn/fg_cls_accuracy": 0.48333333333333334, "iteration": 156199, "loss_box_reg": 0.00780669174855575, "loss_cls": 0.04543411685153842, "loss_rpn_cls": 0.0004345769874589678, "loss_rpn_loc": 0.0017243327947653597, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5426765063311905, "total_loss": 0.055879358675611}
{"data_time": 0.00406734854914248, "eta_seconds": 45220.99713257351, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43243243243243246, "fast_rcnn/fg_cls_accuracy": 0.5675675675675675, "iteration": 156219, "loss_box_reg": 0.00774885228020139, "loss_cls": 0.042967751855030656, "loss_rpn_cls": 0.0013837848796356411, "loss_rpn_loc": 0.0025635591773607302, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5317631678190082, "total_loss": 0.05585432247107747}
{"data_time": 0.004051855532452464, "eta_seconds": 45210.202084261226, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2793062200956938, "fast_rcnn/fg_cls_accuracy": 0.6951298701298702, "iteration": 156239, "loss_box_reg": 0.007872017013141885, "loss_cls": 0.043034212314523757, "loss_rpn_cls": 0.000788746550142605, "loss_rpn_loc": 0.0021241173835733207, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.54304513707757, "total_loss": 0.05452599614113751}
{"data_time": 0.003962117712944746, "eta_seconds": 45201.63902843115, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24611973392461195, "fast_rcnn/fg_cls_accuracy": 0.753880266075388, "iteration": 156259, "loss_box_reg": 0.00801863546075765, "loss_cls": 0.04319957015104592, "loss_rpn_cls": 0.000661813426631852, "loss_rpn_loc": 0.0017299933970207348, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53616335359402, "total_loss": 0.055324636200623445}
{"data_time": 0.0042306906543672085, "eta_seconds": 45208.25817141705, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.19870689655172413, "fast_rcnn/fg_cls_accuracy": 0.8012931034482759, "iteration": 156279, "loss_box_reg": 0.007408049365039915, "loss_cls": 0.04457736748736352, "loss_rpn_cls": 0.0005517937102013093, "loss_rpn_loc": 0.001998350071517052, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405212428886443, "total_loss": 0.05676861671202005}
{"data_time": 0.004500091075897217, "eta_seconds": 45216.42368131061, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3472958642629905, "fast_rcnn/fg_cls_accuracy": 0.6527041357370096, "iteration": 156299, "loss_box_reg": 0.00821792587521486, "loss_cls": 0.04498758527915925, "loss_rpn_cls": 0.0007581841662158695, "loss_rpn_loc": 0.002423905309115071, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413872175849974, "total_loss": 0.056824179986051604}
{"data_time": 0.0039865439757704735, "eta_seconds": 45205.61940808059, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.42997198879551823, "fast_rcnn/fg_cls_accuracy": 0.5700280112044818, "iteration": 156319, "loss_box_reg": 0.007616152026457712, "loss_cls": 0.04526477967738174, "loss_rpn_cls": 0.001031102101023862, "loss_rpn_loc": 0.002783701245789416, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447825156152248, "total_loss": 0.05678108170445739}
{"data_time": 0.004281007684767246, "eta_seconds": 45169.68249732535, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4693366708385482, "fast_rcnn/fg_cls_accuracy": 0.5306633291614518, "iteration": 156339, "loss_box_reg": 0.007688698417041451, "loss_cls": 0.043475470738485456, "loss_rpn_cls": 0.0008051560240573963, "loss_rpn_loc": 0.0022951534265303053, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349539429880679, "total_loss": 0.05439729661327419}
{"data_time": 0.004665449960157275, "eta_seconds": 45115.64804936224, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3564814814814815, "fast_rcnn/fg_cls_accuracy": 0.6435185185185186, "iteration": 156359, "loss_box_reg": 0.007759442436508834, "loss_cls": 0.04477670602500439, "loss_rpn_cls": 0.0006655885026987107, "loss_rpn_loc": 0.001862780816736631, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423496200237423, "total_loss": 0.055330825327473576}
{"data_time": 0.004638495855033398, "eta_seconds": 45100.52398567158, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.27477134146341464, "fast_rcnn/fg_cls_accuracy": 0.7252286585365854, "iteration": 156379, "loss_box_reg": 0.007802255015121773, "loss_cls": 0.042945028690155596, "loss_rpn_cls": 0.0010549816355762687, "loss_rpn_loc": 0.00202093497136957, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412922047544271, "total_loss": 0.05375902418870737}
{"data_time": 0.004168569575995207, "eta_seconds": 45094.07219634787, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.45497076023391814, "fast_rcnn/fg_cls_accuracy": 0.5450292397660819, "iteration": 156399, "loss_box_reg": 0.008157908683642745, "loss_cls": 0.04363783134613186, "loss_rpn_cls": 0.0009351486503419437, "loss_rpn_loc": 0.0019622175714175683, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5382892421912402, "total_loss": 0.05474277454504772}
{"data_time": 0.003645336953923106, "eta_seconds": 45103.26771475002, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4148606811145511, "fast_rcnn/fg_cls_accuracy": 0.5263157894736843, "iteration": 156419, "loss_box_reg": 0.008090939896646887, "loss_cls": 0.0419124678010121, "loss_rpn_cls": 0.0007282808306285915, "loss_rpn_loc": 0.002025713365583215, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5453225339297205, "total_loss": 0.05385418346338611}
{"data_time": 0.004156901966780424, "eta_seconds": 45092.475006427616, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.44840425531914896, "fast_rcnn/fg_cls_accuracy": 0.551595744680851, "iteration": 156439, "loss_box_reg": 0.0072000436193775386, "loss_cls": 0.04326141229830682, "loss_rpn_cls": 0.0008373489555424385, "loss_rpn_loc": 0.001714217331027612, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5391042775008827, "total_loss": 0.053543691420600226}
{"data_time": 0.004027073970064521, "eta_seconds": 45104.89290719759, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3125, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 156459, "loss_box_reg": 0.007152931357268244, "loss_cls": 0.04188771883491427, "loss_rpn_cls": 0.0008710836166301306, "loss_rpn_loc": 0.0016957013103819918, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5417465765494853, "total_loss": 0.05159638827672097}
{"data_time": 0.0038744809571653605, "eta_seconds": 45050.92049031914, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.37142857142857144, "fast_rcnn/fg_cls_accuracy": 0.621978021978022, "iteration": 156479, "loss_box_reg": 0.008144125924445689, "loss_cls": 0.04595421487465501, "loss_rpn_cls": 0.0005830271638842532, "loss_rpn_loc": 0.002137941675755428, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5337920833844692, "total_loss": 0.056084125009192576}
{"data_time": 0.0047131364699453115, "eta_seconds": 45046.99672878324, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2944896115627823, "fast_rcnn/fg_cls_accuracy": 0.7055103884372177, "iteration": 156499, "loss_box_reg": 0.008389480761252344, "loss_cls": 0.04350909381173551, "loss_rpn_cls": 0.000606901169902585, "loss_rpn_loc": 0.0020490215665631695, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5416666094679385, "total_loss": 0.05651900231777063}
{"data_time": 0.013236520579084754, "eta_seconds": 45049.30417313799, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3680555555555556, "fast_rcnn/fg_cls_accuracy": 0.6319444444444444, "iteration": 156519, "loss_box_reg": 0.007960572140291333, "loss_cls": 0.041238497477024794, "loss_rpn_cls": 0.0006302457454125943, "loss_rpn_loc": 0.0019037875517824432, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.552038615103811, "total_loss": 0.051651747038903295}
{"data_time": 0.005204330198466778, "eta_seconds": 45055.53202253184, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.40625, "fast_rcnn/fg_cls_accuracy": 0.5767045454545454, "iteration": 156539, "loss_box_reg": 0.008531702565960586, "loss_cls": 0.04646269720979035, "loss_rpn_cls": 0.0013753554133018042, "loss_rpn_loc": 0.001831391606174293, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418673851527274, "total_loss": 0.058711642426715116}
{"data_time": 0.004764612065628171, "eta_seconds": 45027.71875649318, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.48373440285204994, "fast_rcnn/fg_cls_accuracy": 0.49732620320855614, "iteration": 156559, "loss_box_reg": 0.007702408358454704, "loss_cls": 0.042712990660220385, "loss_rpn_cls": 0.0010669783625303353, "loss_rpn_loc": 0.0024132409853336867, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5347430708352476, "total_loss": 0.05383254491198386}
{"data_time": 0.004100097576156259, "eta_seconds": 45016.926048170775, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.7272727272727273, "iteration": 156579, "loss_box_reg": 0.007458267529727891, "loss_cls": 0.0425925652962178, "loss_rpn_cls": 0.001182079679324488, "loss_rpn_loc": 0.0020021474729219335, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352001411374658, "total_loss": 0.05516658453063883}
{"data_time": 0.004426229279488325, "eta_seconds": 45023.14166150871, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3766140602582496, "fast_rcnn/fg_cls_accuracy": 0.613562091503268, "iteration": 156599, "loss_box_reg": 0.008026927767787129, "loss_cls": 0.043611203000182286, "loss_rpn_cls": 0.0009598895793487827, "loss_rpn_loc": 0.002096508142130915, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539935058215633, "total_loss": 0.055905924310650335}
{"data_time": 0.004326330032199621, "eta_seconds": 45012.344874500996, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4570175438596491, "fast_rcnn/fg_cls_accuracy": 0.5429824561403509, "iteration": 156619, "loss_box_reg": 0.006774026551283896, "loss_cls": 0.040175424714107066, "loss_rpn_cls": 0.0010430538765149322, "loss_rpn_loc": 0.0019380319645279087, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5336935203522444, "total_loss": 0.051824654774662804}
{"data_time": 0.004227786790579557, "eta_seconds": 44960.29442328564, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3774193548387097, "fast_rcnn/fg_cls_accuracy": 0.6225806451612903, "iteration": 156639, "loss_box_reg": 0.007455749873770401, "loss_cls": 0.04195022874046117, "loss_rpn_cls": 0.0011904340485671128, "loss_rpn_loc": 0.0022116319960332476, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5338368639349937, "total_loss": 0.05395999043201982}
{"data_time": 0.00440208101645112, "eta_seconds": 44949.507533871336, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4112554112554112, "fast_rcnn/fg_cls_accuracy": 0.5887445887445888, "iteration": 156659, "loss_box_reg": 0.007608993735630065, "loss_cls": 0.04688483284553513, "loss_rpn_cls": 0.0006472748438568487, "loss_rpn_loc": 0.0016917371322051622, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539842497324571, "total_loss": 0.05794311345459846}
{"data_time": 0.0039554324466735125, "eta_seconds": 44938.72064445703, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3875968992248062, "fast_rcnn/fg_cls_accuracy": 0.6124031007751938, "iteration": 156679, "loss_box_reg": 0.007634389156010002, "loss_cls": 0.042881296831183136, "loss_rpn_cls": 0.0012260075504855195, "loss_rpn_loc": 0.002667754812136991, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375021595973521, "total_loss": 0.05662140523418202}
{"data_time": 0.0042976150289177895, "eta_seconds": 44932.253298740136, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.538888888888889, "fast_rcnn/fg_cls_accuracy": 0.46111111111111114, "iteration": 156699, "loss_box_reg": 0.007332269611652009, "loss_cls": 0.04429689358221367, "loss_rpn_cls": 0.0006590072024437177, "loss_rpn_loc": 0.0022847686323075322, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5386939875315875, "total_loss": 0.05659942996680911}
{"data_time": 0.00410781055688858, "eta_seconds": 44940.13827802986, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34125188536953244, "fast_rcnn/fg_cls_accuracy": 0.6587481146304677, "iteration": 156719, "loss_box_reg": 0.007885197148425505, "loss_cls": 0.045246121706441045, "loss_rpn_cls": 0.0010079695383637954, "loss_rpn_loc": 0.002375933290750254, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5348596989642829, "total_loss": 0.05899941281938936}
{"data_time": 0.004284480819478631, "eta_seconds": 44917.521881596884, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3328173374613003, "fast_rcnn/fg_cls_accuracy": 0.6671826625386997, "iteration": 156739, "loss_box_reg": 0.008071114134509116, "loss_cls": 0.043935952126048505, "loss_rpn_cls": 0.0007521422171521408, "loss_rpn_loc": 0.0018524597799114417, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5357010229490697, "total_loss": 0.05603054129574048}
{"data_time": 0.004738041665405035, "eta_seconds": 44899.88951921859, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2062937062937063, "fast_rcnn/fg_cls_accuracy": 0.7846153846153847, "iteration": 156759, "loss_box_reg": 0.008601918292697519, "loss_cls": 0.0407680164789781, "loss_rpn_cls": 0.000538966735575741, "loss_rpn_loc": 0.0019854822967317887, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5330708876717836, "total_loss": 0.05123854400403616}
{"data_time": 0.00433339225128293, "eta_seconds": 44895.94274039916, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3671373555840821, "fast_rcnn/fg_cls_accuracy": 0.6328626444159178, "iteration": 156779, "loss_box_reg": 0.008062464272370562, "loss_cls": 0.04320555634330958, "loss_rpn_cls": 0.000520003292876936, "loss_rpn_loc": 0.002050506169325672, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5408263425342739, "total_loss": 0.05450059278587105}
{"data_time": 0.003955945605412126, "eta_seconds": 44896.96863474697, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.31215213358070504, "fast_rcnn/fg_cls_accuracy": 0.687847866419295, "iteration": 156799, "loss_box_reg": 0.008336174272699282, "loss_cls": 0.04797204374335706, "loss_rpn_cls": 0.0013019424823710324, "loss_rpn_loc": 0.0023471215263271006, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5411149326246232, "total_loss": 0.06137577363080027}
{"data_time": 0.003897735383361578, "eta_seconds": 44874.36359920143, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3536931818181818, "fast_rcnn/fg_cls_accuracy": 0.6463068181818181, "iteration": 156819, "loss_box_reg": 0.008030598721234128, "loss_cls": 0.042588005075231194, "loss_rpn_cls": 0.0010471005339240946, "loss_rpn_loc": 0.001802459064492723, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391248208470643, "total_loss": 0.057002833195269886}
{"data_time": 0.0037621664814651012, "eta_seconds": 44848.91157741193, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3572874493927125, "fast_rcnn/fg_cls_accuracy": 0.6120857699805068, "iteration": 156839, "loss_box_reg": 0.007174982252763584, "loss_cls": 0.04157168959500268, "loss_rpn_cls": 0.00040943546116523066, "loss_rpn_loc": 0.0020881233886029804, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363474425394088, "total_loss": 0.05125701769389934}
{"data_time": 0.004194793524220586, "eta_seconds": 44852.784458003705, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.29166666666666663, "fast_rcnn/fg_cls_accuracy": 0.7083333333333333, "iteration": 156859, "loss_box_reg": 0.007648003054782748, "loss_cls": 0.04312870907597244, "loss_rpn_cls": 0.0013110394402247039, "loss_rpn_loc": 0.0023872764431871474, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5419989896472543, "total_loss": 0.05486540838091969}
{"data_time": 0.003625045996159315, "eta_seconds": 44818.77476732014, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.44593023255813957, "fast_rcnn/fg_cls_accuracy": 0.5540697674418604, "iteration": 156879, "loss_box_reg": 0.007691666149185039, "loss_cls": 0.04557492956519127, "loss_rpn_cls": 0.000949042019897206, "loss_rpn_loc": 0.00217858970972884, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5322334112133831, "total_loss": 0.05812275645405407}
{"data_time": 0.004076278302818537, "eta_seconds": 44800.952027119, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38473205257836196, "fast_rcnn/fg_cls_accuracy": 0.615267947421638, "iteration": 156899, "loss_box_reg": 0.008043356239795685, "loss_cls": 0.04481834312900901, "loss_rpn_cls": 0.000608445118302825, "loss_rpn_loc": 0.0017974615711864317, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5329397330060601, "total_loss": 0.055925196901142726}
{"data_time": 0.004078018246218562, "eta_seconds": 44794.64378508087, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4391891891891892, "fast_rcnn/fg_cls_accuracy": 0.5608108108108107, "iteration": 156919, "loss_box_reg": 0.007753379642963409, "loss_cls": 0.041528562491294, "loss_rpn_cls": 0.0009753685071700602, "loss_rpn_loc": 0.002364442028920166, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5326913720928133, "total_loss": 0.054370136946545244}
{"data_time": 0.004061845596879721, "eta_seconds": 44775.671972674085, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2736486486486487, "fast_rcnn/fg_cls_accuracy": 0.7263513513513513, "iteration": 156939, "loss_box_reg": 0.007364513265201822, "loss_cls": 0.04227663192432374, "loss_rpn_cls": 0.0006352749487632536, "loss_rpn_loc": 0.0017657003063504817, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5350861442275345, "total_loss": 0.053102253270964184}
{"data_time": 0.004495393252000213, "eta_seconds": 44744.30936177191, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3634823848238482, "fast_rcnn/fg_cls_accuracy": 0.6170731707317073, "iteration": 156959, "loss_box_reg": 0.007804486260283738, "loss_cls": 0.04200662090443075, "loss_rpn_cls": 0.0008869968253293337, "loss_rpn_loc": 0.0018949960140162148, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5297744225244969, "total_loss": 0.05298589423205158}
{"data_time": 0.004140135133638978, "eta_seconds": 44712.013658734504, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3589435774309724, "fast_rcnn/fg_cls_accuracy": 0.6410564225690276, "iteration": 156979, "loss_box_reg": 0.007587079249788076, "loss_cls": 0.042193513945676386, "loss_rpn_cls": 0.0006034272977899491, "loss_rpn_loc": 0.0016651179066684563, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5357952446211129, "total_loss": 0.05324656769366243}
{"data_time": 0.0038881285581737757, "eta_seconds": 44716.368084974354, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3680555555555556, "fast_rcnn/fg_cls_accuracy": 0.6319444444444444, "iteration": 156999, "loss_box_reg": 0.007912872824817896, "loss_cls": 0.043600953998975456, "loss_rpn_cls": 0.0008306430748348248, "loss_rpn_loc": 0.001846784534791368, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5408119021449238, "total_loss": 0.0537687392470616}
{"data_time": 0.003947992343455553, "eta_seconds": 44690.47115085879, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21666666666666667, "fast_rcnn/fg_cls_accuracy": 0.7729166666666667, "iteration": 157019, "loss_box_reg": 0.00797879887977615, "loss_cls": 0.04655927966814488, "loss_rpn_cls": 0.0004684985136123032, "loss_rpn_loc": 0.0020694966297014616, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367692434228957, "total_loss": 0.058278059261738235}
{"data_time": 0.003597854170948267, "eta_seconds": 44679.69989692094, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 157039, "loss_box_reg": 0.007648121303645894, "loss_cls": 0.04503366042627022, "loss_rpn_cls": 0.0005420209361091111, "loss_rpn_loc": 0.0020650984661187977, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5356875364668667, "total_loss": 0.05636758372997974}
{"data_time": 0.004442721605300903, "eta_seconds": 44647.058083759155, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38055555555555554, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 157059, "loss_box_reg": 0.007527428708272055, "loss_cls": 0.04289646341931075, "loss_rpn_cls": 0.001048157439527131, "loss_rpn_loc": 0.0019355401473148959, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.532546637346968, "total_loss": 0.05579145327453716}
{"data_time": 0.004488501697778702, "eta_seconds": 44658.15738904523, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4000677506775068, "fast_rcnn/fg_cls_accuracy": 0.5999322493224932, "iteration": 157079, "loss_box_reg": 0.007928329083370045, "loss_cls": 0.04425351758254692, "loss_rpn_cls": 0.0006785636826407426, "loss_rpn_loc": 0.0019525609641277697, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443792704027146, "total_loss": 0.05959490507859755}
{"data_time": 0.004387465072795749, "eta_seconds": 44662.49359179358, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.45028142589118203, "fast_rcnn/fg_cls_accuracy": 0.549718574108818, "iteration": 157099, "loss_box_reg": 0.007399148045806214, "loss_cls": 0.045663967670407146, "loss_rpn_cls": 0.0009246909033322481, "loss_rpn_loc": 0.0017988990548474248, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5376676365267485, "total_loss": 0.05697051943207043}
{"data_time": 0.004163833335042, "eta_seconds": 44620.05067361472, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2900516795865633, "fast_rcnn/fg_cls_accuracy": 0.6805555555555556, "iteration": 157119, "loss_box_reg": 0.0074924076470779255, "loss_cls": 0.04357608070131391, "loss_rpn_cls": 0.000956255521600724, "loss_rpn_loc": 0.0024280153957079165, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535087869502604, "total_loss": 0.05500070143398261}
{"data_time": 0.004288143245503306, "eta_seconds": 44620.47147329268, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4208776595744681, "fast_rcnn/fg_cls_accuracy": 0.5791223404255319, "iteration": 157139, "loss_box_reg": 0.007834496864234097, "loss_cls": 0.044061646214686334, "loss_rpn_cls": 0.0009042392815672429, "loss_rpn_loc": 0.0020061542727489723, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390177685767412, "total_loss": 0.05628227290333143}
{"data_time": 0.0038073319010436535, "eta_seconds": 44628.43234628206, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4593406593406594, "fast_rcnn/fg_cls_accuracy": 0.5406593406593406, "iteration": 157159, "loss_box_reg": 0.007473719451809302, "loss_cls": 0.04133175336755812, "loss_rpn_cls": 0.0008389325602138342, "loss_rpn_loc": 0.00199396766947757, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.538515446940437, "total_loss": 0.053934623333418585}
{"data_time": 0.004298376617953181, "eta_seconds": 44630.423100226326, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.366600790513834, "fast_rcnn/fg_cls_accuracy": 0.633399209486166, "iteration": 157179, "loss_box_reg": 0.00751783445593901, "loss_cls": 0.04673904553055763, "loss_rpn_cls": 0.000986967243647996, "loss_rpn_loc": 0.0019112711779598612, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5343633317388594, "total_loss": 0.058356401829655624}
{"data_time": 0.004219935974106193, "eta_seconds": 44599.693198517896, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5095274390243902, "fast_rcnn/fg_cls_accuracy": 0.47831978319783197, "iteration": 157199, "loss_box_reg": 0.007932796521345153, "loss_cls": 0.04396661836653948, "loss_rpn_cls": 0.0006477191795966064, "loss_rpn_loc": 0.0022289056050794898, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538160155992955, "total_loss": 0.054294336288194245}
{"data_time": 0.004433027468621731, "eta_seconds": 44620.48080306244, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34521276595744677, "fast_rcnn/fg_cls_accuracy": 0.6547872340425531, "iteration": 157219, "loss_box_reg": 0.008250966784544289, "loss_cls": 0.04210171476006508, "loss_rpn_cls": 0.0011261533022661752, "loss_rpn_loc": 0.002261306366563076, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5468559009023011, "total_loss": 0.05689647820435084}
{"data_time": 0.0035502773243933916, "eta_seconds": 44604.765703341924, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3558558558558559, "fast_rcnn/fg_cls_accuracy": 0.6193214491086831, "iteration": 157239, "loss_box_reg": 0.007630613079527393, "loss_cls": 0.04084532550768927, "loss_rpn_cls": 0.0006726996292627518, "loss_rpn_loc": 0.0017578362057975028, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5371493343263865, "total_loss": 0.050975365078102186}
{"data_time": 0.0039346893317997456, "eta_seconds": 44606.87081594509, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3534002229654404, "fast_rcnn/fg_cls_accuracy": 0.6017628205128205, "iteration": 157259, "loss_box_reg": 0.008042789326282218, "loss_cls": 0.04451026569586247, "loss_rpn_cls": 0.0008354191031685332, "loss_rpn_loc": 0.002251342457384453, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5452421009540558, "total_loss": 0.05558115867950164}
{"data_time": 0.004358356585726142, "eta_seconds": 44590.90175505215, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2928571428571428, "fast_rcnn/fg_cls_accuracy": 0.7071428571428571, "iteration": 157279, "loss_box_reg": 0.007772427168674767, "loss_cls": 0.04316804837435484, "loss_rpn_cls": 0.0012568261264505054, "loss_rpn_loc": 0.0022404784576792736, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374732448253781, "total_loss": 0.05577273792255255}
{"data_time": 0.0038401936180889606, "eta_seconds": 44580.12071958231, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.34285714285714286, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 157299, "loss_box_reg": 0.007672931533306837, "loss_cls": 0.04285643878392875, "loss_rpn_cls": 0.0006223037780728191, "loss_rpn_loc": 0.0018843435937014874, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.546569105470553, "total_loss": 0.05445068815322429}
{"data_time": 0.004162220750004053, "eta_seconds": 44564.40972216544, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.37393162393162394, "fast_rcnn/fg_cls_accuracy": 0.5962962962962963, "iteration": 157319, "loss_box_reg": 0.008069994859397411, "loss_cls": 0.0421170380723197, "loss_rpn_cls": 0.0010543115941459291, "loss_rpn_loc": 0.0015822962232050486, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540928601520136, "total_loss": 0.05521737720096098}
{"data_time": 0.004374780924990773, "eta_seconds": 44553.62987922155, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.28685897435897434, "fast_rcnn/fg_cls_accuracy": 0.7131410256410257, "iteration": 157339, "loss_box_reg": 0.0073528508364688605, "loss_cls": 0.041142174683045596, "loss_rpn_cls": 0.0008626690589608188, "loss_rpn_loc": 0.0017893537333293352, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5332324700430036, "total_loss": 0.0520733956057029}
{"data_time": 0.004037969978526235, "eta_seconds": 44520.788646499626, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.375366568914956, "fast_rcnn/fg_cls_accuracy": 0.624633431085044, "iteration": 157359, "loss_box_reg": 0.008188585692550987, "loss_cls": 0.04313038079999387, "loss_rpn_cls": 0.0011571000461572112, "loss_rpn_loc": 0.002379095349169802, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364291875157505, "total_loss": 0.0557196446816306}
{"data_time": 0.0037780506536364555, "eta_seconds": 44506.02283505723, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.15920608108108109, "fast_rcnn/fg_cls_accuracy": 0.8407939189189189, "iteration": 157379, "loss_box_reg": 0.007585411047330126, "loss_cls": 0.04562821867875755, "loss_rpn_cls": 0.0009291340175536789, "loss_rpn_loc": 0.002675681607797742, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5379980935249478, "total_loss": 0.05532177677690697}
{"data_time": 0.004000038607046008, "eta_seconds": 44495.24929737672, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4216374269005848, "fast_rcnn/fg_cls_accuracy": 0.5783625730994152, "iteration": 157399, "loss_box_reg": 0.007050460233585909, "loss_cls": 0.04492825170746073, "loss_rpn_cls": 0.0007562029350083321, "loss_rpn_loc": 0.0016958642881945707, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5380763723514974, "total_loss": 0.05498149464551716}
{"data_time": 0.004820312140509486, "eta_seconds": 44458.54182113847, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.29517241379310344, "fast_rcnn/fg_cls_accuracy": 0.7048275862068966, "iteration": 157419, "loss_box_reg": 0.007724970084382221, "loss_cls": 0.04328740341588855, "loss_rpn_cls": 0.001019009635740531, "loss_rpn_loc": 0.001914406970172422, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5335034942254424, "total_loss": 0.053548359359751885}
{"data_time": 0.004710688721388578, "eta_seconds": 44458.92211422161, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.42058823529411765, "fast_rcnn/fg_cls_accuracy": 0.5794117647058823, "iteration": 157439, "loss_box_reg": 0.007961829367559403, "loss_cls": 0.042912811040878296, "loss_rpn_cls": 0.0007094604430903928, "loss_rpn_loc": 0.002107121079461649, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5490146980155259, "total_loss": 0.05547910936584799}
{"data_time": 0.0041630808264017105, "eta_seconds": 44459.64754409809, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 157459, "loss_box_reg": 0.009173542668577284, "loss_cls": 0.04482400557026267, "loss_rpn_cls": 0.0006350610091203635, "loss_rpn_loc": 0.0023355040884780465, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.563887078082189, "total_loss": 0.0586566964980193}
{"data_time": 0.0046771555207669735, "eta_seconds": 44461.868451467715, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4325757575757576, "fast_rcnn/fg_cls_accuracy": 0.5674242424242424, "iteration": 157479, "loss_box_reg": 0.007383123796898872, "loss_cls": 0.04324020858621225, "loss_rpn_cls": 0.0012742489312813632, "loss_rpn_loc": 0.0020599426334229065, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5460358990821987, "total_loss": 0.05555189257916027}
{"data_time": 0.00419396860525012, "eta_seconds": 44444.02486893977, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.32388663967611336, "fast_rcnn/fg_cls_accuracy": 0.6271367521367521, "iteration": 157499, "loss_box_reg": 0.007762104709399864, "loss_cls": 0.04251983040012419, "loss_rpn_cls": 0.0005551338045961529, "loss_rpn_loc": 0.002029841025432688, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5380168829578906, "total_loss": 0.055554325864477505}
{"data_time": 0.004093020688742399, "eta_seconds": 44412.22396302479, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3738859180035651, "fast_rcnn/fg_cls_accuracy": 0.5819964349376114, "iteration": 157519, "loss_box_reg": 0.007723810675088316, "loss_cls": 0.0471279954072088, "loss_rpn_cls": 0.0008197857677032516, "loss_rpn_loc": 0.0023554361541755497, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5375667170155793, "total_loss": 0.05771425977218314}
{"data_time": 0.004108632681891322, "eta_seconds": 44409.76204255968, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.25558943089430897, "fast_rcnn/fg_cls_accuracy": 0.744410569105691, "iteration": 157539, "loss_box_reg": 0.007359092094702646, "loss_cls": 0.04295764351263642, "loss_rpn_cls": 0.0006665163621164538, "loss_rpn_loc": 0.0021530080302909482, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5481340105179697, "total_loss": 0.05437971766775718}
{"data_time": 0.00402481690980494, "eta_seconds": 44409.06099593267, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 157559, "loss_box_reg": 0.007280658726813272, "loss_cls": 0.04326432035304606, "loss_rpn_cls": 0.0010507264651096193, "loss_rpn_loc": 0.0027271878279861994, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 248.5, "rpn/num_pos_anchors": 7.5, "time": 0.5388179488945752, "total_loss": 0.05354793828462334}
{"data_time": 0.003962650895118713, "eta_seconds": 44379.91672332375, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44263565891472867, "fast_rcnn/fg_cls_accuracy": 0.5573643410852713, "iteration": 157579, "loss_box_reg": 0.0071538845368195325, "loss_cls": 0.04076021281071007, "loss_rpn_cls": 0.0007635983623117681, "loss_rpn_loc": 0.0023210362651298055, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355264283716679, "total_loss": 0.052215326083796754}
{"data_time": 0.004300085362046957, "eta_seconds": 44352.77790302946, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3375, "fast_rcnn/fg_cls_accuracy": 0.6625000000000001, "iteration": 157599, "loss_box_reg": 0.007402540213661268, "loss_cls": 0.041477671707980335, "loss_rpn_cls": 0.0007990023460706652, "loss_rpn_loc": 0.002246653773909202, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5332225116435438, "total_loss": 0.05293746696594326}
{"data_time": 0.004040888510644436, "eta_seconds": 44358.37856352306, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3582317073170732, "fast_rcnn/fg_cls_accuracy": 0.6417682926829269, "iteration": 157619, "loss_box_reg": 0.0077335023088380694, "loss_cls": 0.04409229021985084, "loss_rpn_cls": 0.0004981139852588967, "loss_rpn_loc": 0.0019476697762002004, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5391058854293078, "total_loss": 0.05612102430700361}
{"data_time": 0.004675217904150486, "eta_seconds": 44340.101995989215, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34285714285714286, "fast_rcnn/fg_cls_accuracy": 0.5920634920634921, "iteration": 157639, "loss_box_reg": 0.007965484517626464, "loss_cls": 0.045580102247186005, "loss_rpn_cls": 0.0007202734150268952, "loss_rpn_loc": 0.0016183329535124358, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5361537719145417, "total_loss": 0.055945581055084403}
{"data_time": 0.0037275729700922966, "eta_seconds": 44345.135474301875, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.365171650055371, "fast_rcnn/fg_cls_accuracy": 0.634828349944629, "iteration": 157659, "loss_box_reg": 0.007819491933332756, "loss_cls": 0.042994887713575736, "loss_rpn_cls": 0.0005723109054542874, "loss_rpn_loc": 0.0017653061404416803, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457702928688377, "total_loss": 0.05375002838502496}
{"data_time": 0.004397629527375102, "eta_seconds": 44338.89709078311, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37182539682539684, "fast_rcnn/fg_cls_accuracy": 0.6055555555555555, "iteration": 157679, "loss_box_reg": 0.008359283208847046, "loss_cls": 0.043185034999623895, "loss_rpn_cls": 0.0007265880025215665, "loss_rpn_loc": 0.0016605523487669416, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5399959040805697, "total_loss": 0.05350788557598207}
{"data_time": 0.003979713888838887, "eta_seconds": 44307.800225493964, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4173441734417344, "fast_rcnn/fg_cls_accuracy": 0.5094850948509485, "iteration": 157699, "loss_box_reg": 0.008115069504128769, "loss_cls": 0.045786809496348724, "loss_rpn_cls": 0.0009285566193852901, "loss_rpn_loc": 0.00197245958406711, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5351826783735305, "total_loss": 0.05823012238829506}
{"data_time": 0.003652006620541215, "eta_seconds": 44305.703306454, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32575757575757575, "fast_rcnn/fg_cls_accuracy": 0.6397849462365591, "iteration": 157719, "loss_box_reg": 0.007697840279433876, "loss_cls": 0.04177037539193407, "loss_rpn_cls": 0.00038851270221584855, "loss_rpn_loc": 0.0019283677174826153, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408288510516286, "total_loss": 0.051778145438561296}
{"data_time": 0.003994530998170376, "eta_seconds": 44302.051095463336, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2961980548187445, "fast_rcnn/fg_cls_accuracy": 0.7038019451812556, "iteration": 157739, "loss_box_reg": 0.007578849821584299, "loss_cls": 0.042495195695664734, "loss_rpn_cls": 0.0006893638055771589, "loss_rpn_loc": 0.0018353433442825917, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395054465625435, "total_loss": 0.0532123198179022}
{"data_time": 0.003940009046345949, "eta_seconds": 44291.2800007537, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3915966386554622, "fast_rcnn/fg_cls_accuracy": 0.6084033613445379, "iteration": 157759, "loss_box_reg": 0.007898448675405234, "loss_cls": 0.0446487080771476, "loss_rpn_cls": 0.0008086316937578886, "loss_rpn_loc": 0.0021823087154189125, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5366517654620111, "total_loss": 0.05741832707053618}
{"data_time": 0.004616615129634738, "eta_seconds": 44280.508906044066, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.47093023255813954, "fast_rcnn/fg_cls_accuracy": 0.5290697674418605, "iteration": 157779, "loss_box_reg": 0.00795655933325179, "loss_cls": 0.04254035372287035, "loss_rpn_cls": 0.0006983532639424084, "loss_rpn_loc": 0.0023304727128561353, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5505538675934076, "total_loss": 0.053980930069769784}
{"data_time": 0.003713428508490324, "eta_seconds": 44269.73781133443, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.40009469696969696, "fast_rcnn/fg_cls_accuracy": 0.599905303030303, "iteration": 157799, "loss_box_reg": 0.008085001347353682, "loss_cls": 0.045430114842019975, "loss_rpn_cls": 0.0009335671071539764, "loss_rpn_loc": 0.0022076656423450913, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5435086688958108, "total_loss": 0.056365326425861895}
{"data_time": 0.004271408077329397, "eta_seconds": 44247.182694262825, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2528985507246377, "fast_rcnn/fg_cls_accuracy": 0.7253623188405797, "iteration": 157819, "loss_box_reg": 0.008874051811289974, "loss_cls": 0.04200123090413399, "loss_rpn_cls": 0.000682914826029446, "loss_rpn_loc": 0.0019279634980193805, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5318121002055705, "total_loss": 0.052306179879224146}
{"data_time": 0.004031173652037978, "eta_seconds": 44239.806355616776, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.36730769230769234, "fast_rcnn/fg_cls_accuracy": 0.6326923076923077, "iteration": 157839, "loss_box_reg": 0.007762730005197227, "loss_cls": 0.04612861946225166, "loss_rpn_cls": 0.001468825284405284, "loss_rpn_loc": 0.002348345562495524, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373274874873459, "total_loss": 0.05688411981469699}
{"data_time": 0.004108499735593796, "eta_seconds": 44228.563845998375, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29886363636363633, "fast_rcnn/fg_cls_accuracy": 0.6859848484848485, "iteration": 157859, "loss_box_reg": 0.007769471092615277, "loss_cls": 0.041879957338096574, "loss_rpn_cls": 0.0013330413576113642, "loss_rpn_loc": 0.0024298806383740157, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401852352079004, "total_loss": 0.05261836246825169}
{"data_time": 0.0044506394769996405, "eta_seconds": 44221.770761723164, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38764478764478766, "fast_rcnn/fg_cls_accuracy": 0.6123552123552123, "iteration": 157879, "loss_box_reg": 0.00777089802431874, "loss_cls": 0.04125266510527581, "loss_rpn_cls": 0.0007319869026787273, "loss_rpn_loc": 0.0026756189436127897, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5386952578555793, "total_loss": 0.05370126046784662}
{"data_time": 0.0039746928960084915, "eta_seconds": 44211.00085615413, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4246339362618432, "fast_rcnn/fg_cls_accuracy": 0.5753660637381568, "iteration": 157899, "loss_box_reg": 0.008830482955090702, "loss_cls": 0.04229793488048017, "loss_rpn_cls": 0.0013051038157527728, "loss_rpn_loc": 0.0022095959902799223, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5336792843881994, "total_loss": 0.055980955416771394}
{"data_time": 0.003907720325514674, "eta_seconds": 44205.11124307662, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.5897435897435898, "iteration": 157919, "loss_box_reg": 0.008014832739718258, "loss_cls": 0.04406859935261309, "loss_rpn_cls": 0.0006464290823942065, "loss_rpn_loc": 0.0019551384593796683, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381069355644286, "total_loss": 0.054803535577548246}
{"data_time": 0.004488855600357056, "eta_seconds": 44202.120603037765, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23138297872340424, "fast_rcnn/fg_cls_accuracy": 0.6791666666666667, "iteration": 157939, "loss_box_reg": 0.00820358085911721, "loss_cls": 0.042888405558187515, "loss_rpn_cls": 0.0008298345672983487, "loss_rpn_loc": 0.002542755984904943, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538979389006272, "total_loss": 0.05483323013856989}
{"data_time": 0.004438649397343397, "eta_seconds": 44196.21876428998, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.22740315638450503, "fast_rcnn/fg_cls_accuracy": 0.7633053221288515, "iteration": 157959, "loss_box_reg": 0.008302619826281443, "loss_cls": 0.04121716954978183, "loss_rpn_cls": 0.0003641145974597748, "loss_rpn_loc": 0.0021714777321903966, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372512463945895, "total_loss": 0.05292531942964729}
{"data_time": 0.003962017362937331, "eta_seconds": 44188.45251645311, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.41982864137086906, "fast_rcnn/fg_cls_accuracy": 0.580171358629131, "iteration": 157979, "loss_box_reg": 0.007287720771273598, "loss_cls": 0.04567945946473628, "loss_rpn_cls": 0.0005467154473564051, "loss_rpn_loc": 0.0017849902324087452, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5364655291195959, "total_loss": 0.05594729856682079}
{"data_time": 0.00408335542306304, "eta_seconds": 44174.67040736391, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22195121951219512, "fast_rcnn/fg_cls_accuracy": 0.7738821138211383, "iteration": 157999, "loss_box_reg": 0.007225986963021569, "loss_cls": 0.045414711406920105, "loss_rpn_cls": 0.001023003081115803, "loss_rpn_loc": 0.0022091166483733105, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542425197083503, "total_loss": 0.05543059980414}
{"data_time": 0.003790217684581876, "eta_seconds": 44166.90269261948, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3509852216748769, "fast_rcnn/fg_cls_accuracy": 0.6490147783251232, "iteration": 158019, "loss_box_reg": 0.008387345093069598, "loss_cls": 0.04465092020109296, "loss_rpn_cls": 0.001071547782316884, "loss_rpn_loc": 0.0020004179041279713, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413540967274457, "total_loss": 0.057271730789295816}
{"data_time": 0.003964019939303398, "eta_seconds": 44159.95639040694, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30259146341463417, "fast_rcnn/fg_cls_accuracy": 0.6875, "iteration": 158039, "loss_box_reg": 0.00805111016961746, "loss_cls": 0.047097907634451985, "loss_rpn_cls": 0.001151723436237262, "loss_rpn_loc": 0.0023350092269538436, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390168130397797, "total_loss": 0.05869131585825471}
{"data_time": 0.004192648455500603, "eta_seconds": 44162.0647437484, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4092244418331375, "fast_rcnn/fg_cls_accuracy": 0.5907755581668626, "iteration": 158059, "loss_box_reg": 0.007776128564728424, "loss_cls": 0.04302698466926813, "loss_rpn_cls": 0.001121695623311325, "loss_rpn_loc": 0.0025347997470817063, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.542683114297688, "total_loss": 0.0552058839879237}
{"data_time": 0.004048453411087394, "eta_seconds": 44140.51964927162, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3550420168067227, "fast_rcnn/fg_cls_accuracy": 0.6096938775510203, "iteration": 158079, "loss_box_reg": 0.007454865030013025, "loss_cls": 0.040774968278128654, "loss_rpn_cls": 0.0007181129911373318, "loss_rpn_loc": 0.002106216001266148, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5393576461356133, "total_loss": 0.05229450636704769}
{"data_time": 0.003833954920992255, "eta_seconds": 44140.50676191086, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42943548387096775, "fast_rcnn/fg_cls_accuracy": 0.5705645161290323, "iteration": 158099, "loss_box_reg": 0.0068734195083379745, "loss_cls": 0.041232795920223, "loss_rpn_cls": 0.0007340817541034994, "loss_rpn_loc": 0.001993897316424409, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.535984372952953, "total_loss": 0.051178122636997614}
{"data_time": 0.004007041221484542, "eta_seconds": 44147.92432703823, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2658119658119658, "fast_rcnn/fg_cls_accuracy": 0.7341880341880342, "iteration": 158119, "loss_box_reg": 0.007549183384981006, "loss_cls": 0.043159111752174795, "loss_rpn_cls": 0.0007814510820480791, "loss_rpn_loc": 0.0022175241374498, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5447098505683243, "total_loss": 0.055665380797336184}
{"data_time": 0.0038814193103462458, "eta_seconds": 44126.38785741222, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3915966386554622, "fast_rcnn/fg_cls_accuracy": 0.6084033613445379, "iteration": 158139, "loss_box_reg": 0.007964111428009346, "loss_cls": 0.04415958106983453, "loss_rpn_cls": 0.0005129264014556156, "loss_rpn_loc": 0.0021674067374988226, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.53399921907112, "total_loss": 0.054209488054141275}
{"data_time": 0.003790255868807435, "eta_seconds": 44115.607049003476, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2620137299771167, "fast_rcnn/fg_cls_accuracy": 0.6727688787185355, "iteration": 158159, "loss_box_reg": 0.007464326801709831, "loss_cls": 0.04114794114138931, "loss_rpn_cls": 0.0006236247847937193, "loss_rpn_loc": 0.002019545812800061, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5403110384941101, "total_loss": 0.05021642396582138}
{"data_time": 0.0039441767148673534, "eta_seconds": 44110.22376255249, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4166666666666667, "fast_rcnn/fg_cls_accuracy": 0.5833333333333334, "iteration": 158179, "loss_box_reg": 0.008091781084658578, "loss_cls": 0.04421855474356562, "loss_rpn_cls": 0.0007953502275199753, "loss_rpn_loc": 0.0017031128554663155, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376248804386705, "total_loss": 0.056143237486896425}
{"data_time": 0.00392881385050714, "eta_seconds": 44094.04543218599, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3839957035445757, "fast_rcnn/fg_cls_accuracy": 0.5712918660287081, "iteration": 158199, "loss_box_reg": 0.007603141973959282, "loss_cls": 0.04560454923193902, "loss_rpn_cls": 0.0005550395312639012, "loss_rpn_loc": 0.0018124552443623543, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5338023314252496, "total_loss": 0.056805259825864596}
{"data_time": 0.0038195487577468157, "eta_seconds": 44062.97377489135, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5002836074872377, "fast_rcnn/fg_cls_accuracy": 0.49971639251276234, "iteration": 158219, "loss_box_reg": 0.007404919917462394, "loss_cls": 0.04321732820244506, "loss_rpn_cls": 0.0005918540390723592, "loss_rpn_loc": 0.0022290031101874774, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5363025621045381, "total_loss": 0.054728471318640004}
{"data_time": 0.004134909017011523, "eta_seconds": 44054.30874921079, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3706636500754148, "fast_rcnn/fg_cls_accuracy": 0.6293363499245852, "iteration": 158239, "loss_box_reg": 0.00859289788058959, "loss_cls": 0.03919841884635389, "loss_rpn_cls": 0.0009707535862446548, "loss_rpn_loc": 0.002299535019119503, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5468840289395303, "total_loss": 0.05190636361146517}
{"data_time": 0.00361652672290802, "eta_seconds": 44037.71415314544, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3113143631436315, "fast_rcnn/fg_cls_accuracy": 0.6886856368563685, "iteration": 158259, "loss_box_reg": 0.007965893106302246, "loss_cls": 0.04497210442787036, "loss_rpn_cls": 0.0011966962221094946, "loss_rpn_loc": 0.002305488704223535, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5418131391052157, "total_loss": 0.05652077131776423}
{"data_time": 0.004170491825789213, "eta_seconds": 44026.939214215614, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3651515151515151, "fast_rcnn/fg_cls_accuracy": 0.6238095238095238, "iteration": 158279, "loss_box_reg": 0.007684426236664876, "loss_cls": 0.04431432031560689, "loss_rpn_cls": 0.0009427767180909541, "loss_rpn_loc": 0.00222249617036141, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5347340339794755, "total_loss": 0.05748361439418659}
{"data_time": 0.0037607578560709953, "eta_seconds": 44013.0577304184, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.4252657911194496, "fast_rcnn/fg_cls_accuracy": 0.5747342088805503, "iteration": 158299, "loss_box_reg": 0.007711020807619207, "loss_cls": 0.04474482388468459, "loss_rpn_cls": 0.0010681528910936322, "loss_rpn_loc": 0.002135413134965347, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396375346463174, "total_loss": 0.05593268920677019}
{"data_time": 0.0041495130863040686, "eta_seconds": 43997.369190007215, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4211822660098522, "fast_rcnn/fg_cls_accuracy": 0.5788177339901477, "iteration": 158319, "loss_box_reg": 0.007118929177522659, "loss_cls": 0.04188190621789545, "loss_rpn_cls": 0.0007798482237149074, "loss_rpn_loc": 0.0021208214238868095, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5340743688866496, "total_loss": 0.05293104589395625}
{"data_time": 0.0035946418065577745, "eta_seconds": 43986.5962148502, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3649193548387097, "fast_rcnn/fg_cls_accuracy": 0.5924603174603174, "iteration": 158339, "loss_box_reg": 0.007895614879089408, "loss_cls": 0.04470215816400014, "loss_rpn_cls": 0.0009377138574393484, "loss_rpn_loc": 0.0020170696479908656, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5371327204629779, "total_loss": 0.056498126654162206}
{"data_time": 0.004494901513680816, "eta_seconds": 43975.823239693185, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4807692307692308, "fast_rcnn/fg_cls_accuracy": 0.42647058823529416, "iteration": 158359, "loss_box_reg": 0.008356805716175586, "loss_cls": 0.04140742018353194, "loss_rpn_cls": 0.0008652682297451975, "loss_rpn_loc": 0.002762142872597906, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358197875320911, "total_loss": 0.05597463019182669}
{"data_time": 0.004084704210981727, "eta_seconds": 43969.96101656626, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25595238095238093, "fast_rcnn/fg_cls_accuracy": 0.696195652173913, "iteration": 158379, "loss_box_reg": 0.007869253895478323, "loss_cls": 0.04351574555039406, "loss_rpn_cls": 0.0008803447925629371, "loss_rpn_loc": 0.0022051241030567326, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5474378049839288, "total_loss": 0.05556152404108161}
{"data_time": 0.004407376050949097, "eta_seconds": 43968.097849149955, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.46546546546546547, "fast_rcnn/fg_cls_accuracy": 0.5345345345345345, "iteration": 158399, "loss_box_reg": 0.008366462687263265, "loss_cls": 0.042891074321232736, "loss_rpn_cls": 0.0005579389762715437, "loss_rpn_loc": 0.002321423242392484, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5443105809390545, "total_loss": 0.05462772579679154}
{"data_time": 0.0037750431802123785, "eta_seconds": 43952.92836857587, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24375, "fast_rcnn/fg_cls_accuracy": 0.75625, "iteration": 158419, "loss_box_reg": 0.007809099915903062, "loss_cls": 0.043903142446652055, "loss_rpn_cls": 0.0008193820437156774, "loss_rpn_loc": 0.0018698571711865952, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5293210495728999, "total_loss": 0.05520032440892919}
{"data_time": 0.003912079380825162, "eta_seconds": 43923.39617002127, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5678746928746929, "fast_rcnn/fg_cls_accuracy": 0.4284090909090909, "iteration": 158439, "loss_box_reg": 0.00775185864767991, "loss_cls": 0.04734012926928699, "loss_rpn_cls": 0.0010110396537470479, "loss_rpn_loc": 0.002024297122261487, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5270430624950677, "total_loss": 0.05853710720759864}
{"data_time": 0.0035448709968477488, "eta_seconds": 43896.930971719325, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3573000733675715, "fast_rcnn/fg_cls_accuracy": 0.6145390070921986, "iteration": 158459, "loss_box_reg": 0.00877471489366144, "loss_cls": 0.043953449407126755, "loss_rpn_cls": 0.0007530308010927911, "loss_rpn_loc": 0.001918295130963088, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5317987101152539, "total_loss": 0.05758075733103851}
{"data_time": 0.003825574414804578, "eta_seconds": 43857.3829411983, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1227106227106227, "fast_rcnn/fg_cls_accuracy": 0.8388278388278387, "iteration": 158479, "loss_box_reg": 0.00856977718649432, "loss_cls": 0.042657968355342746, "loss_rpn_cls": 0.0013371332082385834, "loss_rpn_loc": 0.0019810650555882603, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5355115809943527, "total_loss": 0.05661086571501528}
{"data_time": 0.0037862362805753946, "eta_seconds": 43868.16361705796, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33618331053351574, "fast_rcnn/fg_cls_accuracy": 0.6638166894664843, "iteration": 158499, "loss_box_reg": 0.007363013224676251, "loss_cls": 0.04519307101145387, "loss_rpn_cls": 0.000662682113329538, "loss_rpn_loc": 0.0015440569750353461, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5430436125025153, "total_loss": 0.05546207300193373}
{"data_time": 0.003920968854799867, "eta_seconds": 43863.46706767101, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19960212201591512, "fast_rcnn/fg_cls_accuracy": 0.7234748010610079, "iteration": 158519, "loss_box_reg": 0.007573821203550324, "loss_cls": 0.04226246423786506, "loss_rpn_cls": 0.0006711638811225384, "loss_rpn_loc": 0.0016669535543769598, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384620069526136, "total_loss": 0.052489275283960524}
{"data_time": 0.004331780364736915, "eta_seconds": 43814.60062288982, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.445, "fast_rcnn/fg_cls_accuracy": 0.555, "iteration": 158539, "loss_box_reg": 0.008245376317063347, "loss_cls": 0.04334894358180463, "loss_rpn_cls": 0.0010833573866193547, "loss_rpn_loc": 0.0023373691401502583, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5336204320192337, "total_loss": 0.055904676255181585}
{"data_time": 0.004485432989895344, "eta_seconds": 43814.34383918415, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.301994301994302, "fast_rcnn/fg_cls_accuracy": 0.6961538461538461, "iteration": 158559, "loss_box_reg": 0.007276842225110158, "loss_cls": 0.04173479706514627, "loss_rpn_cls": 0.0008790193586492023, "loss_rpn_loc": 0.002038244769209996, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5389277704525739, "total_loss": 0.05396413839036995}
{"data_time": 0.0039566089399158955, "eta_seconds": 43840.8821040045, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4302656546489564, "fast_rcnn/fg_cls_accuracy": 0.5532212885154062, "iteration": 158579, "loss_box_reg": 0.0071316723769996315, "loss_cls": 0.042480666656047106, "loss_rpn_cls": 0.0005591834092797399, "loss_rpn_loc": 0.0021611932970699854, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5451267592143267, "total_loss": 0.052403331292453004}
{"data_time": 0.0044684200547635555, "eta_seconds": 43835.96176413377, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.47777777777777775, "fast_rcnn/fg_cls_accuracy": 0.5222222222222223, "iteration": 158599, "loss_box_reg": 0.007970932507305406, "loss_cls": 0.04580777318915352, "loss_rpn_cls": 0.000978929988150412, "loss_rpn_loc": 0.002322999154785066, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405431913677603, "total_loss": 0.057826445380555924}
{"data_time": 0.004073418909683824, "eta_seconds": 43825.191389871994, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4147727272727273, "fast_rcnn/fg_cls_accuracy": 0.5852272727272727, "iteration": 158619, "loss_box_reg": 0.007537550118286163, "loss_cls": 0.042918043211102486, "loss_rpn_cls": 0.0007483132444576768, "loss_rpn_loc": 0.0020878328705293825, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5402239847462624, "total_loss": 0.052579514976514474}
{"data_time": 0.003557973075658083, "eta_seconds": 43827.36143438448, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34199134199134196, "fast_rcnn/fg_cls_accuracy": 0.658008658008658, "iteration": 158639, "loss_box_reg": 0.007200163658126257, "loss_cls": 0.04025877267122269, "loss_rpn_cls": 0.0009782279312275932, "loss_rpn_loc": 0.0022863777885504533, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540648095542565, "total_loss": 0.05088000387854663}
{"data_time": 0.004070196067914367, "eta_seconds": 43800.00761630526, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.47363216875411995, "fast_rcnn/fg_cls_accuracy": 0.52636783124588, "iteration": 158659, "loss_box_reg": 0.00779904579394497, "loss_cls": 0.042926510563120246, "loss_rpn_cls": 0.000652721077130991, "loss_rpn_loc": 0.0015987968690751586, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5363934400957078, "total_loss": 0.05183056692766286}
{"data_time": 0.00428543402813375, "eta_seconds": 43787.5940967612, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4913793103448276, "fast_rcnn/fg_cls_accuracy": 0.5086206896551724, "iteration": 158679, "loss_box_reg": 0.007792697957484052, "loss_cls": 0.04395438759820536, "loss_rpn_cls": 0.0006676970905346025, "loss_rpn_loc": 0.0021087305030960124, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399131525773555, "total_loss": 0.0576573544024086}
{"data_time": 0.004136973060667515, "eta_seconds": 43802.52138833958, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.35789473684210527, "fast_rcnn/fg_cls_accuracy": 0.5738095238095238, "iteration": 158699, "loss_box_reg": 0.00806835133698769, "loss_cls": 0.04323172115255147, "loss_rpn_cls": 0.0009240282430482694, "loss_rpn_loc": 0.0023024656366033014, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424564280547202, "total_loss": 0.05542018281732908}
{"data_time": 0.004051763331517577, "eta_seconds": 43774.950920504285, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4166666666666667, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 158719, "loss_box_reg": 0.007992025173734874, "loss_cls": 0.043828266323544085, "loss_rpn_cls": 0.0009892100110846513, "loss_rpn_loc": 0.0016040711416280828, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351356079336256, "total_loss": 0.05538826645931749}
{"data_time": 0.004028473282232881, "eta_seconds": 43764.179657621076, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.38585607940446653, "fast_rcnn/fg_cls_accuracy": 0.6141439205955335, "iteration": 158739, "loss_box_reg": 0.007593372807605192, "loss_cls": 0.0480534874368459, "loss_rpn_cls": 0.0006445448375416163, "loss_rpn_loc": 0.002016341803027899, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5411311141215265, "total_loss": 0.06023998643331652}
{"data_time": 0.004147644620388746, "eta_seconds": 43762.37287299149, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29306122448979594, "fast_rcnn/fg_cls_accuracy": 0.7069387755102041, "iteration": 158759, "loss_box_reg": 0.008280253212433308, "loss_cls": 0.04366109147667885, "loss_rpn_cls": 0.000943540762733619, "loss_rpn_loc": 0.0027540893916011555, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425379385706037, "total_loss": 0.058145111668977734}
{"data_time": 0.0042013011407107115, "eta_seconds": 43747.214532649145, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 158779, "loss_box_reg": 0.007713908766163513, "loss_cls": 0.043590856017544866, "loss_rpn_cls": 0.0009437283274564834, "loss_rpn_loc": 0.002576710567154805, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380171076394618, "total_loss": 0.05419996873678201}
{"data_time": 0.00394654250703752, "eta_seconds": 43727.78998257243, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.420421511627907, "fast_rcnn/fg_cls_accuracy": 0.579578488372093, "iteration": 158799, "loss_box_reg": 0.00812316354131326, "loss_cls": 0.044295407307799906, "loss_rpn_cls": 0.00052321936132671, "loss_rpn_loc": 0.002044056611339329, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5375980194658041, "total_loss": 0.05749175564506004}
{"data_time": 0.004349749069660902, "eta_seconds": 43721.09460608824, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3779239766081871, "fast_rcnn/fg_cls_accuracy": 0.6026315789473684, "iteration": 158819, "loss_box_reg": 0.008423747029155493, "loss_cls": 0.04329061438329518, "loss_rpn_cls": 0.0006620809574542363, "loss_rpn_loc": 0.002075671006423363, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53211003029719, "total_loss": 0.056876210493555845}
{"data_time": 0.004248033277690411, "eta_seconds": 43714.89736255817, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24561403508771928, "fast_rcnn/fg_cls_accuracy": 0.7083333333333333, "iteration": 158839, "loss_box_reg": 0.007991955149918795, "loss_cls": 0.042950318282237276, "loss_rpn_cls": 0.0004901055413029098, "loss_rpn_loc": 0.0018453121192578692, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412033749744296, "total_loss": 0.054689082247762144}
{"data_time": 0.003982764668762684, "eta_seconds": 43708.505524149165, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.334472049689441, "fast_rcnn/fg_cls_accuracy": 0.665527950310559, "iteration": 158859, "loss_box_reg": 0.0072191110521089286, "loss_cls": 0.04178666847292334, "loss_rpn_cls": 0.0012619173710390896, "loss_rpn_loc": 0.0021318762501323363, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5446492850314826, "total_loss": 0.055301715568703}
{"data_time": 0.003511945018544793, "eta_seconds": 43693.35258249752, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4262820512820513, "fast_rcnn/fg_cls_accuracy": 0.5737179487179487, "iteration": 158879, "loss_box_reg": 0.0073395966028328985, "loss_cls": 0.043664650700520724, "loss_rpn_cls": 0.0011643001630119443, "loss_rpn_loc": 0.0017860583211586345, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.530050226021558, "total_loss": 0.054453266145173984}
{"data_time": 0.003618519054725766, "eta_seconds": 43686.958584612235, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.36, "fast_rcnn/fg_cls_accuracy": 0.6399999999999999, "iteration": 158899, "loss_box_reg": 0.007639793358976021, "loss_cls": 0.044018476852215827, "loss_rpn_cls": 0.0008789722519395582, "loss_rpn_loc": 0.001628593769055442, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5379488859325647, "total_loss": 0.055673539045756115}
{"data_time": 0.0041671323124319315, "eta_seconds": 43678.35978234443, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4779647435897436, "fast_rcnn/fg_cls_accuracy": 0.5220352564102564, "iteration": 158919, "loss_box_reg": 0.008248155092587695, "loss_cls": 0.042105679895030335, "loss_rpn_cls": 0.0006754239162773956, "loss_rpn_loc": 0.002862376646589837, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425359525252134, "total_loss": 0.05640097774983133}
{"data_time": 0.0035990681499242783, "eta_seconds": 43674.683018004056, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.426812585499316, "fast_rcnn/fg_cls_accuracy": 0.573187414500684, "iteration": 158939, "loss_box_reg": 0.008030685043195263, "loss_cls": 0.042440967285074294, "loss_rpn_cls": 0.0007273782663332895, "loss_rpn_loc": 0.001856790931924479, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5405935535673052, "total_loss": 0.053320334396175895}
{"data_time": 0.0038179815746843815, "eta_seconds": 43656.81176997046, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4420226678291195, "fast_rcnn/fg_cls_accuracy": 0.5579773321708805, "iteration": 158959, "loss_box_reg": 0.007867212523706257, "loss_cls": 0.04190969589399174, "loss_rpn_cls": 0.0009719796745173426, "loss_rpn_loc": 0.0022979033419687767, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5367347856517881, "total_loss": 0.05593613026087496}
{"data_time": 0.004030445823445916, "eta_seconds": 43646.037763783475, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4593406593406594, "fast_rcnn/fg_cls_accuracy": 0.5406593406593406, "iteration": 158979, "loss_box_reg": 0.008278316556243226, "loss_cls": 0.04470963584026322, "loss_rpn_cls": 0.0011159500282929002, "loss_rpn_loc": 0.002687801214051433, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.536860439227894, "total_loss": 0.057072391188512483}
{"data_time": 0.004337910562753677, "eta_seconds": 43633.09123576991, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3579545454545454, "fast_rcnn/fg_cls_accuracy": 0.6394230769230769, "iteration": 158999, "loss_box_reg": 0.007621381286298856, "loss_cls": 0.04405316698830575, "loss_rpn_cls": 0.0006256712773762274, "loss_rpn_loc": 0.0017215538427990396, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5349945730995387, "total_loss": 0.05643058645983956}
{"data_time": 0.0035875579342246056, "eta_seconds": 43609.444517186144, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.265993265993266, "fast_rcnn/fg_cls_accuracy": 0.734006734006734, "iteration": 159019, "loss_box_reg": 0.007828321220586076, "loss_cls": 0.04143492417642847, "loss_rpn_cls": 0.0013363877869778662, "loss_rpn_loc": 0.002436261633192771, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537876391550526, "total_loss": 0.05471861625210295}
{"data_time": 0.003754708683118224, "eta_seconds": 43592.67518773978, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.296875, "fast_rcnn/fg_cls_accuracy": 0.6875, "iteration": 159039, "loss_box_reg": 0.007798448583343998, "loss_cls": 0.04391379177104682, "loss_rpn_cls": 0.000905684351664604, "loss_rpn_loc": 0.002321773470612243, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.532411586958915, "total_loss": 0.05556953648192575}
{"data_time": 0.003945943899452686, "eta_seconds": 43580.2011966405, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 159059, "loss_box_reg": 0.008017776650376618, "loss_cls": 0.04308383772149682, "loss_rpn_cls": 0.0007507407683533529, "loss_rpn_loc": 0.002294049711053958, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53938347264193, "total_loss": 0.056004190747557914}
{"data_time": 0.003941887989640236, "eta_seconds": 43523.005770288175, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3643410852713178, "fast_rcnn/fg_cls_accuracy": 0.6356589147286822, "iteration": 159079, "loss_box_reg": 0.008285775984404609, "loss_cls": 0.04278824897482991, "loss_rpn_cls": 0.0010604333217543171, "loss_rpn_loc": 0.002547168729506666, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5312153522390872, "total_loss": 0.05575145480327137}
{"data_time": 0.0037693805061280727, "eta_seconds": 43523.6290875203, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4752136752136752, "fast_rcnn/fg_cls_accuracy": 0.5247863247863247, "iteration": 159099, "loss_box_reg": 0.0072615787357790396, "loss_cls": 0.043355315166991204, "loss_rpn_cls": 0.0005240728062290145, "loss_rpn_loc": 0.001969752853256068, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388897305820137, "total_loss": 0.054515610610451404}
{"data_time": 0.0036636446602642536, "eta_seconds": 43483.07671732176, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2786377708978328, "fast_rcnn/fg_cls_accuracy": 0.7213622291021672, "iteration": 159119, "loss_box_reg": 0.008828006859403104, "loss_cls": 0.046733216382563114, "loss_rpn_cls": 0.0006019424232590609, "loss_rpn_loc": 0.002180372153816279, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5350285521708429, "total_loss": 0.05809316530394426}
{"data_time": 0.0039944585878401995, "eta_seconds": 43482.566748234676, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30372807017543857, "fast_rcnn/fg_cls_accuracy": 0.6791666666666667, "iteration": 159139, "loss_box_reg": 0.007317895448068157, "loss_cls": 0.04355924896663055, "loss_rpn_cls": 0.0005294556370927239, "loss_rpn_loc": 0.001865711368736811, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379921970888972, "total_loss": 0.053347585695291855}
{"data_time": 0.004531218437477946, "eta_seconds": 43471.81185607449, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4956140350877193, "fast_rcnn/fg_cls_accuracy": 0.5043859649122807, "iteration": 159159, "loss_box_reg": 0.007697779044974595, "loss_cls": 0.04430674319155514, "loss_rpn_cls": 0.0011725281799783716, "loss_rpn_loc": 0.0019978314976469846, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374014999251813, "total_loss": 0.05741991439714411}
{"data_time": 0.004132291069254279, "eta_seconds": 43466.98791561788, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32750759878419455, "fast_rcnn/fg_cls_accuracy": 0.6724924012158056, "iteration": 159179, "loss_box_reg": 0.00799530342919752, "loss_cls": 0.04235172923654318, "loss_rpn_cls": 0.00092876363794403, "loss_rpn_loc": 0.002298384359164629, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5394290939439088, "total_loss": 0.054881638328311055}
{"data_time": 0.0037375865504145622, "eta_seconds": 43474.96253660158, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.38330170777988615, "fast_rcnn/fg_cls_accuracy": 0.5353174603174603, "iteration": 159199, "loss_box_reg": 0.0075324792705941945, "loss_cls": 0.045116673689335585, "loss_rpn_cls": 0.0009970176414526577, "loss_rpn_loc": 0.0017991576278291177, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405271276831627, "total_loss": 0.05540739170703546}
{"data_time": 0.004021552624180913, "eta_seconds": 43473.44216726138, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.20050215208034433, "fast_rcnn/fg_cls_accuracy": 0.7720588235294117, "iteration": 159219, "loss_box_reg": 0.007144459639675915, "loss_cls": 0.04254829720593989, "loss_rpn_cls": 0.00108096198931662, "loss_rpn_loc": 0.0018228304797958117, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5399961534421891, "total_loss": 0.05302164921272379}
{"data_time": 0.004115424118936062, "eta_seconds": 43468.987352598226, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.29532163742690054, "fast_rcnn/fg_cls_accuracy": 0.6938382541720154, "iteration": 159239, "loss_box_reg": 0.00902392211719416, "loss_cls": 0.04458951053675264, "loss_rpn_cls": 0.0008132189845468929, "loss_rpn_loc": 0.0020186775545880664, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5453476114198565, "total_loss": 0.05869811719878726}
{"data_time": 0.004008554387837648, "eta_seconds": 43458.22250635992, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38391304347826083, "fast_rcnn/fg_cls_accuracy": 0.6160869565217391, "iteration": 159259, "loss_box_reg": 0.007991559949005023, "loss_cls": 0.041649967373814434, "loss_rpn_cls": 0.0009532607386972813, "loss_rpn_loc": 0.0023773776047164574, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5389644850511104, "total_loss": 0.05382842042263292}
{"data_time": 0.004208598053082824, "eta_seconds": 43459.63608031883, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3904761904761905, "fast_rcnn/fg_cls_accuracy": 0.6095238095238096, "iteration": 159279, "loss_box_reg": 0.00819096207851544, "loss_cls": 0.041935536020901054, "loss_rpn_cls": 0.0007242566662171157, "loss_rpn_loc": 0.002732382707108627, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5438514954876155, "total_loss": 0.05436568844811518}
{"data_time": 0.004229414975270629, "eta_seconds": 43448.868216669885, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17083333333333334, "fast_rcnn/fg_cls_accuracy": 0.7986111111111112, "iteration": 159299, "loss_box_reg": 0.008381890802411363, "loss_cls": 0.04315842624055222, "loss_rpn_cls": 0.0008324665595864644, "loss_rpn_loc": 0.0025299359767814167, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538717863149941, "total_loss": 0.0551614243182712}
{"data_time": 0.004724329570308328, "eta_seconds": 43441.91186894965, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.378021978021978, "fast_rcnn/fg_cls_accuracy": 0.621978021978022, "iteration": 159319, "loss_box_reg": 0.007496127858757973, "loss_cls": 0.04420583473984152, "loss_rpn_cls": 0.0010153619227821764, "loss_rpn_loc": 0.00223025529703591, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402021938934922, "total_loss": 0.05562340949063582}
{"data_time": 0.0036968726199120283, "eta_seconds": 43432.41824640264, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777778, "iteration": 159339, "loss_box_reg": 0.00735116537543945, "loss_cls": 0.04445963725447655, "loss_rpn_cls": 0.0006340403083413548, "loss_rpn_loc": 0.0019661888873088174, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5454876059666276, "total_loss": 0.055618620728978385}
{"data_time": 0.0045660678297281265, "eta_seconds": 43423.18482345552, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27906976744186046, "fast_rcnn/fg_cls_accuracy": 0.7198049512378095, "iteration": 159359, "loss_box_reg": 0.007895973132690415, "loss_cls": 0.043004181468859315, "loss_rpn_cls": 0.0005783844407005745, "loss_rpn_loc": 0.0015010463303042343, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.541859564371407, "total_loss": 0.05372719691843031}
{"data_time": 0.004447870654985309, "eta_seconds": 43409.60544349463, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4172494172494172, "fast_rcnn/fg_cls_accuracy": 0.5827505827505828, "iteration": 159379, "loss_box_reg": 0.0074100574711337686, "loss_cls": 0.04408229351975024, "loss_rpn_cls": 0.0006351921134353233, "loss_rpn_loc": 0.0018887348251155345, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5370162883773446, "total_loss": 0.05486512787354059}
{"data_time": 0.00379847246222198, "eta_seconds": 43391.12248820043, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3683982683982684, "fast_rcnn/fg_cls_accuracy": 0.5691176470588235, "iteration": 159399, "loss_box_reg": 0.008223545592045411, "loss_cls": 0.042903670109808445, "loss_rpn_cls": 0.0007602098433494575, "loss_rpn_loc": 0.002550210920162499, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5297511273529381, "total_loss": 0.05448630467559212}
{"data_time": 0.003697263775393367, "eta_seconds": 43384.53989031119, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.38998211091234347, "fast_rcnn/fg_cls_accuracy": 0.6100178890876565, "iteration": 159419, "loss_box_reg": 0.007478863815777004, "loss_cls": 0.042995527503080666, "loss_rpn_cls": 0.0007810426862420172, "loss_rpn_loc": 0.0032595754601061344, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.535887265112251, "total_loss": 0.054452815338748906}
{"data_time": 0.00412490451708436, "eta_seconds": 43380.10680128471, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 159439, "loss_box_reg": 0.007518732076277956, "loss_cls": 0.04391851043328643, "loss_rpn_cls": 0.0007963658605376622, "loss_rpn_loc": 0.0017381867874064483, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396774446126074, "total_loss": 0.05593618487512231}
{"data_time": 0.0037343634758144617, "eta_seconds": 43385.03042122442, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.33874458874458874, "fast_rcnn/fg_cls_accuracy": 0.6612554112554112, "iteration": 159459, "loss_box_reg": 0.008105367800453678, "loss_cls": 0.04739028314361349, "loss_rpn_cls": 0.0009381539302921738, "loss_rpn_loc": 0.0021759270384791307, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5475635481998324, "total_loss": 0.058586385988007805}
{"data_time": 0.004885035799816251, "eta_seconds": 43381.96858957806, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3952380952380952, "fast_rcnn/fg_cls_accuracy": 0.6036036036036037, "iteration": 159479, "loss_box_reg": 0.007704854593612254, "loss_cls": 0.04261230491101742, "loss_rpn_cls": 0.0006500037042656004, "loss_rpn_loc": 0.0021843976101081353, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427970639429986, "total_loss": 0.055757126314745165}
{"data_time": 0.0044024549424648285, "eta_seconds": 43363.48361628223, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.42311276794035413, "fast_rcnn/fg_cls_accuracy": 0.5675675675675675, "iteration": 159499, "loss_box_reg": 0.008491735701682046, "loss_cls": 0.04434547945857048, "loss_rpn_cls": 0.0007215251730485761, "loss_rpn_loc": 0.0018895491084549576, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5336971434298903, "total_loss": 0.05651988302378186}
{"data_time": 0.00377544853836298, "eta_seconds": 43352.71021381114, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2852272727272728, "fast_rcnn/fg_cls_accuracy": 0.7147727272727273, "iteration": 159519, "loss_box_reg": 0.00812236123601906, "loss_cls": 0.042014324804767966, "loss_rpn_cls": 0.0009213195822894704, "loss_rpn_loc": 0.0015993031047401018, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5393436236772686, "total_loss": 0.053507857032286665}
{"data_time": 0.003828683402389288, "eta_seconds": 43344.36559054791, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.20256410256410257, "fast_rcnn/fg_cls_accuracy": 0.7974358974358975, "iteration": 159539, "loss_box_reg": 0.007910286920377985, "loss_cls": 0.043241990671958774, "loss_rpn_cls": 0.0009039002183044431, "loss_rpn_loc": 0.0024179703286790755, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5415620370768011, "total_loss": 0.056340666444974374}
{"data_time": 0.00390976294875145, "eta_seconds": 43333.591584360925, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4611295681063123, "fast_rcnn/fg_cls_accuracy": 0.5388704318936877, "iteration": 159559, "loss_box_reg": 0.007928611157694831, "loss_cls": 0.04472667450318113, "loss_rpn_cls": 0.0006567586876826681, "loss_rpn_loc": 0.0018764678516163258, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403488937299699, "total_loss": 0.056841631330371456}
{"data_time": 0.0038880761712789536, "eta_seconds": 43319.07987373299, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2111111111111111, "fast_rcnn/fg_cls_accuracy": 0.788888888888889, "iteration": 159579, "loss_box_reg": 0.007744102011201903, "loss_cls": 0.043462101952172816, "loss_rpn_cls": 0.0006359997355502855, "loss_rpn_loc": 0.0025248975653084926, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397801110520959, "total_loss": 0.05514603662470563}
{"data_time": 0.004021337954327464, "eta_seconds": 43300.64179970324, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 159599, "loss_box_reg": 0.007087511010468006, "loss_cls": 0.04372053625411354, "loss_rpn_cls": 0.0007347793416556669, "loss_rpn_loc": 0.002140253223842592, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.532630727160722, "total_loss": 0.05375793554736674}
{"data_time": 0.0040209919679909945, "eta_seconds": 43289.87062974274, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3611111111111111, "fast_rcnn/fg_cls_accuracy": 0.6388888888888888, "iteration": 159619, "loss_box_reg": 0.0080758259864524, "loss_cls": 0.044953769829589874, "loss_rpn_cls": 0.0007194322254235885, "loss_rpn_loc": 0.0019532796468411107, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390245460439473, "total_loss": 0.05539627741006825}
{"data_time": 0.0039697198662906885, "eta_seconds": 43270.121954457136, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.425, "fast_rcnn/fg_cls_accuracy": 0.575, "iteration": 159639, "loss_box_reg": 0.007084016251610592, "loss_cls": 0.044201554730534554, "loss_rpn_cls": 0.0009315817655703995, "loss_rpn_loc": 0.0022854043181723682, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5333559501450509, "total_loss": 0.055661164061007185}
{"data_time": 0.004454855108633637, "eta_seconds": 43268.328289821744, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.40588235294117647, "fast_rcnn/fg_cls_accuracy": 0.5941176470588235, "iteration": 159659, "loss_box_reg": 0.007598205178510398, "loss_cls": 0.043136435153428465, "loss_rpn_cls": 0.0009423926268254945, "loss_rpn_loc": 0.001838673764723353, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416424903087318, "total_loss": 0.05331368818400506}
{"data_time": 0.004141651093959808, "eta_seconds": 43250.872734772274, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.47848699763593383, "fast_rcnn/fg_cls_accuracy": 0.5055555555555555, "iteration": 159679, "loss_box_reg": 0.007892861161963083, "loss_cls": 0.04355512745678425, "loss_rpn_cls": 0.0007090919736185697, "loss_rpn_loc": 0.0019529101427906426, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.537594368448481, "total_loss": 0.05664047109667081}
{"data_time": 0.0037814690731465816, "eta_seconds": 43238.57400236023, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4358054226475279, "fast_rcnn/fg_cls_accuracy": 0.5641945773524721, "iteration": 159699, "loss_box_reg": 0.008046031871344894, "loss_cls": 0.041037114104256034, "loss_rpn_cls": 0.0007998719632951179, "loss_rpn_loc": 0.0023529806385340635, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5402460563927889, "total_loss": 0.05311341810613612}
{"data_time": 0.00433716457337141, "eta_seconds": 43229.33372368687, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.279979674796748, "fast_rcnn/fg_cls_accuracy": 0.720020325203252, "iteration": 159719, "loss_box_reg": 0.008175647453754209, "loss_cls": 0.041548692155629396, "loss_rpn_cls": 0.0008324834097379608, "loss_rpn_loc": 0.002021788874117192, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5358074181713164, "total_loss": 0.05507142607257265}
{"data_time": 0.004022365668788552, "eta_seconds": 43231.175176633755, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5903225806451613, "fast_rcnn/fg_cls_accuracy": 0.3612903225806452, "iteration": 159739, "loss_box_reg": 0.007934056731755845, "loss_cls": 0.04547185264527798, "loss_rpn_cls": 0.0012595779082857916, "loss_rpn_loc": 0.002447491649945732, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5426953721325845, "total_loss": 0.056854173827105114}
{"data_time": 0.004057793412357569, "eta_seconds": 43222.12218386005, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5420094007050529, "fast_rcnn/fg_cls_accuracy": 0.4579905992949471, "iteration": 159759, "loss_box_reg": 0.007753372425213456, "loss_cls": 0.044608711381442845, "loss_rpn_cls": 0.0009701979316787401, "loss_rpn_loc": 0.002705920293010422, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5401451627258211, "total_loss": 0.05690256322344567}
{"data_time": 0.004633922129869461, "eta_seconds": 43209.62988057383, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30128205128205127, "fast_rcnn/fg_cls_accuracy": 0.6953846153846154, "iteration": 159779, "loss_box_reg": 0.008904601272661239, "loss_cls": 0.04643227142514661, "loss_rpn_cls": 0.0006516469839539241, "loss_rpn_loc": 0.0019935388008889277, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363879117649049, "total_loss": 0.05814495617858029}
{"data_time": 0.004086019704118371, "eta_seconds": 43186.25570151606, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.22634271099744246, "fast_rcnn/fg_cls_accuracy": 0.7519181585677749, "iteration": 159799, "loss_box_reg": 0.007815902325091884, "loss_cls": 0.043163224298041314, "loss_rpn_cls": 0.0005765247013869157, "loss_rpn_loc": 0.0017397554984199814, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5337601641658694, "total_loss": 0.05320333515942366}
{"data_time": 0.003977255430072546, "eta_seconds": 43183.03670875146, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10533610533610534, "fast_rcnn/fg_cls_accuracy": 0.8834459459459459, "iteration": 159819, "loss_box_reg": 0.00790736178169027, "loss_cls": 0.04407465341500938, "loss_rpn_cls": 0.0007754776103183758, "loss_rpn_loc": 0.00261297261386062, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404571541585028, "total_loss": 0.05527143681206326}
{"data_time": 0.004146358696743846, "eta_seconds": 43164.71669043065, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.47047047047047047, "fast_rcnn/fg_cls_accuracy": 0.5295295295295295, "iteration": 159839, "loss_box_reg": 0.007874578004702926, "loss_cls": 0.044343693065457046, "loss_rpn_cls": 0.0008790864187631087, "loss_rpn_loc": 0.002199170970925479, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5325524494983256, "total_loss": 0.055596355577108625}
{"data_time": 0.004162522032856941, "eta_seconds": 43152.421005008044, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3879598662207358, "fast_rcnn/fg_cls_accuracy": 0.6120401337792643, "iteration": 159859, "loss_box_reg": 0.007990770769538358, "loss_cls": 0.041243041632696986, "loss_rpn_cls": 0.000868535683338223, "loss_rpn_loc": 0.0022014191881680745, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5420953331049532, "total_loss": 0.053899892688065165}
{"data_time": 0.0046049668453633785, "eta_seconds": 43143.177679345245, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.46271050521251, "fast_rcnn/fg_cls_accuracy": 0.53728949478749, "iteration": 159879, "loss_box_reg": 0.0074038373422808945, "loss_cls": 0.044818459427915514, "loss_rpn_cls": 0.0010389208307231002, "loss_rpn_loc": 0.002091669932269724, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380553416907787, "total_loss": 0.056605178620543484}
{"data_time": 0.004486380843445659, "eta_seconds": 43134.46936819819, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40426356589147283, "fast_rcnn/fg_cls_accuracy": 0.5957364341085272, "iteration": 159899, "loss_box_reg": 0.007940745126688853, "loss_cls": 0.04463636688888073, "loss_rpn_cls": 0.0010035276560529383, "loss_rpn_loc": 0.0023646219160582405, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5385109544731677, "total_loss": 0.05671993333726277}
{"data_time": 0.004732455592602491, "eta_seconds": 43116.7580344209, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4867595818815331, "fast_rcnn/fg_cls_accuracy": 0.5071428571428571, "iteration": 159919, "loss_box_reg": 0.0071069586265366524, "loss_cls": 0.043399477493949234, "loss_rpn_cls": 0.0007235190762457933, "loss_rpn_loc": 0.0021996104369463865, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5339574760291725, "total_loss": 0.05195802779144287}
{"data_time": 0.00374799151904881, "eta_seconds": 43100.50672986545, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6261904761904762, "iteration": 159939, "loss_box_reg": 0.00785054953303188, "loss_cls": 0.042111393180675805, "loss_rpn_cls": 0.0004417361947730569, "loss_rpn_loc": 0.0017319319886155427, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5354412198066711, "total_loss": 0.053572140384972045}
{"data_time": 0.0038674729876220226, "eta_seconds": 43092.85433541145, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3931818181818182, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 159959, "loss_box_reg": 0.007360316260019317, "loss_cls": 0.041753274330403656, "loss_rpn_cls": 0.0009696643512597802, "loss_rpn_loc": 0.0016156714900716906, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389812225475907, "total_loss": 0.051182469516334095}
{"data_time": 0.004259444074705243, "eta_seconds": 43078.9728960488, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.36191860465116277, "fast_rcnn/fg_cls_accuracy": 0.6233108108108107, "iteration": 159979, "loss_box_reg": 0.007540238759247586, "loss_cls": 0.04535489424597472, "loss_rpn_cls": 0.000740299263156885, "loss_rpn_loc": 0.0016431269850727404, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5339480633847415, "total_loss": 0.05581474093594352}
{"data_time": 0.0035633379593491554, "eta_seconds": 43071.318945131265, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4754784688995215, "fast_rcnn/fg_cls_accuracy": 0.5245215311004785, "iteration": 159999, "loss_box_reg": 0.00843559912755154, "loss_cls": 0.042936883051879704, "loss_rpn_cls": 0.0006647888303632499, "loss_rpn_loc": 0.002635137803736143, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379018194507807, "total_loss": 0.05617428903451582}
{"data_time": 0.004120413446798921, "eta_seconds": 43060.9999849929, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38400900900900903, "fast_rcnn/fg_cls_accuracy": 0.6159909909909911, "iteration": 160019, "loss_box_reg": 0.008138631732435897, "loss_cls": 0.043115417123772204, "loss_rpn_cls": 0.0004963972241398551, "loss_rpn_loc": 0.0016731397299736273, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5388910654000938, "total_loss": 0.0549286008134402}
{"data_time": 0.004231712780892849, "eta_seconds": 43050.23217764241, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36346586646661666, "fast_rcnn/fg_cls_accuracy": 0.6365341335333834, "iteration": 160039, "loss_box_reg": 0.008334279991686344, "loss_cls": 0.04411755804903805, "loss_rpn_cls": 0.0009563088503909967, "loss_rpn_loc": 0.0019074776100751478, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5324236995074898, "total_loss": 0.05704610988053105}
{"data_time": 0.004452655557543039, "eta_seconds": 43043.704179137014, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3443675889328063, "fast_rcnn/fg_cls_accuracy": 0.6556324110671936, "iteration": 160059, "loss_box_reg": 0.007471069562598132, "loss_cls": 0.042241007438860834, "loss_rpn_cls": 0.0006348887955027749, "loss_rpn_loc": 0.0019690261979121715, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5440094794612378, "total_loss": 0.05288691799626122}
{"data_time": 0.0042424367275089025, "eta_seconds": 43049.75295741926, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.25265957446808507, "fast_rcnn/fg_cls_accuracy": 0.7473404255319149, "iteration": 160079, "loss_box_reg": 0.007494625198887661, "loss_cls": 0.04104437807109207, "loss_rpn_cls": 0.000650079619731514, "loss_rpn_loc": 0.002017904365857248, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423757317475975, "total_loss": 0.05211007247010002}
{"data_time": 0.004070979077368975, "eta_seconds": 43031.462692799745, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.44842657342657344, "fast_rcnn/fg_cls_accuracy": 0.5155844155844156, "iteration": 160099, "loss_box_reg": 0.007494519028114155, "loss_cls": 0.04375337477540597, "loss_rpn_cls": 0.0007052129760722892, "loss_rpn_loc": 0.002200535358497291, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5281507929321378, "total_loss": 0.05630820043069207}
{"data_time": 0.004099659388884902, "eta_seconds": 43026.4948640645, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.19842657342657344, "fast_rcnn/fg_cls_accuracy": 0.8015734265734266, "iteration": 160119, "loss_box_reg": 0.00740173869417049, "loss_cls": 0.04220484656980261, "loss_rpn_cls": 0.0008045965143708145, "loss_rpn_loc": 0.002215932876424631, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5355424056760967, "total_loss": 0.054126996374179726}
{"data_time": 0.004219864495098591, "eta_seconds": 43020.94856792246, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4029605263157895, "fast_rcnn/fg_cls_accuracy": 0.5970394736842105, "iteration": 160139, "loss_box_reg": 0.007189506839495152, "loss_cls": 0.04198395018465817, "loss_rpn_cls": 0.001221219853960065, "loss_rpn_loc": 0.0021189433173276484, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412163145374507, "total_loss": 0.05378007696172915}
{"data_time": 0.0037669872399419546, "eta_seconds": 43021.056306500686, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.17317073170731706, "fast_rcnn/fg_cls_accuracy": 0.8117647058823529, "iteration": 160159, "loss_box_reg": 0.007176338753197342, "loss_cls": 0.04333609854802489, "loss_rpn_cls": 0.000830605425804265, "loss_rpn_loc": 0.0021466512607730692, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406579258851707, "total_loss": 0.055813390824425824}
{"data_time": 0.00462998915463686, "eta_seconds": 43004.64074290381, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.29532967032967034, "fast_rcnn/fg_cls_accuracy": 0.6854395604395604, "iteration": 160179, "loss_box_reg": 0.00818507416988723, "loss_cls": 0.04225608694832772, "loss_rpn_cls": 0.0007064150939868341, "loss_rpn_loc": 0.002603957601422735, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425851175095886, "total_loss": 0.05447293711091561}
{"data_time": 0.004877988714724779, "eta_seconds": 42999.50294103357, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.30992063492063493, "fast_rcnn/fg_cls_accuracy": 0.653968253968254, "iteration": 160199, "loss_box_reg": 0.008056570106418803, "loss_cls": 0.044787663442548364, "loss_rpn_cls": 0.0008689304659128538, "loss_rpn_loc": 0.0024714558148843935, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5461141231935471, "total_loss": 0.05557405455579101}
{"data_time": 0.004511573817580938, "eta_seconds": 42991.53780301404, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3509852216748769, "fast_rcnn/fg_cls_accuracy": 0.6490147783251232, "iteration": 160219, "loss_box_reg": 0.007274560921359807, "loss_cls": 0.04280936089344323, "loss_rpn_cls": 0.0009159211293763292, "loss_rpn_loc": 0.0018764630440273322, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5412036525085568, "total_loss": 0.05440029074816266}
{"data_time": 0.003930405946448445, "eta_seconds": 42972.31493334775, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4901889534883721, "fast_rcnn/fg_cls_accuracy": 0.4855653568564555, "iteration": 160239, "loss_box_reg": 0.008058490144321695, "loss_cls": 0.04560290463268757, "loss_rpn_cls": 0.0015374398260235012, "loss_rpn_loc": 0.0017541244906169595, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357454209588468, "total_loss": 0.058269915605364986}
{"data_time": 0.0038312235847115517, "eta_seconds": 42961.53966349573, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4375, "fast_rcnn/fg_cls_accuracy": 0.5625, "iteration": 160259, "loss_box_reg": 0.008385762659600005, "loss_cls": 0.04525376728270203, "loss_rpn_cls": 0.0004972875134399146, "loss_rpn_loc": 0.001860820271758712, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381070729345083, "total_loss": 0.05635663970605265}
{"data_time": 0.004246689612045884, "eta_seconds": 42942.02219089377, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38006535947712417, "fast_rcnn/fg_cls_accuracy": 0.6085858585858586, "iteration": 160279, "loss_box_reg": 0.007198609164333902, "loss_cls": 0.042185088037513196, "loss_rpn_cls": 0.0007777840139624459, "loss_rpn_loc": 0.0019324764471093658, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5365368055645376, "total_loss": 0.052937702427925615}
{"data_time": 0.004024123074486852, "eta_seconds": 42931.24911424122, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4272486772486772, "fast_rcnn/fg_cls_accuracy": 0.5727513227513228, "iteration": 160299, "loss_box_reg": 0.007378724170848727, "loss_cls": 0.042341855354607105, "loss_rpn_cls": 0.000944293028624088, "loss_rpn_loc": 0.0023140554112615064, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389476991258562, "total_loss": 0.05627909259624175}
{"data_time": 0.004549477947875857, "eta_seconds": 42916.54846718791, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4849267872523686, "fast_rcnn/fg_cls_accuracy": 0.5034453057708872, "iteration": 160319, "loss_box_reg": 0.00763311458285898, "loss_cls": 0.045105581637471914, "loss_rpn_cls": 0.0009326583324309468, "loss_rpn_loc": 0.0021912503652856685, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5395548299420625, "total_loss": 0.05756340983771224}
{"data_time": 0.004067440051585436, "eta_seconds": 42902.208352475194, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.6041666666666666, "fast_rcnn/fg_cls_accuracy": 0.3344961240310077, "iteration": 160339, "loss_box_reg": 0.007015587238129228, "loss_cls": 0.044999623380135745, "loss_rpn_cls": 0.0007796707665193026, "loss_rpn_loc": 0.0024602776611573063, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376493583898991, "total_loss": 0.05460149031750916}
{"data_time": 0.004539034096524119, "eta_seconds": 42895.004285529954, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3157894736842105, "fast_rcnn/fg_cls_accuracy": 0.5935672514619883, "iteration": 160359, "loss_box_reg": 0.007493833254557103, "loss_cls": 0.043089762155432254, "loss_rpn_cls": 0.000457368121374202, "loss_rpn_loc": 0.002287491481183679, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.541182822547853, "total_loss": 0.05417906602713174}
{"data_time": 0.004315992817282677, "eta_seconds": 42877.47839159169, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.7, "iteration": 160379, "loss_box_reg": 0.007445680064847693, "loss_cls": 0.04372275061905384, "loss_rpn_cls": 0.0006628145397939988, "loss_rpn_loc": 0.0020913934022246394, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5327464444562793, "total_loss": 0.05471090729292882}
{"data_time": 0.004549774574115872, "eta_seconds": 42888.675575577654, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.49, "fast_rcnn/fg_cls_accuracy": 0.51, "iteration": 160399, "loss_box_reg": 0.008567205135477707, "loss_cls": 0.04631262912880629, "loss_rpn_cls": 0.000619392450516898, "loss_rpn_loc": 0.0023668963985983282, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5437619974836707, "total_loss": 0.05973117310014686}
{"data_time": 0.004083938896656036, "eta_seconds": 42883.52158809872, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.48198757763975153, "fast_rcnn/fg_cls_accuracy": 0.5180124223602485, "iteration": 160419, "loss_box_reg": 0.007880764693254605, "loss_cls": 0.04148929420625791, "loss_rpn_cls": 0.0006168625244526993, "loss_rpn_loc": 0.00253263001650339, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5420932050328702, "total_loss": 0.052638506669154594}
{"data_time": 0.0044611424673348665, "eta_seconds": 42867.12374805007, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3956521739130435, "fast_rcnn/fg_cls_accuracy": 0.6043478260869566, "iteration": 160439, "loss_box_reg": 0.008388574235141277, "loss_cls": 0.04394498676992953, "loss_rpn_cls": 0.0008312520905064957, "loss_rpn_loc": 0.0022026809165254235, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.53415985009633, "total_loss": 0.054967469878306474}
{"data_time": 0.003919139504432678, "eta_seconds": 42835.84174907184, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4338578088578089, "fast_rcnn/fg_cls_accuracy": 0.5661421911421911, "iteration": 160459, "loss_box_reg": 0.007932992157293484, "loss_cls": 0.045767685398459435, "loss_rpn_cls": 0.0006626674626204476, "loss_rpn_loc": 0.002020557723881211, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380713713821024, "total_loss": 0.056781838140295804}
{"data_time": 0.004589193966239691, "eta_seconds": 42823.62641988625, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44590643274853803, "fast_rcnn/fg_cls_accuracy": 0.554093567251462, "iteration": 160479, "loss_box_reg": 0.007983523566508666, "loss_cls": 0.04383666068315506, "loss_rpn_cls": 0.0009326386574457501, "loss_rpn_loc": 0.001823625269025797, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5430593388155103, "total_loss": 0.055967973583790354}
{"data_time": 0.0034189538564532995, "eta_seconds": 42814.300233753165, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.22956989247311826, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 160499, "loss_box_reg": 0.007208489099866711, "loss_cls": 0.042167054140008986, "loss_rpn_cls": 0.00038059452469951793, "loss_rpn_loc": 0.002318722843483556, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5340359329711646, "total_loss": 0.05315838457636346}
{"data_time": 0.0037438434083014727, "eta_seconds": 42802.08563120407, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4276261373035567, "fast_rcnn/fg_cls_accuracy": 0.5723738626964434, "iteration": 160519, "loss_box_reg": 0.007618659743457101, "loss_cls": 0.043156784609891474, "loss_rpn_cls": 0.0005382745010820145, "loss_rpn_loc": 0.0020847129853791557, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341483771335334, "total_loss": 0.05355212525253705}
{"data_time": 0.003976315958425403, "eta_seconds": 42787.63447171147, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28194444444444444, "fast_rcnn/fg_cls_accuracy": 0.7180555555555556, "iteration": 160539, "loss_box_reg": 0.008031496807234362, "loss_cls": 0.045797608501743525, "loss_rpn_cls": 0.0005514454459216722, "loss_rpn_loc": 0.0024110290523822187, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374429293442518, "total_loss": 0.056749281068277924}
{"data_time": 0.0037365215830504894, "eta_seconds": 42776.86500380351, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.384453781512605, "fast_rcnn/fg_cls_accuracy": 0.5857843137254902, "iteration": 160559, "loss_box_reg": 0.0077052035194355994, "loss_cls": 0.042951415525749326, "loss_rpn_cls": 0.0011177900250061157, "loss_rpn_loc": 0.0023946118308231235, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5381168818566948, "total_loss": 0.05552463813432951}
{"data_time": 0.004024073947221041, "eta_seconds": 42760.958982903045, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.346875, "fast_rcnn/fg_cls_accuracy": 0.653125, "iteration": 160579, "loss_box_reg": 0.007595318427775055, "loss_cls": 0.04151583416387439, "loss_rpn_cls": 0.0008815889129323295, "loss_rpn_loc": 0.0019402235011511948, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5311634896788746, "total_loss": 0.05307072542336755}
{"data_time": 0.0039357340428978205, "eta_seconds": 42760.44644545647, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25914634146341464, "fast_rcnn/fg_cls_accuracy": 0.6953991130820398, "iteration": 160599, "loss_box_reg": 0.007982315582921728, "loss_cls": 0.043184227077290416, "loss_rpn_cls": 0.0005317863269738154, "loss_rpn_loc": 0.0017859184754343005, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390371140092611, "total_loss": 0.05500724452508621}
{"data_time": 0.004350946517661214, "eta_seconds": 42748.23365949863, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.330950378469302, "fast_rcnn/fg_cls_accuracy": 0.6246305418719211, "iteration": 160619, "loss_box_reg": 0.007194118283223361, "loss_cls": 0.04218720959033817, "loss_rpn_cls": 0.0007881996523337875, "loss_rpn_loc": 0.001924567821333767, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.537556272232905, "total_loss": 0.05200855416205741}
{"data_time": 0.003813117975369096, "eta_seconds": 42740.640427069506, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30423620025673936, "fast_rcnn/fg_cls_accuracy": 0.6957637997432606, "iteration": 160639, "loss_box_reg": 0.007470496610039845, "loss_cls": 0.03903875849209726, "loss_rpn_cls": 0.0009262255996418389, "loss_rpn_loc": 0.0019866447219101246, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5386391091160476, "total_loss": 0.0519834350985775}
{"data_time": 0.00369194895029068, "eta_seconds": 42728.13417247846, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34748010610079577, "fast_rcnn/fg_cls_accuracy": 0.6525198938992043, "iteration": 160659, "loss_box_reg": 0.008449340908555314, "loss_cls": 0.04289405114832334, "loss_rpn_cls": 0.0007475045316596152, "loss_rpn_loc": 0.002649479878527927, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442480414640158, "total_loss": 0.05634166589152301}
{"data_time": 0.004102932754904032, "eta_seconds": 42717.36341481912, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.475, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 160679, "loss_box_reg": 0.008052535820752382, "loss_cls": 0.04685815778793767, "loss_rpn_cls": 0.0014422102653952606, "loss_rpn_loc": 0.0024455847596982494, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5294596645981073, "total_loss": 0.060056799171889}
{"data_time": 0.003961215959861875, "eta_seconds": 42701.479097721865, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4115612648221344, "fast_rcnn/fg_cls_accuracy": 0.5884387351778657, "iteration": 160699, "loss_box_reg": 0.007423865667078644, "loss_cls": 0.048857599147595465, "loss_rpn_cls": 0.0010290509808328352, "loss_rpn_loc": 0.0021922215601080097, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5333674089051783, "total_loss": 0.05974358936441604}
{"data_time": 0.0035612958017736673, "eta_seconds": 42685.694196097786, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4529505582137161, "fast_rcnn/fg_cls_accuracy": 0.5384353741496599, "iteration": 160719, "loss_box_reg": 0.007200966734671965, "loss_cls": 0.04146256681997329, "loss_rpn_cls": 0.0012306813108580172, "loss_rpn_loc": 0.0020881274012936046, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367646999657154, "total_loss": 0.053647423648385484}
{"data_time": 0.0037380375433713198, "eta_seconds": 42668.27104514954, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 160739, "loss_box_reg": 0.00714743034041021, "loss_cls": 0.04365935281384736, "loss_rpn_cls": 0.0010259083330765861, "loss_rpn_loc": 0.001716984472295735, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5417066467925906, "total_loss": 0.05607824900096148}
{"data_time": 0.004082767758518457, "eta_seconds": 42650.11756216595, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.36626016260162597, "fast_rcnn/fg_cls_accuracy": 0.633739837398374, "iteration": 160759, "loss_box_reg": 0.0074446405924391, "loss_cls": 0.043853654875420034, "loss_rpn_cls": 0.0006095992985137855, "loss_rpn_loc": 0.0031552734944853, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5391010069288313, "total_loss": 0.05608981516070344}
{"data_time": 0.004432907793670893, "eta_seconds": 42639.35290307226, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36978221415607987, "fast_rcnn/fg_cls_accuracy": 0.6302177858439202, "iteration": 160779, "loss_box_reg": 0.00760939932661131, "loss_cls": 0.04509942093864083, "loss_rpn_cls": 0.0006421892803132323, "loss_rpn_loc": 0.0019196394350728951, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364029137417674, "total_loss": 0.05610847799687235}
{"data_time": 0.00393724488094449, "eta_seconds": 42635.97147458256, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4278074866310161, "fast_rcnn/fg_cls_accuracy": 0.5468137254901961, "iteration": 160799, "loss_box_reg": 0.008847334218444303, "loss_cls": 0.04546430698246695, "loss_rpn_cls": 0.0008603157950801688, "loss_rpn_loc": 0.002196793066104874, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375590636394918, "total_loss": 0.057442983493046995}
{"data_time": 0.004254637286067009, "eta_seconds": 42617.82358488487, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2456896551724138, "fast_rcnn/fg_cls_accuracy": 0.7533783783783784, "iteration": 160819, "loss_box_reg": 0.0073405706498306245, "loss_cls": 0.04122408968396485, "loss_rpn_cls": 0.0009612855801606202, "loss_rpn_loc": 0.002367499197134748, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390060043428093, "total_loss": 0.054305173940520035}
{"data_time": 0.004325630608946085, "eta_seconds": 42617.36440257006, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.12771739130434784, "fast_rcnn/fg_cls_accuracy": 0.8568548387096775, "iteration": 160839, "loss_box_reg": 0.00823605913319625, "loss_cls": 0.04204048006795347, "loss_rpn_cls": 0.0009052813648224856, "loss_rpn_loc": 0.0019482048628560733, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5393318627029657, "total_loss": 0.05477847850249873}
{"data_time": 0.003953245468437672, "eta_seconds": 42606.59713980113, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.302790346907994, "fast_rcnn/fg_cls_accuracy": 0.697209653092006, "iteration": 160859, "loss_box_reg": 0.008039879408897832, "loss_cls": 0.04509750718716532, "loss_rpn_cls": 0.0009787584021978546, "loss_rpn_loc": 0.001841662477090722, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5435795744415373, "total_loss": 0.056959352630201465}
{"data_time": 0.004262602888047695, "eta_seconds": 42591.141327983234, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3940476190476191, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 160879, "loss_box_reg": 0.00738093230756931, "loss_cls": 0.04304980312008411, "loss_rpn_cls": 0.000994235204530014, "loss_rpn_loc": 0.0019114093629468698, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370858861133456, "total_loss": 0.05309402441025668}
{"data_time": 0.0035436549223959446, "eta_seconds": 42594.398242461495, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 160899, "loss_box_reg": 0.007237519515911117, "loss_cls": 0.04127354023512453, "loss_rpn_cls": 0.00046358780389255116, "loss_rpn_loc": 0.0019796660817519296, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5417308264877647, "total_loss": 0.05167768017031449}
{"data_time": 0.004713818896561861, "eta_seconds": 42593.67091481085, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3536931818181818, "fast_rcnn/fg_cls_accuracy": 0.6463068181818181, "iteration": 160919, "loss_box_reg": 0.00760603291564621, "loss_cls": 0.043425172625575215, "loss_rpn_cls": 0.0005686213552280606, "loss_rpn_loc": 0.002687767715542577, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5401289018336684, "total_loss": 0.055917857285010086}
{"data_time": 0.004320039413869381, "eta_seconds": 42593.96625326434, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5487974098057354, "fast_rcnn/fg_cls_accuracy": 0.45120259019426456, "iteration": 160939, "loss_box_reg": 0.008458505268208683, "loss_cls": 0.046424351865425706, "loss_rpn_cls": 0.0008272349360254339, "loss_rpn_loc": 0.001826585174057982, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5411664096172899, "total_loss": 0.058566200829318404}
{"data_time": 0.004058623220771551, "eta_seconds": 42600.50727199344, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22578828828828829, "fast_rcnn/fg_cls_accuracy": 0.718018018018018, "iteration": 160959, "loss_box_reg": 0.007868345215683803, "loss_cls": 0.04421753989299759, "loss_rpn_cls": 0.0006258680155326601, "loss_rpn_loc": 0.001927679102664115, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5519802956841886, "total_loss": 0.05601656946714684}
{"data_time": 0.004212961765006185, "eta_seconds": 42596.40196899674, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.29864864864864865, "fast_rcnn/fg_cls_accuracy": 0.7013513513513514, "iteration": 160979, "loss_box_reg": 0.007589105065562762, "loss_cls": 0.04405690950807184, "loss_rpn_cls": 0.0008537009751989899, "loss_rpn_loc": 0.0020742289270856418, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53841492254287, "total_loss": 0.056044204455815816}
{"data_time": 0.0038085735868662596, "eta_seconds": 42585.6209356084, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.48914728682170544, "fast_rcnn/fg_cls_accuracy": 0.5108527131782945, "iteration": 160999, "loss_box_reg": 0.008048211399000138, "loss_cls": 0.04309122764971107, "loss_rpn_cls": 0.0009524734719548178, "loss_rpn_loc": 0.0018429651390761137, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5334030820522457, "total_loss": 0.05484049441596994}
{"data_time": 0.0040374998934566975, "eta_seconds": 42574.83990222006, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4018661518661519, "fast_rcnn/fg_cls_accuracy": 0.5981338481338482, "iteration": 161019, "loss_box_reg": 0.007411969199893065, "loss_cls": 0.042248561047017574, "loss_rpn_cls": 0.00039184105617096066, "loss_rpn_loc": 0.0019051782855967758, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381748031359166, "total_loss": 0.05333515075813011}
{"data_time": 0.004541973117738962, "eta_seconds": 42575.409833414014, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.432328190743338, "fast_rcnn/fg_cls_accuracy": 0.5676718092566619, "iteration": 161039, "loss_box_reg": 0.008191420696675777, "loss_cls": 0.04455269034951925, "loss_rpn_cls": 0.0008892614375781704, "loss_rpn_loc": 0.0016951226243691053, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5430736385751516, "total_loss": 0.056904066827769384}
{"data_time": 0.004398823948577046, "eta_seconds": 42567.422056673095, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.27717391304347827, "fast_rcnn/fg_cls_accuracy": 0.7228260869565217, "iteration": 161059, "loss_box_reg": 0.007388129102764651, "loss_cls": 0.04188916808925569, "loss_rpn_cls": 0.0008496085804381437, "loss_rpn_loc": 0.002320510564459255, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5462175263091922, "total_loss": 0.05342955352739409}
{"data_time": 0.004115612944588065, "eta_seconds": 42553.84201647481, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4446144430844553, "fast_rcnn/fg_cls_accuracy": 0.5553855569155447, "iteration": 161079, "loss_box_reg": 0.007775427380693145, "loss_cls": 0.03995019436115399, "loss_rpn_cls": 0.0008807271178739029, "loss_rpn_loc": 0.0017576179234310985, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350419613532722, "total_loss": 0.05197373298392449}
{"data_time": 0.0038955153431743383, "eta_seconds": 42545.12705677957, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.41133816743572843, "fast_rcnn/fg_cls_accuracy": 0.5776053215077606, "iteration": 161099, "loss_box_reg": 0.008624417270766571, "loss_cls": 0.04480407718801871, "loss_rpn_cls": 0.0010372864677492544, "loss_rpn_loc": 0.0026482485754968366, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5327652022242546, "total_loss": 0.0568795938172002}
{"data_time": 0.003917692461982369, "eta_seconds": 42532.274199535605, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35384615384615387, "fast_rcnn/fg_cls_accuracy": 0.6461538461538461, "iteration": 161119, "loss_box_reg": 0.007503214059397578, "loss_cls": 0.04372527409577742, "loss_rpn_cls": 0.0006161445115537845, "loss_rpn_loc": 0.002464381523168413, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.534122816985473, "total_loss": 0.05694459709275179}
{"data_time": 0.004298515617847443, "eta_seconds": 42518.359843571205, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.34959349593495936, "fast_rcnn/fg_cls_accuracy": 0.6504065040650406, "iteration": 161139, "loss_box_reg": 0.00716091541107744, "loss_cls": 0.0437035319628194, "loss_rpn_cls": 0.0010491787415958242, "loss_rpn_loc": 0.0018534826303948648, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5370738031342626, "total_loss": 0.055598104879436505}
{"data_time": 0.003995021339505911, "eta_seconds": 42496.931167172035, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.24019607843137253, "fast_rcnn/fg_cls_accuracy": 0.7598039215686274, "iteration": 161159, "loss_box_reg": 0.007015790150035173, "loss_cls": 0.042503389180637896, "loss_rpn_cls": 0.0015516673572619766, "loss_rpn_loc": 0.001549756900203647, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5332222564611584, "total_loss": 0.053372377323739784}
{"data_time": 0.004342120373621583, "eta_seconds": 42481.934485720005, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4488095238095238, "fast_rcnn/fg_cls_accuracy": 0.5511904761904762, "iteration": 161179, "loss_box_reg": 0.007464268681360409, "loss_cls": 0.044362768065184355, "loss_rpn_cls": 0.0011195054893349266, "loss_rpn_loc": 0.0021502581166714663, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538497208384797, "total_loss": 0.05614801020794857}
{"data_time": 0.003948875702917576, "eta_seconds": 42451.726574918255, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3388888888888889, "fast_rcnn/fg_cls_accuracy": 0.6611111111111111, "iteration": 161199, "loss_box_reg": 0.008251370571088046, "loss_cls": 0.04451447504106909, "loss_rpn_cls": 0.0008056140138705814, "loss_rpn_loc": 0.0021916287405474577, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5356955514289439, "total_loss": 0.05570370433554217}
{"data_time": 0.0038267443887889385, "eta_seconds": 42432.088470551884, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4053030303030303, "fast_rcnn/fg_cls_accuracy": 0.5340909090909092, "iteration": 161219, "loss_box_reg": 0.0077561384096043184, "loss_cls": 0.040894614765420556, "loss_rpn_cls": 0.0009864300841400109, "loss_rpn_loc": 0.0016082264664873946, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5360849988646805, "total_loss": 0.051443726310253624}
{"data_time": 0.004075424047186971, "eta_seconds": 42421.316307601286, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2960358056265985, "fast_rcnn/fg_cls_accuracy": 0.7039641943734016, "iteration": 161239, "loss_box_reg": 0.007931229483801872, "loss_cls": 0.04458136449102312, "loss_rpn_cls": 0.0011704640713219305, "loss_rpn_loc": 0.0018609748822200345, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408526640385389, "total_loss": 0.0571509282228817}
{"data_time": 0.004686116240918636, "eta_seconds": 42414.84096098947, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39779326364692214, "fast_rcnn/fg_cls_accuracy": 0.6022067363530779, "iteration": 161259, "loss_box_reg": 0.007728963013505563, "loss_cls": 0.042954987002303824, "loss_rpn_cls": 0.0005315709770457033, "loss_rpn_loc": 0.0018014873821812216, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5467818533070385, "total_loss": 0.05465506924770125}
{"data_time": 0.004080318147316575, "eta_seconds": 42404.0677066592, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.49193548387096775, "fast_rcnn/fg_cls_accuracy": 0.5080645161290323, "iteration": 161279, "loss_box_reg": 0.007992292143171653, "loss_cls": 0.04464328323956579, "loss_rpn_cls": 0.001294435282716222, "loss_rpn_loc": 0.001901443169117556, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5355171682313085, "total_loss": 0.05728375455692003}
{"data_time": 0.004124822793528438, "eta_seconds": 42393.29445232893, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.39051808406647115, "fast_rcnn/fg_cls_accuracy": 0.5925039872408293, "iteration": 161299, "loss_box_reg": 0.007898115989519283, "loss_cls": 0.044161635683849454, "loss_rpn_cls": 0.0006845138034350384, "loss_rpn_loc": 0.002064770991637488, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5345916729420424, "total_loss": 0.055034989476055785}
{"data_time": 0.004109187051653862, "eta_seconds": 42375.39945991617, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42244337680164723, "fast_rcnn/fg_cls_accuracy": 0.5775566231983529, "iteration": 161319, "loss_box_reg": 0.007613534253323451, "loss_cls": 0.042012394522316754, "loss_rpn_cls": 0.0003903442272985558, "loss_rpn_loc": 0.0017880868126667337, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5338246973697096, "total_loss": 0.05367575840216432}
{"data_time": 0.0039000024553388357, "eta_seconds": 42364.628015867434, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4186507936507936, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 161339, "loss_box_reg": 0.008244574564741924, "loss_cls": 0.04464296973310411, "loss_rpn_cls": 0.0006004816156064408, "loss_rpn_loc": 0.002626274279464269, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539575477829203, "total_loss": 0.05524993169797199}
{"data_time": 0.003905416000634432, "eta_seconds": 42349.12859129207, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.46898496240601506, "fast_rcnn/fg_cls_accuracy": 0.5085978835978836, "iteration": 161359, "loss_box_reg": 0.00774775940226391, "loss_cls": 0.04347128694644198, "loss_rpn_cls": 0.00055002188008757, "loss_rpn_loc": 0.0020388716147863306, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356268517207354, "total_loss": 0.0536126154946146}
{"data_time": 0.003721504006534815, "eta_seconds": 42356.917074131314, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.46654135338345865, "fast_rcnn/fg_cls_accuracy": 0.5334586466165414, "iteration": 161379, "loss_box_reg": 0.007609877560753375, "loss_cls": 0.042216902831569314, "loss_rpn_cls": 0.0009052628648760219, "loss_rpn_loc": 0.0021747691152995685, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.543214762583375, "total_loss": 0.05347834176842525}
{"data_time": 0.0039587614592164755, "eta_seconds": 42332.31368372124, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3725225225225225, "fast_rcnn/fg_cls_accuracy": 0.6274774774774774, "iteration": 161399, "loss_box_reg": 0.007275937343365513, "loss_cls": 0.041103351511992514, "loss_rpn_cls": 0.0006322804449609976, "loss_rpn_loc": 0.0024032234978221823, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.53689682087861, "total_loss": 0.052775821699810876}
{"data_time": 0.0042215934954583645, "eta_seconds": 42312.72227400611, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38446969696969696, "fast_rcnn/fg_cls_accuracy": 0.6073781291172595, "iteration": 161419, "loss_box_reg": 0.006820820737630129, "loss_cls": 0.04460002182167955, "loss_rpn_cls": 0.001158042488555111, "loss_rpn_loc": 0.0022932575266167987, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5348252539988607, "total_loss": 0.056978944585125646}
{"data_time": 0.0037686615251004696, "eta_seconds": 42310.77079562377, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4375968992248062, "fast_rcnn/fg_cls_accuracy": 0.5624031007751937, "iteration": 161439, "loss_box_reg": 0.007135389052564278, "loss_cls": 0.042712379014119506, "loss_rpn_cls": 0.0010101313100676634, "loss_rpn_loc": 0.0024409968445979757, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.539789053844288, "total_loss": 0.05266271120189003}
{"data_time": 0.003725070971995592, "eta_seconds": 42295.277383154724, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.29603174603174603, "fast_rcnn/fg_cls_accuracy": 0.7039682539682539, "iteration": 161459, "loss_box_reg": 0.007865665800636634, "loss_cls": 0.04211426686379127, "loss_rpn_cls": 0.0005284729089112261, "loss_rpn_loc": 0.002388513510595658, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5344688079785556, "total_loss": 0.05355729231212081}
{"data_time": 0.003989210119470954, "eta_seconds": 42289.22790752631, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4372549019607843, "fast_rcnn/fg_cls_accuracy": 0.5614630467571644, "iteration": 161479, "loss_box_reg": 0.0073631127597764134, "loss_cls": 0.04139236573246308, "loss_rpn_cls": 0.001098492043126953, "loss_rpn_loc": 0.0026782105342135765, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5422048796899617, "total_loss": 0.05399797517429761}
{"data_time": 0.0035272231325507164, "eta_seconds": 42289.785605701385, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.19347396176664472, "fast_rcnn/fg_cls_accuracy": 0.8065260382333552, "iteration": 161499, "loss_box_reg": 0.008319796557771042, "loss_cls": 0.044677117781247944, "loss_rpn_cls": 0.0006630859959386726, "loss_rpn_loc": 0.0023511523213528562, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418717260472476, "total_loss": 0.05796689869839611}
{"data_time": 0.0037223005201667547, "eta_seconds": 42281.49233531626, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6375, "iteration": 161519, "loss_box_reg": 0.00793458113912493, "loss_cls": 0.04554970498429611, "loss_rpn_cls": 0.0008504630295647075, "loss_rpn_loc": 0.0022879360549268313, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400661460589617, "total_loss": 0.05789506022824753}
{"data_time": 0.003989871591329575, "eta_seconds": 42270.717372628395, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21920492721164614, "fast_rcnn/fg_cls_accuracy": 0.7807950727883539, "iteration": 161539, "loss_box_reg": 0.007382997981039807, "loss_cls": 0.04335377347888425, "loss_rpn_cls": 0.0007968978288772632, "loss_rpn_loc": 0.0019615239689301234, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5373050051275641, "total_loss": 0.05450985199831848}
{"data_time": 0.004418316064402461, "eta_seconds": 42263.824529335834, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3191558441558442, "fast_rcnn/fg_cls_accuracy": 0.6808441558441558, "iteration": 161559, "loss_box_reg": 0.008044972229981795, "loss_cls": 0.04444887494901195, "loss_rpn_cls": 0.00067502381466511, "loss_rpn_loc": 0.0019265776682004798, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5433820325415581, "total_loss": 0.05584663540639667}
{"data_time": 0.0043771963100880384, "eta_seconds": 42266.34760158649, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3615301724137931, "fast_rcnn/fg_cls_accuracy": 0.6384698275862069, "iteration": 161579, "loss_box_reg": 0.0074448694358579814, "loss_cls": 0.043017861258704215, "loss_rpn_cls": 0.0007919262861832976, "loss_rpn_loc": 0.0024320994525623973, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5456404394935817, "total_loss": 0.056504799407662176}
{"data_time": 0.004524738062173128, "eta_seconds": 42242.27262432221, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.29634581105169344, "fast_rcnn/fg_cls_accuracy": 0.7036541889483066, "iteration": 161599, "loss_box_reg": 0.007968053425429389, "loss_cls": 0.04413286148337647, "loss_rpn_cls": 0.0006881107399294706, "loss_rpn_loc": 0.0020039266728417715, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5374127093236893, "total_loss": 0.054463116110127885}
{"data_time": 0.00394463911652565, "eta_seconds": 42231.4966718154, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39589371980676324, "fast_rcnn/fg_cls_accuracy": 0.6041062801932366, "iteration": 161619, "loss_box_reg": 0.008295321313198656, "loss_cls": 0.04223890707362443, "loss_rpn_cls": 0.0007597501634393211, "loss_rpn_loc": 0.001749200455378741, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354634439572692, "total_loss": 0.05303997597704324}
{"data_time": 0.004036947386339307, "eta_seconds": 42235.04151547863, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.29398382204246715, "fast_rcnn/fg_cls_accuracy": 0.7060161779575329, "iteration": 161639, "loss_box_reg": 0.007980822527315468, "loss_cls": 0.04415562702342868, "loss_rpn_cls": 0.0012924488651151478, "loss_rpn_loc": 0.0025958241440093843, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406668838113546, "total_loss": 0.055623035560984135}
{"data_time": 0.00428719655610621, "eta_seconds": 42209.94476680178, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4936507936507936, "fast_rcnn/fg_cls_accuracy": 0.5063492063492063, "iteration": 161659, "loss_box_reg": 0.007942161391838454, "loss_cls": 0.045052499626763165, "loss_rpn_cls": 0.0010122065857558482, "loss_rpn_loc": 0.0018141917171305977, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538224128773436, "total_loss": 0.056631410700106244}
{"data_time": 0.0034196171909570694, "eta_seconds": 42201.42137623066, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.24774774774774774, "fast_rcnn/fg_cls_accuracy": 0.6583333333333333, "iteration": 161679, "loss_box_reg": 0.007768257986754179, "loss_cls": 0.0391624410985969, "loss_rpn_cls": 0.0006098742022686565, "loss_rpn_loc": 0.0029210751545178937, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5391602378804237, "total_loss": 0.0510171693433108}
{"data_time": 0.004160524811595678, "eta_seconds": 42210.261832186254, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4230578921326076, "fast_rcnn/fg_cls_accuracy": 0.5769421078673924, "iteration": 161699, "loss_box_reg": 0.007636715075932443, "loss_cls": 0.04505236918339506, "loss_rpn_cls": 0.0008142719476609273, "loss_rpn_loc": 0.002051826853858074, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5437566910404712, "total_loss": 0.05766033267559578}
{"data_time": 0.004766273777931929, "eta_seconds": 42212.94902971783, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4797297297297297, "fast_rcnn/fg_cls_accuracy": 0.5202702702702703, "iteration": 161719, "loss_box_reg": 0.007849293702747673, "loss_cls": 0.043650180799886584, "loss_rpn_cls": 0.0007307278675341422, "loss_rpn_loc": 0.0016681546076142695, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5377386512700468, "total_loss": 0.054454994888260444}
{"data_time": 0.0036079061683267355, "eta_seconds": 42181.14347753185, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.46153846153846156, "fast_rcnn/fg_cls_accuracy": 0.5384615384615385, "iteration": 161739, "loss_box_reg": 0.007989401026861742, "loss_cls": 0.04262373817618936, "loss_rpn_cls": 0.001290145302732526, "loss_rpn_loc": 0.0027045366405218374, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5344673690851778, "total_loss": 0.05357460922539303}
{"data_time": 0.004118131706491113, "eta_seconds": 42162.88289859006, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.14119601328903653, "fast_rcnn/fg_cls_accuracy": 0.8588039867109634, "iteration": 161759, "loss_box_reg": 0.007909252162789926, "loss_cls": 0.042235048953443766, "loss_rpn_cls": 0.0008866005422873968, "loss_rpn_loc": 0.002063013809674885, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5376792734023184, "total_loss": 0.05386065873909729}
{"data_time": 0.004799212561920285, "eta_seconds": 42152.105203290004, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4614370468029005, "fast_rcnn/fg_cls_accuracy": 0.5385629531970996, "iteration": 161779, "loss_box_reg": 0.007800883904565126, "loss_cls": 0.04092137102270499, "loss_rpn_cls": 0.0013357791672206076, "loss_rpn_loc": 0.001841406283347169, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5355219815392047, "total_loss": 0.05439752665290598}
{"data_time": 0.004205052042379975, "eta_seconds": 42136.76220991323, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.47658730158730156, "fast_rcnn/fg_cls_accuracy": 0.511759581881533, "iteration": 161799, "loss_box_reg": 0.008798820083029568, "loss_cls": 0.044936712249182165, "loss_rpn_cls": 0.0010001829714383348, "loss_rpn_loc": 0.001718653194984654, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5334503413178027, "total_loss": 0.05757670904023371}
{"data_time": 0.003628937527537346, "eta_seconds": 42125.985682193656, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2178642056690837, "fast_rcnn/fg_cls_accuracy": 0.7616724738675958, "iteration": 161819, "loss_box_reg": 0.007552015449618921, "loss_cls": 0.04063148656859994, "loss_rpn_cls": 0.000726206355523118, "loss_rpn_loc": 0.002214986288890941, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376257372554392, "total_loss": 0.05270047574100545}
{"data_time": 0.0042331942822784185, "eta_seconds": 42112.96119424049, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25634057971014496, "fast_rcnn/fg_cls_accuracy": 0.743659420289855, "iteration": 161839, "loss_box_reg": 0.008112433541100472, "loss_cls": 0.04267082491423935, "loss_rpn_cls": 0.0012216476477533433, "loss_rpn_loc": 0.0024232909745478537, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5370294421445578, "total_loss": 0.055786629734257076}
{"data_time": 0.004503246629610658, "eta_seconds": 42104.43262675451, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4630630630630631, "fast_rcnn/fg_cls_accuracy": 0.536936936936937, "iteration": 161859, "loss_box_reg": 0.007083319273078814, "loss_cls": 0.04577484936453402, "loss_rpn_cls": 0.0006892985197737289, "loss_rpn_loc": 0.0022123318649391877, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5463160129729658, "total_loss": 0.05801948631938103}
{"data_time": 0.003887224942445755, "eta_seconds": 42087.833339157514, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22556390977443608, "fast_rcnn/fg_cls_accuracy": 0.7728571428571429, "iteration": 161879, "loss_box_reg": 0.007895808987086639, "loss_cls": 0.04360551270656288, "loss_rpn_cls": 0.0006144132129293212, "loss_rpn_loc": 0.002041405476120417, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5348926342558116, "total_loss": 0.05501266570701091}
{"data_time": 0.004214288434013724, "eta_seconds": 42073.56646076194, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1614718614718615, "fast_rcnn/fg_cls_accuracy": 0.688598979013046, "iteration": 161899, "loss_box_reg": 0.0075281990866642445, "loss_cls": 0.04306028049904853, "loss_rpn_cls": 0.0006352334170571794, "loss_rpn_loc": 0.0018741147559921956, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5436752054374665, "total_loss": 0.05451912110993362}
{"data_time": 0.003956666449084878, "eta_seconds": 42052.84644985269, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4106373815676141, "fast_rcnn/fg_cls_accuracy": 0.5727513227513228, "iteration": 161919, "loss_box_reg": 0.007118105044355616, "loss_cls": 0.04325111582875252, "loss_rpn_cls": 0.0009125625895194389, "loss_rpn_loc": 0.0020332372732809745, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5382062997668982, "total_loss": 0.053002018707275056}
{"data_time": 0.004186311969533563, "eta_seconds": 42039.89970780187, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18778801843317972, "fast_rcnn/fg_cls_accuracy": 0.7960829493087558, "iteration": 161939, "loss_box_reg": 0.007739457825664431, "loss_cls": 0.03971881081815809, "loss_rpn_cls": 0.0005435301428065031, "loss_rpn_loc": 0.0025416095086256973, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.539865774801001, "total_loss": 0.052262680107645565}
{"data_time": 0.0042573679238557816, "eta_seconds": 42016.319473124575, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.20113851992409867, "fast_rcnn/fg_cls_accuracy": 0.7336265884652982, "iteration": 161959, "loss_box_reg": 0.00732717128994409, "loss_cls": 0.04326327960006893, "loss_rpn_cls": 0.000900315971875898, "loss_rpn_loc": 0.001890154906504904, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538307853974402, "total_loss": 0.053889129206709185}
{"data_time": 0.004643798340111971, "eta_seconds": 42013.2929314028, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30259146341463417, "fast_rcnn/fg_cls_accuracy": 0.6742424242424242, "iteration": 161979, "loss_box_reg": 0.008391159761231393, "loss_cls": 0.042871156707406044, "loss_rpn_cls": 0.0008505278794075366, "loss_rpn_loc": 0.0021108841865498107, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448176930658519, "total_loss": 0.053751259680609564}
{"data_time": 0.004425658844411373, "eta_seconds": 42004.62925293227, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4318181818181818, "fast_rcnn/fg_cls_accuracy": 0.5681818181818182, "iteration": 161999, "loss_box_reg": 0.007438260858180001, "loss_cls": 0.04289933462860063, "loss_rpn_cls": 0.0007645625066317052, "loss_rpn_loc": 0.0016041246071836213, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5388433223124593, "total_loss": 0.053750967413748185}
{"data_time": 0.003767565591260791, "eta_seconds": 41993.858973255614, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3472022955523673, "fast_rcnn/fg_cls_accuracy": 0.6527977044476327, "iteration": 162019, "loss_box_reg": 0.008059152372879907, "loss_cls": 0.0430569828604348, "loss_rpn_cls": 0.0009184942405227048, "loss_rpn_loc": 0.001707465296931332, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5390947395935655, "total_loss": 0.05499450770014391}
{"data_time": 0.003939877962693572, "eta_seconds": 41977.50500982092, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.42571644042232276, "fast_rcnn/fg_cls_accuracy": 0.5703819989534276, "iteration": 162039, "loss_box_reg": 0.008129079011268914, "loss_cls": 0.04619755188468844, "loss_rpn_cls": 0.0009367423200501435, "loss_rpn_loc": 0.0019839067426801194, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5393845627550036, "total_loss": 0.05676180687333954}
{"data_time": 0.0042231890838593245, "eta_seconds": 41959.964154144516, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2682051282051282, "fast_rcnn/fg_cls_accuracy": 0.7317948717948718, "iteration": 162059, "loss_box_reg": 0.00828040242777206, "loss_cls": 0.044574929401278496, "loss_rpn_cls": 0.0010447109578990421, "loss_rpn_loc": 0.002300296808243729, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5377717902883887, "total_loss": 0.058035740708419326}
{"data_time": 0.004378826590254903, "eta_seconds": 41949.197044624714, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.36660206718346255, "fast_rcnn/fg_cls_accuracy": 0.6333979328165374, "iteration": 162079, "loss_box_reg": 0.007752029137918726, "loss_cls": 0.03981558984378353, "loss_rpn_cls": 0.0005267195739406816, "loss_rpn_loc": 0.0020506871424004203, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.535399436019361, "total_loss": 0.05168003060657611}
{"data_time": 0.004272054182365537, "eta_seconds": 41937.01208983362, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3692240627724499, "fast_rcnn/fg_cls_accuracy": 0.5995550611790879, "iteration": 162099, "loss_box_reg": 0.00827670945727732, "loss_cls": 0.04600009333807975, "loss_rpn_cls": 0.0005744671941556589, "loss_rpn_loc": 0.0018520666380936746, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5352063048630953, "total_loss": 0.05603861775188079}
{"data_time": 0.004184785997495055, "eta_seconds": 41923.54260825133, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3103174603174603, "fast_rcnn/fg_cls_accuracy": 0.6896825396825397, "iteration": 162119, "loss_box_reg": 0.006913825374795124, "loss_cls": 0.042622033739462495, "loss_rpn_cls": 0.0005980056501471154, "loss_rpn_loc": 0.0015141159401537152, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341620228718966, "total_loss": 0.051235503048559394}
{"data_time": 0.003926957491785288, "eta_seconds": 41915.47859881818, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.30968992248062016, "fast_rcnn/fg_cls_accuracy": 0.6903100775193798, "iteration": 162139, "loss_box_reg": 0.0076151817629579455, "loss_cls": 0.04370719601865858, "loss_rpn_cls": 0.0009182508601952577, "loss_rpn_loc": 0.0025293263533967547, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5408006070647389, "total_loss": 0.05601037814466281}
{"data_time": 0.003919118782505393, "eta_seconds": 41906.408491927665, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.34710424710424714, "fast_rcnn/fg_cls_accuracy": 0.6425249169435217, "iteration": 162159, "loss_box_reg": 0.008331210046890192, "loss_cls": 0.04219749601907097, "loss_rpn_cls": 0.0007953827981737049, "loss_rpn_loc": 0.0019618430433183676, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382067400496453, "total_loss": 0.054191561920276854}
{"data_time": 0.003810589900240302, "eta_seconds": 41896.35071002832, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23106060606060608, "fast_rcnn/fg_cls_accuracy": 0.7467948717948718, "iteration": 162179, "loss_box_reg": 0.007683787480345927, "loss_cls": 0.04512385150883347, "loss_rpn_cls": 0.0009582004901176333, "loss_rpn_loc": 0.0018641597234818619, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5400462134275585, "total_loss": 0.05479776212359866}
{"data_time": 0.00389498402364552, "eta_seconds": 41897.923566446174, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3431372549019608, "fast_rcnn/fg_cls_accuracy": 0.6568627450980392, "iteration": 162199, "loss_box_reg": 0.008029763033846393, "loss_cls": 0.04631950380280614, "loss_rpn_cls": 0.0013071492774088256, "loss_rpn_loc": 0.002261184898088686, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434216337744147, "total_loss": 0.05899460129558065}
{"data_time": 0.0038123594131320715, "eta_seconds": 41892.98215863551, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.367966991747937, "fast_rcnn/fg_cls_accuracy": 0.6320330082520631, "iteration": 162219, "loss_box_reg": 0.008146786596626043, "loss_cls": 0.04550677118822932, "loss_rpn_cls": 0.0007363225734025036, "loss_rpn_loc": 0.002611060692288447, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405076320748776, "total_loss": 0.05722116645372921}
{"data_time": 0.0034736732486635447, "eta_seconds": 41880.50092579494, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.24306645735217164, "fast_rcnn/fg_cls_accuracy": 0.7569335426478283, "iteration": 162239, "loss_box_reg": 0.007588334992760792, "loss_cls": 0.040907614573370665, "loss_rpn_cls": 0.0011825342927522797, "loss_rpn_loc": 0.0021680211466446053, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5359760555438697, "total_loss": 0.05325426227000207}
{"data_time": 0.004267962882295251, "eta_seconds": 41865.61195844645, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29910714285714285, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 162259, "loss_box_reg": 0.007987567107193172, "loss_cls": 0.04416249482892454, "loss_rpn_cls": 0.0009369447598146508, "loss_rpn_loc": 0.0028001250902889296, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.538570093922317, "total_loss": 0.05572874074005085}
{"data_time": 0.0038203378207981586, "eta_seconds": 41858.957735287724, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42134442134442135, "fast_rcnn/fg_cls_accuracy": 0.5786555786555787, "iteration": 162279, "loss_box_reg": 0.007325812184717506, "loss_cls": 0.04204634053166956, "loss_rpn_cls": 0.00089523896542687, "loss_rpn_loc": 0.002280111275467789, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5364793401677161, "total_loss": 0.05338833986127156}
{"data_time": 0.0036611021496355534, "eta_seconds": 41844.07088644663, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4574712643678161, "fast_rcnn/fg_cls_accuracy": 0.5305555555555556, "iteration": 162299, "loss_box_reg": 0.008147992484737188, "loss_cls": 0.04614744184073061, "loss_rpn_cls": 0.0011605808189187883, "loss_rpn_loc": 0.0017111570850829594, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5354146126192063, "total_loss": 0.057161761196084626}
{"data_time": 0.004000504035502672, "eta_seconds": 41839.121984353056, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37254901960784315, "fast_rcnn/fg_cls_accuracy": 0.6274509803921569, "iteration": 162319, "loss_box_reg": 0.007608284300658852, "loss_cls": 0.04240172990830615, "loss_rpn_cls": 0.001097978435893765, "loss_rpn_loc": 0.0018105089984601364, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5382050999905914, "total_loss": 0.05340495776630405}
{"data_time": 0.004321957007050514, "eta_seconds": 41831.45612384076, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.42398373983739834, "fast_rcnn/fg_cls_accuracy": 0.54009009009009, "iteration": 162339, "loss_box_reg": 0.007359606388490647, "loss_cls": 0.04174067219719291, "loss_rpn_cls": 0.0007302486216076431, "loss_rpn_loc": 0.00167051791868289, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5429414885584265, "total_loss": 0.052344616003949795}
{"data_time": 0.004398020450025797, "eta_seconds": 41819.20715880534, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41504065040650406, "fast_rcnn/fg_cls_accuracy": 0.5849593495934959, "iteration": 162359, "loss_box_reg": 0.007380169874522835, "loss_cls": 0.04519255139166489, "loss_rpn_cls": 0.0010656271838342946, "loss_rpn_loc": 0.0019082972976320889, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377580532804132, "total_loss": 0.05687360785725559}
{"data_time": 0.004346322501078248, "eta_seconds": 41805.09975901968, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3263888888888889, "fast_rcnn/fg_cls_accuracy": 0.6736111111111112, "iteration": 162379, "loss_box_reg": 0.007609938096720725, "loss_cls": 0.039498681522672996, "loss_rpn_cls": 0.0005419536184376739, "loss_rpn_loc": 0.0018897147492680233, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5403327441308647, "total_loss": 0.049831559372478296}
{"data_time": 0.00389345595613122, "eta_seconds": 41797.66224971926, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.42045454545454547, "fast_rcnn/fg_cls_accuracy": 0.5795454545454546, "iteration": 162399, "loss_box_reg": 0.007679516042117029, "loss_cls": 0.04412302013952285, "loss_rpn_cls": 0.0007304054656742665, "loss_rpn_loc": 0.0019473651555017568, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399429309181869, "total_loss": 0.05481116666294383}
{"data_time": 0.003592034336179495, "eta_seconds": 41790.54895483726, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.19074844074844077, "fast_rcnn/fg_cls_accuracy": 0.8092515592515592, "iteration": 162419, "loss_box_reg": 0.008030176162719727, "loss_cls": 0.04419723502360284, "loss_rpn_cls": 0.0012216474062825, "loss_rpn_loc": 0.001837791845900938, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404399600811303, "total_loss": 0.055443173381718225}
{"data_time": 0.004480996169149876, "eta_seconds": 41778.35162008228, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2765151515151515, "fast_rcnn/fg_cls_accuracy": 0.7234848484848485, "iteration": 162439, "loss_box_reg": 0.007257781660882756, "loss_cls": 0.04173681000247598, "loss_rpn_cls": 0.0006792569334947984, "loss_rpn_loc": 0.002172581236663973, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5430190237239003, "total_loss": 0.053029689042716655}
{"data_time": 0.0039044623263180256, "eta_seconds": 41769.00215912447, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.36936936936936937, "fast_rcnn/fg_cls_accuracy": 0.6306306306306306, "iteration": 162459, "loss_box_reg": 0.0074120794160990044, "loss_cls": 0.04708767414558679, "loss_rpn_cls": 0.0008770258455683688, "loss_rpn_loc": 0.0019437621085671708, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5350571484304965, "total_loss": 0.05852720892653451}
{"data_time": 0.004454326117411256, "eta_seconds": 41756.046280324226, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.40271493212669685, "fast_rcnn/fg_cls_accuracy": 0.5759615384615384, "iteration": 162479, "loss_box_reg": 0.007417589629767463, "loss_cls": 0.0448292072978802, "loss_rpn_cls": 0.0008488675892976971, "loss_rpn_loc": 0.0027433787545305677, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5437473526690155, "total_loss": 0.05589100076599607}
{"data_time": 0.004281892208382487, "eta_seconds": 41736.36552644754, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35223266745005877, "fast_rcnn/fg_cls_accuracy": 0.5396270396270396, "iteration": 162499, "loss_box_reg": 0.007787536829710007, "loss_cls": 0.045978295034728944, "loss_rpn_cls": 0.00117800336943219, "loss_rpn_loc": 0.0021395386411313666, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.525985870976001, "total_loss": 0.0587983118037414}
{"data_time": 0.00441792537458241, "eta_seconds": 41730.23565962864, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1864734299516908, "fast_rcnn/fg_cls_accuracy": 0.8135265700483092, "iteration": 162519, "loss_box_reg": 0.007967336510773748, "loss_cls": 0.045553850126452744, "loss_rpn_cls": 0.0008848399654652894, "loss_rpn_loc": 0.0018295012250746367, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5438049889635295, "total_loss": 0.05550662182781707}
{"data_time": 0.004072391428053379, "eta_seconds": 41722.255067917984, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.17208672086720866, "fast_rcnn/fg_cls_accuracy": 0.7942942942942943, "iteration": 162539, "loss_box_reg": 0.0070301692467182875, "loss_cls": 0.04153659346047789, "loss_rpn_cls": 0.0015861359615882975, "loss_rpn_loc": 0.0021661404625774594, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5467157412786037, "total_loss": 0.052256384536121914}
{"data_time": 0.004302315413951874, "eta_seconds": 41697.66230974998, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4650238473767886, "fast_rcnn/fg_cls_accuracy": 0.5349761526232115, "iteration": 162559, "loss_box_reg": 0.007587008352857083, "loss_cls": 0.04381649871356785, "loss_rpn_cls": 0.0010567905893026364, "loss_rpn_loc": 0.002076791162835434, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335255800746381, "total_loss": 0.053928238852790855}
{"data_time": 0.0044582628179341555, "eta_seconds": 41680.2976818583, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.363607793840352, "fast_rcnn/fg_cls_accuracy": 0.5920608108108107, "iteration": 162579, "loss_box_reg": 0.008086237663519569, "loss_cls": 0.042501311108935624, "loss_rpn_cls": 0.0010937393883665436, "loss_rpn_loc": 0.0018087131156789837, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5323612140491605, "total_loss": 0.05520267908718779}
{"data_time": 0.004315618658438325, "eta_seconds": 41682.51284644799, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3555555555555555, "fast_rcnn/fg_cls_accuracy": 0.6444444444444444, "iteration": 162599, "loss_box_reg": 0.006955255841603503, "loss_cls": 0.04139090300304815, "loss_rpn_cls": 0.0008217768345275545, "loss_rpn_loc": 0.0012979784569324693, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5434505131561309, "total_loss": 0.052203485660982096}
{"data_time": 0.0038595700170844793, "eta_seconds": 41676.598793400684, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.27192982456140347, "fast_rcnn/fg_cls_accuracy": 0.7280701754385965, "iteration": 162619, "loss_box_reg": 0.008149147703079507, "loss_cls": 0.04473270496237092, "loss_rpn_cls": 0.0013542520758846877, "loss_rpn_loc": 0.001837128209444927, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5390114735346287, "total_loss": 0.05583173782994777}
{"data_time": 0.0039240336045622826, "eta_seconds": 41647.71797807026, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6471291866028708, "iteration": 162639, "loss_box_reg": 0.00812972112908028, "loss_cls": 0.043920416152104735, "loss_rpn_cls": 0.0014419075477007937, "loss_rpn_loc": 0.0022618768343818374, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5334242018871009, "total_loss": 0.05650454148587869}
{"data_time": 0.0043331957422196865, "eta_seconds": 41637.93398008635, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3137254901960784, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 162659, "loss_box_reg": 0.008164663944626227, "loss_cls": 0.043788264389149845, "loss_rpn_cls": 0.0005747660311499203, "loss_rpn_loc": 0.0022368666795955505, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405904124490917, "total_loss": 0.05414931175317861}
{"data_time": 0.0041247825138270855, "eta_seconds": 41627.16661633877, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43167701863354035, "fast_rcnn/fg_cls_accuracy": 0.5564182194616978, "iteration": 162679, "loss_box_reg": 0.0077820896985940635, "loss_cls": 0.0433094542240724, "loss_rpn_cls": 0.000928150739468947, "loss_rpn_loc": 0.002282190940604778, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353824885096401, "total_loss": 0.0545087535441553}
{"data_time": 0.004160596057772636, "eta_seconds": 41608.90501205949, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2681840672934191, "fast_rcnn/fg_cls_accuracy": 0.6416666666666666, "iteration": 162699, "loss_box_reg": 0.007312374684261158, "loss_cls": 0.04060172359459102, "loss_rpn_cls": 0.0010033246629745918, "loss_rpn_loc": 0.002080789941828698, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5355866239406168, "total_loss": 0.05294115999720361}
{"data_time": 0.004141220590099692, "eta_seconds": 41598.13958728826, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3550420168067227, "fast_rcnn/fg_cls_accuracy": 0.6449579831932774, "iteration": 162719, "loss_box_reg": 0.007255119373439811, "loss_cls": 0.044005004165228456, "loss_rpn_cls": 0.0008769797500463028, "loss_rpn_loc": 0.0019610922990977997, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5385932840872556, "total_loss": 0.05339641054581534}
{"data_time": 0.004442411009222269, "eta_seconds": 41587.37416251702, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.15542521994134897, "fast_rcnn/fg_cls_accuracy": 0.844574780058651, "iteration": 162739, "loss_box_reg": 0.008449547982309014, "loss_cls": 0.04439590987749398, "loss_rpn_cls": 0.0008186321604171098, "loss_rpn_loc": 0.001834365548347705, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5350597889628261, "total_loss": 0.05566235382687523}
{"data_time": 0.0041100331582129, "eta_seconds": 41581.08486529905, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4797297297297297, "fast_rcnn/fg_cls_accuracy": 0.5202702702702703, "iteration": 162759, "loss_box_reg": 0.008104734035441652, "loss_cls": 0.04603161010891199, "loss_rpn_cls": 0.0010118716194540411, "loss_rpn_loc": 0.002317286212928593, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414988973643631, "total_loss": 0.05887665133093378}
{"data_time": 0.0037583729717880487, "eta_seconds": 41573.32979760086, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5316205533596838, "fast_rcnn/fg_cls_accuracy": 0.46837944664031617, "iteration": 162779, "loss_box_reg": 0.007996020169230178, "loss_cls": 0.0445752534433268, "loss_rpn_cls": 0.0008259412398956556, "loss_rpn_loc": 0.00232193279407511, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5444707351271063, "total_loss": 0.05845830597945678}
{"data_time": 0.0038221601862460375, "eta_seconds": 41577.955783378566, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.24621212121212122, "fast_rcnn/fg_cls_accuracy": 0.6476190476190475, "iteration": 162799, "loss_box_reg": 0.00766054357518442, "loss_cls": 0.041059065726585686, "loss_rpn_cls": 0.0006797029050744641, "loss_rpn_loc": 0.0024843370483722538, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5380495949648321, "total_loss": 0.05329012459276328}
{"data_time": 0.004109940957278013, "eta_seconds": 41566.627304698806, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.296875, "fast_rcnn/fg_cls_accuracy": 0.6702302631578947, "iteration": 162819, "loss_box_reg": 0.007709349214565009, "loss_cls": 0.04238537937635556, "loss_rpn_cls": 0.0010715773067886403, "loss_rpn_loc": 0.002209027514254558, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5365325140301138, "total_loss": 0.054038060065977334}
{"data_time": 0.003961570328101516, "eta_seconds": 41562.89100652607, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3773923444976076, "fast_rcnn/fg_cls_accuracy": 0.6226076555023923, "iteration": 162839, "loss_box_reg": 0.0073530253721401095, "loss_cls": 0.0440735702868551, "loss_rpn_cls": 0.0008184456914932525, "loss_rpn_loc": 0.001813466409657849, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422726012766361, "total_loss": 0.05531194907575809}
{"data_time": 0.004308869130909443, "eta_seconds": 41545.641728547635, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.47631578947368425, "fast_rcnn/fg_cls_accuracy": 0.5236842105263158, "iteration": 162859, "loss_box_reg": 0.007403498311759904, "loss_cls": 0.04176686785649508, "loss_rpn_cls": 0.0007919294582734437, "loss_rpn_loc": 0.0016631127600703621, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358429765328765, "total_loss": 0.053334402767234224}
{"data_time": 0.0035397796891629696, "eta_seconds": 41534.79406337603, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36704545454545456, "fast_rcnn/fg_cls_accuracy": 0.6204545454545455, "iteration": 162879, "loss_box_reg": 0.007591714820591733, "loss_cls": 0.04216528404504061, "loss_rpn_cls": 0.0006672603558399715, "loss_rpn_loc": 0.002180302268243395, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5325112489517778, "total_loss": 0.054627471110052284}
{"data_time": 0.004177137510851026, "eta_seconds": 41524.022731556324, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45089285714285715, "fast_rcnn/fg_cls_accuracy": 0.5395962732919255, "iteration": 162899, "loss_box_reg": 0.008654624805785716, "loss_cls": 0.0435494672274217, "loss_rpn_cls": 0.000816901910013712, "loss_rpn_loc": 0.002569521691839327, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396020363550633, "total_loss": 0.056784783779448844}
{"data_time": 0.0038767140358686447, "eta_seconds": 41513.25139973662, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3504795117698344, "fast_rcnn/fg_cls_accuracy": 0.6495204882301656, "iteration": 162919, "loss_box_reg": 0.007753333105938509, "loss_cls": 0.040383068000664935, "loss_rpn_cls": 0.0009852909431060652, "loss_rpn_loc": 0.001958741373528028, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.53545754798688, "total_loss": 0.051875712823402864}
{"data_time": 0.00396168022416532, "eta_seconds": 41500.747734211385, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43968023255813954, "fast_rcnn/fg_cls_accuracy": 0.5603197674418605, "iteration": 162939, "loss_box_reg": 0.0074243301642127335, "loss_cls": 0.04595501383300871, "loss_rpn_cls": 0.0005694570468222082, "loss_rpn_loc": 0.0027467150175652932, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338469077832997, "total_loss": 0.057624850866375255}
{"data_time": 0.004122389480471611, "eta_seconds": 41489.97685199231, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3684210526315789, "fast_rcnn/fg_cls_accuracy": 0.631578947368421, "iteration": 162959, "loss_box_reg": 0.008215174282668158, "loss_cls": 0.04104423528769985, "loss_rpn_cls": 0.0009005460021853651, "loss_rpn_loc": 0.0026078504324686946, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374059590976685, "total_loss": 0.051849036330281706}
{"data_time": 0.004327939823269844, "eta_seconds": 41479.20596977323, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 162979, "loss_box_reg": 0.007162756548495963, "loss_cls": 0.04013298323843628, "loss_rpn_cls": 0.0004312096498324536, "loss_rpn_loc": 0.0015994815148587804, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416891765780747, "total_loss": 0.051508802526456066}
{"data_time": 0.004195356974378228, "eta_seconds": 41467.50124386884, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6754385964912281, "iteration": 162999, "loss_box_reg": 0.007804028573445976, "loss_cls": 0.043363518838305026, "loss_rpn_cls": 0.000910195015762838, "loss_rpn_loc": 0.002037652153376257, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.53703866712749, "total_loss": 0.05600054640481744}
{"data_time": 0.004095716634765267, "eta_seconds": 41458.83905725833, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.42080745341614906, "fast_rcnn/fg_cls_accuracy": 0.5601449275362319, "iteration": 163019, "loss_box_reg": 0.008358635706827044, "loss_cls": 0.04452587803825736, "loss_rpn_cls": 0.0011923542614340477, "loss_rpn_loc": 0.0018982430392497918, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5415019353386015, "total_loss": 0.056202095023991205}
{"data_time": 0.003987252013757825, "eta_seconds": 41448.623408818385, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2949901120632828, "fast_rcnn/fg_cls_accuracy": 0.7050098879367173, "iteration": 163039, "loss_box_reg": 0.007578288990771398, "loss_cls": 0.0443212611717172, "loss_rpn_cls": 0.0004799369079933058, "loss_rpn_loc": 0.0017782455561246024, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5404413433279842, "total_loss": 0.05582636493613791}
{"data_time": 0.0037848902866244316, "eta_seconds": 41445.800223432714, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3690217391304348, "fast_rcnn/fg_cls_accuracy": 0.620108695652174, "iteration": 163059, "loss_box_reg": 0.008281272137537599, "loss_cls": 0.048725345375714824, "loss_rpn_cls": 0.00041860780993374647, "loss_rpn_loc": 0.0017441914933442604, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5437313655856997, "total_loss": 0.05700067701539524}
{"data_time": 0.004557205364108086, "eta_seconds": 41433.61463839235, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3107638888888889, "fast_rcnn/fg_cls_accuracy": 0.6702302631578947, "iteration": 163079, "loss_box_reg": 0.007651962325326167, "loss_cls": 0.04382779402658343, "loss_rpn_cls": 0.0012758620534327747, "loss_rpn_loc": 0.002243847133286181, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.535333767067641, "total_loss": 0.05406935706992044}
{"data_time": 0.004504159092903137, "eta_seconds": 41424.25342771993, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.23095238095238096, "fast_rcnn/fg_cls_accuracy": 0.7680672268907562, "iteration": 163099, "loss_box_reg": 0.007450036646332592, "loss_cls": 0.04250596181373112, "loss_rpn_cls": 0.0006104963550797038, "loss_rpn_loc": 0.0019078713448834606, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.534404929028824, "total_loss": 0.05314049382548092}
{"data_time": 0.0042981409933418036, "eta_seconds": 41427.077795736026, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4089068825910931, "fast_rcnn/fg_cls_accuracy": 0.5741758241758241, "iteration": 163119, "loss_box_reg": 0.00798452207527589, "loss_cls": 0.040911068848799914, "loss_rpn_cls": 0.0004960917460721248, "loss_rpn_loc": 0.0021395001858763862, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5452310936525464, "total_loss": 0.05220635484977265}
{"data_time": 0.004469485720619559, "eta_seconds": 41413.401058133226, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23246844319775595, "fast_rcnn/fg_cls_accuracy": 0.7554347826086957, "iteration": 163139, "loss_box_reg": 0.008152313122991472, "loss_cls": 0.04131809587124735, "loss_rpn_cls": 0.0006743441383605386, "loss_rpn_loc": 0.0020980995213903952, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5335657615214586, "total_loss": 0.05317915090563474}
{"data_time": 0.0041281250305473804, "eta_seconds": 41405.52392531512, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.44294871794871793, "fast_rcnn/fg_cls_accuracy": 0.5570512820512821, "iteration": 163159, "loss_box_reg": 0.00819521481753327, "loss_cls": 0.04352131672203541, "loss_rpn_cls": 0.0010211834784286111, "loss_rpn_loc": 0.0027993360854452476, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5415735749993473, "total_loss": 0.05415876524602936}
{"data_time": 0.004106254084035754, "eta_seconds": 41391.84869682742, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23060075093867333, "fast_rcnn/fg_cls_accuracy": 0.7693992490613266, "iteration": 163179, "loss_box_reg": 0.007721569592831656, "loss_cls": 0.04300565551966429, "loss_rpn_cls": 0.0006190510918884229, "loss_rpn_loc": 0.0016748458583606407, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5287969186902046, "total_loss": 0.055116734737794104}
{"data_time": 0.00426005944609642, "eta_seconds": 41381.07251617452, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24542284219703575, "fast_rcnn/fg_cls_accuracy": 0.6888513513513514, "iteration": 163199, "loss_box_reg": 0.0075728773372247815, "loss_cls": 0.043586427229456604, "loss_rpn_cls": 0.0005147335791662044, "loss_rpn_loc": 0.0016952077803580323, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419011949561536, "total_loss": 0.05247386131793519}
{"data_time": 0.0041467419359833, "eta_seconds": 41369.26032937644, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5093984962406015, "fast_rcnn/fg_cls_accuracy": 0.4906015037593985, "iteration": 163219, "loss_box_reg": 0.007568165805423632, "loss_cls": 0.045301272359211, "loss_rpn_cls": 0.001161126664214862, "loss_rpn_loc": 0.002640873339259997, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404783780686557, "total_loss": 0.057457867421504716}
{"data_time": 0.003981819376349449, "eta_seconds": 41362.41618447332, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.34210526315789475, "fast_rcnn/fg_cls_accuracy": 0.653271692745377, "iteration": 163239, "loss_box_reg": 0.007851050409954041, "loss_cls": 0.044238663744181395, "loss_rpn_cls": 0.0007168162590005522, "loss_rpn_loc": 0.001669373748882208, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404200316406786, "total_loss": 0.055917347321894795}
{"data_time": 0.003548688953742385, "eta_seconds": 41362.88870788016, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4336349924585219, "fast_rcnn/fg_cls_accuracy": 0.5663650075414781, "iteration": 163259, "loss_box_reg": 0.007382877898635343, "loss_cls": 0.04488820943515748, "loss_rpn_cls": 0.0009550145878165495, "loss_rpn_loc": 0.002048450904112542, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5423758539836854, "total_loss": 0.056457810809433795}
{"data_time": 0.004306010203436017, "eta_seconds": 41355.78740414814, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3956521739130435, "fast_rcnn/fg_cls_accuracy": 0.6043478260869566, "iteration": 163279, "loss_box_reg": 0.007288393855560571, "loss_cls": 0.042863215086981654, "loss_rpn_cls": 0.0012169049216481653, "loss_rpn_loc": 0.0023803084786777617, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5410680244676769, "total_loss": 0.05470791410296272}
{"data_time": 0.0037457875441759825, "eta_seconds": 41347.22785249539, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2850877192982456, "fast_rcnn/fg_cls_accuracy": 0.7149122807017544, "iteration": 163299, "loss_box_reg": 0.007161244109738618, "loss_cls": 0.04241475250455551, "loss_rpn_cls": 0.0008248250342148822, "loss_rpn_loc": 0.002083732782921288, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5373698931653053, "total_loss": 0.0515735740400487}
{"data_time": 0.003957801731303334, "eta_seconds": 41332.067455774406, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.40555555555555556, "fast_rcnn/fg_cls_accuracy": 0.5601851851851851, "iteration": 163319, "loss_box_reg": 0.0073795709176920354, "loss_cls": 0.04407280922168866, "loss_rpn_cls": 0.001199354088612381, "loss_rpn_loc": 0.0018429320498398738, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5347474014852196, "total_loss": 0.0549687065206399}
{"data_time": 0.003620034083724022, "eta_seconds": 41308.53150842106, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.31805555555555554, "fast_rcnn/fg_cls_accuracy": 0.6819444444444445, "iteration": 163339, "loss_box_reg": 0.008463396210572682, "loss_cls": 0.04284553078468889, "loss_rpn_cls": 0.0010694272040154829, "loss_rpn_loc": 0.0018309611095901346, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367891399655491, "total_loss": 0.054733758662678156}
{"data_time": 0.004283297806978226, "eta_seconds": 41293.888910920825, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.278441231929604, "fast_rcnn/fg_cls_accuracy": 0.721558768070396, "iteration": 163359, "loss_box_reg": 0.00864609147538431, "loss_cls": 0.0432335021905601, "loss_rpn_cls": 0.0006080202425664538, "loss_rpn_loc": 0.0022837039086880395, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5306767660658807, "total_loss": 0.0553898642351669}
{"data_time": 0.0036731110885739326, "eta_seconds": 41283.05304303346, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1619887730553328, "fast_rcnn/fg_cls_accuracy": 0.7847157502329916, "iteration": 163379, "loss_box_reg": 0.007928013917990029, "loss_cls": 0.04464493744308129, "loss_rpn_cls": 0.0008141634033336231, "loss_rpn_loc": 0.0021242986695142463, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5341839175671339, "total_loss": 0.05817430854244776}
{"data_time": 0.00422822474502027, "eta_seconds": 41253.017443172634, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3332317073170732, "fast_rcnn/fg_cls_accuracy": 0.6667682926829268, "iteration": 163399, "loss_box_reg": 0.00805922961444594, "loss_cls": 0.04552272777073085, "loss_rpn_cls": 0.000709339833008471, "loss_rpn_loc": 0.0023219222584884847, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5298677559476346, "total_loss": 0.05650130521144092}
{"data_time": 0.004037999780848622, "eta_seconds": 41237.09123855294, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.29578488372093026, "fast_rcnn/fg_cls_accuracy": 0.7042151162790697, "iteration": 163419, "loss_box_reg": 0.007419605914037675, "loss_cls": 0.041575441719032824, "loss_rpn_cls": 0.000638698785564884, "loss_rpn_loc": 0.0020141801633144496, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352328792214394, "total_loss": 0.05337216309627024}
{"data_time": 0.004162263125181198, "eta_seconds": 41220.458030213835, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2540322580645161, "fast_rcnn/fg_cls_accuracy": 0.7459677419354839, "iteration": 163439, "loss_box_reg": 0.006948585709324107, "loss_cls": 0.04503260587807745, "loss_rpn_cls": 0.0008453831964061465, "loss_rpn_loc": 0.0015247200844896724, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362628579605371, "total_loss": 0.055827386577448124}
{"data_time": 0.0038278468418866396, "eta_seconds": 41202.953582714545, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.17157275021026075, "fast_rcnn/fg_cls_accuracy": 0.7573275862068966, "iteration": 163459, "loss_box_reg": 0.007213499367935583, "loss_cls": 0.04337266756920144, "loss_rpn_cls": 0.0006038088209834314, "loss_rpn_loc": 0.0018879973231378244, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5324013170320541, "total_loss": 0.05379784266358456}
{"data_time": 0.0044121528044342995, "eta_seconds": 41185.254251846345, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36622807017543857, "fast_rcnn/fg_cls_accuracy": 0.6074561403508771, "iteration": 163479, "loss_box_reg": 0.007328314881306142, "loss_cls": 0.04113139066612348, "loss_rpn_cls": 0.0006902829267687594, "loss_rpn_loc": 0.001956584968866082, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5325006754137576, "total_loss": 0.05424065131910538}
{"data_time": 0.0047180315013974905, "eta_seconds": 41188.15401796461, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4386304909560723, "fast_rcnn/fg_cls_accuracy": 0.5058139534883721, "iteration": 163499, "loss_box_reg": 0.00851934149977751, "loss_cls": 0.04601072141667828, "loss_rpn_cls": 0.000973990946093295, "loss_rpn_loc": 0.002484617840309511, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5438645684625953, "total_loss": 0.05897947108360313}
{"data_time": 0.003991025034338236, "eta_seconds": 41168.48307690211, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3315147625160462, "fast_rcnn/fg_cls_accuracy": 0.5995065789473684, "iteration": 163519, "loss_box_reg": 0.007513468459364958, "loss_cls": 0.04635272815357894, "loss_rpn_cls": 0.0016258256055152742, "loss_rpn_loc": 0.002513075505703455, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5465960411820561, "total_loss": 0.05770030309759022}
{"data_time": 0.004661055514588952, "eta_seconds": 41157.71740096249, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.22023809523809523, "fast_rcnn/fg_cls_accuracy": 0.775, "iteration": 163539, "loss_box_reg": 0.0074698620301205665, "loss_cls": 0.039582466590218246, "loss_rpn_cls": 0.0005364688229860803, "loss_rpn_loc": 0.002426028124318691, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5399701585993171, "total_loss": 0.04938019450480624}
{"data_time": 0.0035114034544676542, "eta_seconds": 41146.228439934785, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.44755244755244755, "fast_rcnn/fg_cls_accuracy": 0.5524475524475525, "iteration": 163559, "loss_box_reg": 0.007143284368794411, "loss_cls": 0.04404136579250917, "loss_rpn_cls": 0.0008036139413434285, "loss_rpn_loc": 0.0019143340887239901, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352103789336979, "total_loss": 0.05533580045130293}
{"data_time": 0.004350653616711497, "eta_seconds": 41136.18604908325, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21428571428571427, "fast_rcnn/fg_cls_accuracy": 0.7382154882154882, "iteration": 163579, "loss_box_reg": 0.007583887345390394, "loss_cls": 0.04406246036523953, "loss_rpn_cls": 0.000539991694154196, "loss_rpn_loc": 0.0021667532291758107, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5348051858600229, "total_loss": 0.05483950356074274}
{"data_time": 0.004016288323327899, "eta_seconds": 41111.78524344927, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.40212765957446805, "fast_rcnn/fg_cls_accuracy": 0.5835866261398176, "iteration": 163599, "loss_box_reg": 0.0072833689919207245, "loss_cls": 0.04070518701337278, "loss_rpn_cls": 0.0006394253415464846, "loss_rpn_loc": 0.0017458135043852963, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383339351974428, "total_loss": 0.05055249443276466}
{"data_time": 0.004777455236762762, "eta_seconds": 41089.77480636607, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38055555555555554, "fast_rcnn/fg_cls_accuracy": 0.6194444444444445, "iteration": 163619, "loss_box_reg": 0.007232021336676553, "loss_cls": 0.04376762226456776, "loss_rpn_cls": 0.0007698323652221006, "loss_rpn_loc": 0.0019771113329625223, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5409308362286538, "total_loss": 0.05522123421815195}
{"data_time": 0.004062918247655034, "eta_seconds": 41103.16649313667, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3127777777777778, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 163639, "loss_box_reg": 0.0069836758193559945, "loss_cls": 0.04083087475737557, "loss_rpn_cls": 0.0005436634691022846, "loss_rpn_loc": 0.002448100460242131, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380380584392697, "total_loss": 0.051644980646074146}
{"data_time": 0.004353478783741593, "eta_seconds": 41079.49892370729, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5335917312661499, "iteration": 163659, "loss_box_reg": 0.008046090311836451, "loss_cls": 0.04546328686410561, "loss_rpn_cls": 0.00034585443694368223, "loss_rpn_loc": 0.0017710774009174202, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5409295440185815, "total_loss": 0.05669402800458556}
{"data_time": 0.0038210435304790735, "eta_seconds": 41061.40141580021, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.4569746376811594, "fast_rcnn/fg_cls_accuracy": 0.5430253623188406, "iteration": 163679, "loss_box_reg": 0.007304909260710701, "loss_cls": 0.04373665456660092, "loss_rpn_cls": 0.0005192437522509863, "loss_rpn_loc": 0.0020702438705484383, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.536302279913798, "total_loss": 0.054655014586273865}
{"data_time": 0.0041611900087445974, "eta_seconds": 41070.87003303808, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4682432432432433, "fast_rcnn/fg_cls_accuracy": 0.4907407407407407, "iteration": 163699, "loss_box_reg": 0.007562057231552899, "loss_cls": 0.04564162850147113, "loss_rpn_cls": 0.0007327301296982114, "loss_rpn_loc": 0.0026258803009113763, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358624635264277, "total_loss": 0.05720426239281551}
{"data_time": 0.004075405653566122, "eta_seconds": 41060.10454633855, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.21052631578947367, "fast_rcnn/fg_cls_accuracy": 0.7801535087719298, "iteration": 163719, "loss_box_reg": 0.007587814441649243, "loss_cls": 0.04317382944282144, "loss_rpn_cls": 0.0007532519165351914, "loss_rpn_loc": 0.001764452974384767, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5383182971272618, "total_loss": 0.053806903898134806}
{"data_time": 0.003791899885982275, "eta_seconds": 41056.37597048632, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3715277777777778, "fast_rcnn/fg_cls_accuracy": 0.601010101010101, "iteration": 163739, "loss_box_reg": 0.007512571755796671, "loss_cls": 0.04215473425574601, "loss_rpn_cls": 0.0012021386414744484, "loss_rpn_loc": 0.0029281199676916003, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374281911645085, "total_loss": 0.05325273139874298}
{"data_time": 0.004229793790727854, "eta_seconds": 41038.573572939495, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3906649616368286, "fast_rcnn/fg_cls_accuracy": 0.5929951690821256, "iteration": 163759, "loss_box_reg": 0.007155725819757208, "loss_cls": 0.046484570135362446, "loss_rpn_cls": 0.0007884652463872044, "loss_rpn_loc": 0.0020782979590876494, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5393102129455656, "total_loss": 0.05718464121981981}
{"data_time": 0.0042977414559572935, "eta_seconds": 41023.787774989614, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2938099389712293, "fast_rcnn/fg_cls_accuracy": 0.7061900610287708, "iteration": 163779, "loss_box_reg": 0.006840295274741948, "loss_cls": 0.04243516444694251, "loss_rpn_cls": 0.0014076638865390123, "loss_rpn_loc": 0.0020119060682191048, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5402097124606371, "total_loss": 0.05395498461916759}
{"data_time": 0.004159421660006046, "eta_seconds": 41004.16417764267, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3508771929824561, "fast_rcnn/fg_cls_accuracy": 0.6491228070175439, "iteration": 163799, "loss_box_reg": 0.007994154730113223, "loss_cls": 0.04244439455214888, "loss_rpn_cls": 0.0006191075640913368, "loss_rpn_loc": 0.001489492551627336, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5343631084542722, "total_loss": 0.054424937327951284}
{"data_time": 0.003717957530170679, "eta_seconds": 41006.27711284091, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43665158371040724, "fast_rcnn/fg_cls_accuracy": 0.5633484162895928, "iteration": 163819, "loss_box_reg": 0.007371396292001009, "loss_cls": 0.041306027909740806, "loss_rpn_cls": 0.0006355420310910631, "loss_rpn_loc": 0.0026273110415786505, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5442368465010077, "total_loss": 0.051602517042510954}
{"data_time": 0.004265674855560064, "eta_seconds": 40975.319941153284, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.467741935483871, "fast_rcnn/fg_cls_accuracy": 0.532258064516129, "iteration": 163839, "loss_box_reg": 0.008875179599272087, "loss_cls": 0.045542458072304726, "loss_rpn_cls": 0.0005835687934450107, "loss_rpn_loc": 0.0017893828771775588, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.547766289440915, "total_loss": 0.05532932193102624}
{"data_time": 0.00472682062536478, "eta_seconds": 40980.73004782782, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41330645161290325, "fast_rcnn/fg_cls_accuracy": 0.5515202702702703, "iteration": 163859, "loss_box_reg": 0.007428329932736233, "loss_cls": 0.04301159945316613, "loss_rpn_cls": 0.0005999672394239042, "loss_rpn_loc": 0.002149964175259811, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5430376115255058, "total_loss": 0.05488387534086314}
{"data_time": 0.004115340765565634, "eta_seconds": 40987.967740440974, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43529411764705883, "fast_rcnn/fg_cls_accuracy": 0.5405679513184585, "iteration": 163879, "loss_box_reg": 0.007879362558014691, "loss_cls": 0.04258792626205832, "loss_rpn_cls": 0.0012377859543448722, "loss_rpn_loc": 0.002028370799962431, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5425599734298885, "total_loss": 0.05593315262251508}
{"data_time": 0.0038659265264868736, "eta_seconds": 40966.37952110125, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34090909090909094, "fast_rcnn/fg_cls_accuracy": 0.6590909090909092, "iteration": 163899, "loss_box_reg": 0.007882440637331456, "loss_cls": 0.04597518523223698, "loss_rpn_cls": 0.0007988872222313148, "loss_rpn_loc": 0.0022314777088467963, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340975935105234, "total_loss": 0.056829834119412226}
{"data_time": 0.004059334052726626, "eta_seconds": 40962.17710339534, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.30457637600494747, "fast_rcnn/fg_cls_accuracy": 0.6954236239950526, "iteration": 163919, "loss_box_reg": 0.007628800754901022, "loss_cls": 0.041675653075799346, "loss_rpn_cls": 0.0006627558168474934, "loss_rpn_loc": 0.0017600800965738017, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5359396319836378, "total_loss": 0.053303910625231765}
{"data_time": 0.003989368677139282, "eta_seconds": 40944.84688446252, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43465909090909094, "fast_rcnn/fg_cls_accuracy": 0.5495426829268293, "iteration": 163939, "loss_box_reg": 0.00724295704276301, "loss_cls": 0.04313370247837156, "loss_rpn_cls": 0.0006844906042715593, "loss_rpn_loc": 0.001811176996852737, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5336111176293343, "total_loss": 0.05403558854709445}
{"data_time": 0.00469812611117959, "eta_seconds": 40926.31499472004, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.457002457002457, "fast_rcnn/fg_cls_accuracy": 0.542997542997543, "iteration": 163959, "loss_box_reg": 0.007991715450771153, "loss_cls": 0.04382325359620154, "loss_rpn_cls": 0.0011375001753322067, "loss_rpn_loc": 0.0023163855348684592, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5344911431893706, "total_loss": 0.057239115297363696}
{"data_time": 0.004161142744123936, "eta_seconds": 40899.55319447513, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.36979166666666663, "fast_rcnn/fg_cls_accuracy": 0.6190476190476191, "iteration": 163979, "loss_box_reg": 0.00834988325368613, "loss_cls": 0.04382339748553932, "loss_rpn_cls": 0.001067623132485096, "loss_rpn_loc": 0.001643729305214947, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381607376039028, "total_loss": 0.05634750786276754}
{"data_time": 0.003831105539575219, "eta_seconds": 40888.79312733724, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 163999, "loss_box_reg": 0.007448296993970871, "loss_cls": 0.04242403997341171, "loss_rpn_cls": 0.0006871923832107996, "loss_rpn_loc": 0.0020597993170667905, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5377809822093695, "total_loss": 0.053595165083606844}
{"data_time": 0.003934626467525959, "eta_seconds": 40865.91243279213, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.39009661835748793, "fast_rcnn/fg_cls_accuracy": 0.6099033816425121, "iteration": 164019, "loss_box_reg": 0.0072582946449983865, "loss_cls": 0.043619166885036975, "loss_rpn_cls": 0.000617490017361888, "loss_rpn_loc": 0.002149023317542742, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5341358294244856, "total_loss": 0.05395214244072122}
{"data_time": 0.003956112079322338, "eta_seconds": 40838.41010468663, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4458333333333333, "fast_rcnn/fg_cls_accuracy": 0.535569105691057, "iteration": 164039, "loss_box_reg": 0.007823517225915566, "loss_cls": 0.04464743798598647, "loss_rpn_cls": 0.0005652923130128329, "loss_rpn_loc": 0.001811903617635835, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352976145222783, "total_loss": 0.05442322866338145}
{"data_time": 0.004049428040161729, "eta_seconds": 40831.417160581565, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2946236559139785, "fast_rcnn/fg_cls_accuracy": 0.7053763440860215, "iteration": 164059, "loss_box_reg": 0.007782610220601782, "loss_cls": 0.04416580675751902, "loss_rpn_cls": 0.0007475089770423438, "loss_rpn_loc": 0.002490535433025798, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 248.0, "rpn/num_pos_anchors": 8.0, "time": 0.5453642373904586, "total_loss": 0.054514142958225875}
{"data_time": 0.004351230105385184, "eta_seconds": 40836.16533341864, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1981658692185008, "fast_rcnn/fg_cls_accuracy": 0.7607142857142857, "iteration": 164079, "loss_box_reg": 0.007978269510203972, "loss_cls": 0.042665848741307855, "loss_rpn_cls": 0.0007308118333639868, "loss_rpn_loc": 0.001953200695425039, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5379855609498918, "total_loss": 0.05363123425934191}
{"data_time": 0.004190620966255665, "eta_seconds": 40825.4077919391, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2943722943722944, "fast_rcnn/fg_cls_accuracy": 0.7056277056277056, "iteration": 164099, "loss_box_reg": 0.00863554363604635, "loss_cls": 0.04405247699469328, "loss_rpn_cls": 0.0009294583983319171, "loss_rpn_loc": 0.0020042353917233413, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5358647713437676, "total_loss": 0.05660721771516819}
{"data_time": 0.004422834375873208, "eta_seconds": 40789.8812667476, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.1981658692185008, "fast_rcnn/fg_cls_accuracy": 0.7913752913752914, "iteration": 164119, "loss_box_reg": 0.006895564220030792, "loss_cls": 0.043120995978824794, "loss_rpn_cls": 0.0010451856653617142, "loss_rpn_loc": 0.0021800856229674537, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5429476446006447, "total_loss": 0.054193015591863514}
{"data_time": 0.003785975044593215, "eta_seconds": 40795.21405618382, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24166666666666667, "fast_rcnn/fg_cls_accuracy": 0.7042682926829269, "iteration": 164139, "loss_box_reg": 0.0078540904505644, "loss_cls": 0.043306692386977375, "loss_rpn_cls": 0.0010087015569695268, "loss_rpn_loc": 0.002078490959320334, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5397609064821154, "total_loss": 0.055278987129298685}
{"data_time": 0.0037130885757505894, "eta_seconds": 40765.26793473563, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.39442567567567566, "fast_rcnn/fg_cls_accuracy": 0.5883620689655172, "iteration": 164159, "loss_box_reg": 0.00726166254025884, "loss_cls": 0.04195176635403186, "loss_rpn_cls": 0.0006039317370323261, "loss_rpn_loc": 0.0015747483830637066, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5344846025109291, "total_loss": 0.05244505159282653}
{"data_time": 0.0035559486132115126, "eta_seconds": 40773.70354930614, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4318452380952381, "fast_rcnn/fg_cls_accuracy": 0.5681547619047619, "iteration": 164179, "loss_box_reg": 0.0071909727703314275, "loss_cls": 0.042866267962381244, "loss_rpn_cls": 0.0010295981865624526, "loss_rpn_loc": 0.0016733486736484338, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5487496769055724, "total_loss": 0.05204486684931453}
{"data_time": 0.003678731620311737, "eta_seconds": 40752.39036275656, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2225, "fast_rcnn/fg_cls_accuracy": 0.7775000000000001, "iteration": 164199, "loss_box_reg": 0.006891038472531363, "loss_cls": 0.043593114300165325, "loss_rpn_cls": 0.0005254189669585685, "loss_rpn_loc": 0.0014368528836712358, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5401432591024786, "total_loss": 0.05378205324905139}
{"data_time": 0.0040626307018101215, "eta_seconds": 40741.6378950153, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2142857142857143, "fast_rcnn/fg_cls_accuracy": 0.7857142857142858, "iteration": 164219, "loss_box_reg": 0.0069189843197818846, "loss_cls": 0.042004427406936884, "loss_rpn_cls": 0.0008462754094580305, "loss_rpn_loc": 0.0021820416586706415, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5429030093364418, "total_loss": 0.053169747593756256}
{"data_time": 0.003774621058255434, "eta_seconds": 40729.01405458688, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5366161616161615, "fast_rcnn/fg_cls_accuracy": 0.46338383838383834, "iteration": 164239, "loss_box_reg": 0.009240594154107384, "loss_cls": 0.04298531106906012, "loss_rpn_cls": 0.0005122259472614132, "loss_rpn_loc": 0.0021271359182719607, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5383169769775122, "total_loss": 0.054015852140139486}
{"data_time": 0.004427612293511629, "eta_seconds": 40711.51697162236, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4132379248658319, "fast_rcnn/fg_cls_accuracy": 0.5867620751341682, "iteration": 164259, "loss_box_reg": 0.008253624269855209, "loss_cls": 0.044350572396069765, "loss_rpn_cls": 0.000749321876128306, "loss_rpn_loc": 0.0023385544700431637, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5405863265041262, "total_loss": 0.056377878580747165}
{"data_time": 0.003927599638700485, "eta_seconds": 40686.68073221878, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2532051282051282, "fast_rcnn/fg_cls_accuracy": 0.7467948717948718, "iteration": 164279, "loss_box_reg": 0.007602106168633327, "loss_cls": 0.043507692287676036, "loss_rpn_cls": 0.0007994331552936274, "loss_rpn_loc": 0.002456260777762509, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5366213575471193, "total_loss": 0.05524786350724753}
{"data_time": 0.004032712429761887, "eta_seconds": 40687.035935948836, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2842717258261934, "fast_rcnn/fg_cls_accuracy": 0.7157282741738066, "iteration": 164299, "loss_box_reg": 0.007379694550763816, "loss_cls": 0.041061233496293426, "loss_rpn_cls": 0.0009321544018234817, "loss_rpn_loc": 0.002618425598484464, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406761416234076, "total_loss": 0.053297942832330136}
{"data_time": 0.0034691886976361275, "eta_seconds": 40677.921534787165, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 164319, "loss_box_reg": 0.007228119997307658, "loss_cls": 0.04376821793266572, "loss_rpn_cls": 0.001212802355439635, "loss_rpn_loc": 0.0016991640059131896, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5353059000335634, "total_loss": 0.05331440857941061}
{"data_time": 0.004050453659147024, "eta_seconds": 40691.46612759703, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2850498338870432, "fast_rcnn/fg_cls_accuracy": 0.7149501661129568, "iteration": 164339, "loss_box_reg": 0.008165318737155758, "loss_cls": 0.04479261580854654, "loss_rpn_cls": 0.0008970897258109289, "loss_rpn_loc": 0.002290699696459342, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5435870699584484, "total_loss": 0.05725969779416573}
{"data_time": 0.0039077093824744225, "eta_seconds": 40689.262544338126, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24632802937576498, "fast_rcnn/fg_cls_accuracy": 0.753671970624235, "iteration": 164359, "loss_box_reg": 0.00797756772954017, "loss_cls": 0.041762353299418464, "loss_rpn_cls": 0.0011942997598453076, "loss_rpn_loc": 0.0020442085715330904, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5301647656597197, "total_loss": 0.05352553385432657}
{"data_time": 0.003962609218433499, "eta_seconds": 40684.351851717336, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4300699300699301, "fast_rcnn/fg_cls_accuracy": 0.56993006993007, "iteration": 164379, "loss_box_reg": 0.007494506033253856, "loss_cls": 0.041976570355473086, "loss_rpn_cls": 0.0007158024938576091, "loss_rpn_loc": 0.0017236494695680449, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436134282499552, "total_loss": 0.054525467481198575}
{"data_time": 0.003811286296695471, "eta_seconds": 40699.399258143036, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.21832579185520362, "fast_rcnn/fg_cls_accuracy": 0.7816742081447964, "iteration": 164399, "loss_box_reg": 0.007864694867748767, "loss_cls": 0.04554436187027022, "loss_rpn_cls": 0.0007490424304421595, "loss_rpn_loc": 0.002750011064563296, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5409439187496901, "total_loss": 0.0565024067893205}
{"data_time": 0.004082736559212208, "eta_seconds": 40691.24789097835, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.32954545454545453, "fast_rcnn/fg_cls_accuracy": 0.6704545454545454, "iteration": 164419, "loss_box_reg": 0.007093844091286883, "loss_cls": 0.04546265199314803, "loss_rpn_cls": 0.0005651544889246907, "loss_rpn_loc": 0.0016460561273561325, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382882989943027, "total_loss": 0.05555144505797216}
{"data_time": 0.004329879069700837, "eta_seconds": 40680.48030444444, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4583333333333333, "fast_rcnn/fg_cls_accuracy": 0.5416666666666667, "iteration": 164439, "loss_box_reg": 0.0075766601075883955, "loss_cls": 0.040754116023890674, "loss_rpn_cls": 0.0010565861879143768, "loss_rpn_loc": 0.002004779758863151, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368747075553983, "total_loss": 0.05224085957642899}
{"data_time": 0.004316742531955242, "eta_seconds": 40681.88507753285, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5192307692307692, "fast_rcnn/fg_cls_accuracy": 0.41666666666666663, "iteration": 164459, "loss_box_reg": 0.00874311724328436, "loss_cls": 0.04568074585404247, "loss_rpn_cls": 0.0008823606822261354, "loss_rpn_loc": 0.002077528501104098, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5416470593772829, "total_loss": 0.05783531530084929}
{"data_time": 0.003653251100331545, "eta_seconds": 40678.67845297279, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2522167487684729, "fast_rcnn/fg_cls_accuracy": 0.7409774436090226, "iteration": 164479, "loss_box_reg": 0.007874899019952863, "loss_cls": 0.04356830311007798, "loss_rpn_cls": 0.0006866200375839071, "loss_rpn_loc": 0.0019098990451311693, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398226762190461, "total_loss": 0.055193033389400625}
{"data_time": 0.0037006898783147335, "eta_seconds": 40660.34345903294, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4588963963963964, "fast_rcnn/fg_cls_accuracy": 0.5411036036036037, "iteration": 164499, "loss_box_reg": 0.0073072998493444175, "loss_cls": 0.04066602099919692, "loss_rpn_cls": 0.0014054948308057646, "loss_rpn_loc": 0.0020826751097047236, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389154639560729, "total_loss": 0.05029088516937463}
{"data_time": 0.004559908993542194, "eta_seconds": 40637.409958308795, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4496281271129141, "fast_rcnn/fg_cls_accuracy": 0.5503718728870859, "iteration": 164519, "loss_box_reg": 0.0074802856834139675, "loss_cls": 0.040163043595384806, "loss_rpn_cls": 0.0008774856955255927, "loss_rpn_loc": 0.0026162110752920853, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5336457688827068, "total_loss": 0.05170100027322633}
{"data_time": 0.004145401995629072, "eta_seconds": 40624.030997192254, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43496621621621623, "fast_rcnn/fg_cls_accuracy": 0.5650337837837838, "iteration": 164539, "loss_box_reg": 0.007552242022939026, "loss_cls": 0.042366462177596986, "loss_rpn_cls": 0.0004469837363103579, "loss_rpn_loc": 0.0021803024792461656, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5390413380227983, "total_loss": 0.052294095980869315}
{"data_time": 0.004178247880190611, "eta_seconds": 40615.87478524097, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2948717948717949, "fast_rcnn/fg_cls_accuracy": 0.7051282051282051, "iteration": 164559, "loss_box_reg": 0.007388198631815612, "loss_cls": 0.04208009463036433, "loss_rpn_cls": 0.000875024167612537, "loss_rpn_loc": 0.0019399768134462647, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5363613171502948, "total_loss": 0.053088651285975175}
{"data_time": 0.003960230387747288, "eta_seconds": 40598.77306836983, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43000000000000005, "fast_rcnn/fg_cls_accuracy": 0.5700000000000001, "iteration": 164579, "loss_box_reg": 0.007378343754680827, "loss_cls": 0.04427269601728767, "loss_rpn_cls": 0.0005805867906474305, "loss_rpn_loc": 0.0022053281390981283, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5342253684066236, "total_loss": 0.055366513435160414}
{"data_time": 0.004661904880777001, "eta_seconds": 40594.42730271164, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3501915708812261, "fast_rcnn/fg_cls_accuracy": 0.6016339869281047, "iteration": 164599, "loss_box_reg": 0.008320028020534664, "loss_cls": 0.04419280189904384, "loss_rpn_cls": 0.0012089491468714186, "loss_rpn_loc": 0.0019853348585456843, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5411654252093285, "total_loss": 0.05661742476979725}
{"data_time": 0.004517066525295377, "eta_seconds": 40583.65969291795, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2230392156862745, "fast_rcnn/fg_cls_accuracy": 0.7533783783783784, "iteration": 164619, "loss_box_reg": 0.0076332021853886545, "loss_cls": 0.04253610939485952, "loss_rpn_cls": 0.0006421431448870862, "loss_rpn_loc": 0.0022927352438273374, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5388059120159596, "total_loss": 0.0531401231791051}
{"data_time": 0.004314914112910628, "eta_seconds": 40570.19652508455, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.41035353535353536, "fast_rcnn/fg_cls_accuracy": 0.5896464646464648, "iteration": 164639, "loss_box_reg": 0.007022484642220661, "loss_cls": 0.0446089431643486, "loss_rpn_cls": 0.0006103079712147519, "loss_rpn_loc": 0.001493981018938939, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5285865992773324, "total_loss": 0.0556827807714626}
{"data_time": 0.0037250600289553404, "eta_seconds": 40555.709440925624, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.20227272727272727, "fast_rcnn/fg_cls_accuracy": 0.7782555282555282, "iteration": 164659, "loss_box_reg": 0.00805686041712761, "loss_cls": 0.04117395932553336, "loss_rpn_cls": 0.0007757369812679826, "loss_rpn_loc": 0.0019743972006835975, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5309377799276263, "total_loss": 0.053508443483224255}
{"data_time": 0.0037154483143240213, "eta_seconds": 40549.2607842742, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3648648648648649, "fast_rcnn/fg_cls_accuracy": 0.6351351351351351, "iteration": 164679, "loss_box_reg": 0.008512583532137796, "loss_cls": 0.0469507485977374, "loss_rpn_cls": 0.0007643807979320627, "loss_rpn_loc": 0.0024918030449043727, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5413542909082025, "total_loss": 0.05765066377529138}
{"data_time": 0.004457796458154917, "eta_seconds": 40552.63536653342, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.34134615384615385, "fast_rcnn/fg_cls_accuracy": 0.6586538461538461, "iteration": 164699, "loss_box_reg": 0.0072191423969343305, "loss_cls": 0.04374982148874551, "loss_rpn_cls": 0.0008399121702495904, "loss_rpn_loc": 0.0020593598783307243, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5461470994632691, "total_loss": 0.0539958589337175}
{"data_time": 0.003932904684916139, "eta_seconds": 40536.76763545768, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2699362041467305, "fast_rcnn/fg_cls_accuracy": 0.7300637958532696, "iteration": 164719, "loss_box_reg": 0.006929915078217164, "loss_cls": 0.04270369547884911, "loss_rpn_cls": 0.0008242546258330208, "loss_rpn_loc": 0.0018329611430090154, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353207048028708, "total_loss": 0.05332109539822483}
{"data_time": 0.0037965134251862764, "eta_seconds": 40531.09374803351, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.20344827586206898, "fast_rcnn/fg_cls_accuracy": 0.7426470588235294, "iteration": 164739, "loss_box_reg": 0.00734580447897315, "loss_cls": 0.04558994702529162, "loss_rpn_cls": 0.0010652171294509571, "loss_rpn_loc": 0.001792746097635245, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5375505844131112, "total_loss": 0.055666764615693864}
{"data_time": 0.0036295480094850063, "eta_seconds": 40532.22394830012, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.15504807692307693, "fast_rcnn/fg_cls_accuracy": 0.8205128205128205, "iteration": 164759, "loss_box_reg": 0.008570245845476165, "loss_cls": 0.04566525394329801, "loss_rpn_cls": 0.0006506163138055854, "loss_rpn_loc": 0.001789953470506589, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419623423367739, "total_loss": 0.05751402839177899}
{"data_time": 0.00437748827971518, "eta_seconds": 40525.8287468357, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3528708133971292, "fast_rcnn/fg_cls_accuracy": 0.6237373737373737, "iteration": 164779, "loss_box_reg": 0.006924044282641262, "loss_cls": 0.04354882496409118, "loss_rpn_cls": 0.0009137747883585234, "loss_rpn_loc": 0.0019521815156622324, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418808895628899, "total_loss": 0.053079790675383265}
{"data_time": 0.004552239319309592, "eta_seconds": 40527.488080507144, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.34633204633204634, "fast_rcnn/fg_cls_accuracy": 0.6536679536679537, "iteration": 164799, "loss_box_reg": 0.007237874437123537, "loss_cls": 0.04086130193900317, "loss_rpn_cls": 0.0006835125520865404, "loss_rpn_loc": 0.0021072538402222563, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5434056879021227, "total_loss": 0.0524650543734424}
{"data_time": 0.0042040657717734575, "eta_seconds": 40504.27847297769, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.17083333333333334, "fast_rcnn/fg_cls_accuracy": 0.8099358974358974, "iteration": 164819, "loss_box_reg": 0.007624044752446935, "loss_cls": 0.042430964356753975, "loss_rpn_cls": 0.0006082707348582517, "loss_rpn_loc": 0.002154363210138399, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364110514055938, "total_loss": 0.05488286693559985}
{"data_time": 0.0044501591473817825, "eta_seconds": 40470.43239080347, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2863636363636364, "fast_rcnn/fg_cls_accuracy": 0.7136363636363636, "iteration": 164839, "loss_box_reg": 0.007488605304388329, "loss_cls": 0.04352677648421377, "loss_rpn_cls": 0.0013432269193174307, "loss_rpn_loc": 0.002516082182410173, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5330493266228586, "total_loss": 0.055357774221590716}
{"data_time": 0.003879793919622898, "eta_seconds": 40459.66339294799, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32258064516129037, "fast_rcnn/fg_cls_accuracy": 0.6774193548387097, "iteration": 164859, "loss_box_reg": 0.00697141197451856, "loss_cls": 0.0419815419591032, "loss_rpn_cls": 0.0005440823856588395, "loss_rpn_loc": 0.0018200923968834104, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399810208473355, "total_loss": 0.05325885143513176}
{"data_time": 0.004014721605926752, "eta_seconds": 40443.680765599944, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2998423955870764, "fast_rcnn/fg_cls_accuracy": 0.7001576044129235, "iteration": 164879, "loss_box_reg": 0.007616334885824472, "loss_cls": 0.04352717677829787, "loss_rpn_cls": 0.0006478824063833599, "loss_rpn_loc": 0.0014655934282927774, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420527949463576, "total_loss": 0.05277968967158131}
{"data_time": 0.004081143531948328, "eta_seconds": 40426.518558593, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3905982905982906, "fast_rcnn/fg_cls_accuracy": 0.6094017094017095, "iteration": 164899, "loss_box_reg": 0.007805033499607816, "loss_cls": 0.041342428157804534, "loss_rpn_cls": 0.0009035268809611807, "loss_rpn_loc": 0.002027831331361085, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338454765733331, "total_loss": 0.05267286239575242}
{"data_time": 0.004084635525941849, "eta_seconds": 40408.460142121185, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3752587991718426, "fast_rcnn/fg_cls_accuracy": 0.6247412008281574, "iteration": 164919, "loss_box_reg": 0.007248438952956349, "loss_cls": 0.042669272515922785, "loss_rpn_cls": 0.0005586100817254191, "loss_rpn_loc": 0.002042257325229002, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5336801540106535, "total_loss": 0.05448898931018675}
{"data_time": 0.003334020497277379, "eta_seconds": 40404.9867448709, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.15833333333333333, "fast_rcnn/fg_cls_accuracy": 0.8416666666666667, "iteration": 164939, "loss_box_reg": 0.007012220361502841, "loss_cls": 0.043722332920879126, "loss_rpn_cls": 0.0009692496456636945, "loss_rpn_loc": 0.002602104577817954, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417553004808724, "total_loss": 0.0554404942530482}
{"data_time": 0.0035844314843416214, "eta_seconds": 40400.61032642517, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4334302325581395, "fast_rcnn/fg_cls_accuracy": 0.5665697674418604, "iteration": 164959, "loss_box_reg": 0.007138174260035157, "loss_cls": 0.044666671892628074, "loss_rpn_cls": 0.0009348464765253084, "loss_rpn_loc": 0.0024715646304684924, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5353258315008134, "total_loss": 0.05751566828871546}
{"data_time": 0.0037990983109921217, "eta_seconds": 40381.61023892113, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38982371794871795, "fast_rcnn/fg_cls_accuracy": 0.5869293308317698, "iteration": 164979, "loss_box_reg": 0.006967702473048121, "loss_cls": 0.041652685846202075, "loss_rpn_cls": 0.0005956883075555197, "loss_rpn_loc": 0.0019096777577942703, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365795069374144, "total_loss": 0.051801375304421526}
{"data_time": 0.0040566211100667715, "eta_seconds": 40370.84482384031, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3325602968460111, "fast_rcnn/fg_cls_accuracy": 0.6674397031539888, "iteration": 164999, "loss_box_reg": 0.008660919091198593, "loss_cls": 0.04482810234185308, "loss_rpn_cls": 0.0007308491117328231, "loss_rpn_loc": 0.0021393617244029883, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5432673136238009, "total_loss": 0.0556159457415788}
{"data_time": 0.004216841422021389, "eta_seconds": 40365.712733158376, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21155638397017706, "fast_rcnn/fg_cls_accuracy": 0.7490347490347491, "iteration": 165019, "loss_box_reg": 0.007349662686465308, "loss_cls": 0.04229906157706864, "loss_rpn_cls": 0.0006079760760258068, "loss_rpn_loc": 0.002363963541938574, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5358646251261234, "total_loss": 0.05260114262614479}
{"data_time": 0.004691444104537368, "eta_seconds": 40357.5398872504, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4290598290598291, "fast_rcnn/fg_cls_accuracy": 0.5614630467571644, "iteration": 165039, "loss_box_reg": 0.007631134241819382, "loss_cls": 0.04668982943985611, "loss_rpn_cls": 0.0008021837856091452, "loss_rpn_loc": 0.001913493892061524, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5402463537175208, "total_loss": 0.05825500049058974}
{"data_time": 0.004114712122827768, "eta_seconds": 40330.4818993418, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4725868725868726, "fast_rcnn/fg_cls_accuracy": 0.5274131274131274, "iteration": 165059, "loss_box_reg": 0.008168262153049, "loss_cls": 0.04461993012228049, "loss_rpn_cls": 0.0006669573079989277, "loss_rpn_loc": 0.0019782919880526606, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5371066657826304, "total_loss": 0.056880961763681626}
{"data_time": 0.0038575755897909403, "eta_seconds": 40331.99005767051, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 165079, "loss_box_reg": 0.007720226305536926, "loss_cls": 0.044679282465949655, "loss_rpn_cls": 0.0008810535418888321, "loss_rpn_loc": 0.0023589873635501135, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.544440223602578, "total_loss": 0.05648297288576032}
{"data_time": 0.004076915327459574, "eta_seconds": 40321.22351956833, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.4941860465116279, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 165099, "loss_box_reg": 0.007786456408211961, "loss_cls": 0.04155814053956419, "loss_rpn_cls": 0.0012601018025293342, "loss_rpn_loc": 0.0020318048536864808, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364765997510403, "total_loss": 0.053406475453698476}
{"data_time": 0.004129293607547879, "eta_seconds": 40310.45698146615, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3686411149825784, "fast_rcnn/fg_cls_accuracy": 0.6163690476190475, "iteration": 165119, "loss_box_reg": 0.007725848816335201, "loss_cls": 0.0423567786347121, "loss_rpn_cls": 0.0004999551073296971, "loss_rpn_loc": 0.002399933713604696, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5440804057288915, "total_loss": 0.05444133940352458}
{"data_time": 0.003663969924673438, "eta_seconds": 40300.28483900102, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4259398496240602, "fast_rcnn/fg_cls_accuracy": 0.5740601503759398, "iteration": 165139, "loss_box_reg": 0.007749491574941203, "loss_cls": 0.045765263377688825, "loss_rpn_cls": 0.0008015635924039088, "loss_rpn_loc": 0.0016888998488866491, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5467698518186808, "total_loss": 0.05549736764669433}
{"data_time": 0.0036657333839684725, "eta_seconds": 40292.934228488244, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.312900641025641, "fast_rcnn/fg_cls_accuracy": 0.6229967948717949, "iteration": 165159, "loss_box_reg": 0.0071879444003570825, "loss_cls": 0.04120601003523916, "loss_rpn_cls": 0.0007972335532713259, "loss_rpn_loc": 0.0018587015965749742, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5328919612802565, "total_loss": 0.05315611064065706}
{"data_time": 0.003962417133152485, "eta_seconds": 40265.90232570493, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.44281045751633985, "fast_rcnn/fg_cls_accuracy": 0.5555555555555556, "iteration": 165179, "loss_box_reg": 0.007782334243529476, "loss_cls": 0.03834358975291252, "loss_rpn_cls": 0.0005614644096567645, "loss_rpn_loc": 0.0021009684169257525, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345117298420519, "total_loss": 0.049767461433447124}
{"data_time": 0.004190922016277909, "eta_seconds": 40262.36494730064, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3299319727891156, "fast_rcnn/fg_cls_accuracy": 0.6476190476190475, "iteration": 165199, "loss_box_reg": 0.006955214324989356, "loss_cls": 0.04242725408403203, "loss_rpn_cls": 0.0007852127186538382, "loss_rpn_loc": 0.002112159872922348, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540331965778023, "total_loss": 0.05176610401463222}
{"data_time": 0.004341450985521078, "eta_seconds": 40234.42558665597, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34408602150537637, "fast_rcnn/fg_cls_accuracy": 0.6559139784946236, "iteration": 165219, "loss_box_reg": 0.00720169986016117, "loss_cls": 0.04310022693243809, "loss_rpn_cls": 0.0008993790587510375, "loss_rpn_loc": 0.0025868907396215945, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5312067326158285, "total_loss": 0.054921983781696326}
{"data_time": 0.003733887104317546, "eta_seconds": 40216.697520608315, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2254032258064516, "fast_rcnn/fg_cls_accuracy": 0.7745967741935484, "iteration": 165239, "loss_box_reg": 0.007581311103422195, "loss_cls": 0.04080102487932891, "loss_rpn_cls": 0.0003816649692680585, "loss_rpn_loc": 0.0021167495760892052, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346682763192803, "total_loss": 0.05093817805402523}
{"data_time": 0.0038292102981358767, "eta_seconds": 40196.057460734155, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.41621621621621624, "fast_rcnn/fg_cls_accuracy": 0.574106364428945, "iteration": 165259, "loss_box_reg": 0.007660579140065238, "loss_cls": 0.0420488795498386, "loss_rpn_cls": 0.0006419130721582178, "loss_rpn_loc": 0.002286776305481908, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391679012682289, "total_loss": 0.053686478995985}
{"data_time": 0.0037973138969391584, "eta_seconds": 40191.12336964323, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.37642857142857145, "fast_rcnn/fg_cls_accuracy": 0.6235714285714286, "iteration": 165279, "loss_box_reg": 0.008107732428470626, "loss_cls": 0.0436639254912734, "loss_rpn_cls": 0.0008035217069846112, "loss_rpn_loc": 0.0021316552974894876, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378856458701193, "total_loss": 0.056757374559936125}
{"data_time": 0.004540366819128394, "eta_seconds": 40180.365718281595, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.46651785714285715, "fast_rcnn/fg_cls_accuracy": 0.5334821428571428, "iteration": 165299, "loss_box_reg": 0.007275791664142162, "loss_cls": 0.04424008619389497, "loss_rpn_cls": 0.0005698086806091851, "loss_rpn_loc": 0.0019708278123289347, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5460743114817888, "total_loss": 0.054774139909227415}
{"data_time": 0.004835687577724457, "eta_seconds": 40169.60806691996, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.45731707317073167, "fast_rcnn/fg_cls_accuracy": 0.5426829268292683, "iteration": 165319, "loss_box_reg": 0.007733088117674924, "loss_cls": 0.04388026671949774, "loss_rpn_cls": 0.0009121751662775068, "loss_rpn_loc": 0.002144205336662708, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334132038988173, "total_loss": 0.055472524790502575}
{"data_time": 0.0036235228180885315, "eta_seconds": 40142.595974985044, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4352159468438538, "fast_rcnn/fg_cls_accuracy": 0.5647840531561461, "iteration": 165339, "loss_box_reg": 0.008189832427888177, "loss_cls": 0.045817105448804796, "loss_rpn_cls": 0.0008425581615085775, "loss_rpn_loc": 0.002640272785356501, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416952408850193, "total_loss": 0.05680822418116804}
{"data_time": 0.0037893771659582853, "eta_seconds": 40148.092764196685, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.36984126984126986, "fast_rcnn/fg_cls_accuracy": 0.6301587301587301, "iteration": 165359, "loss_box_reg": 0.007458312204107642, "loss_cls": 0.04094240703852847, "loss_rpn_cls": 0.0008583068390635162, "loss_rpn_loc": 0.0016364912335120607, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402719133999199, "total_loss": 0.05098471275491079}
{"data_time": 0.004177970811724663, "eta_seconds": 40137.33511283505, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4330870279146141, "fast_rcnn/fg_cls_accuracy": 0.5569923371647509, "iteration": 165379, "loss_box_reg": 0.007590657827677205, "loss_cls": 0.04221101198345423, "loss_rpn_cls": 0.0010640873850320531, "loss_rpn_loc": 0.0023088770049071172, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410132815595716, "total_loss": 0.053561449696928776}
{"data_time": 0.003982257097959518, "eta_seconds": 40126.57746147341, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.47445887445887447, "fast_rcnn/fg_cls_accuracy": 0.5255411255411255, "iteration": 165399, "loss_box_reg": 0.006693249364616349, "loss_cls": 0.043773352983407676, "loss_rpn_cls": 0.0005541699222249008, "loss_rpn_loc": 0.0022935770721232984, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5380194657482207, "total_loss": 0.05457846479006889}
{"data_time": 0.0042484349105507135, "eta_seconds": 40107.14653811953, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2861247947454844, "fast_rcnn/fg_cls_accuracy": 0.7138752052545156, "iteration": 165419, "loss_box_reg": 0.007551732996944338, "loss_cls": 0.044836027547717094, "loss_rpn_cls": 0.0007101128508111287, "loss_rpn_loc": 0.0022924208278709557, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5338665356393903, "total_loss": 0.05722947055085115}
{"data_time": 0.0038720425218343735, "eta_seconds": 40087.866125937784, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2793679189028026, "fast_rcnn/fg_cls_accuracy": 0.6949910554561718, "iteration": 165439, "loss_box_reg": 0.008084525295998901, "loss_cls": 0.040552393766120076, "loss_rpn_cls": 0.0005366694963413465, "loss_rpn_loc": 0.002391053907558671, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.533474039984867, "total_loss": 0.052173446863918116}
{"data_time": 0.004068194422870874, "eta_seconds": 40074.34600700461, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.27967479674796747, "fast_rcnn/fg_cls_accuracy": 0.7203252032520324, "iteration": 165459, "loss_box_reg": 0.006965065200347453, "loss_cls": 0.0442725766915828, "loss_rpn_cls": 0.0007880513943518963, "loss_rpn_loc": 0.002037756628851639, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5397291083354503, "total_loss": 0.05507979772607996}
{"data_time": 0.004383742576465011, "eta_seconds": 40061.12155528087, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.48, "fast_rcnn/fg_cls_accuracy": 0.52, "iteration": 165479, "loss_box_reg": 0.007544768275693059, "loss_cls": 0.04655154544161633, "loss_rpn_cls": 0.0007354354584094835, "loss_rpn_loc": 0.0017248353233298985, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5371540000196546, "total_loss": 0.05713981790540856}
{"data_time": 0.0035192829091101885, "eta_seconds": 40052.84141436056, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45039682539682535, "fast_rcnn/fg_cls_accuracy": 0.5219534050179211, "iteration": 165499, "loss_box_reg": 0.008083851367700845, "loss_cls": 0.0438547027297318, "loss_rpn_cls": 0.0011229048345740011, "loss_rpn_loc": 0.0023909725932753645, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5401627523824573, "total_loss": 0.056654392002656095}
{"data_time": 0.0043415112886577845, "eta_seconds": 40045.2485238018, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4342857142857143, "fast_rcnn/fg_cls_accuracy": 0.5657142857142857, "iteration": 165519, "loss_box_reg": 0.007996081592864357, "loss_cls": 0.041334667592309415, "loss_rpn_cls": 0.0010229024831005518, "loss_rpn_loc": 0.00218958234290767, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5333500234410167, "total_loss": 0.05408300800235111}
{"data_time": 0.004286821465939283, "eta_seconds": 40033.19562167628, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4612112112112112, "fast_rcnn/fg_cls_accuracy": 0.5387887887887888, "iteration": 165539, "loss_box_reg": 0.007823577820090577, "loss_cls": 0.044532606611028314, "loss_rpn_cls": 0.001021512960619475, "loss_rpn_loc": 0.0019293523364467546, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5370652580168098, "total_loss": 0.05554450349598028}
{"data_time": 0.00408701878041029, "eta_seconds": 40032.710562665015, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32132728304027225, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 165559, "loss_box_reg": 0.00761955208145082, "loss_cls": 0.04465847846586257, "loss_rpn_cls": 0.0012307736867569474, "loss_rpn_loc": 0.0019543710332072806, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5400649181101471, "total_loss": 0.05733425478445042}
{"data_time": 0.003959757974371314, "eta_seconds": 40035.02944819839, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.45134099616858236, "fast_rcnn/fg_cls_accuracy": 0.5141762452107279, "iteration": 165579, "loss_box_reg": 0.00813774741254747, "loss_cls": 0.04164142138324678, "loss_rpn_cls": 0.0007722856539658096, "loss_rpn_loc": 0.0020336605684860842, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403590488713235, "total_loss": 0.054508244790781646}
{"data_time": 0.0036882604472339153, "eta_seconds": 40020.39531463105, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5075268817204301, "fast_rcnn/fg_cls_accuracy": 0.44531864673485444, "iteration": 165599, "loss_box_reg": 0.007654783898033202, "loss_cls": 0.045180731220170856, "loss_rpn_cls": 0.0006548098417056281, "loss_rpn_loc": 0.0022342742995533627, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5435056025162339, "total_loss": 0.05647493477727039}
{"data_time": 0.0043424260802567005, "eta_seconds": 40000.443900022656, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3099343185550082, "fast_rcnn/fg_cls_accuracy": 0.6900656814449918, "iteration": 165619, "loss_box_reg": 0.007217501144623384, "loss_cls": 0.041551451780833304, "loss_rpn_cls": 0.0006448488620662829, "loss_rpn_loc": 0.0022632879536104156, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349399733822793, "total_loss": 0.052871843033699406}
{"data_time": 0.0038242419250309467, "eta_seconds": 40005.61851509381, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2134238310708899, "fast_rcnn/fg_cls_accuracy": 0.7865761689291102, "iteration": 165639, "loss_box_reg": 0.0080069103569258, "loss_cls": 0.0420882502803579, "loss_rpn_cls": 0.000947300451684896, "loss_rpn_loc": 0.0016743605992814992, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5487331268377602, "total_loss": 0.05227345368729175}
{"data_time": 0.004095474490895867, "eta_seconds": 40019.557160112774, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 165659, "loss_box_reg": 0.008319117856444791, "loss_cls": 0.04331612144596875, "loss_rpn_cls": 0.0008380910296352795, "loss_rpn_loc": 0.0017457630892749876, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5445158255752176, "total_loss": 0.05453019439289619}
{"data_time": 0.004061724524945021, "eta_seconds": 40002.15835513291, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.34269005847953216, "fast_rcnn/fg_cls_accuracy": 0.6573099415204677, "iteration": 165679, "loss_box_reg": 0.007429456542013213, "loss_cls": 0.04300337308086455, "loss_rpn_cls": 0.0010947534526621894, "loss_rpn_loc": 0.00207087813578255, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5372777471784502, "total_loss": 0.055522794686680754}
{"data_time": 0.004349467111751437, "eta_seconds": 39979.035117720254, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4811253561253561, "fast_rcnn/fg_cls_accuracy": 0.5188746438746439, "iteration": 165699, "loss_box_reg": 0.007560004072729498, "loss_cls": 0.04419482429511845, "loss_rpn_cls": 0.0006358151428003112, "loss_rpn_loc": 0.0018892366424552165, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399851510301232, "total_loss": 0.05530507902957993}
{"data_time": 0.003935007844120264, "eta_seconds": 39987.25770988199, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.36317567567567566, "fast_rcnn/fg_cls_accuracy": 0.6368243243243243, "iteration": 165719, "loss_box_reg": 0.007644635159522295, "loss_cls": 0.04451914387755096, "loss_rpn_cls": 0.0005680808203578636, "loss_rpn_loc": 0.0019028478091058787, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5469589279964566, "total_loss": 0.05540682352744852}
{"data_time": 0.0037194346077740192, "eta_seconds": 39969.86425923393, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.37318840579710144, "fast_rcnn/fg_cls_accuracy": 0.6268115942028986, "iteration": 165739, "loss_box_reg": 0.008102316583972424, "loss_cls": 0.04211664915783331, "loss_rpn_cls": 0.0013004296110921132, "loss_rpn_loc": 0.002944433069387742, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5317509763408452, "total_loss": 0.05416418612981033}
{"data_time": 0.003895095083862543, "eta_seconds": 39965.724743061466, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4124149659863946, "fast_rcnn/fg_cls_accuracy": 0.5875850340136055, "iteration": 165759, "loss_box_reg": 0.008157431322615594, "loss_cls": 0.04540920699946582, "loss_rpn_cls": 0.0008584819595398585, "loss_rpn_loc": 0.002209975089499494, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5455884374678135, "total_loss": 0.05664999297414397}
{"data_time": 0.0036076619289815426, "eta_seconds": 39941.16500693117, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 165779, "loss_box_reg": 0.007348785467911512, "loss_cls": 0.042315385362599045, "loss_rpn_cls": 0.0006963575409031364, "loss_rpn_loc": 0.0021276234947436024, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5420403154566884, "total_loss": 0.05414378924444918}
{"data_time": 0.004024461377412081, "eta_seconds": 39919.539804984815, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3292682926829268, "fast_rcnn/fg_cls_accuracy": 0.6707317073170731, "iteration": 165799, "loss_box_reg": 0.008036666928092018, "loss_cls": 0.04183523042593151, "loss_rpn_cls": 0.0006437011048632257, "loss_rpn_loc": 0.0019643813211587258, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5412042099051178, "total_loss": 0.054822429800879036}
{"data_time": 0.004528559511527419, "eta_seconds": 39915.629074972356, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3074162679425837, "fast_rcnn/fg_cls_accuracy": 0.6925837320574163, "iteration": 165819, "loss_box_reg": 0.00891272653825581, "loss_cls": 0.043782699562143534, "loss_rpn_cls": 0.00038240656743937507, "loss_rpn_loc": 0.00296782456098299, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5388627839274704, "total_loss": 0.05594908328535553}
{"data_time": 0.0039885640144348145, "eta_seconds": 39898.02012745757, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 165839, "loss_box_reg": 0.007528214395279065, "loss_cls": 0.04188898822758347, "loss_rpn_cls": 0.0007035923508738051, "loss_rpn_loc": 0.001948063267263933, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340728140436113, "total_loss": 0.052266039586072566}
{"data_time": 0.004286551848053932, "eta_seconds": 39894.1057042575, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39355742296918766, "fast_rcnn/fg_cls_accuracy": 0.5642857142857143, "iteration": 165859, "loss_box_reg": 0.007904938247520477, "loss_cls": 0.04357348126359284, "loss_rpn_cls": 0.000823448137680316, "loss_rpn_loc": 0.0018867679154936923, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5413744950201362, "total_loss": 0.05449635752455606}
{"data_time": 0.004538079025223851, "eta_seconds": 39901.1258425999, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3474137931034483, "fast_rcnn/fg_cls_accuracy": 0.6525862068965518, "iteration": 165879, "loss_box_reg": 0.007037521427264437, "loss_cls": 0.042746500577777624, "loss_rpn_cls": 0.0006394878153059835, "loss_rpn_loc": 0.0021077140654597315, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410922565497458, "total_loss": 0.0544858633104468}
{"data_time": 0.004247906384989619, "eta_seconds": 39898.48767105304, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2976539589442815, "fast_rcnn/fg_cls_accuracy": 0.6796187683284457, "iteration": 165899, "loss_box_reg": 0.007294824346899986, "loss_cls": 0.04461772576905787, "loss_rpn_cls": 0.0011476630236302299, "loss_rpn_loc": 0.002380650425038766, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5372571658808738, "total_loss": 0.0556866287261073}
{"data_time": 0.00411392911337316, "eta_seconds": 39895.48757124413, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3931818181818182, "fast_rcnn/fg_cls_accuracy": 0.5948717948717949, "iteration": 165919, "loss_box_reg": 0.007942568277940154, "loss_cls": 0.043338107236195356, "loss_rpn_cls": 0.0011577958529187526, "loss_rpn_loc": 0.0022482624372059945, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424667494371533, "total_loss": 0.05541418200800763}
{"data_time": 0.004016335122287273, "eta_seconds": 39884.716796667315, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.40096618357487923, "fast_rcnn/fg_cls_accuracy": 0.5990338164251208, "iteration": 165939, "loss_box_reg": 0.007206229725852609, "loss_cls": 0.04208649677457288, "loss_rpn_cls": 0.0012660388180165683, "loss_rpn_loc": 0.0018915646760433447, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374448450747877, "total_loss": 0.05341198608539344}
{"data_time": 0.003953208681195974, "eta_seconds": 39878.72340099746, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2631578947368421, "fast_rcnn/fg_cls_accuracy": 0.7017543859649122, "iteration": 165959, "loss_box_reg": 0.008775038993917406, "loss_cls": 0.04500000417465344, "loss_rpn_cls": 0.0008250558844054012, "loss_rpn_loc": 0.0023403334871545667, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437937730457634, "total_loss": 0.05859950540650516}
{"data_time": 0.004126182058826089, "eta_seconds": 39903.4297766122, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.22451532207629768, "fast_rcnn/fg_cls_accuracy": 0.7754846779237023, "iteration": 165979, "loss_box_reg": 0.007044256839435548, "loss_cls": 0.04291631898377091, "loss_rpn_cls": 0.0011657604254651233, "loss_rpn_loc": 0.001870153435447719, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5457878473680466, "total_loss": 0.05227681986400512}
{"data_time": 0.003832079004496336, "eta_seconds": 39857.17927090684, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.26666666666666666, "fast_rcnn/fg_cls_accuracy": 0.7333333333333334, "iteration": 165999, "loss_box_reg": 0.007938049267977476, "loss_cls": 0.04349802975775674, "loss_rpn_cls": 0.0006017430204110497, "loss_rpn_loc": 0.0026256141736666905, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5359664510469884, "total_loss": 0.05625603327234785}
{"data_time": 0.0041665202006697655, "eta_seconds": 39871.7198039724, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36330749354005165, "fast_rcnn/fg_cls_accuracy": 0.6366925064599483, "iteration": 166019, "loss_box_reg": 0.00754207416321151, "loss_cls": 0.04342003463534638, "loss_rpn_cls": 0.000995451081621468, "loss_rpn_loc": 0.001988319509109715, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5378082394599915, "total_loss": 0.05680871169136026}
{"data_time": 0.004080335143953562, "eta_seconds": 39877.00977308862, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3763440860215054, "fast_rcnn/fg_cls_accuracy": 0.549937965260546, "iteration": 166039, "loss_box_reg": 0.007088917016517371, "loss_cls": 0.04373378772288561, "loss_rpn_cls": 0.0008496646852336198, "loss_rpn_loc": 0.0021215283413766883, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396492353174835, "total_loss": 0.05491270109155266}
{"data_time": 0.0037022996693849564, "eta_seconds": 39866.22651981376, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.36038961038961037, "fast_rcnn/fg_cls_accuracy": 0.6396103896103896, "iteration": 166059, "loss_box_reg": 0.007654050219571218, "loss_cls": 0.04456864076200873, "loss_rpn_cls": 0.0006066708696437217, "loss_rpn_loc": 0.0020026605379825924, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5336977017577738, "total_loss": 0.05478137358875301}
{"data_time": 0.003996280953288078, "eta_seconds": 39809.93148999219, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.44047619047619047, "fast_rcnn/fg_cls_accuracy": 0.5595238095238095, "iteration": 166079, "loss_box_reg": 0.008226227917475626, "loss_cls": 0.0456549875671044, "loss_rpn_cls": 0.0007078110263023518, "loss_rpn_loc": 0.0023504756718466524, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5331117103341967, "total_loss": 0.055393450965652846}
{"data_time": 0.003980965353548527, "eta_seconds": 39803.31894568028, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3898809523809524, "fast_rcnn/fg_cls_accuracy": 0.6031746031746033, "iteration": 166099, "loss_box_reg": 0.007208863302366808, "loss_cls": 0.04587064194492996, "loss_rpn_cls": 0.0007291592664842028, "loss_rpn_loc": 0.002087434502755059, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5370143114123493, "total_loss": 0.056374024394131084}
{"data_time": 0.0035864494275301695, "eta_seconds": 39783.52693094686, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4034914361001317, "fast_rcnn/fg_cls_accuracy": 0.5965085638998683, "iteration": 166119, "loss_box_reg": 0.00761198642430827, "loss_cls": 0.0423061492620036, "loss_rpn_cls": 0.0007428400069500185, "loss_rpn_loc": 0.0017022441934386734, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366193416994065, "total_loss": 0.05365704943642413}
{"data_time": 0.004046709975227714, "eta_seconds": 39772.757307652384, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3270676691729323, "fast_rcnn/fg_cls_accuracy": 0.6246134817563389, "iteration": 166139, "loss_box_reg": 0.007510505500249565, "loss_cls": 0.04100494139129296, "loss_rpn_cls": 0.001032253611924716, "loss_rpn_loc": 0.0023853615166444797, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5450307775754482, "total_loss": 0.05266981941278459}
{"data_time": 0.004282745532691479, "eta_seconds": 39771.00275054434, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4565850815850816, "fast_rcnn/fg_cls_accuracy": 0.5434149184149184, "iteration": 166159, "loss_box_reg": 0.007226614630781114, "loss_cls": 0.043471176410093904, "loss_rpn_cls": 0.000743338855500042, "loss_rpn_loc": 0.002172032194721396, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423013707622886, "total_loss": 0.055802672904292194}
{"data_time": 0.003794934833422303, "eta_seconds": 39765.88541715662, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22121212121212122, "fast_rcnn/fg_cls_accuracy": 0.7717948717948718, "iteration": 166179, "loss_box_reg": 0.007590100489323959, "loss_cls": 0.042557999258860946, "loss_rpn_cls": 0.0011451680086622673, "loss_rpn_loc": 0.002266721181513276, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5336745849344879, "total_loss": 0.054490829458984535}
{"data_time": 0.003913449821993709, "eta_seconds": 39753.12929879292, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.2976539589442815, "fast_rcnn/fg_cls_accuracy": 0.6037489102005231, "iteration": 166199, "loss_box_reg": 0.00826460521784611, "loss_cls": 0.04207046085502952, "loss_rpn_cls": 0.000489185074229681, "loss_rpn_loc": 0.001688123680651188, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388775907922536, "total_loss": 0.05367792726042353}
{"data_time": 0.004248035838827491, "eta_seconds": 39761.521184344776, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.45, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 166219, "loss_box_reg": 0.0071255383372772485, "loss_cls": 0.04477212281199172, "loss_rpn_cls": 0.0006576324427101099, "loss_rpn_loc": 0.002155211519493605, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387559491209686, "total_loss": 0.05572810659805327}
{"data_time": 0.003982811002060771, "eta_seconds": 39775.33560085064, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4232954545454546, "fast_rcnn/fg_cls_accuracy": 0.5767045454545454, "iteration": 166239, "loss_box_reg": 0.007873060691053979, "loss_cls": 0.04165510064922273, "loss_rpn_cls": 0.0006417823639139897, "loss_rpn_loc": 0.0020498588546615792, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5407220355700701, "total_loss": 0.053271006919629826}
{"data_time": 0.003723298432305455, "eta_seconds": 39768.32078591548, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2540322580645161, "fast_rcnn/fg_cls_accuracy": 0.7459677419354839, "iteration": 166259, "loss_box_reg": 0.006915151869179681, "loss_cls": 0.041683077812194824, "loss_rpn_cls": 0.00031698521240741684, "loss_rpn_loc": 0.001575985386807588, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5403054903727025, "total_loss": 0.051037679046203266}
{"data_time": 0.004124678438529372, "eta_seconds": 39763.37151105213, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.30730174081237915, "fast_rcnn/fg_cls_accuracy": 0.6791352093342484, "iteration": 166279, "loss_box_reg": 0.007227139052702114, "loss_cls": 0.042837902961764485, "loss_rpn_cls": 0.0006129481890866373, "loss_rpn_loc": 0.0026029899854620453, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379791059531271, "total_loss": 0.0538050566371453}
{"data_time": 0.003419270506128669, "eta_seconds": 39734.313716743374, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37266899766899764, "fast_rcnn/fg_cls_accuracy": 0.6016899766899767, "iteration": 166299, "loss_box_reg": 0.0074440719617996365, "loss_cls": 0.042606118659023196, "loss_rpn_cls": 0.0011107584371927715, "loss_rpn_loc": 0.0021494519496627618, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369491479359567, "total_loss": 0.05503063143453346}
{"data_time": 0.004101417027413845, "eta_seconds": 39723.53114562039, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2236842105263158, "fast_rcnn/fg_cls_accuracy": 0.7534908700322234, "iteration": 166319, "loss_box_reg": 0.00783333758590743, "loss_cls": 0.04291982529684901, "loss_rpn_cls": 0.0009553327308253756, "loss_rpn_loc": 0.002418071151623735, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330443391576409, "total_loss": 0.053246259140337315}
{"data_time": 0.004004827933385968, "eta_seconds": 39667.51336154016, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3405797101449275, "fast_rcnn/fg_cls_accuracy": 0.6260162601626016, "iteration": 166339, "loss_box_reg": 0.008223232318414375, "loss_cls": 0.04355532070621848, "loss_rpn_cls": 0.0006943664232039737, "loss_rpn_loc": 0.002153370298401569, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5335486640688032, "total_loss": 0.05705639131906537}
{"data_time": 0.004054612945765257, "eta_seconds": 39650.808094142005, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.44894598155467724, "fast_rcnn/fg_cls_accuracy": 0.5510540184453228, "iteration": 166359, "loss_box_reg": 0.007506085996283218, "loss_cls": 0.04570782964583486, "loss_rpn_cls": 0.000836154565945435, "loss_rpn_loc": 0.002341526276723016, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5360757748130709, "total_loss": 0.05655933999202034}
{"data_time": 0.003769394475966692, "eta_seconds": 39636.281203344, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3720275344180225, "fast_rcnn/fg_cls_accuracy": 0.6279724655819775, "iteration": 166379, "loss_box_reg": 0.0075508775626076385, "loss_cls": 0.044625410344451666, "loss_rpn_cls": 0.0007349882846483524, "loss_rpn_loc": 0.0020440135958779138, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5362864350900054, "total_loss": 0.055478892329631435}
{"data_time": 0.0039815111085772514, "eta_seconds": 39629.270739628, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.28708791208791207, "fast_rcnn/fg_cls_accuracy": 0.7129120879120879, "iteration": 166399, "loss_box_reg": 0.008339441032148898, "loss_cls": 0.0467598793329671, "loss_rpn_cls": 0.0006066084434905861, "loss_rpn_loc": 0.0016924514256970724, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5470214944798499, "total_loss": 0.05765217585781102}
{"data_time": 0.00378368585370481, "eta_seconds": 39619.08698009653, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39332659251769464, "fast_rcnn/fg_cls_accuracy": 0.5801033591731266, "iteration": 166419, "loss_box_reg": 0.0071028234087862074, "loss_cls": 0.040820256690494716, "loss_rpn_cls": 0.0006063599358299143, "loss_rpn_loc": 0.0020754840934387175, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381585033610463, "total_loss": 0.05021036018763425}
{"data_time": 0.004048481350764632, "eta_seconds": 39638.616823108634, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.43487394957983194, "fast_rcnn/fg_cls_accuracy": 0.5651260504201681, "iteration": 166439, "loss_box_reg": 0.006905508242198266, "loss_cls": 0.04335586354136467, "loss_rpn_cls": 0.000567709611459577, "loss_rpn_loc": 0.0021822679264005274, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5453176810406148, "total_loss": 0.05534367439167909}
{"data_time": 0.003516774857416749, "eta_seconds": 39627.839749163715, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5279933481152994, "fast_rcnn/fg_cls_accuracy": 0.42179144385026734, "iteration": 166459, "loss_box_reg": 0.007706874661380425, "loss_cls": 0.046053843572735786, "loss_rpn_cls": 0.0008469875161267737, "loss_rpn_loc": 0.0022093737516115652, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363578419201076, "total_loss": 0.05649003182111301}
{"data_time": 0.004099484533071518, "eta_seconds": 39638.58757972112, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.43466424682395643, "fast_rcnn/fg_cls_accuracy": 0.5653357531760436, "iteration": 166479, "loss_box_reg": 0.007798415928846225, "loss_cls": 0.043490020878380165, "loss_rpn_cls": 0.0006531613229014965, "loss_rpn_loc": 0.0021686623404093552, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5445520200300962, "total_loss": 0.054427473807209026}
{"data_time": 0.0038958389777690172, "eta_seconds": 39619.74759589578, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6754385964912281, "iteration": 166499, "loss_box_reg": 0.008021433401154354, "loss_cls": 0.04428734490647912, "loss_rpn_cls": 0.0006804633733281662, "loss_rpn_loc": 0.0023311017139349133, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5312379575334489, "total_loss": 0.055740928016689395}
{"data_time": 0.0038990024477243423, "eta_seconds": 39621.861991474405, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.16556776556776556, "fast_rcnn/fg_cls_accuracy": 0.8232142857142857, "iteration": 166519, "loss_box_reg": 0.007092077867127955, "loss_cls": 0.04087631334550679, "loss_rpn_cls": 0.0009061641462722037, "loss_rpn_loc": 0.0020163875960861333, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5442911935970187, "total_loss": 0.05209735785197722}
{"data_time": 0.004072158131748438, "eta_seconds": 39638.96445386368, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3348684210526316, "fast_rcnn/fg_cls_accuracy": 0.6651315789473684, "iteration": 166539, "loss_box_reg": 0.007452938763890415, "loss_cls": 0.04322726873215288, "loss_rpn_cls": 0.0009951863480637257, "loss_rpn_loc": 0.0028164216582808876, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5478174271993339, "total_loss": 0.055467431097412145}
{"data_time": 0.004028384340927005, "eta_seconds": 39630.24089668598, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.40928882438316405, "fast_rcnn/fg_cls_accuracy": 0.590711175616836, "iteration": 166559, "loss_box_reg": 0.007280170335434377, "loss_cls": 0.040744213678408414, "loss_rpn_cls": 0.0006364296895071675, "loss_rpn_loc": 0.0028973857188248076, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5469638234935701, "total_loss": 0.05278751338664733}
{"data_time": 0.0036847360897809267, "eta_seconds": 39618.14671902382, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3705357142857143, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 166579, "loss_box_reg": 0.007636634079972282, "loss_cls": 0.044071662123315036, "loss_rpn_cls": 0.0005887728030984363, "loss_rpn_loc": 0.0015104679132491583, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333234993740916, "total_loss": 0.054252843168683285}
{"data_time": 0.004161900142207742, "eta_seconds": 39602.91386846197, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4924603174603175, "fast_rcnn/fg_cls_accuracy": 0.5075396825396825, "iteration": 166599, "loss_box_reg": 0.007663774478714913, "loss_cls": 0.044290760706644505, "loss_rpn_cls": 0.0015814284335533557, "loss_rpn_loc": 0.0020477434209169587, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5344066531397402, "total_loss": 0.0557642216892873}
{"data_time": 0.0038003388326615095, "eta_seconds": 39594.13864023099, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42735042735042733, "fast_rcnn/fg_cls_accuracy": 0.5391414141414141, "iteration": 166619, "loss_box_reg": 0.007883419544668868, "loss_cls": 0.04199092375347391, "loss_rpn_cls": 0.0007106186435805739, "loss_rpn_loc": 0.002098697928886395, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.547359703341499, "total_loss": 0.05276740345649955}
{"data_time": 0.0040274925995618105, "eta_seconds": 39570.44198996737, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3270440251572327, "fast_rcnn/fg_cls_accuracy": 0.6016260162601625, "iteration": 166639, "loss_box_reg": 0.007133432169212028, "loss_cls": 0.04487820900976658, "loss_rpn_cls": 0.0011751078552606486, "loss_rpn_loc": 0.0022685413950966904, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5344257389660925, "total_loss": 0.05759627680316726}
{"data_time": 0.003990355180576444, "eta_seconds": 39546.38908369769, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4096774193548387, "fast_rcnn/fg_cls_accuracy": 0.5903225806451613, "iteration": 166659, "loss_box_reg": 0.008086533634923398, "loss_cls": 0.043760210217442364, "loss_rpn_cls": 0.000512508284600699, "loss_rpn_loc": 0.0026191569231741596, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392279829829931, "total_loss": 0.05781148050914453}
{"data_time": 0.004466682439669967, "eta_seconds": 39545.54052655632, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3194444444444444, "fast_rcnn/fg_cls_accuracy": 0.6805555555555556, "iteration": 166679, "loss_box_reg": 0.007273551163962111, "loss_cls": 0.04275402636267245, "loss_rpn_cls": 0.001168259434734864, "loss_rpn_loc": 0.002107036279994645, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440389905124903, "total_loss": 0.05465009894879813}
{"data_time": 0.004554483108222485, "eta_seconds": 39531.029982348904, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.19439475253428742, "fast_rcnn/fg_cls_accuracy": 0.8056052474657125, "iteration": 166699, "loss_box_reg": 0.00717287439329084, "loss_cls": 0.04254300473257899, "loss_rpn_cls": 0.0004601250730047468, "loss_rpn_loc": 0.002258200456708437, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398965287022293, "total_loss": 0.05378359524775078}
{"data_time": 0.0041037872433662415, "eta_seconds": 39514.03632950806, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4852813852813853, "fast_rcnn/fg_cls_accuracy": 0.5147186147186147, "iteration": 166719, "loss_box_reg": 0.007604553335113451, "loss_cls": 0.04133644961984828, "loss_rpn_cls": 0.0008486596752845799, "loss_rpn_loc": 0.0021569335422100266, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.543269471032545, "total_loss": 0.05211097966184752}
{"data_time": 0.00405304878950119, "eta_seconds": 39503.252078111516, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36172218730358263, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 166739, "loss_box_reg": 0.0070697288028895855, "loss_cls": 0.04206679842900485, "loss_rpn_cls": 0.0007182710641053802, "loss_rpn_loc": 0.0017308539427176584, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365235642530024, "total_loss": 0.05181412250983897}
{"data_time": 0.0036759409122169018, "eta_seconds": 39498.67214549892, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2714285714285714, "fast_rcnn/fg_cls_accuracy": 0.7285714285714286, "iteration": 166759, "loss_box_reg": 0.007629703963175416, "loss_cls": 0.04341549566015601, "loss_rpn_cls": 0.0005956260751247555, "loss_rpn_loc": 0.0020371607588458573, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5437748117838055, "total_loss": 0.05346418403973985}
{"data_time": 0.004356978693976998, "eta_seconds": 39491.60571862059, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.31607142857142856, "fast_rcnn/fg_cls_accuracy": 0.6201923076923077, "iteration": 166779, "loss_box_reg": 0.007973416388267651, "loss_cls": 0.04277611925499514, "loss_rpn_cls": 0.0011576109708357762, "loss_rpn_loc": 0.0017742590862326324, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5421720969025046, "total_loss": 0.052987759550660485}
{"data_time": 0.0038479496724903584, "eta_seconds": 39477.10025426559, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3747577519379845, "fast_rcnn/fg_cls_accuracy": 0.6252422480620154, "iteration": 166799, "loss_box_reg": 0.008497906048432924, "loss_cls": 0.04338316433131695, "loss_rpn_cls": 0.0008938629082422267, "loss_rpn_loc": 0.002140713248081738, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375820645131171, "total_loss": 0.05562855617679929}
{"data_time": 0.004078726749867201, "eta_seconds": 39466.31430864893, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5443349753694582, "fast_rcnn/fg_cls_accuracy": 0.41165413533834583, "iteration": 166819, "loss_box_reg": 0.008458786498522386, "loss_cls": 0.04428370832465589, "loss_rpn_cls": 0.0004495383547578058, "loss_rpn_loc": 0.0021776155608677072, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382911642082036, "total_loss": 0.057676710683722376}
{"data_time": 0.004301897482946515, "eta_seconds": 39475.41924440581, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3550420168067227, "fast_rcnn/fg_cls_accuracy": 0.6449579831932774, "iteration": 166839, "loss_box_reg": 0.007610259606735781, "loss_cls": 0.04166730248834938, "loss_rpn_cls": 0.0010509743853646114, "loss_rpn_loc": 0.0025300652869191254, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5433793570846319, "total_loss": 0.05324699828156554}
{"data_time": 0.0038798463065177202, "eta_seconds": 39463.41236605216, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40044493882091214, "fast_rcnn/fg_cls_accuracy": 0.5847701149425287, "iteration": 166859, "loss_box_reg": 0.008248157013440505, "loss_cls": 0.04517898758058436, "loss_rpn_cls": 0.000875957987318543, "loss_rpn_loc": 0.0025539543476043036, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5421067913994193, "total_loss": 0.05857621257985102}
{"data_time": 0.004027498187497258, "eta_seconds": 39433.95647179894, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20454545454545453, "fast_rcnn/fg_cls_accuracy": 0.7359307359307359, "iteration": 166879, "loss_box_reg": 0.007713332335697487, "loss_cls": 0.04220109048765153, "loss_rpn_cls": 0.000938784752634092, "loss_rpn_loc": 0.0018529506141931051, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5390875295270234, "total_loss": 0.05243481501474889}
{"data_time": 0.004624383989721537, "eta_seconds": 39416.97806693916, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.21010638297872342, "fast_rcnn/fg_cls_accuracy": 0.7159090909090908, "iteration": 166899, "loss_box_reg": 0.006669086709734984, "loss_cls": 0.04260815633460879, "loss_rpn_cls": 0.0008582768940073038, "loss_rpn_loc": 0.0017578026745468378, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5362129474524409, "total_loss": 0.05414360339864288}
{"data_time": 0.003704187460243702, "eta_seconds": 39412.38458056562, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2902960526315789, "fast_rcnn/fg_cls_accuracy": 0.709703947368421, "iteration": 166919, "loss_box_reg": 0.007427033851854503, "loss_cls": 0.04312529636081308, "loss_rpn_cls": 0.0005193549875457393, "loss_rpn_loc": 0.0016748781999922357, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5417821069713682, "total_loss": 0.05432329280071713}
{"data_time": 0.0042732402216643095, "eta_seconds": 39385.63818062004, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.415625, "fast_rcnn/fg_cls_accuracy": 0.5282407407407407, "iteration": 166939, "loss_box_reg": 0.008062550914473832, "loss_cls": 0.04451729590073228, "loss_rpn_cls": 0.0007627779579024718, "loss_rpn_loc": 0.0018298194263479672, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5257867895998061, "total_loss": 0.05590026679226412}
{"data_time": 0.0038125126156955957, "eta_seconds": 39374.856604079716, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2210953346855984, "fast_rcnn/fg_cls_accuracy": 0.7616632860040567, "iteration": 166959, "loss_box_reg": 0.008034902974031866, "loss_cls": 0.045872332993894815, "loss_rpn_cls": 0.0015447852407532991, "loss_rpn_loc": 0.001582325334311463, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5416755129117519, "total_loss": 0.057732260686918835}
{"data_time": 0.003923980286344886, "eta_seconds": 39364.075027539395, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.37797619047619047, "fast_rcnn/fg_cls_accuracy": 0.6220238095238095, "iteration": 166979, "loss_box_reg": 0.007917603477835655, "loss_cls": 0.042559970170259476, "loss_rpn_cls": 0.0008253524191275119, "loss_rpn_loc": 0.0027339574153302237, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457409040536731, "total_loss": 0.05569568836369854}
{"data_time": 0.004032964119687676, "eta_seconds": 39356.48264167039, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4817073170731707, "fast_rcnn/fg_cls_accuracy": 0.5182926829268293, "iteration": 166999, "loss_box_reg": 0.00745554524473846, "loss_cls": 0.04117244970984757, "loss_rpn_cls": 0.0006073940321584814, "loss_rpn_loc": 0.0016198894500121241, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366161032579839, "total_loss": 0.0525923875716785}
{"data_time": 0.004720902536064386, "eta_seconds": 39338.202564229025, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.14928698752228164, "fast_rcnn/fg_cls_accuracy": 0.7831932773109244, "iteration": 167019, "loss_box_reg": 0.008685810666065663, "loss_cls": 0.041240260703489184, "loss_rpn_cls": 0.0006038098711087514, "loss_rpn_loc": 0.002116745306921075, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5303213279694319, "total_loss": 0.05476656141968306}
{"data_time": 0.004338815342634916, "eta_seconds": 39321.10422453168, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3782467532467533, "fast_rcnn/fg_cls_accuracy": 0.5975935828877006, "iteration": 167039, "loss_box_reg": 0.0072320578910876065, "loss_cls": 0.04483579768566415, "loss_rpn_cls": 0.000755009462579892, "loss_rpn_loc": 0.002166350745028467, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5404884275048971, "total_loss": 0.05506116071114775}
{"data_time": 0.004504965152591467, "eta_seconds": 39322.82867745706, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2841614906832298, "fast_rcnn/fg_cls_accuracy": 0.7008928571428572, "iteration": 167059, "loss_box_reg": 0.007214913872303441, "loss_cls": 0.04324660962447524, "loss_rpn_cls": 0.0005397016776100827, "loss_rpn_loc": 0.002001431765165762, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.540868345182389, "total_loss": 0.053769169439760844}
{"data_time": 0.004470986081287265, "eta_seconds": 39319.91980437026, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.40793650793650793, "fast_rcnn/fg_cls_accuracy": 0.575075075075075, "iteration": 167079, "loss_box_reg": 0.0067577379231806844, "loss_cls": 0.0411483891075477, "loss_rpn_cls": 0.0011002038257856839, "loss_rpn_loc": 0.002196238136093598, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423160155769438, "total_loss": 0.05233415105408312}
{"data_time": 0.0037512865383177996, "eta_seconds": 39309.13555297372, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3920361247947455, "fast_rcnn/fg_cls_accuracy": 0.6079638752052545, "iteration": 167099, "loss_box_reg": 0.00809352527721785, "loss_cls": 0.04255836992524564, "loss_rpn_cls": 0.0004929327471927536, "loss_rpn_loc": 0.0018930752103187842, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333617078140378, "total_loss": 0.05469191765968162}
{"data_time": 0.0039894720539450645, "eta_seconds": 39308.22737163911, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4196428571428571, "fast_rcnn/fg_cls_accuracy": 0.5803571428571428, "iteration": 167119, "loss_box_reg": 0.007864398139645346, "loss_cls": 0.046348689938895404, "loss_rpn_cls": 0.0008577240211593562, "loss_rpn_loc": 0.0017598377853573766, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5444143458735198, "total_loss": 0.05711692471138008}
{"data_time": 0.003936726367101073, "eta_seconds": 39287.56705018063, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3795121951219512, "fast_rcnn/fg_cls_accuracy": 0.5161290322580645, "iteration": 167139, "loss_box_reg": 0.008401664934353903, "loss_cls": 0.04224012710619718, "loss_rpn_cls": 0.0005953040251824859, "loss_rpn_loc": 0.0026213729797746055, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382372667081654, "total_loss": 0.05533647546303655}
{"data_time": 0.003972380654886365, "eta_seconds": 39270.22303943662, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3447332421340629, "fast_rcnn/fg_cls_accuracy": 0.655266757865937, "iteration": 167159, "loss_box_reg": 0.007135922729503363, "loss_cls": 0.041805426590144634, "loss_rpn_cls": 0.0006951726238355604, "loss_rpn_loc": 0.00197806945470802, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5309859535191208, "total_loss": 0.05196498889475265}
{"data_time": 0.004073461052030325, "eta_seconds": 39273.40411799308, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.356981981981982, "fast_rcnn/fg_cls_accuracy": 0.6064814814814815, "iteration": 167179, "loss_box_reg": 0.007790294592268765, "loss_cls": 0.045852929179091007, "loss_rpn_cls": 0.0004580925647132972, "loss_rpn_loc": 0.0017212512066180352, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.550174912204966, "total_loss": 0.056025211161284005}
{"data_time": 0.003719181986525655, "eta_seconds": 39255.214295991, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3669467787114846, "fast_rcnn/fg_cls_accuracy": 0.6330532212885154, "iteration": 167199, "loss_box_reg": 0.007818429585313424, "loss_cls": 0.044913793448358774, "loss_rpn_cls": 0.0007292447583893136, "loss_rpn_loc": 0.0017537073799758218, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.535128225106746, "total_loss": 0.056052067798361804}
{"data_time": 0.0036833430640399456, "eta_seconds": 39251.83154737856, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.467741935483871, "fast_rcnn/fg_cls_accuracy": 0.532258064516129, "iteration": 167219, "loss_box_reg": 0.0075037197093479335, "loss_cls": 0.04515403654659167, "loss_rpn_cls": 0.0004402172124855497, "loss_rpn_loc": 0.0023265669697138947, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5400732939597219, "total_loss": 0.05627085222113237}
{"data_time": 0.004422069061547518, "eta_seconds": 39228.85294982209, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.39407814407814407, "fast_rcnn/fg_cls_accuracy": 0.6059218559218559, "iteration": 167239, "loss_box_reg": 0.00764651081408374, "loss_cls": 0.04482026817277074, "loss_rpn_cls": 0.0011565558026518374, "loss_rpn_loc": 0.0022994726205070037, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358893000520766, "total_loss": 0.05637756079511291}
{"data_time": 0.004282108740881085, "eta_seconds": 39213.76598532521, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3528468323977546, "fast_rcnn/fg_cls_accuracy": 0.5857863751051303, "iteration": 167259, "loss_box_reg": 0.007715520128840581, "loss_cls": 0.045014358998741955, "loss_rpn_cls": 0.0007660028223881454, "loss_rpn_loc": 0.002305647562025115, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5325482580810785, "total_loss": 0.05674371354086816}
{"data_time": 0.004709176952019334, "eta_seconds": 39202.98423473467, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.29864864864864865, "fast_rcnn/fg_cls_accuracy": 0.6961538461538461, "iteration": 167279, "loss_box_reg": 0.007336318638408557, "loss_cls": 0.04253450845135376, "loss_rpn_cls": 0.0008692903093105997, "loss_rpn_loc": 0.0018631180500960909, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397971665952355, "total_loss": 0.05456862371204352}
{"data_time": 0.003998052794486284, "eta_seconds": 39196.10866498551, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4211822660098522, "fast_rcnn/fg_cls_accuracy": 0.5788177339901477, "iteration": 167299, "loss_box_reg": 0.007592512323753908, "loss_cls": 0.04598916292889044, "loss_rpn_cls": 0.00059618606951517, "loss_rpn_loc": 0.0020032806387462188, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5347711809445173, "total_loss": 0.058213974213686015}
{"data_time": 0.004040914587676525, "eta_seconds": 39185.32583980705, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5998463901689708, "fast_rcnn/fg_cls_accuracy": 0.37966537966537967, "iteration": 167319, "loss_box_reg": 0.007471276258002035, "loss_cls": 0.044001080706948414, "loss_rpn_cls": 0.0010720776832044976, "loss_rpn_loc": 0.0018023069687842508, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.536649237619713, "total_loss": 0.053397195963839295}
{"data_time": 0.004013989353552461, "eta_seconds": 39206.813270807965, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3461302211302211, "fast_rcnn/fg_cls_accuracy": 0.6425061425061425, "iteration": 167339, "loss_box_reg": 0.007554315874585882, "loss_cls": 0.04181413282640278, "loss_rpn_cls": 0.000684418523860586, "loss_rpn_loc": 0.0019049762795475544, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5424980039242655, "total_loss": 0.053570709094032054}
{"data_time": 0.004328077891841531, "eta_seconds": 39197.331428259145, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34850948509485097, "fast_rcnn/fg_cls_accuracy": 0.6514905149051491, "iteration": 167359, "loss_box_reg": 0.007714493229286745, "loss_cls": 0.04165121720870957, "loss_rpn_cls": 0.0008052977191255195, "loss_rpn_loc": 0.0021365344255173113, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415119919925928, "total_loss": 0.053919423221145735}
{"data_time": 0.003964767558500171, "eta_seconds": 39185.22985562193, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36220196353436185, "fast_rcnn/fg_cls_accuracy": 0.6377980364656382, "iteration": 167379, "loss_box_reg": 0.008039490232476965, "loss_cls": 0.04606607020832598, "loss_rpn_cls": 0.0006150263197071126, "loss_rpn_loc": 0.0024311548986588605, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5369966933503747, "total_loss": 0.058997108234052575}
{"data_time": 0.00466032768599689, "eta_seconds": 39170.81694485014, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2337121212121212, "fast_rcnn/fg_cls_accuracy": 0.6895986895986896, "iteration": 167399, "loss_box_reg": 0.0077531303686555475, "loss_cls": 0.04475501144770533, "loss_rpn_cls": 0.0009080688973881479, "loss_rpn_loc": 0.0026581313577480614, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5397120320703834, "total_loss": 0.055683652270040795}
{"data_time": 0.003951215418055654, "eta_seconds": 39160.02623482002, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5058139534883721, "fast_rcnn/fg_cls_accuracy": 0.4941860465116279, "iteration": 167419, "loss_box_reg": 0.007175945967901498, "loss_cls": 0.04399003321304917, "loss_rpn_cls": 0.0007702126170556767, "loss_rpn_loc": 0.0016116739170684014, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5300143922213465, "total_loss": 0.05420685091951327}
{"data_time": 0.004027232527732849, "eta_seconds": 39149.235524789896, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4292763157894737, "fast_rcnn/fg_cls_accuracy": 0.5606617647058824, "iteration": 167439, "loss_box_reg": 0.007284485880518332, "loss_cls": 0.04413244721945375, "loss_rpn_cls": 0.000651416008167871, "loss_rpn_loc": 0.0025139399112958927, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5406020605005324, "total_loss": 0.05492152450779031}
{"data_time": 0.004445140948519111, "eta_seconds": 39138.44481475977, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16233766233766234, "fast_rcnn/fg_cls_accuracy": 0.8181818181818181, "iteration": 167459, "loss_box_reg": 0.007544148917077109, "loss_cls": 0.042566115385852754, "loss_rpn_cls": 0.0008621357299034571, "loss_rpn_loc": 0.0025110539281740785, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5396349935326725, "total_loss": 0.05392151889282104}
{"data_time": 0.003759969025850296, "eta_seconds": 39107.91873621079, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2963759213759214, "fast_rcnn/fg_cls_accuracy": 0.7036240786240786, "iteration": 167479, "loss_box_reg": 0.00752192665822804, "loss_cls": 0.039571614062879235, "loss_rpn_cls": 0.0004324374419866217, "loss_rpn_loc": 0.0021421729761641473, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363241960294545, "total_loss": 0.052538294796988794}
{"data_time": 0.003846075851470232, "eta_seconds": 39109.40842893929, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3138888888888889, "fast_rcnn/fg_cls_accuracy": 0.6258960573476702, "iteration": 167499, "loss_box_reg": 0.007566977204987779, "loss_cls": 0.046101672342047095, "loss_rpn_cls": 0.0007178729761108116, "loss_rpn_loc": 0.0022612179272982758, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5411270509939641, "total_loss": 0.057337775924168}
{"data_time": 0.004133661976084113, "eta_seconds": 39077.6193637799, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.31727574750830567, "fast_rcnn/fg_cls_accuracy": 0.6827242524916943, "iteration": 167519, "loss_box_reg": 0.007505850866436958, "loss_cls": 0.04391125659458339, "loss_rpn_cls": 0.0015571859739225147, "loss_rpn_loc": 0.0022944044721953105, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53693389846012, "total_loss": 0.056809404720269185}
{"data_time": 0.004294909304007888, "eta_seconds": 39062.821477057645, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3137065637065637, "fast_rcnn/fg_cls_accuracy": 0.6736883942766296, "iteration": 167539, "loss_box_reg": 0.007322181802010164, "loss_cls": 0.043796799378469586, "loss_rpn_cls": 0.0008996711339932517, "loss_rpn_loc": 0.002013658559008036, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5451849224045873, "total_loss": 0.054264673033458166}
{"data_time": 0.004255024716258049, "eta_seconds": 39049.1398042941, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4327485380116959, "fast_rcnn/fg_cls_accuracy": 0.5672514619883041, "iteration": 167559, "loss_box_reg": 0.00749708476359956, "loss_cls": 0.043192872079089284, "loss_rpn_cls": 0.0006367309000552268, "loss_rpn_loc": 0.0018804560386342928, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5412580154370517, "total_loss": 0.05387447906144871}
{"data_time": 0.0043342269491404295, "eta_seconds": 39044.855008482235, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 167579, "loss_box_reg": 0.007535278069553897, "loss_cls": 0.04654903546907008, "loss_rpn_cls": 0.0008224093278670352, "loss_rpn_loc": 0.001736592892484623, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5423387149348855, "total_loss": 0.059079721718831024}
{"data_time": 0.004005444934591651, "eta_seconds": 39034.07226452441, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4745670995670996, "fast_rcnn/fg_cls_accuracy": 0.5143325143325144, "iteration": 167599, "loss_box_reg": 0.007991119782673195, "loss_cls": 0.04458145285025239, "loss_rpn_cls": 0.0006215949617285332, "loss_rpn_loc": 0.0019720784221135546, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358052512165159, "total_loss": 0.05647192975811777}
{"data_time": 0.0038527981378138065, "eta_seconds": 39016.79695441271, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.44494047619047616, "fast_rcnn/fg_cls_accuracy": 0.5550595238095238, "iteration": 167619, "loss_box_reg": 0.007681202725507319, "loss_cls": 0.04262391687370837, "loss_rpn_cls": 0.0008871556124745439, "loss_rpn_loc": 0.001618817585040233, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.536886605899781, "total_loss": 0.05614220357199429}
{"data_time": 0.003826466156169772, "eta_seconds": 39012.50677660876, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43023255813953487, "fast_rcnn/fg_cls_accuracy": 0.569767441860465, "iteration": 167639, "loss_box_reg": 0.008255978114902973, "loss_cls": 0.04599367699120194, "loss_rpn_cls": 0.000783950070569972, "loss_rpn_loc": 0.0018950105622934643, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5424098144285381, "total_loss": 0.05843950843336643}
{"data_time": 0.0041781209874898195, "eta_seconds": 39001.724032650935, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.37222222222222223, "fast_rcnn/fg_cls_accuracy": 0.6277777777777778, "iteration": 167659, "loss_box_reg": 0.007535034004831687, "loss_cls": 0.044871427584439516, "loss_rpn_cls": 0.0007025554746178386, "loss_rpn_loc": 0.0020395460778672714, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383983636274934, "total_loss": 0.057097648532362655}
{"data_time": 0.004441940924152732, "eta_seconds": 38990.00083911745, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44494047619047616, "fast_rcnn/fg_cls_accuracy": 0.5376984126984128, "iteration": 167679, "loss_box_reg": 0.008017048647161573, "loss_cls": 0.04254486408899538, "loss_rpn_cls": 0.0006914052951287886, "loss_rpn_loc": 0.001979420816496713, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5463291145861149, "total_loss": 0.053238504794080654}
{"data_time": 0.004367070505395532, "eta_seconds": 38980.158544735285, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3657616892911011, "fast_rcnn/fg_cls_accuracy": 0.6342383107088989, "iteration": 167699, "loss_box_reg": 0.007376473338808864, "loss_cls": 0.04222171672154218, "loss_rpn_cls": 0.0005428043290862661, "loss_rpn_loc": 0.0023757426533848047, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408315104432404, "total_loss": 0.05351491878712977}
{"data_time": 0.0039411785546690226, "eta_seconds": 38960.878469226416, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4428904428904429, "fast_rcnn/fg_cls_accuracy": 0.5571095571095571, "iteration": 167719, "loss_box_reg": 0.00753878807881847, "loss_cls": 0.044106740853749216, "loss_rpn_cls": 0.000605600727539013, "loss_rpn_loc": 0.002360325765039306, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5326077409554273, "total_loss": 0.05505182348704807}
{"data_time": 0.004132045432925224, "eta_seconds": 38955.00397115224, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4467849223946785, "fast_rcnn/fg_cls_accuracy": 0.5532150776053215, "iteration": 167739, "loss_box_reg": 0.007627858314663172, "loss_cls": 0.04260268429061398, "loss_rpn_cls": 0.0006888634176220876, "loss_rpn_loc": 0.0017583523658686318, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404241634532809, "total_loss": 0.05265669370291448}
{"data_time": 0.0040086430963128805, "eta_seconds": 38939.317683698144, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4653679653679653, "fast_rcnn/fg_cls_accuracy": 0.5346320346320346, "iteration": 167759, "loss_box_reg": 0.007311445282539353, "loss_cls": 0.04171670926734805, "loss_rpn_cls": 0.0013286457367485127, "loss_rpn_loc": 0.0020164224442851264, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5447889731731266, "total_loss": 0.05346784470282273}
{"data_time": 0.004167801467701793, "eta_seconds": 38917.40775671485, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2638888888888889, "fast_rcnn/fg_cls_accuracy": 0.7361111111111112, "iteration": 167779, "loss_box_reg": 0.007290270325029269, "loss_cls": 0.043476153747178614, "loss_rpn_cls": 0.000523146602745328, "loss_rpn_loc": 0.0024531074523110874, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5367392669431865, "total_loss": 0.055332001163094446}
{"data_time": 0.0038526151329278946, "eta_seconds": 38906.63044602773, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42365967365967366, "fast_rcnn/fg_cls_accuracy": 0.5763403263403264, "iteration": 167799, "loss_box_reg": 0.007914563233498484, "loss_cls": 0.04433512288960628, "loss_rpn_cls": 0.0007107776237944563, "loss_rpn_loc": 0.0018473221407475648, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.539516604039818, "total_loss": 0.05518620168857069}
{"data_time": 0.003843746380880475, "eta_seconds": 38901.848607117776, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2540322580645161, "fast_rcnn/fg_cls_accuracy": 0.7459677419354839, "iteration": 167819, "loss_box_reg": 0.008099349302938208, "loss_cls": 0.044571166625246406, "loss_rpn_cls": 0.0006115244830198208, "loss_rpn_loc": 0.0019178300553903682, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.542949226219207, "total_loss": 0.055064373790202126}
{"data_time": 0.004017434548586607, "eta_seconds": 38891.069635197986, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26006441223832527, "fast_rcnn/fg_cls_accuracy": 0.7399355877616747, "iteration": 167839, "loss_box_reg": 0.0069859386421740055, "loss_cls": 0.042030759854242206, "loss_rpn_cls": 0.0007982201882441586, "loss_rpn_loc": 0.0016509174565726425, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5443528706673533, "total_loss": 0.05159148482164255}
{"data_time": 0.00393601693212986, "eta_seconds": 38880.290663278196, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3074127906976744, "fast_rcnn/fg_cls_accuracy": 0.6830357142857143, "iteration": 167859, "loss_box_reg": 0.007067712431307882, "loss_cls": 0.044561914924997836, "loss_rpn_cls": 0.0010337546652863239, "loss_rpn_loc": 0.0019001137115992606, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5489005807321519, "total_loss": 0.055285204990241255}
{"data_time": 0.003834216622635722, "eta_seconds": 38857.19195381878, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4454123112659698, "fast_rcnn/fg_cls_accuracy": 0.5545876887340302, "iteration": 167879, "loss_box_reg": 0.007679293368710205, "loss_cls": 0.04414203844498843, "loss_rpn_cls": 0.0009635291119138856, "loss_rpn_loc": 0.0026422924929647706, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5312806153669953, "total_loss": 0.055132891332505096}
{"data_time": 0.0037149484269320965, "eta_seconds": 38848.61295227241, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2667140825035562, "fast_rcnn/fg_cls_accuracy": 0.7332859174964438, "iteration": 167899, "loss_box_reg": 0.007315202645258978, "loss_cls": 0.03910025884397328, "loss_rpn_cls": 0.0004224556184908579, "loss_rpn_loc": 0.0017421360480511794, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400368070695549, "total_loss": 0.05159806064222039}
{"data_time": 0.004582783440127969, "eta_seconds": 38832.025437052594, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4650406504065041, "fast_rcnn/fg_cls_accuracy": 0.5349593495934959, "iteration": 167919, "loss_box_reg": 0.007722093403572217, "loss_cls": 0.04506749950814992, "loss_rpn_cls": 0.0005196694590949846, "loss_rpn_loc": 0.0017109006075770594, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5477759777568281, "total_loss": 0.055934262952746394}
{"data_time": 0.004035116406157613, "eta_seconds": 38850.765617241384, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39059196617336156, "fast_rcnn/fg_cls_accuracy": 0.5732323232323233, "iteration": 167939, "loss_box_reg": 0.007913782028481364, "loss_cls": 0.04387714428594336, "loss_rpn_cls": 0.0007250667862024329, "loss_rpn_loc": 0.0019669235989567824, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423213390167803, "total_loss": 0.053782165572485496}
{"data_time": 0.00403252150863409, "eta_seconds": 38831.51375605678, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32480818414322254, "fast_rcnn/fg_cls_accuracy": 0.6751918158567776, "iteration": 167959, "loss_box_reg": 0.006656332756392658, "loss_cls": 0.040205496829003096, "loss_rpn_cls": 0.0010826177757508049, "loss_rpn_loc": 0.0019789066900557373, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5314668025821447, "total_loss": 0.05367529575676144}
{"data_time": 0.004043227294459939, "eta_seconds": 38820.733363292646, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.43466898954703836, "fast_rcnn/fg_cls_accuracy": 0.5014781966001478, "iteration": 167979, "loss_box_reg": 0.007863289472879842, "loss_cls": 0.04475368506973609, "loss_rpn_cls": 0.0008357929803253228, "loss_rpn_loc": 0.002706109640712384, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5402163281105459, "total_loss": 0.05616159175332314}
{"data_time": 0.003923557698726654, "eta_seconds": 38806.378810320515, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3607142857142857, "fast_rcnn/fg_cls_accuracy": 0.6392857142857142, "iteration": 167999, "loss_box_reg": 0.007237132755108178, "loss_cls": 0.0428260606713593, "loss_rpn_cls": 0.0009714786405083942, "loss_rpn_loc": 0.0028231097476236755, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5315809114836156, "total_loss": 0.054709906947209674}
{"data_time": 0.003997619496658444, "eta_seconds": 38802.80455383728, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.37976190476190474, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 168019, "loss_box_reg": 0.00763511803233996, "loss_cls": 0.04611511394614354, "loss_rpn_cls": 0.0004289861834649855, "loss_rpn_loc": 0.0018135259797418257, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377764548175037, "total_loss": 0.056599308635725265}
{"data_time": 0.004645329434424639, "eta_seconds": 38795.68757803668, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4570175438596491, "fast_rcnn/fg_cls_accuracy": 0.5333333333333333, "iteration": 168039, "loss_box_reg": 0.007051827909890562, "loss_cls": 0.04558938683476299, "loss_rpn_cls": 0.0006428067965771334, "loss_rpn_loc": 0.002206910343375057, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5465651294216514, "total_loss": 0.05719647821615581}
{"data_time": 0.004123021615669131, "eta_seconds": 38776.31398011395, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.2337121212121212, "fast_rcnn/fg_cls_accuracy": 0.7625, "iteration": 168059, "loss_box_reg": 0.006890944408951327, "loss_cls": 0.03784664470003918, "loss_rpn_cls": 0.0009590837520363493, "loss_rpn_loc": 0.0018578408016765025, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5352537585422397, "total_loss": 0.051636438854416156}
{"data_time": 0.0044999453239142895, "eta_seconds": 38759.13005019771, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4023109243697479, "fast_rcnn/fg_cls_accuracy": 0.5976890756302521, "iteration": 168079, "loss_box_reg": 0.0079869827022776, "loss_cls": 0.04169666999951005, "loss_rpn_cls": 0.0008916845227986414, "loss_rpn_loc": 0.00224317437823629, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353568561840802, "total_loss": 0.054999213295218397}
{"data_time": 0.004561603534966707, "eta_seconds": 38752.16271499009, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 168099, "loss_box_reg": 0.007179203210398555, "loss_cls": 0.04294643161119893, "loss_rpn_cls": 0.0007093797056541007, "loss_rpn_loc": 0.0018803194416250335, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5441508253570646, "total_loss": 0.05358421649771117}
{"data_time": 0.004140038508921862, "eta_seconds": 38731.320321888896, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3838011965025311, "fast_rcnn/fg_cls_accuracy": 0.6040036815462494, "iteration": 168119, "loss_box_reg": 0.007621583237778395, "loss_cls": 0.044067255104891956, "loss_rpn_cls": 0.0007083733958097582, "loss_rpn_loc": 0.001858653085946571, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5340269773732871, "total_loss": 0.05616211377606817}
{"data_time": 0.0037752145435661077, "eta_seconds": 38712.96997163957, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.34954233409610985, "fast_rcnn/fg_cls_accuracy": 0.6504576659038901, "iteration": 168139, "loss_box_reg": 0.008192266570404172, "loss_cls": 0.04270825698040426, "loss_rpn_cls": 0.0007850645702092152, "loss_rpn_loc": 0.001679570597843849, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.535814450820908, "total_loss": 0.05516033668328646}
{"data_time": 0.0040691697504371405, "eta_seconds": 38709.76729935338, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2803030303030303, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 168159, "loss_box_reg": 0.0073727855051402, "loss_cls": 0.04450755979632959, "loss_rpn_cls": 0.0012136920672674023, "loss_rpn_loc": 0.0029983282256580424, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413192645646632, "total_loss": 0.05575570205999725}
{"data_time": 0.00428122328594327, "eta_seconds": 38678.553586492315, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.421078431372549, "fast_rcnn/fg_cls_accuracy": 0.5789215686274509, "iteration": 168179, "loss_box_reg": 0.008676576020661741, "loss_cls": 0.04431539901997894, "loss_rpn_cls": 0.0005264850125286102, "loss_rpn_loc": 0.002472731146553997, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348170916549861, "total_loss": 0.05561162812460907}
{"data_time": 0.0038456255570054054, "eta_seconds": 38667.78276637383, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3038210624417521, "fast_rcnn/fg_cls_accuracy": 0.6823275862068966, "iteration": 168199, "loss_box_reg": 0.007507547619752586, "loss_cls": 0.03926733191474341, "loss_rpn_cls": 0.0010939531564417848, "loss_rpn_loc": 0.0022016746406734455, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5294847923796624, "total_loss": 0.051759206673864355}
{"data_time": 0.003934213425964117, "eta_seconds": 38662.59359241044, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28409090909090906, "fast_rcnn/fg_cls_accuracy": 0.656891495601173, "iteration": 168219, "loss_box_reg": 0.00791071099229157, "loss_cls": 0.0441998117021285, "loss_rpn_cls": 0.0006120767072843591, "loss_rpn_loc": 0.002449935629556421, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5448732106015086, "total_loss": 0.05663679697124735}
{"data_time": 0.004208904691040516, "eta_seconds": 38641.66404271149, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3686411149825784, "fast_rcnn/fg_cls_accuracy": 0.6313588850174217, "iteration": 168239, "loss_box_reg": 0.006754689093213528, "loss_cls": 0.040879817795939744, "loss_rpn_cls": 0.0006960408434508736, "loss_rpn_loc": 0.001950780888364534, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5278599662706256, "total_loss": 0.052614040509524784}
{"data_time": 0.0038498742505908012, "eta_seconds": 38641.04884179821, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 168259, "loss_box_reg": 0.008990194095531479, "loss_cls": 0.04601502441801131, "loss_rpn_cls": 0.000924704012049915, "loss_rpn_loc": 0.0020113362006668467, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.539396406384185, "total_loss": 0.057497845043371854}
{"data_time": 0.004083301173523068, "eta_seconds": 38630.2764664921, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3756756756756757, "fast_rcnn/fg_cls_accuracy": 0.6035714285714285, "iteration": 168279, "loss_box_reg": 0.007823799998732284, "loss_cls": 0.04012000421062112, "loss_rpn_cls": 0.0006377876152328099, "loss_rpn_loc": 0.00226977218335378, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401069424115121, "total_loss": 0.05243429315777348}
{"data_time": 0.0041065753903239965, "eta_seconds": 38640.56928754086, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25436507936507935, "fast_rcnn/fg_cls_accuracy": 0.7456349206349207, "iteration": 168299, "loss_box_reg": 0.007953834225190803, "loss_cls": 0.04277173534501344, "loss_rpn_cls": 0.0008595685452519319, "loss_rpn_loc": 0.0020358367401058786, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5446715417783707, "total_loss": 0.054815597492904544}
{"data_time": 0.004714894108474255, "eta_seconds": 38623.55520921131, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3240810202550638, "fast_rcnn/fg_cls_accuracy": 0.6759189797449362, "iteration": 168319, "loss_box_reg": 0.007198236038675532, "loss_cls": 0.04579169629141688, "loss_rpn_cls": 0.0012814478911877814, "loss_rpn_loc": 0.0020862430774286622, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369043140672147, "total_loss": 0.05864534545571587}
{"data_time": 0.004031722666695714, "eta_seconds": 38605.22593809804, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3435828877005348, "fast_rcnn/fg_cls_accuracy": 0.6564171122994653, "iteration": 168339, "loss_box_reg": 0.00783730234252289, "loss_cls": 0.044237737194634974, "loss_rpn_cls": 0.0007329567287115424, "loss_rpn_loc": 0.002865568778361194, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389515664428473, "total_loss": 0.05593761397361163}
{"data_time": 0.003932785475626588, "eta_seconds": 38590.302763669286, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.31106612685560053, "fast_rcnn/fg_cls_accuracy": 0.6889338731443995, "iteration": 168359, "loss_box_reg": 0.007734893937595189, "loss_cls": 0.042913673765724525, "loss_rpn_cls": 0.0007283565790032753, "loss_rpn_loc": 0.002691663830773905, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536989209940657, "total_loss": 0.05412449371286243}
{"data_time": 0.0037975171580910683, "eta_seconds": 38597.456282938365, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.29563492063492064, "fast_rcnn/fg_cls_accuracy": 0.6957070707070707, "iteration": 168379, "loss_box_reg": 0.007389750971924514, "loss_cls": 0.04486605789861642, "loss_rpn_cls": 0.000789330762870577, "loss_rpn_loc": 0.002522111966754892, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5388102668803185, "total_loss": 0.055970668782322264}
{"data_time": 0.003684281138703227, "eta_seconds": 38590.47304705088, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4133986928104575, "fast_rcnn/fg_cls_accuracy": 0.5341880341880342, "iteration": 168399, "loss_box_reg": 0.007100424176314846, "loss_cls": 0.04565192281734198, "loss_rpn_cls": 0.0011714688919255423, "loss_rpn_loc": 0.0018841875480575254, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5449043423868716, "total_loss": 0.056955365297710614}
{"data_time": 0.00420407229103148, "eta_seconds": 38579.69373585493, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4255185417976116, "fast_rcnn/fg_cls_accuracy": 0.5744814582023885, "iteration": 168419, "loss_box_reg": 0.007461711182259023, "loss_cls": 0.04271924734348431, "loss_rpn_cls": 0.0009941972207343497, "loss_rpn_loc": 0.0024873794845916564, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5364609565585852, "total_loss": 0.055508056944574946}
{"data_time": 0.004580108914524317, "eta_seconds": 38565.121529486496, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39803439803439805, "fast_rcnn/fg_cls_accuracy": 0.5906019656019657, "iteration": 168439, "loss_box_reg": 0.007714250590652227, "loss_cls": 0.04394111409783363, "loss_rpn_cls": 0.0006920167131738708, "loss_rpn_loc": 0.0017715761532599572, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392168345861137, "total_loss": 0.056010561099895995}
{"data_time": 0.004540801048278809, "eta_seconds": 38562.878875887254, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4506599622878693, "fast_rcnn/fg_cls_accuracy": 0.5024242424242424, "iteration": 168459, "loss_box_reg": 0.008534811728168279, "loss_cls": 0.042555808438919485, "loss_rpn_cls": 0.0005951957019760812, "loss_rpn_loc": 0.002078965588225401, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5499417243991047, "total_loss": 0.0547863928982224}
{"data_time": 0.0039739606436342, "eta_seconds": 38558.62544955127, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.39151785714285714, "fast_rcnn/fg_cls_accuracy": 0.5217225609756098, "iteration": 168479, "loss_box_reg": 0.007837947370717302, "loss_cls": 0.04659515281673521, "loss_rpn_cls": 0.001088517384403076, "loss_rpn_loc": 0.0027626184964901768, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5430894237942994, "total_loss": 0.057716071542870395}
{"data_time": 0.004214358748868108, "eta_seconds": 38546.652082512155, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.34022988505747126, "fast_rcnn/fg_cls_accuracy": 0.6597701149425287, "iteration": 168499, "loss_box_reg": 0.008117198420222849, "loss_cls": 0.04238429001998156, "loss_rpn_cls": 0.0009888920733374107, "loss_rpn_loc": 0.0023276236606761813, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5310314591042697, "total_loss": 0.05295804938288029}
{"data_time": 0.004767721751704812, "eta_seconds": 38538.75754111027, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39009661835748793, "fast_rcnn/fg_cls_accuracy": 0.6099033816425121, "iteration": 168519, "loss_box_reg": 0.007427452219417319, "loss_cls": 0.042247943580150604, "loss_rpn_cls": 0.0009419797336249758, "loss_rpn_loc": 0.0034345096901233774, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5384382039774209, "total_loss": 0.054646155293312404}
{"data_time": 0.0046741049736738205, "eta_seconds": 38525.08782350458, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38613360323886636, "fast_rcnn/fg_cls_accuracy": 0.6138663967611335, "iteration": 168539, "loss_box_reg": 0.0067176132870372385, "loss_cls": 0.04252181714400649, "loss_rpn_cls": 0.0010441147089750302, "loss_rpn_loc": 0.002305474361492088, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5381259573623538, "total_loss": 0.054615092830317735}
{"data_time": 0.003957040142267942, "eta_seconds": 38511.57468088297, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3841991341991342, "fast_rcnn/fg_cls_accuracy": 0.6038961038961039, "iteration": 168559, "loss_box_reg": 0.0074852183170150965, "loss_cls": 0.042187836952507496, "loss_rpn_cls": 0.0009708226767770611, "loss_rpn_loc": 0.001764884109434206, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389740287791938, "total_loss": 0.05395979809128448}
{"data_time": 0.004144479287788272, "eta_seconds": 38493.459246287355, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.49307095343680707, "fast_rcnn/fg_cls_accuracy": 0.5069290465631929, "iteration": 168579, "loss_box_reg": 0.008544596348656341, "loss_cls": 0.0451249674661085, "loss_rpn_cls": 0.001457463347378507, "loss_rpn_loc": 0.002711942604946671, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406687271315604, "total_loss": 0.05679308837966346}
{"data_time": 0.004038692452013493, "eta_seconds": 38490.01195097668, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5012515644555695, "fast_rcnn/fg_cls_accuracy": 0.49874843554443055, "iteration": 168599, "loss_box_reg": 0.007219450955744833, "loss_cls": 0.04143245457089506, "loss_rpn_cls": 0.0004888141713195182, "loss_rpn_loc": 0.0020989351887692465, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387791846878827, "total_loss": 0.053465453042264244}
{"data_time": 0.003926621051505208, "eta_seconds": 38481.959305489436, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4145299145299145, "fast_rcnn/fg_cls_accuracy": 0.5341591591591592, "iteration": 168619, "loss_box_reg": 0.007039857271593064, "loss_cls": 0.04416552640032023, "loss_rpn_cls": 0.00059324602332822, "loss_rpn_loc": 0.0017818647611420602, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5396318964194506, "total_loss": 0.053898041518323225}
{"data_time": 0.003905743593350053, "eta_seconds": 38461.12131269951, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3336397058823529, "fast_rcnn/fg_cls_accuracy": 0.6663602941176471, "iteration": 168639, "loss_box_reg": 0.007539533675299026, "loss_cls": 0.04163181991316378, "loss_rpn_cls": 0.0007306323939246795, "loss_rpn_loc": 0.0017964102808036841, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5322196006309241, "total_loss": 0.05391253984555533}
{"data_time": 0.004248718032613397, "eta_seconds": 38457.667856117245, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2902097902097902, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 168659, "loss_box_reg": 0.008809522332740016, "loss_cls": 0.04127805304597132, "loss_rpn_cls": 0.0005721972161154554, "loss_rpn_loc": 0.0028261828374525066, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5435169890988618, "total_loss": 0.055423051443654}
{"data_time": 0.0038001625798642635, "eta_seconds": 38443.00523755234, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4059561128526646, "fast_rcnn/fg_cls_accuracy": 0.5785529715762274, "iteration": 168679, "loss_box_reg": 0.007421547081321478, "loss_cls": 0.04526070994324982, "loss_rpn_cls": 0.0005684716421683333, "loss_rpn_loc": 0.0017954351005755598, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5412119668908417, "total_loss": 0.056527508377712365}
{"data_time": 0.003526078537106514, "eta_seconds": 38425.0042645284, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3854895104895105, "fast_rcnn/fg_cls_accuracy": 0.6145104895104896, "iteration": 168699, "loss_box_reg": 0.007922255754237995, "loss_cls": 0.04291916766669601, "loss_rpn_cls": 0.0008192735665488726, "loss_rpn_loc": 0.002386110176303191, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5350244434084743, "total_loss": 0.056387510132566376}
{"data_time": 0.004079001722857356, "eta_seconds": 38437.96537275473, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2958257713248639, "fast_rcnn/fg_cls_accuracy": 0.7041742286751361, "iteration": 168719, "loss_box_reg": 0.007924807869130746, "loss_cls": 0.04551825614180416, "loss_rpn_cls": 0.0004974892947586795, "loss_rpn_loc": 0.001514241288532503, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433715996332467, "total_loss": 0.05619900513147513}
{"data_time": 0.004676047014072537, "eta_seconds": 38417.26652846672, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27543103448275863, "fast_rcnn/fg_cls_accuracy": 0.7245689655172414, "iteration": 168739, "loss_box_reg": 0.007704624382313341, "loss_cls": 0.045199635555036366, "loss_rpn_cls": 0.000691833632373573, "loss_rpn_loc": 0.0017781611022655852, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537094194907695, "total_loss": 0.05573743228637795}
{"data_time": 0.003527267137542367, "eta_seconds": 38399.88413130026, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20029761904761906, "fast_rcnn/fg_cls_accuracy": 0.799702380952381, "iteration": 168759, "loss_box_reg": 0.007466621827916242, "loss_cls": 0.04413795372238383, "loss_rpn_cls": 0.0007570979449837978, "loss_rpn_loc": 0.0020180718383926433, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5336160003207624, "total_loss": 0.05570276071586022}
{"data_time": 0.004262741422280669, "eta_seconds": 38395.70226945914, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4235332893869479, "fast_rcnn/fg_cls_accuracy": 0.5764667106130521, "iteration": 168779, "loss_box_reg": 0.0073378188972128555, "loss_cls": 0.04119818867184222, "loss_rpn_cls": 0.001072176639695499, "loss_rpn_loc": 0.0019015642828890122, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415589439217001, "total_loss": 0.05267174424955101}
{"data_time": 0.004081047605723143, "eta_seconds": 38378.323578174226, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34846938775510206, "fast_rcnn/fg_cls_accuracy": 0.6515306122448979, "iteration": 168799, "loss_box_reg": 0.007637095724930987, "loss_cls": 0.04379260406130925, "loss_rpn_cls": 0.0008056481730136511, "loss_rpn_loc": 0.0020393428712850437, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334492479451001, "total_loss": 0.05486844607543162}
{"data_time": 0.004146384075284004, "eta_seconds": 38341.0316161355, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3660968660968661, "fast_rcnn/fg_cls_accuracy": 0.5445512820512821, "iteration": 168819, "loss_box_reg": 0.007856658325181343, "loss_cls": 0.04498038114979863, "loss_rpn_cls": 0.0009706706473480153, "loss_rpn_loc": 0.0025976900396926794, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5315313574392349, "total_loss": 0.0570056793059166}
{"data_time": 0.0036039636470377445, "eta_seconds": 38324.46478113136, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3658730158730159, "fast_rcnn/fg_cls_accuracy": 0.6341269841269841, "iteration": 168839, "loss_box_reg": 0.00732497067656368, "loss_cls": 0.03994311986025423, "loss_rpn_cls": 0.0005065257225851383, "loss_rpn_loc": 0.001889731331175426, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396443726494908, "total_loss": 0.05175598314013996}
{"data_time": 0.0038583772256970406, "eta_seconds": 38313.693582081, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4772727272727273, "fast_rcnn/fg_cls_accuracy": 0.5227272727272727, "iteration": 168859, "loss_box_reg": 0.007283009894308634, "loss_cls": 0.041121774702332914, "loss_rpn_cls": 0.0007230191885696513, "loss_rpn_loc": 0.0017196263434016146, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5400659651495516, "total_loss": 0.05341746316264562}
{"data_time": 0.0036349655129015446, "eta_seconds": 38320.50415799464, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3294573643410853, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 168879, "loss_box_reg": 0.007877803742303513, "loss_cls": 0.04389097657985985, "loss_rpn_cls": 0.0008212090444885689, "loss_rpn_loc": 0.0018723067951214034, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395822287537158, "total_loss": 0.05423638694799138}
{"data_time": 0.0037552888970822096, "eta_seconds": 38297.94030624535, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.36235119047619047, "fast_rcnn/fg_cls_accuracy": 0.6376488095238095, "iteration": 168899, "loss_box_reg": 0.007914119196357206, "loss_cls": 0.043084758101031184, "loss_rpn_cls": 0.0011378066960787692, "loss_rpn_loc": 0.0022722681787854526, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5335480358917266, "total_loss": 0.055067904816041846}
{"data_time": 0.003934275591745973, "eta_seconds": 38287.16747877281, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2761627906976744, "fast_rcnn/fg_cls_accuracy": 0.6580330330330331, "iteration": 168919, "loss_box_reg": 0.0077074128203094006, "loss_cls": 0.044183642574353144, "loss_rpn_cls": 0.0009789698883651, "loss_rpn_loc": 0.0020880519805359654, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429011164233088, "total_loss": 0.057976187638473675}
{"data_time": 0.004101525992155075, "eta_seconds": 38270.608785879565, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.40424710424710425, "fast_rcnn/fg_cls_accuracy": 0.5957528957528957, "iteration": 168939, "loss_box_reg": 0.0072819015476852655, "loss_cls": 0.044457547133788466, "loss_rpn_cls": 0.001216765581361301, "loss_rpn_loc": 0.0022763671186112333, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380814888048917, "total_loss": 0.056850261257864076}
{"data_time": 0.0043268955778330564, "eta_seconds": 38261.61441929778, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43194444444444446, "fast_rcnn/fg_cls_accuracy": 0.5680555555555555, "iteration": 168959, "loss_box_reg": 0.007692399711231701, "loss_cls": 0.04354486183729023, "loss_rpn_cls": 0.000793922095454036, "loss_rpn_loc": 0.001600933974259533, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.536949616856873, "total_loss": 0.05254587900435581}
{"data_time": 0.004329120507463813, "eta_seconds": 38240.62294353475, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.43501611170784105, "fast_rcnn/fg_cls_accuracy": 0.5255102040816326, "iteration": 168979, "loss_box_reg": 0.008429607230937108, "loss_cls": 0.04356145017663948, "loss_rpn_cls": 0.0011113619787010975, "loss_rpn_loc": 0.0022495766934298445, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365303365979344, "total_loss": 0.05538737680224415}
{"data_time": 0.004046939080581069, "eta_seconds": 38240.07102074241, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.37450980392156863, "fast_rcnn/fg_cls_accuracy": 0.6254901960784314, "iteration": 168999, "loss_box_reg": 0.007083526492351666, "loss_cls": 0.04262702810228802, "loss_rpn_cls": 0.0004649833216205934, "loss_rpn_loc": 0.002055761202427675, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384569922462106, "total_loss": 0.05391608791202884}
{"data_time": 0.004385704407468438, "eta_seconds": 38233.30334141012, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4611295681063123, "fast_rcnn/fg_cls_accuracy": 0.5388704318936877, "iteration": 169019, "loss_box_reg": 0.007924601930426434, "loss_cls": 0.04350974812405184, "loss_rpn_cls": 0.0011935190729559508, "loss_rpn_loc": 0.0021475729445228353, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390912836883217, "total_loss": 0.05447405923700899}
{"data_time": 0.004375416552647948, "eta_seconds": 38222.530513937585, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3951219512195122, "fast_rcnn/fg_cls_accuracy": 0.6048780487804878, "iteration": 169039, "loss_box_reg": 0.007186841423390433, "loss_cls": 0.043438454740680754, "loss_rpn_cls": 0.0007041486657044516, "loss_rpn_loc": 0.0016292510681523709, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5417792082298547, "total_loss": 0.05284298306230539}
{"data_time": 0.004294110229238868, "eta_seconds": 38236.05973099312, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34966216216216217, "fast_rcnn/fg_cls_accuracy": 0.615530303030303, "iteration": 169059, "loss_box_reg": 0.007131705817300826, "loss_cls": 0.04017200579983182, "loss_rpn_cls": 0.0006028655244563197, "loss_rpn_loc": 0.0021908577382419026, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.541492213960737, "total_loss": 0.05191083418895914}
{"data_time": 0.0042795282788574696, "eta_seconds": 38231.25919210119, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34547123623011017, "fast_rcnn/fg_cls_accuracy": 0.6545287637698899, "iteration": 169079, "loss_box_reg": 0.007340299751376733, "loss_cls": 0.04099337133811787, "loss_rpn_cls": 0.000926141801301128, "loss_rpn_loc": 0.0014833174627710832, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5421570776961744, "total_loss": 0.052574548261759446}
{"data_time": 0.0036518052220344543, "eta_seconds": 38214.50037336862, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40332512315270935, "fast_rcnn/fg_cls_accuracy": 0.54858934169279, "iteration": 169099, "loss_box_reg": 0.007727036980213597, "loss_cls": 0.04208085511345416, "loss_rpn_cls": 0.0006660189042122511, "loss_rpn_loc": 0.002390438108704984, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355075041297823, "total_loss": 0.054183119877166064}
{"data_time": 0.00423526088707149, "eta_seconds": 38210.01482675434, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.26126482213438734, "fast_rcnn/fg_cls_accuracy": 0.7387351778656126, "iteration": 169119, "loss_box_reg": 0.007379654445685446, "loss_cls": 0.044011805090121925, "loss_rpn_cls": 0.0009504893611165244, "loss_rpn_loc": 0.0021304903420968913, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5423016406130046, "total_loss": 0.055750601977820224}
{"data_time": 0.0038728490471839905, "eta_seconds": 38210.15804355545, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4442857142857143, "fast_rcnn/fg_cls_accuracy": 0.5557142857142857, "iteration": 169139, "loss_box_reg": 0.007519460079493001, "loss_cls": 0.044324986170977354, "loss_rpn_cls": 0.0010091696613443446, "loss_rpn_loc": 0.0019736270951398183, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5416839295066893, "total_loss": 0.05739714076712232}
{"data_time": 0.004018393810838461, "eta_seconds": 38208.265627756715, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3153153153153153, "fast_rcnn/fg_cls_accuracy": 0.6846846846846847, "iteration": 169159, "loss_box_reg": 0.007637832226464525, "loss_cls": 0.04073727154172957, "loss_rpn_cls": 0.0004581785374568881, "loss_rpn_loc": 0.002167404592910316, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5429189992137253, "total_loss": 0.051949142364264844}
{"data_time": 0.003912857500836253, "eta_seconds": 38199.53205748228, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4494949494949495, "fast_rcnn/fg_cls_accuracy": 0.5505050505050505, "iteration": 169179, "loss_box_reg": 0.00696393902762793, "loss_cls": 0.043721035530325025, "loss_rpn_cls": 0.0006769448992258731, "loss_rpn_loc": 0.001756965633830987, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5374014640692621, "total_loss": 0.05294292580640558}
{"data_time": 0.0041968366131186485, "eta_seconds": 38210.10062934621, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32130434782608697, "fast_rcnn/fg_cls_accuracy": 0.6771428571428572, "iteration": 169199, "loss_box_reg": 0.007357730471994728, "loss_cls": 0.044545505894348025, "loss_rpn_cls": 0.0010226407547975214, "loss_rpn_loc": 0.00222366782327299, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5433139388915151, "total_loss": 0.05494860328599316}
{"data_time": 0.003893166081979871, "eta_seconds": 38189.953768607695, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.48316498316498313, "fast_rcnn/fg_cls_accuracy": 0.5168350168350169, "iteration": 169219, "loss_box_reg": 0.007425255695125088, "loss_cls": 0.04244225373258814, "loss_rpn_cls": 0.0005468181154242302, "loss_rpn_loc": 0.001911346596898511, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5401945689227432, "total_loss": 0.05337908518058043}
{"data_time": 0.0035470121074467897, "eta_seconds": 38184.260167600354, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.28501228501228504, "fast_rcnn/fg_cls_accuracy": 0.7149877149877151, "iteration": 169239, "loss_box_reg": 0.007135167077649385, "loss_cls": 0.03852751458180137, "loss_rpn_cls": 0.001097504301810659, "loss_rpn_loc": 0.0018799377885443391, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5358000993728638, "total_loss": 0.0482660944910549}
{"data_time": 0.004052277654409409, "eta_seconds": 38173.46770843002, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44222972972972974, "fast_rcnn/fg_cls_accuracy": 0.5577702702702703, "iteration": 169259, "loss_box_reg": 0.008679555263370275, "loss_cls": 0.04463860590476543, "loss_rpn_cls": 0.0006152238173626756, "loss_rpn_loc": 0.0024301945013576187, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5406894006300718, "total_loss": 0.05699506139848154}
{"data_time": 0.0039110693614929914, "eta_seconds": 38162.675249259686, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19688644688644688, "fast_rcnn/fg_cls_accuracy": 0.7596153846153846, "iteration": 169279, "loss_box_reg": 0.007987632721778937, "loss_cls": 0.042163813253864646, "loss_rpn_cls": 0.0007329519457925926, "loss_rpn_loc": 0.002439013867842732, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5400984224397689, "total_loss": 0.053111669494683156}
{"data_time": 0.004167415434494615, "eta_seconds": 38146.78969489457, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 169299, "loss_box_reg": 0.007593405549414456, "loss_cls": 0.04310323542449623, "loss_rpn_cls": 0.0012025160583561956, "loss_rpn_loc": 0.002256346094327455, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5460631421301514, "total_loss": 0.054844911049485745}
{"data_time": 0.00386524829082191, "eta_seconds": 38149.71076322347, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4672077922077922, "fast_rcnn/fg_cls_accuracy": 0.5327922077922078, "iteration": 169319, "loss_box_reg": 0.007494704041164368, "loss_cls": 0.04168381204362959, "loss_rpn_cls": 0.000807234466662976, "loss_rpn_loc": 0.0022247796860028757, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417662046384066, "total_loss": 0.05233293084711477}
{"data_time": 0.003621576586738229, "eta_seconds": 38147.71955210157, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3053571428571429, "fast_rcnn/fg_cls_accuracy": 0.6946428571428571, "iteration": 169339, "loss_box_reg": 0.007391516322968528, "loss_cls": 0.04512760287616402, "loss_rpn_cls": 0.0012024966793688918, "loss_rpn_loc": 0.0021449041296364157, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434632240794599, "total_loss": 0.055619926771896644}
{"data_time": 0.0037244639825075865, "eta_seconds": 38133.96562847751, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40555555555555556, "fast_rcnn/fg_cls_accuracy": 0.5944444444444444, "iteration": 169359, "loss_box_reg": 0.00709047561394982, "loss_cls": 0.042593743186444044, "loss_rpn_cls": 0.000668473930716118, "loss_rpn_loc": 0.001544068923976738, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389924831688404, "total_loss": 0.054722301497122317}
{"data_time": 0.004116815980523825, "eta_seconds": 38121.18895919854, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4868329868329868, "fast_rcnn/fg_cls_accuracy": 0.49965349965349964, "iteration": 169379, "loss_box_reg": 0.007802112493664026, "loss_cls": 0.04598334850743413, "loss_rpn_cls": 0.00048568930969850044, "loss_rpn_loc": 0.0017064071289496496, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5370320668444037, "total_loss": 0.0573743372960962}
{"data_time": 0.0035987249575555325, "eta_seconds": 38109.341291556135, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3888888888888889, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 169399, "loss_box_reg": 0.0071484443615190685, "loss_cls": 0.04227697354508564, "loss_rpn_cls": 0.0011458975724281117, "loss_rpn_loc": 0.002486234068783233, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5429845941253006, "total_loss": 0.05417608702305188}
{"data_time": 0.0043792754877358675, "eta_seconds": 38091.37035521935, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3880952380952381, "fast_rcnn/fg_cls_accuracy": 0.611904761904762, "iteration": 169419, "loss_box_reg": 0.00804201781284064, "loss_cls": 0.04376267164479941, "loss_rpn_cls": 0.0012238841150065127, "loss_rpn_loc": 0.0020718781706818845, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5365484999492764, "total_loss": 0.056237080872278966}
{"data_time": 0.0036755476612597704, "eta_seconds": 38080.57669393509, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4623095429029671, "fast_rcnn/fg_cls_accuracy": 0.5376904570970329, "iteration": 169439, "loss_box_reg": 0.00723865139298141, "loss_cls": 0.04327512189047411, "loss_rpn_cls": 0.0008398059057412866, "loss_rpn_loc": 0.0019970858811575454, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5410071820951998, "total_loss": 0.05496019715985767}
{"data_time": 0.004462774144485593, "eta_seconds": 38060.46154746832, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4574303405572755, "fast_rcnn/fg_cls_accuracy": 0.5425696594427245, "iteration": 169459, "loss_box_reg": 0.006981647864449769, "loss_cls": 0.04405721742659807, "loss_rpn_cls": 0.0006327275852981984, "loss_rpn_loc": 0.0018455718272889499, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.54006687249057, "total_loss": 0.05450599193727612}
{"data_time": 0.0036856387741863728, "eta_seconds": 38040.206916424446, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.12956810631229235, "fast_rcnn/fg_cls_accuracy": 0.8704318936877076, "iteration": 169479, "loss_box_reg": 0.0074295070371590555, "loss_cls": 0.04272270144429058, "loss_rpn_cls": 0.001090527684539211, "loss_rpn_loc": 0.001908224605358555, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5387270525097847, "total_loss": 0.05509171343101116}
{"data_time": 0.004248970886692405, "eta_seconds": 38043.95819838601, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.29107142857142854, "fast_rcnn/fg_cls_accuracy": 0.7089285714285715, "iteration": 169499, "loss_box_reg": 0.008357624668860808, "loss_cls": 0.04549607145600021, "loss_rpn_cls": 0.000832226650317125, "loss_rpn_loc": 0.002192300064052688, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442873074207455, "total_loss": 0.05810318110795265}
{"data_time": 0.004423249047249556, "eta_seconds": 38044.567124689, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4616573902288188, "fast_rcnn/fg_cls_accuracy": 0.47853535353535354, "iteration": 169519, "loss_box_reg": 0.007749002805212513, "loss_cls": 0.0435947727819439, "loss_rpn_cls": 0.0009474627868257812, "loss_rpn_loc": 0.002411672248854302, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5437643909826875, "total_loss": 0.05456627897274302}
{"data_time": 0.004118669079616666, "eta_seconds": 38033.77143021114, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3613053613053613, "fast_rcnn/fg_cls_accuracy": 0.6386946386946387, "iteration": 169539, "loss_box_reg": 0.0071244003920583054, "loss_cls": 0.04275907698320225, "loss_rpn_cls": 0.0008374781297675327, "loss_rpn_loc": 0.001888001044790144, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5386157070752233, "total_loss": 0.05391948971657712}
{"data_time": 0.004055473022162914, "eta_seconds": 38022.975735733286, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4875, "fast_rcnn/fg_cls_accuracy": 0.5125, "iteration": 169559, "loss_box_reg": 0.007041793971438892, "loss_cls": 0.043120128684677184, "loss_rpn_cls": 0.0006008083012147836, "loss_rpn_loc": 0.0019115509567200206, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5327442702837288, "total_loss": 0.05285483521743117}
{"data_time": 0.003541485872119665, "eta_seconds": 38000.788361704675, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 169579, "loss_box_reg": 0.009013399132527411, "loss_cls": 0.042234790278598666, "loss_rpn_cls": 0.0006026523009268203, "loss_rpn_loc": 0.0020023285105708055, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366866083350033, "total_loss": 0.05486875674910152}
{"data_time": 0.004018175648525357, "eta_seconds": 38001.38434677757, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.456575682382134, "fast_rcnn/fg_cls_accuracy": 0.5434243176178659, "iteration": 169599, "loss_box_reg": 0.006841130714747123, "loss_cls": 0.044165977160446346, "loss_rpn_cls": 0.0008966834654984268, "loss_rpn_loc": 0.0022955743843340315, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5436311769299209, "total_loss": 0.0545909908074691}
{"data_time": 0.003907873993739486, "eta_seconds": 37985.666418396635, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4276261373035567, "fast_rcnn/fg_cls_accuracy": 0.5723738626964434, "iteration": 169619, "loss_box_reg": 0.007617758587002754, "loss_cls": 0.044703033519908786, "loss_rpn_cls": 0.0006291653155585664, "loss_rpn_loc": 0.0018611168707138859, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.538934996817261, "total_loss": 0.055299230208675}
{"data_time": 0.003946108976379037, "eta_seconds": 37983.033684016205, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6023809523809524, "iteration": 169639, "loss_box_reg": 0.007671830157050863, "loss_cls": 0.043949331040494144, "loss_rpn_cls": 0.0005980038806683297, "loss_rpn_loc": 0.0017456710374972317, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.541641034418717, "total_loss": 0.05387388270867177}
{"data_time": 0.0043304234277457, "eta_seconds": 37961.96959528886, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 169659, "loss_box_reg": 0.00765950622735545, "loss_cls": 0.04563304694602266, "loss_rpn_cls": 0.0011602936012877763, "loss_rpn_loc": 0.0021847367243026383, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5353334820829332, "total_loss": 0.057675162327825547}
{"data_time": 0.003948617028072476, "eta_seconds": 37938.53616375476, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5490842490842491, "fast_rcnn/fg_cls_accuracy": 0.43755169561621177, "iteration": 169679, "loss_box_reg": 0.007619964890182018, "loss_cls": 0.04442551569081843, "loss_rpn_cls": 0.0008906501977890002, "loss_rpn_loc": 0.0020348997077235254, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5326522465329617, "total_loss": 0.05521181963666777}
{"data_time": 0.004627858521416783, "eta_seconds": 37940.382202675566, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33739837398373984, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 169699, "loss_box_reg": 0.007095820546965115, "loss_cls": 0.041361312178196386, "loss_rpn_cls": 0.0009304866534876055, "loss_rpn_loc": 0.0027038490861741593, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5405996583867818, "total_loss": 0.05528068567991795}
{"data_time": 0.004072893178090453, "eta_seconds": 37906.890565047506, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4283374283374284, "fast_rcnn/fg_cls_accuracy": 0.5716625716625716, "iteration": 169719, "loss_box_reg": 0.008077774225967005, "loss_cls": 0.0418593468493782, "loss_rpn_cls": 0.0005112083770058007, "loss_rpn_loc": 0.0018976353931066114, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380465374328196, "total_loss": 0.052267831414098964}
{"data_time": 0.0042107433546334505, "eta_seconds": 37896.10332793789, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2021276595744681, "fast_rcnn/fg_cls_accuracy": 0.7978723404255319, "iteration": 169739, "loss_box_reg": 0.0070994150009937584, "loss_cls": 0.04361625976162031, "loss_rpn_cls": 0.0009396433781603264, "loss_rpn_loc": 0.002218945290223928, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355540052987635, "total_loss": 0.05441635039534276}
{"data_time": 0.003603983437642455, "eta_seconds": 37888.82268889458, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.39051808406647115, "fast_rcnn/fg_cls_accuracy": 0.6094819159335289, "iteration": 169759, "loss_box_reg": 0.008085271809250116, "loss_cls": 0.04467129215481691, "loss_rpn_cls": 0.000975840232513292, "loss_rpn_loc": 0.002576840041911055, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432874574325979, "total_loss": 0.05670246928417555}
{"data_time": 0.003720373148098588, "eta_seconds": 37871.830123240594, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.34259259259259256, "fast_rcnn/fg_cls_accuracy": 0.6574074074074074, "iteration": 169779, "loss_box_reg": 0.007683460717089474, "loss_cls": 0.04565780653501861, "loss_rpn_cls": 0.00105954179116452, "loss_rpn_loc": 0.002078509869534173, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5390945156104863, "total_loss": 0.05712951470138705}
{"data_time": 0.004403089871630073, "eta_seconds": 37867.24621778005, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3229166666666667, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 169799, "loss_box_reg": 0.007423530623782426, "loss_cls": 0.044120839796960354, "loss_rpn_cls": 0.001156011227521958, "loss_rpn_loc": 0.0021329478822735837, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399834436830133, "total_loss": 0.05667599200910445}
{"data_time": 0.0037332247011363506, "eta_seconds": 37863.005453683436, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3836805555555556, "fast_rcnn/fg_cls_accuracy": 0.5895579268292683, "iteration": 169819, "loss_box_reg": 0.0075410487479530275, "loss_cls": 0.04412657814100385, "loss_rpn_cls": 0.0005253477651194771, "loss_rpn_loc": 0.0019922726296499604, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5361052046064287, "total_loss": 0.05568939622494895}
{"data_time": 0.004559559980407357, "eta_seconds": 37855.432197330985, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.17424242424242425, "fast_rcnn/fg_cls_accuracy": 0.7880952380952382, "iteration": 169839, "loss_box_reg": 0.007329867541557178, "loss_cls": 0.03989814629312605, "loss_rpn_cls": 0.0007367866473941831, "loss_rpn_loc": 0.0021552407943090657, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404675551690161, "total_loss": 0.05207365028354616}
{"data_time": 0.004548915196210146, "eta_seconds": 37841.425250805914, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3915701415701416, "fast_rcnn/fg_cls_accuracy": 0.6084298584298584, "iteration": 169859, "loss_box_reg": 0.006899821833940223, "loss_cls": 0.041131334844976664, "loss_rpn_cls": 0.000788379803452699, "loss_rpn_loc": 0.0024445068738714326, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5400507762096822, "total_loss": 0.051425228121615874}
{"data_time": 0.003706914372742176, "eta_seconds": 37829.92570556374, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28549093183239527, "fast_rcnn/fg_cls_accuracy": 0.7145090681676047, "iteration": 169879, "loss_box_reg": 0.008903950889362022, "loss_cls": 0.04386586486361921, "loss_rpn_cls": 0.0007412451660115948, "loss_rpn_loc": 0.0017467720517743146, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5360407806001604, "total_loss": 0.05503690159889629}
{"data_time": 0.004626377951353788, "eta_seconds": 37819.13580647344, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.17333333333333334, "fast_rcnn/fg_cls_accuracy": 0.8266666666666667, "iteration": 169899, "loss_box_reg": 0.007499753526644781, "loss_cls": 0.04116766294464469, "loss_rpn_cls": 0.0008642976637247557, "loss_rpn_loc": 0.0023039860134304035, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5339295025914907, "total_loss": 0.05388691527286937}
{"data_time": 0.004041712498292327, "eta_seconds": 37802.516804436455, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3412698412698413, "fast_rcnn/fg_cls_accuracy": 0.6587301587301587, "iteration": 169919, "loss_box_reg": 0.007669661485124379, "loss_cls": 0.04461547761457041, "loss_rpn_cls": 0.0011197314031505812, "loss_rpn_loc": 0.0019824630999210058, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5340412233490497, "total_loss": 0.056884684745682534}
{"data_time": 0.003892367472872138, "eta_seconds": 37798.26484505087, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.29901960784313725, "fast_rcnn/fg_cls_accuracy": 0.6568627450980392, "iteration": 169939, "loss_box_reg": 0.00781439445563592, "loss_cls": 0.0435851690126583, "loss_rpn_cls": 0.000775114645875874, "loss_rpn_loc": 0.002003977037020377, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5491038623731583, "total_loss": 0.05369751968135006}
{"data_time": 0.0037661604583263397, "eta_seconds": 37790.6860867613, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4105263157894737, "fast_rcnn/fg_cls_accuracy": 0.5894736842105264, "iteration": 169959, "loss_box_reg": 0.007823826061212458, "loss_cls": 0.04272941849194467, "loss_rpn_cls": 0.0007215235274316001, "loss_rpn_loc": 0.0021670539572369307, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352998974267393, "total_loss": 0.05582631774905167}
{"data_time": 0.00400782679207623, "eta_seconds": 37793.69491861225, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3670745272525028, "fast_rcnn/fg_cls_accuracy": 0.6329254727474972, "iteration": 169979, "loss_box_reg": 0.007106648321496323, "loss_cls": 0.043346314458176494, "loss_rpn_cls": 0.0011963534402639198, "loss_rpn_loc": 0.0018754004631773569, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5433785510249436, "total_loss": 0.05503628168844443}
{"data_time": 0.0038886694237589836, "eta_seconds": 37786.495315520326, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3221621621621622, "fast_rcnn/fg_cls_accuracy": 0.6778378378378378, "iteration": 169999, "loss_box_reg": 0.007252437906572595, "loss_cls": 0.04398809222038835, "loss_rpn_cls": 0.0006867183333270077, "loss_rpn_loc": 0.0015647269065084402, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442414171993732, "total_loss": 0.052961376691598616}
{"data_time": 0.004433240508660674, "eta_seconds": 37758.31303147646, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2271889400921659, "fast_rcnn/fg_cls_accuracy": 0.7728110599078342, "iteration": 170019, "loss_box_reg": 0.0070199865294853225, "loss_cls": 0.04074169634259306, "loss_rpn_cls": 0.0013223675841800286, "loss_rpn_loc": 0.0017347886114293942, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5340622789226472, "total_loss": 0.051306701334397076}
{"data_time": 0.0036638404708355665, "eta_seconds": 37747.522013048176, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4017560512577124, "fast_rcnn/fg_cls_accuracy": 0.5982439487422876, "iteration": 170039, "loss_box_reg": 0.007079891482135281, "loss_cls": 0.04069024440832436, "loss_rpn_cls": 0.0010279171565912293, "loss_rpn_loc": 0.0029314401363080833, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5423947870731354, "total_loss": 0.05126692224550311}
{"data_time": 0.003562254598364234, "eta_seconds": 37733.52423641831, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1266025641025641, "fast_rcnn/fg_cls_accuracy": 0.8733974358974359, "iteration": 170059, "loss_box_reg": 0.007671723404200748, "loss_cls": 0.04444137919927016, "loss_rpn_cls": 0.0008030105309728697, "loss_rpn_loc": 0.0019807562021014746, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389608009718359, "total_loss": 0.056887501344846214}
{"data_time": 0.0038205781020224094, "eta_seconds": 37722.02671466069, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33739837398373984, "fast_rcnn/fg_cls_accuracy": 0.6626016260162602, "iteration": 170079, "loss_box_reg": 0.007968386329594068, "loss_cls": 0.04567880311515182, "loss_rpn_cls": 0.001118592286729836, "loss_rpn_loc": 0.0019492764622555114, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5419866209849715, "total_loss": 0.055733529762164835}
{"data_time": 0.004174264147877693, "eta_seconds": 37711.23681557039, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2591362126245847, "fast_rcnn/fg_cls_accuracy": 0.726578073089701, "iteration": 170099, "loss_box_reg": 0.008490831954986788, "loss_cls": 0.045412381179630756, "loss_rpn_cls": 0.0008574260504019549, "loss_rpn_loc": 0.0018999079329660162, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380299938842654, "total_loss": 0.05733540419032579}
{"data_time": 0.003956643166020513, "eta_seconds": 37687.142172395485, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.31263102725366876, "fast_rcnn/fg_cls_accuracy": 0.6873689727463312, "iteration": 170119, "loss_box_reg": 0.007935140863992274, "loss_cls": 0.043874458118807524, "loss_rpn_cls": 0.001290014359824454, "loss_rpn_loc": 0.00265247409879521, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.534529082942754, "total_loss": 0.05478903451603401}
{"data_time": 0.004016731400042772, "eta_seconds": 37672.61635022401, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.458980044345898, "fast_rcnn/fg_cls_accuracy": 0.541019955654102, "iteration": 170139, "loss_box_reg": 0.007414799241814762, "loss_cls": 0.04183551820460707, "loss_rpn_cls": 0.0008438838303845841, "loss_rpn_loc": 0.0021913983346166788, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372815225273371, "total_loss": 0.053165857219596546}
{"data_time": 0.003669306868687272, "eta_seconds": 37652.0255785177, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3587912087912088, "fast_rcnn/fg_cls_accuracy": 0.621978021978022, "iteration": 170159, "loss_box_reg": 0.007144829389289953, "loss_cls": 0.0430928097339347, "loss_rpn_cls": 0.0007953295362312929, "loss_rpn_loc": 0.001730579631839646, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338123254477978, "total_loss": 0.05493690620505731}
{"data_time": 0.003954065032303333, "eta_seconds": 37641.24336589803, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2048823016564952, "fast_rcnn/fg_cls_accuracy": 0.7498069498069498, "iteration": 170179, "loss_box_reg": 0.006901943706907332, "loss_cls": 0.04252608446404338, "loss_rpn_cls": 0.001055649846051665, "loss_rpn_loc": 0.0021117792784934863, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5358974828850478, "total_loss": 0.05309332563967928}
{"data_time": 0.004025905393064022, "eta_seconds": 37626.184667784255, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.43434343434343436, "fast_rcnn/fg_cls_accuracy": 0.533096926713948, "iteration": 170199, "loss_box_reg": 0.007554958894615993, "loss_cls": 0.04314142547082156, "loss_rpn_cls": 0.0007547678480932518, "loss_rpn_loc": 0.002292449407832464, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5411256363149732, "total_loss": 0.05355205459920853}
{"data_time": 0.0037595510948449373, "eta_seconds": 37622.373970012646, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.18823529411764706, "fast_rcnn/fg_cls_accuracy": 0.8088235294117647, "iteration": 170219, "loss_box_reg": 0.007640743482625112, "loss_cls": 0.044222021591849625, "loss_rpn_cls": 0.000713494835849815, "loss_rpn_loc": 0.0025828402322076727, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5447821074631065, "total_loss": 0.05614379716530493}
{"data_time": 0.003706699702888727, "eta_seconds": 37615.62870767806, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.46437198067632846, "fast_rcnn/fg_cls_accuracy": 0.5356280193236715, "iteration": 170239, "loss_box_reg": 0.007221343170385808, "loss_cls": 0.042735293245641515, "loss_rpn_cls": 0.0007439061889158438, "loss_rpn_loc": 0.0022127500615169993, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5463624959811568, "total_loss": 0.05429444567764108}
{"data_time": 0.003970533376559615, "eta_seconds": 37600.80799992336, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4642857142857143, "fast_rcnn/fg_cls_accuracy": 0.5357142857142857, "iteration": 170259, "loss_box_reg": 0.007513168646255508, "loss_cls": 0.042482582619413733, "loss_rpn_cls": 0.0006970810020447971, "loss_rpn_loc": 0.00199247412274417, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5363632920198143, "total_loss": 0.0556697402834061}
{"data_time": 0.0039814431220293045, "eta_seconds": 37565.50279179192, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.388755980861244, "fast_rcnn/fg_cls_accuracy": 0.611244019138756, "iteration": 170279, "loss_box_reg": 0.007261416438268498, "loss_cls": 0.04331724101211876, "loss_rpn_cls": 0.0008077684665295237, "loss_rpn_loc": 0.0016721226093068253, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5321738685015589, "total_loss": 0.052854196944281284}
{"data_time": 0.004589026561006904, "eta_seconds": 37548.175611299695, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44562647754137114, "fast_rcnn/fg_cls_accuracy": 0.5458265139116203, "iteration": 170299, "loss_box_reg": 0.0075536965450737625, "loss_cls": 0.04340135050006211, "loss_rpn_cls": 0.0006796915326958697, "loss_rpn_loc": 0.002497025499906158, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5305424628313631, "total_loss": 0.054591005516158475}
{"data_time": 0.00410481309518218, "eta_seconds": 37530.05217507016, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3912037037037037, "fast_rcnn/fg_cls_accuracy": 0.6087962962962963, "iteration": 170319, "loss_box_reg": 0.00771407809224911, "loss_cls": 0.042852597776800394, "loss_rpn_cls": 0.0009307747480988837, "loss_rpn_loc": 0.002321381300134817, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5397678215522319, "total_loss": 0.05357985451530567}
{"data_time": 0.0037815351970493793, "eta_seconds": 37519.28021365311, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.31215213358070504, "fast_rcnn/fg_cls_accuracy": 0.687847866419295, "iteration": 170339, "loss_box_reg": 0.007515427336329594, "loss_cls": 0.04192877491004765, "loss_rpn_cls": 0.0005514361031515591, "loss_rpn_loc": 0.001799843132175738, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5461843339726329, "total_loss": 0.05499590433328194}
{"data_time": 0.004563478985801339, "eta_seconds": 37499.53373712837, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23791621911922664, "fast_rcnn/fg_cls_accuracy": 0.7620837808807734, "iteration": 170359, "loss_box_reg": 0.007453346479451284, "loss_cls": 0.044667696580290794, "loss_rpn_cls": 0.0009012060888835549, "loss_rpn_loc": 0.0020650463775382377, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5315005106385797, "total_loss": 0.056004014703376015}
{"data_time": 0.004238017136231065, "eta_seconds": 37482.45630203909, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.17261904761904762, "fast_rcnn/fg_cls_accuracy": 0.8035714285714286, "iteration": 170379, "loss_box_reg": 0.007453900150721893, "loss_cls": 0.045568207337055355, "loss_rpn_cls": 0.0006201041278472985, "loss_rpn_loc": 0.0023538543937320355, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5329065956175327, "total_loss": 0.056486120477188706}
{"data_time": 0.004728371975943446, "eta_seconds": 37465.55018305476, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.292674253200569, "fast_rcnn/fg_cls_accuracy": 0.707325746799431, "iteration": 170399, "loss_box_reg": 0.007429583085468039, "loss_cls": 0.042827178607694805, "loss_rpn_cls": 0.0009803105165246961, "loss_rpn_loc": 0.0016875851797522046, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5375100250821561, "total_loss": 0.053895743001419305}
{"data_time": 0.00386361638084054, "eta_seconds": 37469.99356901087, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3746031746031746, "fast_rcnn/fg_cls_accuracy": 0.5805860805860805, "iteration": 170419, "loss_box_reg": 0.0071669591416139156, "loss_cls": 0.0413430982735008, "loss_rpn_cls": 0.0005551520537210308, "loss_rpn_loc": 0.0026422178798384266, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5447649306152016, "total_loss": 0.05148222010762993}
{"data_time": 0.0037945564836263657, "eta_seconds": 37459.22338934429, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36038961038961037, "fast_rcnn/fg_cls_accuracy": 0.5788177339901477, "iteration": 170439, "loss_box_reg": 0.007160641020163894, "loss_cls": 0.0471081055002287, "loss_rpn_cls": 0.0009755048004080891, "loss_rpn_loc": 0.0028820407915191026, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376381240785122, "total_loss": 0.059051374804937495}
{"data_time": 0.004180653020739555, "eta_seconds": 37433.25275900937, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3302127659574468, "fast_rcnn/fg_cls_accuracy": 0.6697872340425532, "iteration": 170459, "loss_box_reg": 0.007659859751584008, "loss_cls": 0.04363211919553578, "loss_rpn_cls": 0.00043490350572028547, "loss_rpn_loc": 0.002321557034520083, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5342672697734088, "total_loss": 0.056013205830254265}
{"data_time": 0.0043347550090402365, "eta_seconds": 37437.68303001113, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3995535714285714, "fast_rcnn/fg_cls_accuracy": 0.6004464285714286, "iteration": 170479, "loss_box_reg": 0.0077250471513252705, "loss_cls": 0.04277486290084198, "loss_rpn_cls": 0.0005345860002421432, "loss_rpn_loc": 0.002814081659380463, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5474415423814207, "total_loss": 0.05350223769642071}
{"data_time": 0.003934672102332115, "eta_seconds": 37425.460292656906, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.49965349965349964, "fast_rcnn/fg_cls_accuracy": 0.5003465003465003, "iteration": 170499, "loss_box_reg": 0.007815377117367461, "loss_cls": 0.04363257985096425, "loss_rpn_cls": 0.000636562126373974, "loss_rpn_loc": 0.0019545133982319385, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5417619075160474, "total_loss": 0.054398169468811375}
{"data_time": 0.0042297872714698315, "eta_seconds": 37399.36272772495, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44017094017094016, "fast_rcnn/fg_cls_accuracy": 0.5598290598290598, "iteration": 170519, "loss_box_reg": 0.007518005295423791, "loss_cls": 0.04236387781566009, "loss_rpn_cls": 0.000462473656284601, "loss_rpn_loc": 0.0015510999801335856, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354539155960083, "total_loss": 0.05301041040615928}
{"data_time": 0.004254961386322975, "eta_seconds": 37378.34071627399, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33307692307692305, "fast_rcnn/fg_cls_accuracy": 0.666923076923077, "iteration": 170539, "loss_box_reg": 0.007722373848082498, "loss_cls": 0.04153215221595019, "loss_rpn_cls": 0.0009471787972188395, "loss_rpn_loc": 0.0018511567454879696, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5324522245209664, "total_loss": 0.05363559193915535}
{"data_time": 0.004113263916224241, "eta_seconds": 37374.70111293043, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4328231292517007, "fast_rcnn/fg_cls_accuracy": 0.5671768707482994, "iteration": 170559, "loss_box_reg": 0.007164475595345721, "loss_cls": 0.04493952519260347, "loss_rpn_cls": 0.000865365205982016, "loss_rpn_loc": 0.0023164425874711014, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5435181462671608, "total_loss": 0.05645414827631612}
{"data_time": 0.0037266521248966455, "eta_seconds": 37368.47009295295, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37286324786324787, "fast_rcnn/fg_cls_accuracy": 0.5897147147147147, "iteration": 170579, "loss_box_reg": 0.008146197244059294, "loss_cls": 0.042101324535906315, "loss_rpn_cls": 0.0006771882712257593, "loss_rpn_loc": 0.0022021101576683577, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389944142661989, "total_loss": 0.05371047014273245}
{"data_time": 0.003918559523299336, "eta_seconds": 37364.01301069814, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4743421052631579, "fast_rcnn/fg_cls_accuracy": 0.5256578947368421, "iteration": 170599, "loss_box_reg": 0.007853177085053176, "loss_cls": 0.04147660208400339, "loss_rpn_cls": 0.0006586223050817352, "loss_rpn_loc": 0.001577271417772863, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418247471097857, "total_loss": 0.05234905029521997}
{"data_time": 0.004457053728401661, "eta_seconds": 37353.24543875805, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.13226744186046513, "fast_rcnn/fg_cls_accuracy": 0.8588039867109634, "iteration": 170619, "loss_box_reg": 0.007807129615684971, "loss_cls": 0.04188824712764472, "loss_rpn_cls": 0.0006835005830509999, "loss_rpn_loc": 0.002221531012764899, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5438428591005504, "total_loss": 0.053594745311727365}
{"data_time": 0.004009455908089876, "eta_seconds": 37331.64332158188, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.24750830564784054, "fast_rcnn/fg_cls_accuracy": 0.7178060413354531, "iteration": 170639, "loss_box_reg": 0.0076836253283545375, "loss_cls": 0.043860446952749044, "loss_rpn_cls": 0.00045621776519055857, "loss_rpn_loc": 0.0018997789375134744, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358489295467734, "total_loss": 0.053685413861579434}
{"data_time": 0.004077248740941286, "eta_seconds": 37331.71029487788, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.30833333333333335, "fast_rcnn/fg_cls_accuracy": 0.6916666666666667, "iteration": 170659, "loss_box_reg": 0.007581760844914243, "loss_cls": 0.04294463759288192, "loss_rpn_cls": 0.0007419850645646875, "loss_rpn_loc": 0.0020591565589711536, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408052382990718, "total_loss": 0.05565283121771358}
{"data_time": 0.0047131069004535675, "eta_seconds": 37320.94272293779, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3958333333333333, "fast_rcnn/fg_cls_accuracy": 0.6041666666666666, "iteration": 170679, "loss_box_reg": 0.007524447806645185, "loss_cls": 0.04467939760070294, "loss_rpn_cls": 0.0008821528202247464, "loss_rpn_loc": 0.002458721570292255, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5359781165607274, "total_loss": 0.05547662850062807}
{"data_time": 0.0037584558594971895, "eta_seconds": 37296.03476724797, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.45714285714285713, "fast_rcnn/fg_cls_accuracy": 0.5428571428571428, "iteration": 170699, "loss_box_reg": 0.006800858682254329, "loss_cls": 0.04430027084890753, "loss_rpn_cls": 0.00085157986154627, "loss_rpn_loc": 0.001919422244100133, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360810910351574, "total_loss": 0.05510361349126924}
{"data_time": 0.003982881549745798, "eta_seconds": 37288.58553023334, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4681259600614439, "fast_rcnn/fg_cls_accuracy": 0.5318740399385561, "iteration": 170719, "loss_box_reg": 0.007794326636940241, "loss_cls": 0.04547060444019735, "loss_rpn_cls": 0.0005446681221883409, "loss_rpn_loc": 0.0022225416632863926, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417772468645126, "total_loss": 0.0568252644416134}
{"data_time": 0.003881321055814624, "eta_seconds": 37282.34406171064, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2527821939586645, "fast_rcnn/fg_cls_accuracy": 0.6654411764705883, "iteration": 170739, "loss_box_reg": 0.007827510824427009, "loss_cls": 0.04200273135211319, "loss_rpn_cls": 0.0013121460269758245, "loss_rpn_loc": 0.0020755675814143615, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5363548535387963, "total_loss": 0.052673445078767145}
{"data_time": 0.0044029399286955595, "eta_seconds": 37267.05663455906, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4051051051051051, "fast_rcnn/fg_cls_accuracy": 0.5948948948948949, "iteration": 170759, "loss_box_reg": 0.007607277424540371, "loss_cls": 0.04225261669489555, "loss_rpn_cls": 0.000443414837718592, "loss_rpn_loc": 0.0016876392346603097, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5350821176543832, "total_loss": 0.051743140880716965}
{"data_time": 0.0041127391159534454, "eta_seconds": 37252.9808029274, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3062638580931264, "fast_rcnn/fg_cls_accuracy": 0.6937361419068737, "iteration": 170779, "loss_box_reg": 0.007365505749476142, "loss_cls": 0.04320094274589792, "loss_rpn_cls": 0.0004698401817222475, "loss_rpn_loc": 0.0018397935637040064, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418423579540104, "total_loss": 0.05484324080487113}
{"data_time": 0.00426295236684382, "eta_seconds": 37234.904925866285, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.40512820512820513, "fast_rcnn/fg_cls_accuracy": 0.5948717948717949, "iteration": 170799, "loss_box_reg": 0.007500296225771308, "loss_cls": 0.04404200101271272, "loss_rpn_cls": 0.0006471536203207506, "loss_rpn_loc": 0.0028367029954097234, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369216348044574, "total_loss": 0.05507117881404611}
{"data_time": 0.004079712554812431, "eta_seconds": 37234.38584501343, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42615830115830117, "fast_rcnn/fg_cls_accuracy": 0.5738416988416988, "iteration": 170819, "loss_box_reg": 0.007986027398146689, "loss_cls": 0.04462284140754491, "loss_rpn_cls": 0.0006031120908573939, "loss_rpn_loc": 0.002162665829018806, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428574671968818, "total_loss": 0.05512659763962802}
{"data_time": 0.003818588564172387, "eta_seconds": 37228.515292184195, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 170839, "loss_box_reg": 0.007690353420912288, "loss_cls": 0.04327315802220255, "loss_rpn_cls": 0.0006300365353126836, "loss_rpn_loc": 0.0021236683296592673, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431392714381218, "total_loss": 0.05446267152336759}
{"data_time": 0.0036246238742023706, "eta_seconds": 37225.34002223052, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3923141891891892, "fast_rcnn/fg_cls_accuracy": 0.6076858108108107, "iteration": 170859, "loss_box_reg": 0.007756464910926297, "loss_cls": 0.04330652829958126, "loss_rpn_cls": 0.0012584758852085542, "loss_rpn_loc": 0.0016322467854479328, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5414048281963915, "total_loss": 0.05530218769615658}
{"data_time": 0.00397381535731256, "eta_seconds": 37206.98378437362, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5200757575757575, "fast_rcnn/fg_cls_accuracy": 0.4799242424242424, "iteration": 170879, "loss_box_reg": 0.008063090266659856, "loss_cls": 0.04243468388449401, "loss_rpn_cls": 0.0009927924520525266, "loss_rpn_loc": 0.0019657384800666478, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5317156396340579, "total_loss": 0.05531713913387648}
{"data_time": 0.003868313506245613, "eta_seconds": 37210.06505924929, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.287593984962406, "fast_rcnn/fg_cls_accuracy": 0.7124060150375939, "iteration": 170899, "loss_box_reg": 0.007713832572335377, "loss_cls": 0.0422711675055325, "loss_rpn_cls": 0.0008497265603182313, "loss_rpn_loc": 0.0015442508029082092, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406735020224005, "total_loss": 0.053606624892154286}
{"data_time": 0.004192618420347571, "eta_seconds": 37207.34145372198, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.331981981981982, "fast_rcnn/fg_cls_accuracy": 0.668018018018018, "iteration": 170919, "loss_box_reg": 0.007497971368138678, "loss_cls": 0.042404322972288355, "loss_rpn_cls": 0.000739052773496951, "loss_rpn_loc": 0.0022953105144551955, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5403992685023695, "total_loss": 0.05458630184807589}
{"data_time": 0.004867160459980369, "eta_seconds": 37188.52553590853, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2482638888888889, "fast_rcnn/fg_cls_accuracy": 0.704578488372093, "iteration": 170939, "loss_box_reg": 0.0073848452302627265, "loss_cls": 0.04343521874397993, "loss_rpn_cls": 0.0006836728911139289, "loss_rpn_loc": 0.001848278483521426, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5387964923866093, "total_loss": 0.05476038946994777}
{"data_time": 0.0038829869590699673, "eta_seconds": 37181.745072360616, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5142857142857142, "fast_rcnn/fg_cls_accuracy": 0.4857142857142857, "iteration": 170959, "loss_box_reg": 0.009380259114550427, "loss_cls": 0.04630097857443616, "loss_rpn_cls": 0.0009615031229373017, "loss_rpn_loc": 0.0025117952063737903, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384978679940104, "total_loss": 0.05882383723394469}
{"data_time": 0.004181726835668087, "eta_seconds": 37160.732324877754, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43832153690596565, "fast_rcnn/fg_cls_accuracy": 0.5589244851258581, "iteration": 170979, "loss_box_reg": 0.007861204794608057, "loss_cls": 0.04377835453487933, "loss_rpn_cls": 0.0005512157408702478, "loss_rpn_loc": 0.0019638354424387217, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537979265442118, "total_loss": 0.05691833961827797}
{"data_time": 0.004176359390839934, "eta_seconds": 37156.216250897385, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2732732732732733, "fast_rcnn/fg_cls_accuracy": 0.7267267267267268, "iteration": 170999, "loss_box_reg": 0.00716132007073611, "loss_cls": 0.042673978343373165, "loss_rpn_cls": 0.0006206948623912467, "loss_rpn_loc": 0.0018018492846749723, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414010975509882, "total_loss": 0.05213242054003331}
{"data_time": 0.0041331888642162085, "eta_seconds": 37148.51421570266, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.14955357142857142, "fast_rcnn/fg_cls_accuracy": 0.849624060150376, "iteration": 171019, "loss_box_reg": 0.007284784020157531, "loss_cls": 0.04335972585249692, "loss_rpn_cls": 0.0007989305811193503, "loss_rpn_loc": 0.0017816908184613567, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5354276357684284, "total_loss": 0.05371295815530175}
{"data_time": 0.003728013951331377, "eta_seconds": 37134.67672755662, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3246606334841629, "fast_rcnn/fg_cls_accuracy": 0.6753393665158371, "iteration": 171039, "loss_box_reg": 0.007236547564389184, "loss_cls": 0.04356756212655455, "loss_rpn_cls": 0.0007213639761403101, "loss_rpn_loc": 0.0020511693655862473, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402987864799798, "total_loss": 0.05253625740829193}
{"data_time": 0.004570976365357637, "eta_seconds": 37130.69829197647, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38675213675213677, "fast_rcnn/fg_cls_accuracy": 0.6132478632478633, "iteration": 171059, "loss_box_reg": 0.0074908845708705485, "loss_cls": 0.04451275273459032, "loss_rpn_cls": 0.0007858787996042338, "loss_rpn_loc": 0.0018769352318486199, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5431979245040566, "total_loss": 0.0554566386457509}
{"data_time": 0.004300760803744197, "eta_seconds": 37116.20226236852, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5086206896551724, "fast_rcnn/fg_cls_accuracy": 0.47887931034482756, "iteration": 171079, "loss_box_reg": 0.007664685312192887, "loss_cls": 0.044292718288488686, "loss_rpn_cls": 0.0009441129147944594, "loss_rpn_loc": 0.001751848643834819, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374092150013894, "total_loss": 0.0549289242295572}
{"data_time": 0.003888192353770137, "eta_seconds": 37110.392633327516, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3940476190476191, "fast_rcnn/fg_cls_accuracy": 0.605952380952381, "iteration": 171099, "loss_box_reg": 0.006944472203031182, "loss_cls": 0.043172948353458196, "loss_rpn_cls": 0.0013923733233411895, "loss_rpn_loc": 0.0022312112469080603, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5412099245004356, "total_loss": 0.054695618941309476}
{"data_time": 0.0038470521103590727, "eta_seconds": 37116.7420193702, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3787677304964539, "fast_rcnn/fg_cls_accuracy": 0.6212322695035462, "iteration": 171119, "loss_box_reg": 0.007802865744451992, "loss_cls": 0.04132796952035278, "loss_rpn_cls": 0.0006667281691079552, "loss_rpn_loc": 0.0023375167402264196, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419377135112882, "total_loss": 0.05261806445332695}
{"data_time": 0.004177487920969725, "eta_seconds": 37105.96495689452, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41800356506238856, "fast_rcnn/fg_cls_accuracy": 0.5478787878787879, "iteration": 171139, "loss_box_reg": 0.007411805156152695, "loss_cls": 0.04419541091192514, "loss_rpn_cls": 0.0012057167039074557, "loss_rpn_loc": 0.0021696289841202088, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5347480636555701, "total_loss": 0.05449767588387999}
{"data_time": 0.004345831694081426, "eta_seconds": 37101.57674048608, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.4985155863433943, "fast_rcnn/fg_cls_accuracy": 0.5014844136566057, "iteration": 171159, "loss_box_reg": 0.007653488049982116, "loss_cls": 0.0408808090724051, "loss_rpn_cls": 0.0005368009492485726, "loss_rpn_loc": 0.0022871285564178834, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5414344328455627, "total_loss": 0.052919615471182624}
{"data_time": 0.004003224661573768, "eta_seconds": 37090.79782189382, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.20512820512820512, "fast_rcnn/fg_cls_accuracy": 0.7375565610859729, "iteration": 171179, "loss_box_reg": 0.007537669793237001, "loss_cls": 0.040357558435061947, "loss_rpn_cls": 0.0008221592443931058, "loss_rpn_loc": 0.0020738493203680264, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340460152365267, "total_loss": 0.051381017564608555}
{"data_time": 0.0046388504561036825, "eta_seconds": 37073.63376946747, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4641025641025641, "fast_rcnn/fg_cls_accuracy": 0.5358974358974359, "iteration": 171199, "loss_box_reg": 0.007742627727566287, "loss_cls": 0.04255906818434596, "loss_rpn_cls": 0.0008472378943906733, "loss_rpn_loc": 0.0025018004344019573, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5412193690426648, "total_loss": 0.054688026765518316}
{"data_time": 0.0038681579753756523, "eta_seconds": 37060.10482148384, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3854679802955665, "fast_rcnn/fg_cls_accuracy": 0.5952380952380953, "iteration": 171219, "loss_box_reg": 0.00691926822764799, "loss_cls": 0.04083750781137496, "loss_rpn_cls": 0.0006328118829515006, "loss_rpn_loc": 0.0021759958435723092, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418577699456364, "total_loss": 0.051131151851677714}
{"data_time": 0.003588653402402997, "eta_seconds": 37049.328559195856, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4925925925925926, "fast_rcnn/fg_cls_accuracy": 0.5074074074074074, "iteration": 171239, "loss_box_reg": 0.0077430583332898095, "loss_cls": 0.043889636057429016, "loss_rpn_cls": 0.0006115410528195753, "loss_rpn_loc": 0.0020017314091091976, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.542003454407677, "total_loss": 0.054445973608267195}
{"data_time": 0.004082536092028022, "eta_seconds": 37040.608684776584, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41787439613526567, "fast_rcnn/fg_cls_accuracy": 0.5821256038647343, "iteration": 171259, "loss_box_reg": 0.007184357440564781, "loss_cls": 0.044367969734594226, "loss_rpn_cls": 0.0009399986313383124, "loss_rpn_loc": 0.001467988873628201, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383688493166119, "total_loss": 0.05487425654251865}
{"data_time": 0.0040597312618047, "eta_seconds": 37040.94023041637, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.7272727272727273, "iteration": 171279, "loss_box_reg": 0.007881922399974428, "loss_cls": 0.04117490880889818, "loss_rpn_cls": 0.000688317991631493, "loss_rpn_loc": 0.001779529411578551, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.535751833813265, "total_loss": 0.05315006916657694}
{"data_time": 0.004262852715328336, "eta_seconds": 37039.37341906922, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.40808823529411764, "fast_rcnn/fg_cls_accuracy": 0.5919117647058824, "iteration": 171299, "loss_box_reg": 0.007842670776881278, "loss_cls": 0.046068502095295116, "loss_rpn_cls": 0.0008620870783033752, "loss_rpn_loc": 0.002014463436353253, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399347739294171, "total_loss": 0.057778341506491415}
{"data_time": 0.004145027371123433, "eta_seconds": 37021.583880797494, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3519036954087346, "fast_rcnn/fg_cls_accuracy": 0.6480963045912654, "iteration": 171319, "loss_box_reg": 0.008080047264229506, "loss_cls": 0.041544830542989075, "loss_rpn_cls": 0.001411888424740937, "loss_rpn_loc": 0.0018293404191354057, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5382172085810453, "total_loss": 0.053210208407719506}
{"data_time": 0.0036935259122401476, "eta_seconds": 37006.44616826973, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2797113752122241, "fast_rcnn/fg_cls_accuracy": 0.7007786429365962, "iteration": 171339, "loss_box_reg": 0.0071384582988685, "loss_cls": 0.04361687146592885, "loss_rpn_cls": 0.0007221165913620098, "loss_rpn_loc": 0.0019416370560065843, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5400026820134372, "total_loss": 0.05341004704587249}
{"data_time": 0.004074263619259, "eta_seconds": 37000.022410300095, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4519969278033794, "fast_rcnn/fg_cls_accuracy": 0.5465367965367965, "iteration": 171359, "loss_box_reg": 0.007756157370749861, "loss_cls": 0.04192312355735339, "loss_rpn_cls": 0.0011539735146470775, "loss_rpn_loc": 0.0017800105160858948, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5363524677231908, "total_loss": 0.053831173538128496}
{"data_time": 0.0035832736175507307, "eta_seconds": 36996.24231655942, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.1945945945945946, "fast_rcnn/fg_cls_accuracy": 0.8054054054054054, "iteration": 171379, "loss_box_reg": 0.007551485818112269, "loss_cls": 0.04431204649154097, "loss_rpn_cls": 0.0007997143742954904, "loss_rpn_loc": 0.0020373144252516795, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5426728564780205, "total_loss": 0.05531248107877218}
{"data_time": 0.0046616122126579285, "eta_seconds": 36992.938512441935, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38782051282051283, "fast_rcnn/fg_cls_accuracy": 0.6121794871794872, "iteration": 171399, "loss_box_reg": 0.008487191211315803, "loss_cls": 0.04358561523258686, "loss_rpn_cls": 0.0011258635636295367, "loss_rpn_loc": 0.002211564282333711, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417669590096921, "total_loss": 0.05575502194369619}
{"data_time": 0.00429316284134984, "eta_seconds": 36971.04729382647, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5520764667106131, "fast_rcnn/fg_cls_accuracy": 0.44792353328938694, "iteration": 171419, "loss_box_reg": 0.007571055291919038, "loss_cls": 0.044290251564234495, "loss_rpn_cls": 0.001310431666297518, "loss_rpn_loc": 0.0022664304851787165, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5371888170484453, "total_loss": 0.056529542312546255}
{"data_time": 0.004693551687523723, "eta_seconds": 36956.899469305295, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.445993031358885, "fast_rcnn/fg_cls_accuracy": 0.554006968641115, "iteration": 171439, "loss_box_reg": 0.007908225699793547, "loss_cls": 0.042918427498079836, "loss_rpn_cls": 0.0004729797281015635, "loss_rpn_loc": 0.002394393633949221, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5371873178519309, "total_loss": 0.053850495589358616}
{"data_time": 0.004125870065763593, "eta_seconds": 36953.111214049626, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22098214285714285, "fast_rcnn/fg_cls_accuracy": 0.7790178571428572, "iteration": 171459, "loss_box_reg": 0.007577512820716947, "loss_cls": 0.04271207575220615, "loss_rpn_cls": 0.0008951115972877233, "loss_rpn_loc": 0.0021501760493265465, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5380889407824725, "total_loss": 0.05459460008960093}
{"data_time": 0.003767730202525854, "eta_seconds": 36927.35818499769, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.26973684210526316, "fast_rcnn/fg_cls_accuracy": 0.7094298245614035, "iteration": 171479, "loss_box_reg": 0.008563123556086794, "loss_cls": 0.041617864393629134, "loss_rpn_cls": 0.0005610247696949955, "loss_rpn_loc": 0.0019945467574871145, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5363814258016646, "total_loss": 0.053632971334877766}
{"data_time": 0.004040037747472525, "eta_seconds": 36911.28635771782, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3307543520309478, "fast_rcnn/fg_cls_accuracy": 0.6217532467532467, "iteration": 171499, "loss_box_reg": 0.0073506363842170686, "loss_cls": 0.04258551471866667, "loss_rpn_cls": 0.0006118291455550207, "loss_rpn_loc": 0.0017886682217067573, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5343658232595772, "total_loss": 0.053663095576780506}
{"data_time": 0.003918994450941682, "eta_seconds": 36903.58799264417, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.47166521360069746, "fast_rcnn/fg_cls_accuracy": 0.5283347863993025, "iteration": 171519, "loss_box_reg": 0.008076112135313451, "loss_cls": 0.0435124272480607, "loss_rpn_cls": 0.0006653956569948605, "loss_rpn_loc": 0.0018174514880229253, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5259373597800732, "total_loss": 0.05425839328017901}
{"data_time": 0.003980467561632395, "eta_seconds": 36902.9957930618, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.45, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 171539, "loss_box_reg": 0.007349851832259446, "loss_cls": 0.04452440165914595, "loss_rpn_cls": 0.0010303037929588754, "loss_rpn_loc": 0.002022087646764703, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411076045129448, "total_loss": 0.053826090946472505}
{"data_time": 0.00459616887383163, "eta_seconds": 36892.2150578131, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38497800125707105, "fast_rcnn/fg_cls_accuracy": 0.5926170072511536, "iteration": 171559, "loss_box_reg": 0.007608430954860523, "loss_cls": 0.04379161121323705, "loss_rpn_cls": 0.0005580400508051753, "loss_rpn_loc": 0.002003338489885209, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387677755206823, "total_loss": 0.05620144715226161}
{"data_time": 0.0038942117244005203, "eta_seconds": 36886.70698533417, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5182863113897597, "fast_rcnn/fg_cls_accuracy": 0.4235332893869479, "iteration": 171579, "loss_box_reg": 0.007506155379815027, "loss_cls": 0.04254216363187879, "loss_rpn_cls": 0.0007919369497813022, "loss_rpn_loc": 0.002073800126709102, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5451336789410561, "total_loss": 0.0548975736881232}
{"data_time": 0.004087950102984905, "eta_seconds": 36874.011839212384, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.26339285714285715, "fast_rcnn/fg_cls_accuracy": 0.7230603448275862, "iteration": 171599, "loss_box_reg": 0.007912983099231496, "loss_cls": 0.04505039192736149, "loss_rpn_cls": 0.0005396491463329767, "loss_rpn_loc": 0.0018512769511289662, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.538296667393297, "total_loss": 0.05711872618030611}
{"data_time": 0.004159301053732634, "eta_seconds": 36857.67864111555, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4557109557109557, "fast_rcnn/fg_cls_accuracy": 0.5150309460654288, "iteration": 171619, "loss_box_reg": 0.007206873211544007, "loss_cls": 0.04306492366595194, "loss_rpn_cls": 0.001237140129319414, "loss_rpn_loc": 0.0023166939354268834, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53704021172598, "total_loss": 0.05442597167530039}
{"data_time": 0.004401852143928409, "eta_seconds": 36854.36015586485, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.30243161094224924, "fast_rcnn/fg_cls_accuracy": 0.6604255319148936, "iteration": 171639, "loss_box_reg": 0.007468283991329372, "loss_cls": 0.041798475198447704, "loss_rpn_cls": 0.0014634684339398518, "loss_rpn_loc": 0.0019040405659325188, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5414641278330237, "total_loss": 0.05238419044758302}
{"data_time": 0.0038529764860868454, "eta_seconds": 36843.57787937508, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.27930763178599527, "fast_rcnn/fg_cls_accuracy": 0.6557112068965517, "iteration": 171659, "loss_box_reg": 0.007899937918409705, "loss_cls": 0.042339724488556385, "loss_rpn_cls": 0.0007331895786819587, "loss_rpn_loc": 0.002143471680028597, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5463594475295395, "total_loss": 0.05346361165729263}
{"data_time": 0.004142522579059005, "eta_seconds": 36832.234921017196, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2573260073260073, "fast_rcnn/fg_cls_accuracy": 0.6952380952380952, "iteration": 171679, "loss_box_reg": 0.007792861812049523, "loss_cls": 0.043252178584225476, "loss_rpn_cls": 0.0007086299643503935, "loss_rpn_loc": 0.0016371083620470017, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5334912010002881, "total_loss": 0.05509409826549927}
{"data_time": 0.004283407470211387, "eta_seconds": 36838.482914073626, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42121588089330025, "fast_rcnn/fg_cls_accuracy": 0.5403225806451613, "iteration": 171699, "loss_box_reg": 0.008501298216287978, "loss_cls": 0.04414525302127004, "loss_rpn_cls": 0.0009590097530463026, "loss_rpn_loc": 0.0022359205649991054, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5456656634341925, "total_loss": 0.055955820959525226}
{"data_time": 0.004248267970979214, "eta_seconds": 36816.452145850984, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4913793103448276, "fast_rcnn/fg_cls_accuracy": 0.4807692307692308, "iteration": 171719, "loss_box_reg": 0.00696499107289128, "loss_cls": 0.04387634596787393, "loss_rpn_cls": 0.0007047094193808334, "loss_rpn_loc": 0.0018739767438091803, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5379169236402959, "total_loss": 0.05435589162161136}
{"data_time": 0.00400950200855732, "eta_seconds": 36821.32305080304, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.47099567099567097, "fast_rcnn/fg_cls_accuracy": 0.5290043290043289, "iteration": 171739, "loss_box_reg": 0.0075180835265200585, "loss_cls": 0.04182928637601435, "loss_rpn_cls": 0.0009600539172822664, "loss_rpn_loc": 0.0027332016288710292, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5485967064741999, "total_loss": 0.05473729235364999}
{"data_time": 0.004370016045868397, "eta_seconds": 36810.53465829464, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36363636363636365, "fast_rcnn/fg_cls_accuracy": 0.6306306306306306, "iteration": 171759, "loss_box_reg": 0.007589602828375064, "loss_cls": 0.04560329590458423, "loss_rpn_cls": 0.001066138188093646, "loss_rpn_loc": 0.0020678606033470714, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5361907749902457, "total_loss": 0.05769193842417053}
{"data_time": 0.00444193952716887, "eta_seconds": 36803.99585491745, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25735294117647056, "fast_rcnn/fg_cls_accuracy": 0.7426470588235294, "iteration": 171779, "loss_box_reg": 0.007695542575675063, "loss_cls": 0.041553940274752676, "loss_rpn_cls": 0.001192918009337518, "loss_rpn_loc": 0.002081561206068727, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5407624712679535, "total_loss": 0.05139394569482647}
{"data_time": 0.0040818629786372185, "eta_seconds": 36793.20621657884, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.458980044345898, "fast_rcnn/fg_cls_accuracy": 0.4919768934531451, "iteration": 171799, "loss_box_reg": 0.007727253949269652, "loss_cls": 0.04410945903509855, "loss_rpn_cls": 0.0010060976007366662, "loss_rpn_loc": 0.0019618712140072603, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536172904074192, "total_loss": 0.05654426961200443}
{"data_time": 0.004244589479640126, "eta_seconds": 36782.41657824023, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 171819, "loss_box_reg": 0.007215150704723783, "loss_cls": 0.043171148863621056, "loss_rpn_cls": 0.0007988614453324772, "loss_rpn_loc": 0.0019423996382101905, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412220826838166, "total_loss": 0.05530417631206319}
{"data_time": 0.004347176756709814, "eta_seconds": 36767.38108826103, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4142228739002933, "fast_rcnn/fg_cls_accuracy": 0.5857771260997068, "iteration": 171839, "loss_box_reg": 0.00702193881443236, "loss_cls": 0.04313793673645705, "loss_rpn_cls": 0.0008497032367813517, "loss_rpn_loc": 0.0016993086373986444, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5393017607275397, "total_loss": 0.053682009511362594}
{"data_time": 0.004537724424153566, "eta_seconds": 36754.28322975128, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34759136212624586, "fast_rcnn/fg_cls_accuracy": 0.6524086378737541, "iteration": 171859, "loss_box_reg": 0.0075969752797391266, "loss_cls": 0.040645268571097404, "loss_rpn_cls": 0.0009552305407396489, "loss_rpn_loc": 0.0017634560081205564, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5424305205233395, "total_loss": 0.053654569029049526}
{"data_time": 0.004640337312594056, "eta_seconds": 36754.48342882586, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.42853246044735405, "fast_rcnn/fg_cls_accuracy": 0.571467539552646, "iteration": 171879, "loss_box_reg": 0.00818029951187782, "loss_cls": 0.044572629733011127, "loss_rpn_cls": 0.0009069766413176694, "loss_rpn_loc": 0.0016970707965811016, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.545021201018244, "total_loss": 0.0538445433180641}
{"data_time": 0.0036931224167346954, "eta_seconds": 36743.69248816767, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4428904428904429, "fast_rcnn/fg_cls_accuracy": 0.5571095571095571, "iteration": 171899, "loss_box_reg": 0.008305008726892993, "loss_cls": 0.04482334922067821, "loss_rpn_cls": 0.0009116943242446496, "loss_rpn_loc": 0.002712305027671391, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5437281290069222, "total_loss": 0.058568832475373256}
{"data_time": 0.004468969302251935, "eta_seconds": 36730.14904104546, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.39473684210526316, "fast_rcnn/fg_cls_accuracy": 0.5942982456140351, "iteration": 171919, "loss_box_reg": 0.00735832893406041, "loss_cls": 0.04331135773099959, "loss_rpn_cls": 0.000840040077946469, "loss_rpn_loc": 0.0024831145128700882, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5363750944379717, "total_loss": 0.054451542863716895}
{"data_time": 0.0037099351175129414, "eta_seconds": 36723.09972532536, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41349206349206347, "fast_rcnn/fg_cls_accuracy": 0.5805555555555555, "iteration": 171939, "loss_box_reg": 0.007431458696373738, "loss_cls": 0.04084952257107943, "loss_rpn_cls": 0.001153468621510001, "loss_rpn_loc": 0.0022338349099300103, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410069988574833, "total_loss": 0.0517676028898677}
{"data_time": 0.003933615982532501, "eta_seconds": 36708.56877692416, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.393879173290938, "fast_rcnn/fg_cls_accuracy": 0.6061208267090621, "iteration": 171959, "loss_box_reg": 0.007012864560238086, "loss_cls": 0.04150174613459967, "loss_rpn_cls": 0.0007219669221285585, "loss_rpn_loc": 0.002150582657122868, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5336139446590096, "total_loss": 0.05359180787246487}
{"data_time": 0.004263259936124086, "eta_seconds": 36700.52872553491, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4053030303030303, "fast_rcnn/fg_cls_accuracy": 0.5946969696969697, "iteration": 171979, "loss_box_reg": 0.006576639862032607, "loss_cls": 0.041283432161435485, "loss_rpn_cls": 0.0005592578615392085, "loss_rpn_loc": 0.001678330610957346, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5410333587788045, "total_loss": 0.05010708984076473}
{"data_time": 0.0038284247275441885, "eta_seconds": 36676.67642699112, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3595238095238095, "fast_rcnn/fg_cls_accuracy": 0.6142857142857143, "iteration": 171999, "loss_box_reg": 0.006982129794778302, "loss_cls": 0.0435541303595528, "loss_rpn_cls": 0.0009959197079751902, "loss_rpn_loc": 0.0019333059590280754, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5318826285656542, "total_loss": 0.05616366520939664}
{"data_time": 0.004187491489574313, "eta_seconds": 36679.93480006675, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.35519713261648744, "fast_rcnn/fg_cls_accuracy": 0.6448028673835126, "iteration": 172019, "loss_box_reg": 0.006813157961005345, "loss_cls": 0.04335137736052275, "loss_rpn_cls": 0.0007216725557555037, "loss_rpn_loc": 0.0015601203631376848, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5414554309099913, "total_loss": 0.05426182417249947}
{"data_time": 0.004382370505481958, "eta_seconds": 36666.1021207429, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4194382852919438, "fast_rcnn/fg_cls_accuracy": 0.5378787878787878, "iteration": 172039, "loss_box_reg": 0.007149215700337663, "loss_cls": 0.04588782216887921, "loss_rpn_cls": 0.001151626772752934, "loss_rpn_loc": 0.0019062217434111517, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339358078781515, "total_loss": 0.057639512563469}
{"data_time": 0.003958155866712332, "eta_seconds": 36633.12744747824, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4226475279106858, "fast_rcnn/fg_cls_accuracy": 0.5773524720893142, "iteration": 172059, "loss_box_reg": 0.007956917281262577, "loss_cls": 0.04267150640953332, "loss_rpn_cls": 0.0005999492138926144, "loss_rpn_loc": 0.0017707692404655972, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357920373789966, "total_loss": 0.05305179085570444}
{"data_time": 0.003894370747730136, "eta_seconds": 36617.15007308987, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2962962962962963, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 172079, "loss_box_reg": 0.008397523575695232, "loss_cls": 0.038574713573325425, "loss_rpn_cls": 0.0004584746176305998, "loss_rpn_loc": 0.002367303164646728, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5336192240938544, "total_loss": 0.05138122606103934}
{"data_time": 0.004570062970742583, "eta_seconds": 36604.26569527015, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24509803921568626, "fast_rcnn/fg_cls_accuracy": 0.7254901960784315, "iteration": 172099, "loss_box_reg": 0.0073282500088680536, "loss_cls": 0.04102272167801857, "loss_rpn_cls": 0.0007779722405985012, "loss_rpn_loc": 0.0016608980986347888, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5365361496806145, "total_loss": 0.05175677474960594}
{"data_time": 0.00389822106808424, "eta_seconds": 36590.78440819611, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1108058608058608, "fast_rcnn/fg_cls_accuracy": 0.8623511904761905, "iteration": 172119, "loss_box_reg": 0.007067335129249841, "loss_cls": 0.03979909612098709, "loss_rpn_cls": 0.0008514221389646082, "loss_rpn_loc": 0.001916782899570535, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5399286553729326, "total_loss": 0.051665148237589165}
{"data_time": 0.004178437404334545, "eta_seconds": 36580.00354627357, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2860411899313501, "fast_rcnn/fg_cls_accuracy": 0.7139588100686498, "iteration": 172139, "loss_box_reg": 0.00757954063010402, "loss_cls": 0.042079369304701686, "loss_rpn_cls": 0.0005634993422063417, "loss_rpn_loc": 0.0024211648596974555, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5350710251368582, "total_loss": 0.051600514129290787}
{"data_time": 0.0034712355118244886, "eta_seconds": 36569.22268435103, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.35296934865900387, "fast_rcnn/fg_cls_accuracy": 0.6470306513409961, "iteration": 172159, "loss_box_reg": 0.00714436947600916, "loss_cls": 0.04069067817181349, "loss_rpn_cls": 0.0006109406078849133, "loss_rpn_loc": 0.0019888630376954097, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5430761706084013, "total_loss": 0.05118137360170749}
{"data_time": 0.004374462878331542, "eta_seconds": 36561.139065977186, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4111111111111111, "fast_rcnn/fg_cls_accuracy": 0.5888888888888888, "iteration": 172179, "loss_box_reg": 0.007350483938353136, "loss_cls": 0.0460690523032099, "loss_rpn_cls": 0.0009348479876507554, "loss_rpn_loc": 0.0017990497344726464, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5361392151098698, "total_loss": 0.057173068000452076}
{"data_time": 0.0041293425019830465, "eta_seconds": 36547.66096050595, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3616557734204793, "fast_rcnn/fg_cls_accuracy": 0.6236383442265796, "iteration": 172199, "loss_box_reg": 0.007454049657098949, "loss_cls": 0.043922915356233716, "loss_rpn_cls": 0.000559082939844302, "loss_rpn_loc": 0.0020753884109581122, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384384389035404, "total_loss": 0.05516771402631093}
{"data_time": 0.004074836149811745, "eta_seconds": 36532.227666849736, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2653958944281525, "fast_rcnn/fg_cls_accuracy": 0.7207792207792207, "iteration": 172219, "loss_box_reg": 0.007696898130234331, "loss_cls": 0.04434324736939743, "loss_rpn_cls": 0.0006576834292957301, "loss_rpn_loc": 0.0015977150469552726, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5395011408254504, "total_loss": 0.05562886847150139}
{"data_time": 0.0036024723667651415, "eta_seconds": 36510.95905790641, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42410714285714285, "fast_rcnn/fg_cls_accuracy": 0.5758928571428572, "iteration": 172239, "loss_box_reg": 0.00731538949185051, "loss_cls": 0.04168048867722973, "loss_rpn_cls": 0.0006337620061458438, "loss_rpn_loc": 0.0018922829767689109, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5324315004982054, "total_loss": 0.054978975216613435}
{"data_time": 0.0036446501035243273, "eta_seconds": 36489.998614966404, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.15490196078431373, "fast_rcnn/fg_cls_accuracy": 0.8423202614379085, "iteration": 172259, "loss_box_reg": 0.007823350111721084, "loss_cls": 0.040599029627628624, "loss_rpn_cls": 0.0004696639731491814, "loss_rpn_loc": 0.002014149320530123, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.533686479087919, "total_loss": 0.05059129188316547}
{"data_time": 0.003958708373829722, "eta_seconds": 36476.87853213749, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.35149572649572647, "fast_rcnn/fg_cls_accuracy": 0.6485042735042735, "iteration": 172279, "loss_box_reg": 0.007935613510198891, "loss_cls": 0.04305980133358389, "loss_rpn_cls": 0.0006324664399244284, "loss_rpn_loc": 0.0017064800067601027, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368196379859, "total_loss": 0.05269388968929434}
{"data_time": 0.00456419144757092, "eta_seconds": 36463.91866205726, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5416666666666667, "fast_rcnn/fg_cls_accuracy": 0.4583333333333333, "iteration": 172299, "loss_box_reg": 0.007374820590484887, "loss_cls": 0.04421049391385168, "loss_rpn_cls": 0.0008809530788198572, "loss_rpn_loc": 0.0024111471793730743, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5358894490636885, "total_loss": 0.05665001240026868}
{"data_time": 0.003940040012821555, "eta_seconds": 36444.7454083357, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34248120300751883, "fast_rcnn/fg_cls_accuracy": 0.6546583850931678, "iteration": 172319, "loss_box_reg": 0.007317599141970277, "loss_cls": 0.04273898637620732, "loss_rpn_cls": 0.0010163039706583277, "loss_rpn_loc": 0.0019991985900560394, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5315956000704318, "total_loss": 0.052742378861694306}
{"data_time": 0.003992531215772033, "eta_seconds": 36428.995625296375, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4193965517241379, "fast_rcnn/fg_cls_accuracy": 0.580603448275862, "iteration": 172339, "loss_box_reg": 0.007709720870479941, "loss_cls": 0.04385659031686373, "loss_rpn_cls": 0.0009232613781477994, "loss_rpn_loc": 0.002271534387546126, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53942915587686, "total_loss": 0.05581447488611957}
{"data_time": 0.004307457944378257, "eta_seconds": 36423.20627894439, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.555984555984556, "iteration": 172359, "loss_box_reg": 0.007059069583192468, "loss_cls": 0.042688448331318796, "loss_rpn_cls": 0.0005890041948077851, "loss_rpn_loc": 0.002175857101974543, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406234990805387, "total_loss": 0.05454812537834641}
{"data_time": 0.004155005794018507, "eta_seconds": 36407.45944012306, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41901776384535006, "fast_rcnn/fg_cls_accuracy": 0.58098223615465, "iteration": 172379, "loss_box_reg": 0.0071655029023531824, "loss_cls": 0.043690965336281806, "loss_rpn_cls": 0.0010506729541930326, "loss_rpn_loc": 0.0019111577894364018, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5375739869195968, "total_loss": 0.053594227804410366}
{"data_time": 0.004099023528397083, "eta_seconds": 36392.28139931639, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4249471458773784, "fast_rcnn/fg_cls_accuracy": 0.5294840294840295, "iteration": 172399, "loss_box_reg": 0.007760530657833442, "loss_cls": 0.042813943000510335, "loss_rpn_cls": 0.0006877876448925235, "loss_rpn_loc": 0.0018229856941616163, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.536220412934199, "total_loss": 0.05412199498368864}
{"data_time": 0.0050892389845103025, "eta_seconds": 36378.616520969896, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 172419, "loss_box_reg": 0.007771168748149648, "loss_cls": 0.0434009701712057, "loss_rpn_cls": 0.0009624024116874352, "loss_rpn_loc": 0.001592116970641655, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5359286800958216, "total_loss": 0.05414604460293049}
{"data_time": 0.004060664912685752, "eta_seconds": 36380.12802016176, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.45207033465683494, "fast_rcnn/fg_cls_accuracy": 0.5479296653431651, "iteration": 172439, "loss_box_reg": 0.007719043642282486, "loss_cls": 0.04357181175146252, "loss_rpn_cls": 0.0009251703248764898, "loss_rpn_loc": 0.00179436188955151, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5462312104646116, "total_loss": 0.05628354559360105}
{"data_time": 0.00438747089356184, "eta_seconds": 36362.505987495184, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4083710407239819, "fast_rcnn/fg_cls_accuracy": 0.5329985652797704, "iteration": 172459, "loss_box_reg": 0.007318289048271254, "loss_cls": 0.04117570142261684, "loss_rpn_cls": 0.0007636070074568124, "loss_rpn_loc": 0.001903060574477422, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5363351460546255, "total_loss": 0.05220799895073469}
{"data_time": 0.004294979851692915, "eta_seconds": 36353.61897718976, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.33431793770139634, "fast_rcnn/fg_cls_accuracy": 0.6656820622986037, "iteration": 172479, "loss_box_reg": 0.007752322446322069, "loss_cls": 0.042662015970563516, "loss_rpn_cls": 0.0008852743635543447, "loss_rpn_loc": 0.0024715650579310022, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387078479398042, "total_loss": 0.0544045361065173}
{"data_time": 0.004179332638159394, "eta_seconds": 36347.819326074794, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4351087771942986, "fast_rcnn/fg_cls_accuracy": 0.5648912228057015, "iteration": 172499, "loss_box_reg": 0.006819315982284024, "loss_cls": 0.04416228423360735, "loss_rpn_cls": 0.0007365026775403294, "loss_rpn_loc": 0.00221512581447314, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375828079413623, "total_loss": 0.05569313926739028}
{"data_time": 0.0040324111469089985, "eta_seconds": 36337.04976137914, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5048872180451128, "fast_rcnn/fg_cls_accuracy": 0.49511278195488717, "iteration": 172519, "loss_box_reg": 0.007800412742653862, "loss_cls": 0.04139335546642542, "loss_rpn_cls": 0.001106265297948994, "loss_rpn_loc": 0.0023233248248288874, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5347915128804743, "total_loss": 0.05292661404223509}
{"data_time": 0.0046907232608646154, "eta_seconds": 36330.73856241396, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3032042085126734, "fast_rcnn/fg_cls_accuracy": 0.6967957914873266, "iteration": 172539, "loss_box_reg": 0.007131873426260427, "loss_cls": 0.03950287483166903, "loss_rpn_cls": 0.0011526248658242366, "loss_rpn_loc": 0.002265709514176706, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5408543571829796, "total_loss": 0.051092540467209346}
{"data_time": 0.0039039573166519403, "eta_seconds": 36321.199523858726, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4472222222222222, "fast_rcnn/fg_cls_accuracy": 0.5527777777777778, "iteration": 172559, "loss_box_reg": 0.007229992421343923, "loss_cls": 0.04291882424149662, "loss_rpn_cls": 0.0007851189865277775, "loss_rpn_loc": 0.0020876957478321856, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5415159575641155, "total_loss": 0.052273401033517075}
{"data_time": 0.003991373581811786, "eta_seconds": 36304.74106729217, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4028520499108734, "fast_rcnn/fg_cls_accuracy": 0.5971479500891266, "iteration": 172579, "loss_box_reg": 0.007390893442789093, "loss_cls": 0.041710085060913116, "loss_rpn_cls": 0.0009460999419843574, "loss_rpn_loc": 0.0014994985976954922, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5391006616409868, "total_loss": 0.050537737894046586}
{"data_time": 0.0038030575960874557, "eta_seconds": 36281.72314896039, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33202202989771834, "fast_rcnn/fg_cls_accuracy": 0.6497811131957474, "iteration": 172599, "loss_box_reg": 0.007258223922690377, "loss_cls": 0.044725598039804026, "loss_rpn_cls": 0.0007463615919505173, "loss_rpn_loc": 0.001830408931709826, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5313454631250352, "total_loss": 0.055386628370342805}
{"data_time": 0.0044708228670060635, "eta_seconds": 36273.84673255333, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5515873015873016, "fast_rcnn/fg_cls_accuracy": 0.4484126984126984, "iteration": 172619, "loss_box_reg": 0.008221808850066736, "loss_cls": 0.043954154243692756, "loss_rpn_cls": 0.0004987396122260179, "loss_rpn_loc": 0.0015219998331303941, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380281747784466, "total_loss": 0.05536798814853228}
{"data_time": 0.0040610788855701685, "eta_seconds": 36255.3296222745, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6540178571428572, "iteration": 172639, "loss_box_reg": 0.007335003552725539, "loss_cls": 0.04271448543295264, "loss_rpn_cls": 0.0010494563455836214, "loss_rpn_loc": 0.0024747170828050002, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5445972888264805, "total_loss": 0.05377967049207655}
{"data_time": 0.004285405855625868, "eta_seconds": 36244.56513551739, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4471210340775558, "fast_rcnn/fg_cls_accuracy": 0.5217391304347826, "iteration": 172659, "loss_box_reg": 0.007904520694864914, "loss_cls": 0.0465903157601133, "loss_rpn_cls": 0.0010158521311041113, "loss_rpn_loc": 0.002016612681472907, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408266123849899, "total_loss": 0.05806837792522401}
{"data_time": 0.004095351789146662, "eta_seconds": 36244.063096255064, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3866995073891626, "fast_rcnn/fg_cls_accuracy": 0.5523809523809524, "iteration": 172679, "loss_box_reg": 0.007518047408666462, "loss_cls": 0.043685218202881515, "loss_rpn_cls": 0.0014162255251903844, "loss_rpn_loc": 0.0019918841499020346, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5385763121303171, "total_loss": 0.05630795951685741}
{"data_time": 0.0038097549695521593, "eta_seconds": 36230.779581003124, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3579749103942652, "fast_rcnn/fg_cls_accuracy": 0.6281362007168458, "iteration": 172699, "loss_box_reg": 0.007431882550008595, "loss_cls": 0.04507096053566784, "loss_rpn_cls": 0.0007185718469457925, "loss_rpn_loc": 0.0021957115495752078, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5408438071608543, "total_loss": 0.05694410158150731}
{"data_time": 0.0038303995970636606, "eta_seconds": 36220.01279311557, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41883116883116883, "fast_rcnn/fg_cls_accuracy": 0.5811688311688312, "iteration": 172719, "loss_box_reg": 0.007185510025010444, "loss_cls": 0.04196880850940943, "loss_rpn_cls": 0.0008719472472193956, "loss_rpn_loc": 0.0017313060980086448, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5425595114938915, "total_loss": 0.051995641106742596}
{"data_time": 0.00410237000323832, "eta_seconds": 36201.50718848896, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.35323801513877207, "fast_rcnn/fg_cls_accuracy": 0.5928571428571429, "iteration": 172739, "loss_box_reg": 0.006563729199115187, "loss_cls": 0.04117984895128757, "loss_rpn_cls": 0.0009054016563823097, "loss_rpn_loc": 0.0022050264833524125, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437731558922678, "total_loss": 0.052240959711980395}
{"data_time": 0.004065867513418198, "eta_seconds": 36183.96521133883, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3735483870967742, "fast_rcnn/fg_cls_accuracy": 0.6264516129032258, "iteration": 172759, "loss_box_reg": 0.00734230708621908, "loss_cls": 0.044377769343554974, "loss_rpn_cls": 0.0015516216371906921, "loss_rpn_loc": 0.0022740796812286135, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5315115454141051, "total_loss": 0.05515738669166126}
{"data_time": 0.003733746474608779, "eta_seconds": 36169.55733117764, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.44169207317073167, "fast_rcnn/fg_cls_accuracy": 0.5583079268292683, "iteration": 172779, "loss_box_reg": 0.007508230570238084, "loss_cls": 0.04237151675624773, "loss_rpn_cls": 0.0006210135895798885, "loss_rpn_loc": 0.0017951400877791457, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410982959438115, "total_loss": 0.052235704146710304}
{"data_time": 0.004271437181159854, "eta_seconds": 36158.79594490514, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2931818181818182, "fast_rcnn/fg_cls_accuracy": 0.7068181818181818, "iteration": 172799, "loss_box_reg": 0.006893963000038639, "loss_cls": 0.04187821040977724, "loss_rpn_cls": 0.0007459141601202646, "loss_rpn_loc": 0.001860984426457435, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5414441116154194, "total_loss": 0.05295373693741112}
{"data_time": 0.0035485883709043264, "eta_seconds": 36125.60682046483, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3468149646107179, "fast_rcnn/fg_cls_accuracy": 0.6225296442687747, "iteration": 172819, "loss_box_reg": 0.008224774355767295, "loss_cls": 0.0430939985672012, "loss_rpn_cls": 0.0006755237477591436, "loss_rpn_loc": 0.0016955816463450901, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5297926517669111, "total_loss": 0.05648225607092172}
{"data_time": 0.004149200860410929, "eta_seconds": 36112.85138599668, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.45472972972972975, "fast_rcnn/fg_cls_accuracy": 0.5452702702702703, "iteration": 172839, "loss_box_reg": 0.007637326227268204, "loss_cls": 0.041357965441420674, "loss_rpn_cls": 0.0006116690515227674, "loss_rpn_loc": 0.0021171456028241664, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354307515081018, "total_loss": 0.054061511398458606}
{"data_time": 0.004663486965000629, "eta_seconds": 36100.76546300878, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.23863636363636365, "fast_rcnn/fg_cls_accuracy": 0.7613636363636364, "iteration": 172859, "loss_box_reg": 0.007147925323806703, "loss_cls": 0.04293418361339718, "loss_rpn_cls": 0.0011331355135553167, "loss_rpn_loc": 0.002036079404206248, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376538024283946, "total_loss": 0.05460118201358455}
{"data_time": 0.0040511866100132465, "eta_seconds": 36088.55229468574, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4303904923599321, "fast_rcnn/fg_cls_accuracy": 0.5696095076400679, "iteration": 172879, "loss_box_reg": 0.00742218890809454, "loss_cls": 0.04278613568749279, "loss_rpn_cls": 0.000727984800221293, "loss_rpn_loc": 0.0018285149853909388, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5389839932322502, "total_loss": 0.053051716859101816}
{"data_time": 0.004039269406348467, "eta_seconds": 36062.226743879495, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.30249480249480254, "fast_rcnn/fg_cls_accuracy": 0.6975051975051976, "iteration": 172899, "loss_box_reg": 0.007037270959699526, "loss_cls": 0.04273117275442928, "loss_rpn_cls": 0.001007823235113392, "loss_rpn_loc": 0.002384035991781275, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409617649856955, "total_loss": 0.0543022603086456}
{"data_time": 0.0037980694323778152, "eta_seconds": 36050.46621106821, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.29520697167755994, "fast_rcnn/fg_cls_accuracy": 0.7047930283224402, "iteration": 172919, "loss_box_reg": 0.007693675375776365, "loss_cls": 0.0416580896708183, "loss_rpn_cls": 0.0006125537698835615, "loss_rpn_loc": 0.0024556368225603364, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333599671721458, "total_loss": 0.05363694115692397}
{"data_time": 0.004374604905024171, "eta_seconds": 36035.635660761734, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.23214285714285715, "fast_rcnn/fg_cls_accuracy": 0.7678571428571428, "iteration": 172939, "loss_box_reg": 0.007781236985465512, "loss_cls": 0.045028795837424695, "loss_rpn_cls": 0.001004538376889741, "loss_rpn_loc": 0.0018549034939496778, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5465157849248499, "total_loss": 0.056292584736979734}
{"data_time": 0.004040360217913985, "eta_seconds": 36028.969533194555, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.18417874396135264, "fast_rcnn/fg_cls_accuracy": 0.7851307189542484, "iteration": 172959, "loss_box_reg": 0.007109195023076609, "loss_cls": 0.0433310205116868, "loss_rpn_cls": 0.0011797913693385453, "loss_rpn_loc": 0.001610577313840622, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398899784777313, "total_loss": 0.05442189696805144}
{"data_time": 0.0037873394321650267, "eta_seconds": 36026.94169924478, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4114114114114114, "fast_rcnn/fg_cls_accuracy": 0.5885885885885886, "iteration": 172979, "loss_box_reg": 0.007963076088344678, "loss_cls": 0.04245247377548367, "loss_rpn_cls": 0.001363393464771434, "loss_rpn_loc": 0.0021074847354611848, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5411257764790207, "total_loss": 0.053305103836805756}
{"data_time": 0.004198316717520356, "eta_seconds": 36028.814435301116, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.47159090909090906, "fast_rcnn/fg_cls_accuracy": 0.5143325143325144, "iteration": 172999, "loss_box_reg": 0.00782120626536198, "loss_cls": 0.045360317220911384, "loss_rpn_cls": 0.0008971956610253073, "loss_rpn_loc": 0.0020981668785680085, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543222485575825, "total_loss": 0.05663286452443117}
{"data_time": 0.004226448480039835, "eta_seconds": 36014.735727465944, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33106060606060606, "fast_rcnn/fg_cls_accuracy": 0.668939393939394, "iteration": 173019, "loss_box_reg": 0.0072236401902046055, "loss_cls": 0.0413285760441795, "loss_rpn_cls": 0.0009086702955301007, "loss_rpn_loc": 0.00244609664514428, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5435583845246583, "total_loss": 0.053458672871798285}
{"data_time": 0.0040299431420862675, "eta_seconds": 36005.3102493668, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4246212121212121, "fast_rcnn/fg_cls_accuracy": 0.5753787878787879, "iteration": 173039, "loss_box_reg": 0.007082036492647603, "loss_cls": 0.04326879855943844, "loss_rpn_cls": 0.00041887625269509954, "loss_rpn_loc": 0.0015820450880710268, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5358736999332905, "total_loss": 0.05491992645602295}
{"data_time": 0.004059711005538702, "eta_seconds": 35993.228293580236, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.29605263157894735, "fast_rcnn/fg_cls_accuracy": 0.7039473684210527, "iteration": 173059, "loss_box_reg": 0.007614824804477394, "loss_cls": 0.04321793850976974, "loss_rpn_cls": 0.0006518514531990149, "loss_rpn_loc": 0.0019391869764149305, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345171585213393, "total_loss": 0.054433882155194624}
{"data_time": 0.003910623490810394, "eta_seconds": 35995.11805198691, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2976190476190476, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 173079, "loss_box_reg": 0.007834157353499904, "loss_cls": 0.04412339138798416, "loss_rpn_cls": 0.0014568073681289206, "loss_rpn_loc": 0.002436647097056266, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.538265354000032, "total_loss": 0.05923842046013306}
{"data_time": 0.004595920443534851, "eta_seconds": 35987.08694479754, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3624137931034483, "fast_rcnn/fg_cls_accuracy": 0.6375862068965517, "iteration": 173099, "loss_box_reg": 0.0070311640738509595, "loss_cls": 0.04359657928580418, "loss_rpn_cls": 0.0009487738211930719, "loss_rpn_loc": 0.0020025240319228033, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5352524109184742, "total_loss": 0.05387052865876285}
{"data_time": 0.003534958465024829, "eta_seconds": 35973.32133319485, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3963068181818182, "fast_rcnn/fg_cls_accuracy": 0.5347222222222222, "iteration": 173119, "loss_box_reg": 0.0073205691878683865, "loss_cls": 0.04416189674520865, "loss_rpn_cls": 0.0009807891084392395, "loss_rpn_loc": 0.0017850624535640236, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374517345335335, "total_loss": 0.05440039439372413}
{"data_time": 0.004273467231541872, "eta_seconds": 35965.57032355433, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2790834312573443, "fast_rcnn/fg_cls_accuracy": 0.7209165687426558, "iteration": 173139, "loss_box_reg": 0.007339805306401104, "loss_cls": 0.04128741193562746, "loss_rpn_cls": 0.0008769022113028768, "loss_rpn_loc": 0.0020892358697892632, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5393041165079921, "total_loss": 0.05172022257193021}
{"data_time": 0.004315778845921159, "eta_seconds": 35945.2388459621, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2950980392156863, "fast_rcnn/fg_cls_accuracy": 0.6715686274509804, "iteration": 173159, "loss_box_reg": 0.007295684335986152, "loss_cls": 0.0439292328665033, "loss_rpn_cls": 0.0010177500529380268, "loss_rpn_loc": 0.0019199995876988396, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5333452729973942, "total_loss": 0.05544784223661736}
{"data_time": 0.004501928808167577, "eta_seconds": 35943.68494715355, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44285714285714284, "fast_rcnn/fg_cls_accuracy": 0.5571428571428572, "iteration": 173179, "loss_box_reg": 0.008233027387177572, "loss_cls": 0.04448271082947031, "loss_rpn_cls": 0.0005521890915360927, "loss_rpn_loc": 0.00214222636714112, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.539649274200201, "total_loss": 0.055980894959134275}
{"data_time": 0.003883186262100935, "eta_seconds": 35923.72795363795, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 173199, "loss_box_reg": 0.007238815975142643, "loss_cls": 0.04157455870881677, "loss_rpn_cls": 0.0005128583217413052, "loss_rpn_loc": 0.001456807236536406, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5373050288762897, "total_loss": 0.05097494404895997}
{"data_time": 0.0036221733316779137, "eta_seconds": 35908.523226399906, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.296875, "fast_rcnn/fg_cls_accuracy": 0.6659628378378378, "iteration": 173219, "loss_box_reg": 0.00681230693589896, "loss_cls": 0.04269651242066175, "loss_rpn_cls": 0.0008794735585979652, "loss_rpn_loc": 0.001985930619412102, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5429250723682344, "total_loss": 0.05415696748303844}
{"data_time": 0.004248389741405845, "eta_seconds": 35908.77686525951, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19688644688644688, "fast_rcnn/fg_cls_accuracy": 0.7928571428571429, "iteration": 173239, "loss_box_reg": 0.007965214754221961, "loss_cls": 0.04714167816564441, "loss_rpn_cls": 0.0015497745109769312, "loss_rpn_loc": 0.002048865266260691, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5344454892911017, "total_loss": 0.059369301422975695}
{"data_time": 0.004117465345188975, "eta_seconds": 35901.02045982471, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2885416666666667, "fast_rcnn/fg_cls_accuracy": 0.7114583333333333, "iteration": 173259, "loss_box_reg": 0.007597976102260873, "loss_cls": 0.043472293531522155, "loss_rpn_cls": 0.0009508597664762419, "loss_rpn_loc": 0.00226417746853258, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379148540087044, "total_loss": 0.05595937327068157}
{"data_time": 0.003662561532109976, "eta_seconds": 35892.775849007536, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.49205087440381556, "fast_rcnn/fg_cls_accuracy": 0.48324324324324325, "iteration": 173279, "loss_box_reg": 0.00804062988026999, "loss_cls": 0.042461223143618554, "loss_rpn_cls": 0.0006838901604169223, "loss_rpn_loc": 0.001762965051966603, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.546510215383023, "total_loss": 0.053818186521198186}
{"data_time": 0.0038458481431007385, "eta_seconds": 35883.65970747918, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.39365079365079364, "fast_rcnn/fg_cls_accuracy": 0.5902777777777778, "iteration": 173299, "loss_box_reg": 0.007595813964144327, "loss_cls": 0.04198541725054383, "loss_rpn_cls": 0.0006442813134128755, "loss_rpn_loc": 0.0018262764715473168, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365331380162388, "total_loss": 0.05313328636020742}
{"data_time": 0.004086958477273583, "eta_seconds": 35893.363564349245, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.5064102564102564, "fast_rcnn/fg_cls_accuracy": 0.4935897435897436, "iteration": 173319, "loss_box_reg": 0.008117298071738333, "loss_cls": 0.043079457711428404, "loss_rpn_cls": 0.0007524473203375237, "loss_rpn_loc": 0.002140548447641777, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375639549456537, "total_loss": 0.0534425700904535}
{"data_time": 0.003885629354044795, "eta_seconds": 35882.597869904246, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.47634408602150535, "fast_rcnn/fg_cls_accuracy": 0.4666666666666667, "iteration": 173339, "loss_box_reg": 0.007698577886912972, "loss_cls": 0.045604725601151586, "loss_rpn_cls": 0.0008442144448963518, "loss_rpn_loc": 0.0017808540433179587, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5378780157770962, "total_loss": 0.056582254735076276}
{"data_time": 0.003849269589409232, "eta_seconds": 35861.41220555594, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4916344916344917, "fast_rcnn/fg_cls_accuracy": 0.5083655083655083, "iteration": 173359, "loss_box_reg": 0.008336016850080341, "loss_cls": 0.04302668059244752, "loss_rpn_cls": 0.0006668474271691593, "loss_rpn_loc": 0.002288476228386571, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374491165857762, "total_loss": 0.055175300022426654}
{"data_time": 0.00396370911039412, "eta_seconds": 35840.62148051709, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4437551695616212, "fast_rcnn/fg_cls_accuracy": 0.5562448304383788, "iteration": 173379, "loss_box_reg": 0.007591886009322479, "loss_cls": 0.040087881177896634, "loss_rpn_cls": 0.0008711197096999967, "loss_rpn_loc": 0.002084382067550905, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5351347571704537, "total_loss": 0.05334393768316659}
{"data_time": 0.0038795815780758858, "eta_seconds": 35826.21948037343, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.43526785714285715, "fast_rcnn/fg_cls_accuracy": 0.5178571428571428, "iteration": 173399, "loss_box_reg": 0.007028755848295987, "loss_cls": 0.04436608811374754, "loss_rpn_cls": 0.0008192586998347906, "loss_rpn_loc": 0.0018489405083528254, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5347719597630203, "total_loss": 0.05475584945486389}
{"data_time": 0.003792128060013056, "eta_seconds": 35814.95397485187, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6368243243243243, "iteration": 173419, "loss_box_reg": 0.007049839798128232, "loss_cls": 0.043853475945070386, "loss_rpn_cls": 0.0005077405861584339, "loss_rpn_loc": 0.0019629429261840414, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355951262172312, "total_loss": 0.0542680937815021}
{"data_time": 0.003641490126028657, "eta_seconds": 35801.20275203395, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.30512820512820515, "fast_rcnn/fg_cls_accuracy": 0.6948717948717948, "iteration": 173439, "loss_box_reg": 0.007398129120701924, "loss_cls": 0.03934112674323842, "loss_rpn_cls": 0.0014008990010552225, "loss_rpn_loc": 0.0017910393798956648, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415323574561626, "total_loss": 0.05070464706574285}
{"data_time": 0.003892491338774562, "eta_seconds": 35793.437353608664, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.4658119658119658, "iteration": 173459, "loss_box_reg": 0.00791417044820264, "loss_cls": 0.041562608908861876, "loss_rpn_cls": 0.0005821325646593323, "loss_rpn_loc": 0.0020367243196233176, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391276306472719, "total_loss": 0.05335364939082865}
{"data_time": 0.004045579815283418, "eta_seconds": 35782.67904298706, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3200904392764858, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 173479, "loss_box_reg": 0.007378629525192082, "loss_cls": 0.042924557521473616, "loss_rpn_cls": 0.0009694715455452751, "loss_rpn_loc": 0.001683656148998125, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361242548096925, "total_loss": 0.0526321580529725}
{"data_time": 0.004167396808043122, "eta_seconds": 35772.42716572294, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2636476426799007, "fast_rcnn/fg_cls_accuracy": 0.7363523573200992, "iteration": 173499, "loss_box_reg": 0.007624894002219662, "loss_cls": 0.041458488907665014, "loss_rpn_cls": 0.0004047098953492423, "loss_rpn_loc": 0.0018858417297451524, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420352765358984, "total_loss": 0.052288998720598556}
{"data_time": 0.003889445448294282, "eta_seconds": 35761.66870279284, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4476190476190476, "fast_rcnn/fg_cls_accuracy": 0.47878787878787876, "iteration": 173519, "loss_box_reg": 0.007458654814399779, "loss_cls": 0.044163497019326314, "loss_rpn_cls": 0.0010970366639639906, "loss_rpn_loc": 0.002310254203621298, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5376508831977844, "total_loss": 0.05698810171298874}
{"data_time": 0.0036609249655157328, "eta_seconds": 35750.910239862744, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4383116883116883, "fast_rcnn/fg_cls_accuracy": 0.5616883116883118, "iteration": 173539, "loss_box_reg": 0.008233014697907493, "loss_cls": 0.043954281572951004, "loss_rpn_cls": 0.0005439479435835892, "loss_rpn_loc": 0.002555017767008394, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5474490956403315, "total_loss": 0.05523389001018586}
{"data_time": 0.004427882144227624, "eta_seconds": 35742.148951363284, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.48221670802315963, "fast_rcnn/fg_cls_accuracy": 0.5177832919768404, "iteration": 173559, "loss_box_reg": 0.0071843278128653765, "loss_cls": 0.044322383240796626, "loss_rpn_cls": 0.0013940410811699167, "loss_rpn_loc": 0.002249292727356078, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382552098017186, "total_loss": 0.05571237915751226}
{"data_time": 0.004407437052577734, "eta_seconds": 35729.39331400255, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.6933333333333334, "iteration": 173579, "loss_box_reg": 0.006912210345035419, "loss_cls": 0.04265541216591373, "loss_rpn_cls": 0.0008274974824189485, "loss_rpn_loc": 0.0021808430010423763, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5312576650176197, "total_loss": 0.05360480995943817}
{"data_time": 0.004266653908416629, "eta_seconds": 35739.99271369469, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.363265306122449, "fast_rcnn/fg_cls_accuracy": 0.6289473684210527, "iteration": 173599, "loss_box_reg": 0.008270123129477724, "loss_cls": 0.04315221344586462, "loss_rpn_cls": 0.0005639408698243642, "loss_rpn_loc": 0.0020513989420578582, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5412417538464069, "total_loss": 0.05403382563773107}
{"data_time": 0.003942819777876139, "eta_seconds": 35724.52371054632, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.513157894736842, "fast_rcnn/fg_cls_accuracy": 0.48684210526315785, "iteration": 173619, "loss_box_reg": 0.00710858593811281, "loss_cls": 0.04204165798728354, "loss_rpn_cls": 0.0007406611599094504, "loss_rpn_loc": 0.001769501144735841, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375039435457438, "total_loss": 0.05347402502616205}
{"data_time": 0.004287121584638953, "eta_seconds": 35702.064043656224, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23443223443223443, "fast_rcnn/fg_cls_accuracy": 0.7655677655677655, "iteration": 173639, "loss_box_reg": 0.007642883312655613, "loss_cls": 0.04276110284263268, "loss_rpn_cls": 0.000986865862500963, "loss_rpn_loc": 0.0021828747230756562, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5344951418228447, "total_loss": 0.053351361892680416}
{"data_time": 0.004125439096242189, "eta_seconds": 35689.987686149776, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41941391941391937, "fast_rcnn/fg_cls_accuracy": 0.5805860805860805, "iteration": 173659, "loss_box_reg": 0.00722359016072005, "loss_cls": 0.04357475656433962, "loss_rpn_cls": 0.0008035073669816484, "loss_rpn_loc": 0.002450565963954432, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5362804140895605, "total_loss": 0.05455604890983068}
{"data_time": 0.004108725814148784, "eta_seconds": 35679.22812940925, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.28801843317972353, "fast_rcnn/fg_cls_accuracy": 0.6941244239631337, "iteration": 173679, "loss_box_reg": 0.007689318677876145, "loss_cls": 0.044572300132131204, "loss_rpn_cls": 0.0010254736873775983, "loss_rpn_loc": 0.0021809059235238237, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5393867576494813, "total_loss": 0.05467630256521261}
{"data_time": 0.0038726909551769495, "eta_seconds": 35669.78418285516, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.266025641025641, "fast_rcnn/fg_cls_accuracy": 0.7089743589743589, "iteration": 173699, "loss_box_reg": 0.008032631507376209, "loss_cls": 0.04323361621936783, "loss_rpn_cls": 0.0011595096664223092, "loss_rpn_loc": 0.00238530029400863, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417725308798254, "total_loss": 0.05500260904887}
{"data_time": 0.0038665717002004385, "eta_seconds": 35660.863027887885, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3073234524847428, "fast_rcnn/fg_cls_accuracy": 0.6926765475152572, "iteration": 173719, "loss_box_reg": 0.006975819094805047, "loss_cls": 0.04295458714477718, "loss_rpn_cls": 0.0008809011461607952, "loss_rpn_loc": 0.002242019272671314, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541088719619438, "total_loss": 0.05483363065445701}
{"data_time": 0.003675086423754692, "eta_seconds": 35645.317374306265, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38694638694638694, "fast_rcnn/fg_cls_accuracy": 0.5805860805860805, "iteration": 173739, "loss_box_reg": 0.008159545715898275, "loss_cls": 0.039120674366131425, "loss_rpn_cls": 0.0008897980364963587, "loss_rpn_loc": 0.0025911105130944634, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352499990258366, "total_loss": 0.05093211587438873}
{"data_time": 0.004169635474681854, "eta_seconds": 35637.5043220541, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3392857142857143, "fast_rcnn/fg_cls_accuracy": 0.6607142857142857, "iteration": 173759, "loss_box_reg": 0.007199206738732755, "loss_cls": 0.043404740979894996, "loss_rpn_cls": 0.0006198169317599422, "loss_rpn_loc": 0.0019757341433432885, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5371869476512074, "total_loss": 0.05440098918552394}
{"data_time": 0.004457802977412939, "eta_seconds": 35625.43034570664, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36730769230769234, "fast_rcnn/fg_cls_accuracy": 0.6326923076923077, "iteration": 173779, "loss_box_reg": 0.007991497463081032, "loss_cls": 0.04383945476729423, "loss_rpn_cls": 0.0011275635594643063, "loss_rpn_loc": 0.0022219922684598714, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.539342594332993, "total_loss": 0.05779550040836057}
{"data_time": 0.0036514063831418753, "eta_seconds": 35613.040181953926, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2742857142857143, "fast_rcnn/fg_cls_accuracy": 0.6828571428571428, "iteration": 173799, "loss_box_reg": 0.008127758163027465, "loss_cls": 0.04270267812535167, "loss_rpn_cls": 0.0008509247809342924, "loss_rpn_loc": 0.001673888102232013, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5301058860495687, "total_loss": 0.054773133376272654}
{"data_time": 0.004407573491334915, "eta_seconds": 35603.9112322256, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.44427244582043346, "fast_rcnn/fg_cls_accuracy": 0.5441729323308271, "iteration": 173819, "loss_box_reg": 0.007476372149540111, "loss_cls": 0.04274718830129132, "loss_rpn_cls": 0.0008567556390062236, "loss_rpn_loc": 0.0019142193032166688, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5359161749947816, "total_loss": 0.05268690182060709}
{"data_time": 0.004107012413442135, "eta_seconds": 35593.151675485075, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5330668604651163, "fast_rcnn/fg_cls_accuracy": 0.4669331395348837, "iteration": 173839, "loss_box_reg": 0.006684038060484454, "loss_cls": 0.04611961584305391, "loss_rpn_cls": 0.0009146364726291267, "loss_rpn_loc": 0.0021587178016488906, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341403945349157, "total_loss": 0.05668329409184025}
{"data_time": 0.003884189762175083, "eta_seconds": 35585.53946873965, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30336134453781516, "fast_rcnn/fg_cls_accuracy": 0.6661375661375661, "iteration": 173859, "loss_box_reg": 0.007300523386220448, "loss_cls": 0.04277155577437952, "loss_rpn_cls": 0.0004646965763299704, "loss_rpn_loc": 0.0016729693888919428, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5473307804204524, "total_loss": 0.05150149784810765}
{"data_time": 0.004031145479530096, "eta_seconds": 35580.635231778724, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39196217494089836, "fast_rcnn/fg_cls_accuracy": 0.6059620596205961, "iteration": 173879, "loss_box_reg": 0.006994011055212468, "loss_cls": 0.04234057164285332, "loss_rpn_cls": 0.000587477318148899, "loss_rpn_loc": 0.001981822078960249, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433820993639529, "total_loss": 0.05371453214365829}
{"data_time": 0.004235315835103393, "eta_seconds": 35566.127974740695, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4807692307692308, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 173899, "loss_box_reg": 0.007640153125976212, "loss_cls": 0.041804993263212964, "loss_rpn_cls": 0.0006882380712340819, "loss_rpn_loc": 0.002645716016559163, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395064342301339, "total_loss": 0.05397759958725601}
{"data_time": 0.0039867020677775145, "eta_seconds": 35567.75437890482, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4087301587301587, "fast_rcnn/fg_cls_accuracy": 0.5535714285714286, "iteration": 173919, "loss_box_reg": 0.006972414324991405, "loss_cls": 0.044211721629835665, "loss_rpn_cls": 0.0011957337835610815, "loss_rpn_loc": 0.001929612764797639, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5466830448713154, "total_loss": 0.05442441862896885}
{"data_time": 0.004039575345814228, "eta_seconds": 35562.358845050214, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.46190476190476193, "fast_rcnn/fg_cls_accuracy": 0.5380952380952381, "iteration": 173939, "loss_box_reg": 0.007488938135793433, "loss_cls": 0.04171615943778306, "loss_rpn_cls": 0.00028392199374138727, "loss_rpn_loc": 0.0019552173598640366, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5457802058663219, "total_loss": 0.05118419221696513}
{"data_time": 0.004068533191457391, "eta_seconds": 35537.58611245896, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.46190476190476193, "fast_rcnn/fg_cls_accuracy": 0.5380952380952381, "iteration": 173959, "loss_box_reg": 0.007748268602881581, "loss_cls": 0.042306619114242494, "loss_rpn_cls": 0.0008528150460733741, "loss_rpn_loc": 0.0015663838403270347, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5310656875371933, "total_loss": 0.0530135504603777}
{"data_time": 0.0039292871952056885, "eta_seconds": 35526.823832629016, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38435828877005346, "fast_rcnn/fg_cls_accuracy": 0.6156417112299466, "iteration": 173979, "loss_box_reg": 0.00769547198433429, "loss_cls": 0.04453322081826627, "loss_rpn_cls": 0.0008640944489570757, "loss_rpn_loc": 0.002043319520453224, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5411619616206735, "total_loss": 0.0568920686829415}
{"data_time": 0.004250078462064266, "eta_seconds": 35508.38487884984, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45562330623306235, "fast_rcnn/fg_cls_accuracy": 0.5443766937669376, "iteration": 173999, "loss_box_reg": 0.0076199802570044994, "loss_cls": 0.04497205087682232, "loss_rpn_cls": 0.0006783800795346906, "loss_rpn_loc": 0.0020851438948739087, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367590466048568, "total_loss": 0.05704266609353681}
{"data_time": 0.0043930839747190475, "eta_seconds": 35497.62492524949, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5380824372759856, "fast_rcnn/fg_cls_accuracy": 0.44802867383512546, "iteration": 174019, "loss_box_reg": 0.007621670636581257, "loss_cls": 0.045223947148770094, "loss_rpn_cls": 0.0008723125422420708, "loss_rpn_loc": 0.0023243827563419472, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5440593694802374, "total_loss": 0.05694173947347281}
{"data_time": 0.0044463458471000195, "eta_seconds": 35485.55610807985, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4321266968325792, "fast_rcnn/fg_cls_accuracy": 0.5678733031674208, "iteration": 174039, "loss_box_reg": 0.007588730833958834, "loss_cls": 0.04206507734488696, "loss_rpn_cls": 0.0010158401676108042, "loss_rpn_loc": 0.0022650664068351034, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5327813206240535, "total_loss": 0.05093667991377515}
{"data_time": 0.0046202694065868855, "eta_seconds": 35474.79655133933, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23928571428571427, "fast_rcnn/fg_cls_accuracy": 0.7607142857142857, "iteration": 174059, "loss_box_reg": 0.007619398296810687, "loss_cls": 0.044151477166451514, "loss_rpn_cls": 0.0007021834824456619, "loss_rpn_loc": 0.0023942409425217193, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5349364832509309, "total_loss": 0.056237398090729585}
{"data_time": 0.004212273051962256, "eta_seconds": 35465.28698599362, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47038327526132406, "fast_rcnn/fg_cls_accuracy": 0.5296167247386759, "iteration": 174079, "loss_box_reg": 0.008512689295457676, "loss_cls": 0.04285182082094252, "loss_rpn_cls": 0.0007186743783904603, "loss_rpn_loc": 0.002190326245909091, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415886933915317, "total_loss": 0.05492295212383169}
{"data_time": 0.003897048532962799, "eta_seconds": 35462.250153649366, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3606889564336373, "fast_rcnn/fg_cls_accuracy": 0.6393110435663627, "iteration": 174099, "loss_box_reg": 0.00776535426848568, "loss_cls": 0.04276383473188616, "loss_rpn_cls": 0.0006894185248711437, "loss_rpn_loc": 0.0018266344759467756, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404583944473416, "total_loss": 0.053555713451828524}
{"data_time": 0.0038149263709783554, "eta_seconds": 35465.46015153802, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4147727272727273, "fast_rcnn/fg_cls_accuracy": 0.5852272727272727, "iteration": 174119, "loss_box_reg": 0.007401073642540723, "loss_cls": 0.04310180153697729, "loss_rpn_cls": 0.0008160142322140018, "loss_rpn_loc": 0.0023627127211511834, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5420563048683107, "total_loss": 0.05414172327495237}
{"data_time": 0.0038697097916156054, "eta_seconds": 35454.693630036665, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4017763845350052, "fast_rcnn/fg_cls_accuracy": 0.5982236154649948, "iteration": 174139, "loss_box_reg": 0.007042998389806598, "loss_cls": 0.04446739621926099, "loss_rpn_cls": 0.0006122429202832791, "loss_rpn_loc": 0.001680041546933353, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5376146018970758, "total_loss": 0.05529465328788774}
{"data_time": 0.004217339679598808, "eta_seconds": 35446.555878382176, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45640243902439026, "fast_rcnn/fg_cls_accuracy": 0.5435975609756097, "iteration": 174159, "loss_box_reg": 0.006979841651627794, "loss_cls": 0.04077750543365255, "loss_rpn_cls": 0.00044098120730495793, "loss_rpn_loc": 0.0017692945384624181, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365990186110139, "total_loss": 0.0506917050499851}
{"data_time": 0.004761040443554521, "eta_seconds": 35438.94541579299, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.200354609929078, "fast_rcnn/fg_cls_accuracy": 0.731815932706581, "iteration": 174179, "loss_box_reg": 0.007729570410447195, "loss_cls": 0.043616886367090046, "loss_rpn_cls": 0.0013868149444533628, "loss_rpn_loc": 0.0020953226630808786, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5437349630519748, "total_loss": 0.05556805693777278}
{"data_time": 0.004151808330789208, "eta_seconds": 35438.66850029514, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.6904761904761905, "iteration": 174199, "loss_box_reg": 0.006961134058656171, "loss_cls": 0.041811002243775874, "loss_rpn_cls": 0.0010691470575920903, "loss_rpn_loc": 0.0024840010082698427, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5451210103929043, "total_loss": 0.05383767441969667}
{"data_time": 0.004121448379009962, "eta_seconds": 35427.89703223226, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32196969696969696, "fast_rcnn/fg_cls_accuracy": 0.6152597402597402, "iteration": 174219, "loss_box_reg": 0.007603242906043306, "loss_cls": 0.04378854908281937, "loss_rpn_cls": 0.0005142547530567754, "loss_rpn_loc": 0.001931096485350281, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395407050382346, "total_loss": 0.05612696252165961}
{"data_time": 0.0035944655537605286, "eta_seconds": 35419.5466591788, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23142857142857143, "fast_rcnn/fg_cls_accuracy": 0.7023148148148148, "iteration": 174239, "loss_box_reg": 0.0073364340933039784, "loss_cls": 0.04396822047419846, "loss_rpn_cls": 0.001294764089891487, "loss_rpn_loc": 0.0026331981898692902, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.53835405013524, "total_loss": 0.05594860361946985}
{"data_time": 0.004414401017129421, "eta_seconds": 35411.0488964133, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37286324786324787, "fast_rcnn/fg_cls_accuracy": 0.6271367521367521, "iteration": 174259, "loss_box_reg": 0.00784708998980932, "loss_cls": 0.04280907637439668, "loss_rpn_cls": 0.0010149487839044014, "loss_rpn_loc": 0.002129382610291941, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5487462531309575, "total_loss": 0.05367887445845554}
{"data_time": 0.004240171983838081, "eta_seconds": 35400.27600007877, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3143939393939394, "fast_rcnn/fg_cls_accuracy": 0.6856060606060606, "iteration": 174279, "loss_box_reg": 0.0077741597924614325, "loss_cls": 0.04166079929564148, "loss_rpn_cls": 0.0010738682384499043, "loss_rpn_loc": 0.002204469410571619, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405346953775734, "total_loss": 0.0558777115110729}
{"data_time": 0.004326777067035437, "eta_seconds": 35378.0059224891, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41203703703703703, "fast_rcnn/fg_cls_accuracy": 0.587962962962963, "iteration": 174299, "loss_box_reg": 0.007323185389395803, "loss_cls": 0.04363542271312326, "loss_rpn_cls": 0.0011162419817765112, "loss_rpn_loc": 0.001832708530855598, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5335575765930116, "total_loss": 0.05372896027995466}
{"data_time": 0.004178722156211734, "eta_seconds": 35363.567461064085, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.31726190476190474, "fast_rcnn/fg_cls_accuracy": 0.6827380952380953, "iteration": 174319, "loss_box_reg": 0.007491769007174298, "loss_cls": 0.043397758970968425, "loss_rpn_cls": 0.0005450221960927593, "loss_rpn_loc": 0.001513284063548781, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537415609927848, "total_loss": 0.05269307875039431}
{"data_time": 0.003845360828563571, "eta_seconds": 35360.39773850958, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.33854166666666663, "fast_rcnn/fg_cls_accuracy": 0.6162790697674418, "iteration": 174339, "loss_box_reg": 0.006916783284395933, "loss_cls": 0.04140820517204702, "loss_rpn_cls": 0.0007353710608981601, "loss_rpn_loc": 0.0017139297142421128, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5447082635946572, "total_loss": 0.05220271553002931}
{"data_time": 0.00413269829005003, "eta_seconds": 35349.62714478164, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2771132376395534, "fast_rcnn/fg_cls_accuracy": 0.6925837320574163, "iteration": 174359, "loss_box_reg": 0.007331389555474743, "loss_cls": 0.045191676705144346, "loss_rpn_cls": 0.000976860172841043, "loss_rpn_loc": 0.0014412830787478015, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.535957257496193, "total_loss": 0.05584881247526141}
{"data_time": 0.003974768798798323, "eta_seconds": 35346.41151840612, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4124040920716112, "fast_rcnn/fg_cls_accuracy": 0.5875959079283888, "iteration": 174379, "loss_box_reg": 0.007393233332550153, "loss_cls": 0.04231945448555052, "loss_rpn_cls": 0.000797233361254257, "loss_rpn_loc": 0.0021832765287399525, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364589688833803, "total_loss": 0.05359693484933814}
{"data_time": 0.00451482948847115, "eta_seconds": 35337.692781435326, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43167701863354035, "fast_rcnn/fg_cls_accuracy": 0.5683229813664596, "iteration": 174399, "loss_box_reg": 0.006971055103349499, "loss_cls": 0.04322590626543388, "loss_rpn_cls": 0.0007692012489428635, "loss_rpn_loc": 0.0018269067259097937, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5364740404766053, "total_loss": 0.05780430121089353}
{"data_time": 0.004121877485886216, "eta_seconds": 35326.919258842245, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40407470288624786, "fast_rcnn/fg_cls_accuracy": 0.5921658986175116, "iteration": 174419, "loss_box_reg": 0.007773308389005251, "loss_cls": 0.04244965163525194, "loss_rpn_cls": 0.000773928688658998, "loss_rpn_loc": 0.002030604147876147, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374154800083488, "total_loss": 0.054581511600872545}
{"data_time": 0.00395459309220314, "eta_seconds": 35314.092829402536, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6287878787878788, "iteration": 174439, "loss_box_reg": 0.007502410880988464, "loss_cls": 0.043149558710865676, "loss_rpn_cls": 0.0004870902849631875, "loss_rpn_loc": 0.002204336469731061, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5398583051282912, "total_loss": 0.0552634100299656}
{"data_time": 0.004270458128303289, "eta_seconds": 35291.850750610465, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42871621621621625, "fast_rcnn/fg_cls_accuracy": 0.5665697674418604, "iteration": 174459, "loss_box_reg": 0.008464780592476018, "loss_cls": 0.04259359557181597, "loss_rpn_cls": 0.0010632893196884652, "loss_rpn_loc": 0.0018612074400152778, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5285792655777186, "total_loss": 0.05314413274948038}
{"data_time": 0.004571814555674791, "eta_seconds": 35281.081354125636, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.36813186813186816, "fast_rcnn/fg_cls_accuracy": 0.6318681318681318, "iteration": 174479, "loss_box_reg": 0.007725444593233988, "loss_cls": 0.04306650918442756, "loss_rpn_cls": 0.0014715705162871018, "loss_rpn_loc": 0.002897040070820367, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5381137642543763, "total_loss": 0.05581369039146011}
{"data_time": 0.0038996608927845955, "eta_seconds": 35255.377341412706, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2111111111111111, "fast_rcnn/fg_cls_accuracy": 0.788888888888889, "iteration": 174499, "loss_box_reg": 0.007794670294970274, "loss_cls": 0.04225902317557484, "loss_rpn_cls": 0.0006752441585149427, "loss_rpn_loc": 0.002203144791565137, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5345164893660694, "total_loss": 0.05421014768387522}
{"data_time": 0.004001751774922013, "eta_seconds": 35251.66454990348, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40731707317073174, "fast_rcnn/fg_cls_accuracy": 0.5926829268292683, "iteration": 174519, "loss_box_reg": 0.007875319424783811, "loss_cls": 0.04305021627806127, "loss_rpn_cls": 0.000981282340717371, "loss_rpn_loc": 0.0018982897818204947, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385892658960074, "total_loss": 0.054299365684642}
{"data_time": 0.004099290352314711, "eta_seconds": 35221.35948945861, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4379795396419437, "fast_rcnn/fg_cls_accuracy": 0.5620204603580563, "iteration": 174539, "loss_box_reg": 0.007213182281702757, "loss_cls": 0.04185400251299143, "loss_rpn_cls": 0.0009968571423399908, "loss_rpn_loc": 0.0018282818637089804, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355458951089531, "total_loss": 0.052522591485626435}
{"data_time": 0.0039646371733397245, "eta_seconds": 35206.79614227568, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2861869313482217, "fast_rcnn/fg_cls_accuracy": 0.6612903225806451, "iteration": 174559, "loss_box_reg": 0.007257022720295936, "loss_cls": 0.041198342049028724, "loss_rpn_cls": 0.0006852931132925733, "loss_rpn_loc": 0.0023467123610316776, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5345383640378714, "total_loss": 0.05201877745969341}
{"data_time": 0.0038852014113217592, "eta_seconds": 35199.83744763862, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30984952120383036, "fast_rcnn/fg_cls_accuracy": 0.6786727169597278, "iteration": 174579, "loss_box_reg": 0.00723696278873831, "loss_cls": 0.04340084770228714, "loss_rpn_cls": 0.0009566977091708395, "loss_rpn_loc": 0.002172443504605326, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5463990997523069, "total_loss": 0.05543028677777784}
{"data_time": 0.003906361060217023, "eta_seconds": 35187.49336024793, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.44281045751633985, "fast_rcnn/fg_cls_accuracy": 0.5571895424836601, "iteration": 174599, "loss_box_reg": 0.007337540766457096, "loss_cls": 0.04539488742011599, "loss_rpn_cls": 0.0007150700856612957, "loss_rpn_loc": 0.002415217644738732, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5409739133901894, "total_loss": 0.055982448129043405}
{"data_time": 0.0039023139979690313, "eta_seconds": 35201.16772352811, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6708333333333334, "iteration": 174619, "loss_box_reg": 0.007645055273314938, "loss_cls": 0.04233182332245633, "loss_rpn_cls": 0.0004803058675406646, "loss_rpn_loc": 0.0016411331234849058, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450290355365723, "total_loss": 0.05228484046853055}
{"data_time": 0.004102719249203801, "eta_seconds": 35190.71379731479, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.1746031746031746, "fast_rcnn/fg_cls_accuracy": 0.8253968253968254, "iteration": 174639, "loss_box_reg": 0.00697026465786621, "loss_cls": 0.04195833089761436, "loss_rpn_cls": 0.0012813543817173922, "loss_rpn_loc": 0.0019008923773071729, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.534308708505705, "total_loss": 0.052360254420591446}
{"data_time": 0.0038744283374398947, "eta_seconds": 35179.94568978972, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4373401534526854, "fast_rcnn/fg_cls_accuracy": 0.5626598465473146, "iteration": 174659, "loss_box_reg": 0.007279139186721295, "loss_cls": 0.04065848118625581, "loss_rpn_cls": 0.0006775342698688291, "loss_rpn_loc": 0.002240010358946165, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5406754564028233, "total_loss": 0.052295850859366055}
{"data_time": 0.004228097153827548, "eta_seconds": 35182.68993094168, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22064777327935223, "fast_rcnn/fg_cls_accuracy": 0.7697368421052632, "iteration": 174679, "loss_box_reg": 0.007650579005712643, "loss_cls": 0.04624158120714128, "loss_rpn_cls": 0.0013011087486347606, "loss_rpn_loc": 0.002048502672550967, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5438015183899552, "total_loss": 0.05774786613528704}
{"data_time": 0.003911677515134215, "eta_seconds": 35158.40947473957, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42518518518518517, "fast_rcnn/fg_cls_accuracy": 0.5377777777777778, "iteration": 174699, "loss_box_reg": 0.007272352231666446, "loss_cls": 0.04282772203441709, "loss_rpn_cls": 0.0008996291305720661, "loss_rpn_loc": 0.0018409147924103308, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5368079452309757, "total_loss": 0.0557164335325524}
{"data_time": 0.004345915745943785, "eta_seconds": 35147.6413672145, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4052526595744681, "fast_rcnn/fg_cls_accuracy": 0.5947473404255319, "iteration": 174719, "loss_box_reg": 0.006791047955630347, "loss_cls": 0.04288033989723772, "loss_rpn_cls": 0.0007564989278989742, "loss_rpn_loc": 0.002137144952939707, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.541447915835306, "total_loss": 0.05374569438885146}
{"data_time": 0.003951456164941192, "eta_seconds": 35150.37319672364, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.42810457516339867, "fast_rcnn/fg_cls_accuracy": 0.5718954248366013, "iteration": 174739, "loss_box_reg": 0.008215250229113735, "loss_cls": 0.03914700273890048, "loss_rpn_cls": 0.0005667097115065189, "loss_rpn_loc": 0.0019093537866865518, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5343843719456345, "total_loss": 0.04998494991446023}
{"data_time": 0.0037157470360398293, "eta_seconds": 35139.60095198429, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4432397959183674, "fast_rcnn/fg_cls_accuracy": 0.5567602040816326, "iteration": 174759, "loss_box_reg": 0.007396711327601224, "loss_cls": 0.04413826169911772, "loss_rpn_cls": 0.0012062795987617392, "loss_rpn_loc": 0.0026129920697712805, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387297829147428, "total_loss": 0.05635049608889631}
{"data_time": 0.00457614753395319, "eta_seconds": 35128.828707244946, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.36753246753246754, "fast_rcnn/fg_cls_accuracy": 0.6324675324675324, "iteration": 174779, "loss_box_reg": 0.006799790076911449, "loss_cls": 0.042256185435689986, "loss_rpn_cls": 0.0008848496594282551, "loss_rpn_loc": 0.0017635983931540977, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399576080963016, "total_loss": 0.05278055126814252}
{"data_time": 0.004247715696692467, "eta_seconds": 35112.80560913845, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.45454545454545453, "fast_rcnn/fg_cls_accuracy": 0.5227272727272727, "iteration": 174799, "loss_box_reg": 0.0077302590070758015, "loss_cls": 0.04479571140836924, "loss_rpn_cls": 0.0005909770827656757, "loss_rpn_loc": 0.0018574590685602743, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330789489671588, "total_loss": 0.05526380332196368}
{"data_time": 0.004217317560687661, "eta_seconds": 35096.692566077225, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3756998880179171, "fast_rcnn/fg_cls_accuracy": 0.6063829787234043, "iteration": 174819, "loss_box_reg": 0.007057578666717745, "loss_cls": 0.045543364714831114, "loss_rpn_cls": 0.0006063003926328747, "loss_rpn_loc": 0.0017798578355723293, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5370569685474038, "total_loss": 0.05575546748588067}
{"data_time": 0.00428607314825058, "eta_seconds": 35086.18879902875, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6717352415026834, "iteration": 174839, "loss_box_reg": 0.008327263756655157, "loss_cls": 0.04157915187533945, "loss_rpn_cls": 0.000739856608674927, "loss_rpn_loc": 0.002498790336176171, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5362628160510212, "total_loss": 0.0552501341514926}
{"data_time": 0.003961823880672455, "eta_seconds": 35055.06823026738, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.1806451612903226, "fast_rcnn/fg_cls_accuracy": 0.7666666666666666, "iteration": 174859, "loss_box_reg": 0.007648189930478111, "loss_cls": 0.04169798921793699, "loss_rpn_cls": 0.0009144001702452442, "loss_rpn_loc": 0.002152610442863079, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5329419577028602, "total_loss": 0.05387407677721967}
{"data_time": 0.003836405696347356, "eta_seconds": 35039.22985280771, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4025974025974026, "fast_rcnn/fg_cls_accuracy": 0.5970238095238095, "iteration": 174879, "loss_box_reg": 0.007378720853012055, "loss_cls": 0.042360272840596735, "loss_rpn_cls": 0.0010548066379101328, "loss_rpn_loc": 0.002065623630187474, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5503167645074427, "total_loss": 0.05296922911861657}
{"data_time": 0.003876015543937683, "eta_seconds": 35026.892779011745, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.5888888888888889, "iteration": 174899, "loss_box_reg": 0.006970598245970905, "loss_cls": 0.04195741139119491, "loss_rpn_cls": 0.0007792968037065862, "loss_rpn_loc": 0.0019084288578596897, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355456126853824, "total_loss": 0.052687384005821514}
{"data_time": 0.0038398520555347204, "eta_seconds": 35016.13199414546, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3045977011494253, "fast_rcnn/fg_cls_accuracy": 0.6954022988505747, "iteration": 174919, "loss_box_reg": 0.0079020646517165, "loss_cls": 0.044873968116007745, "loss_rpn_cls": 0.0006004615052006557, "loss_rpn_loc": 0.0020996859057049733, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5389773310162127, "total_loss": 0.05565524360478946}
{"data_time": 0.0040705082938075066, "eta_seconds": 35002.30739605101, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.17786561264822134, "fast_rcnn/fg_cls_accuracy": 0.8198051948051948, "iteration": 174939, "loss_box_reg": 0.007439468608936295, "loss_cls": 0.042670083115808666, "loss_rpn_cls": 0.0008377213276844486, "loss_rpn_loc": 0.0018423859673930565, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5427698283456266, "total_loss": 0.05391874853569334}
{"data_time": 0.003675643587484956, "eta_seconds": 34998.61620820011, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.47863636363636364, "fast_rcnn/fg_cls_accuracy": 0.5164102564102564, "iteration": 174959, "loss_box_reg": 0.007651185835129581, "loss_cls": 0.04272922017844394, "loss_rpn_cls": 0.0005790665845779586, "loss_rpn_loc": 0.0027529134022188373, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357956408988684, "total_loss": 0.05384720574659241}
{"data_time": 0.004289003787562251, "eta_seconds": 34977.07244684128, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.278125, "fast_rcnn/fg_cls_accuracy": 0.721875, "iteration": 174979, "loss_box_reg": 0.007280331396032125, "loss_cls": 0.042289830977097154, "loss_rpn_cls": 0.0006874829500702617, "loss_rpn_loc": 0.0016907293647818733, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335761595051736, "total_loss": 0.053735415807636855}
{"data_time": 0.003999712178483605, "eta_seconds": 34970.02786693582, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.22142857142857142, "fast_rcnn/fg_cls_accuracy": 0.7785714285714286, "iteration": 174999, "loss_box_reg": 0.007322507066419348, "loss_cls": 0.04130480869207531, "loss_rpn_cls": 0.0008210114990561124, "loss_rpn_loc": 0.002037123475020053, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540963094914332, "total_loss": 0.051724290314382415}
{"data_time": 0.004119517281651497, "eta_seconds": 34943.40629065526, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2819264069264069, "fast_rcnn/fg_cls_accuracy": 0.6607142857142858, "iteration": 175019, "loss_box_reg": 0.0072645198670215905, "loss_cls": 0.04358596820384264, "loss_rpn_cls": 0.0008256360345058056, "loss_rpn_loc": 0.0021165043781365966, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5361404020804912, "total_loss": 0.054628526253509335}
{"data_time": 0.004517268622294068, "eta_seconds": 34944.79634609213, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.16472868217054265, "fast_rcnn/fg_cls_accuracy": 0.8133414932680538, "iteration": 175039, "loss_box_reg": 0.007378948968835175, "loss_cls": 0.041387759731151164, "loss_rpn_cls": 0.0005776098014393938, "loss_rpn_loc": 0.001956440530193504, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410461260471493, "total_loss": 0.05424094845869831}
{"data_time": 0.003841870930045843, "eta_seconds": 34937.74833782064, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40454545454545454, "fast_rcnn/fg_cls_accuracy": 0.5849282296650717, "iteration": 175059, "loss_box_reg": 0.0073738578939810395, "loss_cls": 0.044422061066143215, "loss_rpn_cls": 0.000489735963867588, "loss_rpn_loc": 0.0018455099852872081, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5362628984730691, "total_loss": 0.05420378098818901}
{"data_time": 0.004084669752046466, "eta_seconds": 34919.81709571113, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 175079, "loss_box_reg": 0.007901093602413312, "loss_cls": 0.0443744687945582, "loss_rpn_cls": 0.0007233618292730171, "loss_rpn_loc": 0.0014657855172117706, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5351015983615071, "total_loss": 0.05395702592670659}
{"data_time": 0.0038641905412077904, "eta_seconds": 34896.05495537608, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.30413533834586465, "fast_rcnn/fg_cls_accuracy": 0.6695488721804511, "iteration": 175099, "loss_box_reg": 0.00725203548790887, "loss_cls": 0.04291454469785094, "loss_rpn_cls": 0.0009424861020761455, "loss_rpn_loc": 0.001655804047913989, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5348626791965216, "total_loss": 0.052851266877269154}
{"data_time": 0.0033644274808466434, "eta_seconds": 34885.30132909748, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.37142857142857144, "fast_rcnn/fg_cls_accuracy": 0.6285714285714286, "iteration": 175119, "loss_box_reg": 0.008485089434543625, "loss_cls": 0.042983021412510425, "loss_rpn_cls": 0.0010493241925360053, "loss_rpn_loc": 0.0017213758364960086, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391982195433229, "total_loss": 0.05613939557815684}
{"data_time": 0.004593622172251344, "eta_seconds": 34878.876524186926, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3869047619047619, "fast_rcnn/fg_cls_accuracy": 0.6130952380952381, "iteration": 175139, "loss_box_reg": 0.007305763429030776, "loss_cls": 0.043647474609315395, "loss_rpn_cls": 0.0005984806397805187, "loss_rpn_loc": 0.0020964356044714805, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5433562444522977, "total_loss": 0.05455464638464491}
{"data_time": 0.0037618009373545647, "eta_seconds": 34871.34133956814, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2974137931034483, "fast_rcnn/fg_cls_accuracy": 0.679858934169279, "iteration": 175159, "loss_box_reg": 0.007734792859992012, "loss_cls": 0.04357798252021894, "loss_rpn_cls": 0.00044337130077565234, "loss_rpn_loc": 0.0022698323264194187, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5394379943609238, "total_loss": 0.05548303430197166}
{"data_time": 0.003965753363445401, "eta_seconds": 34864.061537940055, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2619825708061002, "fast_rcnn/fg_cls_accuracy": 0.7233115468409586, "iteration": 175179, "loss_box_reg": 0.007929603918455541, "loss_cls": 0.04369126493111253, "loss_rpn_cls": 0.0006726055089529837, "loss_rpn_loc": 0.0019937992765335366, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5450841810088605, "total_loss": 0.05502201296542353}
{"data_time": 0.004015594255179167, "eta_seconds": 34857.2032979487, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.41103603603603606, "fast_rcnn/fg_cls_accuracy": 0.5845313398504888, "iteration": 175199, "loss_box_reg": 0.007188861025497317, "loss_cls": 0.04449747788021341, "loss_rpn_cls": 0.0004961277774668815, "loss_rpn_loc": 0.0019197849360352848, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407494094688445, "total_loss": 0.05521662324946419}
{"data_time": 0.003587783547118306, "eta_seconds": 34842.54748444632, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33957033957033955, "fast_rcnn/fg_cls_accuracy": 0.6604296604296604, "iteration": 175219, "loss_box_reg": 0.0074015042046085, "loss_cls": 0.04341440356802195, "loss_rpn_cls": 0.0009167197946453598, "loss_rpn_loc": 0.0022808029352745507, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5459016400855035, "total_loss": 0.05650666747135347}
{"data_time": 0.004330408992245793, "eta_seconds": 34827.98629672523, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4698996655518395, "fast_rcnn/fg_cls_accuracy": 0.5301003344481605, "iteration": 175239, "loss_box_reg": 0.007142221613321453, "loss_cls": 0.044841301918495446, "loss_rpn_cls": 0.0006807205201653233, "loss_rpn_loc": 0.0019860305455949856, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5323968369048089, "total_loss": 0.056039810019285596}
{"data_time": 0.003935656044632196, "eta_seconds": 34795.6970172578, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4513574660633484, "fast_rcnn/fg_cls_accuracy": 0.5486425339366516, "iteration": 175259, "loss_box_reg": 0.007547361223259941, "loss_cls": 0.04266331740655005, "loss_rpn_cls": 0.0006896126330957486, "loss_rpn_loc": 0.001667537157118204, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5325932116247714, "total_loss": 0.05329809726390522}
{"data_time": 0.004146721214056015, "eta_seconds": 34780.68225674308, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4608915054667788, "fast_rcnn/fg_cls_accuracy": 0.5391084945332212, "iteration": 175279, "loss_box_reg": 0.007858533863327466, "loss_cls": 0.042728189582703635, "loss_rpn_cls": 0.0011301149944245026, "loss_rpn_loc": 0.001961979276529746, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5317901230882853, "total_loss": 0.053984108731242486}
{"data_time": 0.0035880866926163435, "eta_seconds": 34780.03051958489, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1497326203208556, "fast_rcnn/fg_cls_accuracy": 0.8118686868686869, "iteration": 175299, "loss_box_reg": 0.007011945373960771, "loss_cls": 0.041404338902793825, "loss_rpn_cls": 0.0010871283132019016, "loss_rpn_loc": 0.002060776827420341, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366895659826696, "total_loss": 0.05221058423353497}
{"data_time": 0.003566801082342863, "eta_seconds": 34760.985392017756, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3893162393162393, "fast_rcnn/fg_cls_accuracy": 0.5972222222222223, "iteration": 175319, "loss_box_reg": 0.007821265811799094, "loss_cls": 0.04621759464498609, "loss_rpn_cls": 0.0008110860458998559, "loss_rpn_loc": 0.001971872894500848, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351884288247675, "total_loss": 0.0558651313810401}
{"data_time": 0.004322076449170709, "eta_seconds": 34752.70021829917, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.31853281853281856, "fast_rcnn/fg_cls_accuracy": 0.6814671814671815, "iteration": 175339, "loss_box_reg": 0.007310593733564019, "loss_cls": 0.04124698165105656, "loss_rpn_cls": 0.000810996697111932, "loss_rpn_loc": 0.0022966083051869646, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5462581708561629, "total_loss": 0.05194402110652163}
{"data_time": 0.004203943070024252, "eta_seconds": 34741.95101855951, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4107142857142857, "fast_rcnn/fg_cls_accuracy": 0.554945054945055, "iteration": 175359, "loss_box_reg": 0.007608731422806159, "loss_cls": 0.043173691956326365, "loss_rpn_cls": 0.0007494982792195515, "loss_rpn_loc": 0.002215527907537762, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5375868559349328, "total_loss": 0.053767852214718914}
{"data_time": 0.004182330099865794, "eta_seconds": 34756.491270471364, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.29910714285714285, "fast_rcnn/fg_cls_accuracy": 0.7008928571428572, "iteration": 175379, "loss_box_reg": 0.00725548667833209, "loss_cls": 0.04234882351011038, "loss_rpn_cls": 0.0004267681165117665, "loss_rpn_loc": 0.0020275987080822233, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5481163733638823, "total_loss": 0.052685020377225555}
{"data_time": 0.004183576907962561, "eta_seconds": 34754.772180455504, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.33956639566395663, "fast_rcnn/fg_cls_accuracy": 0.615989159891599, "iteration": 175399, "loss_box_reg": 0.007588263048091903, "loss_cls": 0.040237218781840056, "loss_rpn_cls": 0.000971910917655805, "loss_rpn_loc": 0.001859290177890216, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5389081779867411, "total_loss": 0.05060218566063668}
{"data_time": 0.003524939063936472, "eta_seconds": 34744.01235562912, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3943965517241379, "fast_rcnn/fg_cls_accuracy": 0.6056034482758621, "iteration": 175419, "loss_box_reg": 0.006751626584446058, "loss_cls": 0.04105381673434749, "loss_rpn_cls": 0.0006167407698853822, "loss_rpn_loc": 0.002381402562605217, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538127304520458, "total_loss": 0.051288588504803556}
{"data_time": 0.003928702557459474, "eta_seconds": 34728.655436933506, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3625, "fast_rcnn/fg_cls_accuracy": 0.628030303030303, "iteration": 175439, "loss_box_reg": 0.007903253208496608, "loss_cls": 0.04278175556100905, "loss_rpn_cls": 0.0009674236629280131, "loss_rpn_loc": 0.0016887205383682158, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5370181384496391, "total_loss": 0.05473097246436964}
{"data_time": 0.004572029458358884, "eta_seconds": 34724.39226951357, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3833333333333333, "fast_rcnn/fg_cls_accuracy": 0.6166666666666667, "iteration": 175459, "loss_box_reg": 0.007932683016406372, "loss_cls": 0.046560814371332526, "loss_rpn_cls": 0.0008060139591634652, "loss_rpn_loc": 0.0018040063223452307, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333870723843575, "total_loss": 0.05875755897579893}
{"data_time": 0.003966186195611954, "eta_seconds": 34711.732881149976, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3784090909090909, "fast_rcnn/fg_cls_accuracy": 0.6215909090909091, "iteration": 175479, "loss_box_reg": 0.007978388079209253, "loss_cls": 0.04317850881488994, "loss_rpn_cls": 0.0006735771534636115, "loss_rpn_loc": 0.0020495141070568934, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5315762870013714, "total_loss": 0.0534333082498506}
{"data_time": 0.00436694105155766, "eta_seconds": 34702.72564969212, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.21477272727272728, "fast_rcnn/fg_cls_accuracy": 0.7852272727272727, "iteration": 175499, "loss_box_reg": 0.007698403671383858, "loss_cls": 0.04274628427810967, "loss_rpn_cls": 0.0007215675839233882, "loss_rpn_loc": 0.00185546932334546, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5360084299463779, "total_loss": 0.05541191829155423}
{"data_time": 0.0038780206814408302, "eta_seconds": 34685.621834062506, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3475177304964539, "fast_rcnn/fg_cls_accuracy": 0.608739837398374, "iteration": 175519, "loss_box_reg": 0.0072090442990884185, "loss_cls": 0.042773216031491756, "loss_rpn_cls": 0.0007707867798671941, "loss_rpn_loc": 0.0021741244418080896, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.532015991397202, "total_loss": 0.05303697937983998}
{"data_time": 0.004052420845255256, "eta_seconds": 34683.188766210806, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44538288288288286, "fast_rcnn/fg_cls_accuracy": 0.554617117117117, "iteration": 175539, "loss_box_reg": 0.007397639128612354, "loss_cls": 0.04362828240846284, "loss_rpn_cls": 0.0009369106510348502, "loss_rpn_loc": 0.001929507468958036, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5450055142864585, "total_loss": 0.05543439275595574}
{"data_time": 0.004530579084530473, "eta_seconds": 34675.247138910694, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2141963727329581, "fast_rcnn/fg_cls_accuracy": 0.7858036272670419, "iteration": 175559, "loss_box_reg": 0.008017347165150568, "loss_cls": 0.04351248126477003, "loss_rpn_cls": 0.0008306751255986455, "loss_rpn_loc": 0.0017976382587221451, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541651981882751, "total_loss": 0.05501426472562798}
{"data_time": 0.003924089949578047, "eta_seconds": 34660.977976179216, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3853073463268366, "fast_rcnn/fg_cls_accuracy": 0.6146926536731634, "iteration": 175579, "loss_box_reg": 0.007818405603757128, "loss_cls": 0.04279668058734387, "loss_rpn_cls": 0.0007450793173120474, "loss_rpn_loc": 0.0020430530748853926, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537634989945218, "total_loss": 0.055483099246430356}
{"data_time": 0.004260295536369085, "eta_seconds": 34648.92380840331, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44913793103448274, "fast_rcnn/fg_cls_accuracy": 0.5508620689655173, "iteration": 175599, "loss_box_reg": 0.007663519136258401, "loss_cls": 0.04372737943776883, "loss_rpn_cls": 0.0013939977294512573, "loss_rpn_loc": 0.0022573497917619534, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363808679394424, "total_loss": 0.05693594982540162}
{"data_time": 0.004121465142816305, "eta_seconds": 34633.52277136431, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42424242424242425, "fast_rcnn/fg_cls_accuracy": 0.5757575757575758, "iteration": 175619, "loss_box_reg": 0.008026390452869236, "loss_cls": 0.04348123166710138, "loss_rpn_cls": 0.0010040933824484455, "loss_rpn_loc": 0.0022685112126055174, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363673251122236, "total_loss": 0.05539426881284726}
{"data_time": 0.003805746790021658, "eta_seconds": 34629.971237701364, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40881642512077293, "fast_rcnn/fg_cls_accuracy": 0.5348970251716247, "iteration": 175639, "loss_box_reg": 0.007757178653264418, "loss_cls": 0.04356124473270029, "loss_rpn_cls": 0.0010389620658770582, "loss_rpn_loc": 0.0022737874223821564, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5501793744042516, "total_loss": 0.0554647938696462}
{"data_time": 0.0036414924543350935, "eta_seconds": 34621.43784492253, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30754892823858343, "fast_rcnn/fg_cls_accuracy": 0.6924510717614165, "iteration": 175659, "loss_box_reg": 0.007438295258907601, "loss_cls": 0.04136192717123777, "loss_rpn_cls": 0.0005004963576311638, "loss_rpn_loc": 0.0014229996959329583, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5411072506103665, "total_loss": 0.05116481789843874}
{"data_time": 0.004279353655874729, "eta_seconds": 34607.86187976366, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4230263157894737, "fast_rcnn/fg_cls_accuracy": 0.5769736842105263, "iteration": 175679, "loss_box_reg": 0.007428107812302187, "loss_cls": 0.041134169208817184, "loss_rpn_cls": 0.001150133490796179, "loss_rpn_loc": 0.0024410131118202116, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5393802421167493, "total_loss": 0.05306057067673464}
{"data_time": 0.00402782647870481, "eta_seconds": 34602.25041977386, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3173202614379085, "fast_rcnn/fg_cls_accuracy": 0.678235294117647, "iteration": 175699, "loss_box_reg": 0.00739020541368518, "loss_cls": 0.04141902329865843, "loss_rpn_cls": 0.00130853174675849, "loss_rpn_loc": 0.0014650705561507493, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5399632181506604, "total_loss": 0.0518046793528697}
{"data_time": 0.0037414440885186195, "eta_seconds": 34586.92657246906, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.39166666666666666, "fast_rcnn/fg_cls_accuracy": 0.5726190476190476, "iteration": 175719, "loss_box_reg": 0.007221149891847745, "loss_cls": 0.04423371120356023, "loss_rpn_cls": 0.000869527656760738, "loss_rpn_loc": 0.0021371302573243156, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5313893645070493, "total_loss": 0.05451372127549803}
{"data_time": 0.0042506426107138395, "eta_seconds": 34576.16540616099, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.22653958944281524, "fast_rcnn/fg_cls_accuracy": 0.7663636363636364, "iteration": 175739, "loss_box_reg": 0.007605156250065193, "loss_cls": 0.045020383200608194, "loss_rpn_cls": 0.001114199167204788, "loss_rpn_loc": 0.0017415549591532908, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377215836197138, "total_loss": 0.05566603109969037}
{"data_time": 0.004305683542042971, "eta_seconds": 34566.58761445084, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.30773955773955775, "fast_rcnn/fg_cls_accuracy": 0.6644385026737968, "iteration": 175759, "loss_box_reg": 0.007303763122763485, "loss_cls": 0.040597913204692304, "loss_rpn_cls": 0.0007063065382908462, "loss_rpn_loc": 0.0018836551171261817, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415922054089606, "total_loss": 0.05292676107040961}
{"data_time": 0.00472550536505878, "eta_seconds": 34552.080494083464, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1715542521994135, "fast_rcnn/fg_cls_accuracy": 0.7744755244755245, "iteration": 175779, "loss_box_reg": 0.007309680164325982, "loss_cls": 0.04311793815577403, "loss_rpn_cls": 0.0006439207174935291, "loss_rpn_loc": 0.002195562898123171, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5316651691682637, "total_loss": 0.05402632078119041}
{"data_time": 0.003956934437155724, "eta_seconds": 34542.6095069726, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4562807881773399, "fast_rcnn/fg_cls_accuracy": 0.5437192118226601, "iteration": 175799, "loss_box_reg": 0.008047764014918357, "loss_cls": 0.04281504324171692, "loss_rpn_cls": 0.0006773200091174658, "loss_rpn_loc": 0.0019262734076619381, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5370875743683428, "total_loss": 0.05360628397681921}
{"data_time": 0.004276106832548976, "eta_seconds": 34536.48068295652, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3704268292682927, "fast_rcnn/fg_cls_accuracy": 0.6295731707317074, "iteration": 175819, "loss_box_reg": 0.007595403876621276, "loss_cls": 0.042082929285243154, "loss_rpn_cls": 0.0011835456268727285, "loss_rpn_loc": 0.0018861816060962155, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5437320652417839, "total_loss": 0.053670966393099206}
{"data_time": 0.004048297181725502, "eta_seconds": 34526.91232147417, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29705882352941176, "fast_rcnn/fg_cls_accuracy": 0.6140429338103757, "iteration": 175839, "loss_box_reg": 0.007376865352853201, "loss_cls": 0.041882099700160325, "loss_rpn_cls": 0.0008508639951116947, "loss_rpn_loc": 0.0021630853807437234, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428154894616455, "total_loss": 0.05423072009585894}
{"data_time": 0.004637793637812138, "eta_seconds": 34516.37120707915, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42273795534665104, "fast_rcnn/fg_cls_accuracy": 0.5516409266409266, "iteration": 175859, "loss_box_reg": 0.007417156433803029, "loss_cls": 0.04264706597314216, "loss_rpn_cls": 0.0005425577286075622, "loss_rpn_loc": 0.002606236959763919, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5276072849519551, "total_loss": 0.05459380255373958}
{"data_time": 0.004306572023779154, "eta_seconds": 34500.25204198202, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.42058823529411765, "fast_rcnn/fg_cls_accuracy": 0.5508403361344538, "iteration": 175879, "loss_box_reg": 0.006908305687829852, "loss_cls": 0.041898713854607195, "loss_rpn_cls": 0.000521494269150935, "loss_rpn_loc": 0.0017802118672989309, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5323655174579471, "total_loss": 0.051424923977037906}
{"data_time": 0.003827399108558893, "eta_seconds": 34489.49105820386, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.17592592592592593, "fast_rcnn/fg_cls_accuracy": 0.8240740740740741, "iteration": 175899, "loss_box_reg": 0.008214491856051609, "loss_cls": 0.04383839026559144, "loss_rpn_cls": 0.0006221953191811735, "loss_rpn_loc": 0.0017733722816046793, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5346138628665358, "total_loss": 0.05426573971647031}
{"data_time": 0.003901723539456725, "eta_seconds": 34478.044887405355, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18993135011441648, "fast_rcnn/fg_cls_accuracy": 0.7790594498669032, "iteration": 175919, "loss_box_reg": 0.007438749948050827, "loss_cls": 0.041917298920452595, "loss_rpn_cls": 0.0006372255583073638, "loss_rpn_loc": 0.001962292390089715, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5466059404425323, "total_loss": 0.05383022765909118}
{"data_time": 0.003773784963414073, "eta_seconds": 34465.997548021376, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 175939, "loss_box_reg": 0.007248450769111514, "loss_cls": 0.0415718094445765, "loss_rpn_cls": 0.0011927469528814072, "loss_rpn_loc": 0.0018657279397302773, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397548095788807, "total_loss": 0.051596296691116095}
{"data_time": 0.0046128518879413605, "eta_seconds": 34453.497085316805, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.410427807486631, "fast_rcnn/fg_cls_accuracy": 0.5741758241758241, "iteration": 175959, "loss_box_reg": 0.00752673001261428, "loss_cls": 0.043284939776640385, "loss_rpn_cls": 0.0009926698903655051, "loss_rpn_loc": 0.0019197100882593077, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5355670985300094, "total_loss": 0.05430532112120545}
{"data_time": 0.003993963822722435, "eta_seconds": 34448.16628262936, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1318840579710145, "fast_rcnn/fg_cls_accuracy": 0.8601626016260162, "iteration": 175979, "loss_box_reg": 0.007771181815769523, "loss_cls": 0.04241714213276282, "loss_rpn_cls": 0.0009052587661244615, "loss_rpn_loc": 0.0021090601203468395, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5421375245787203, "total_loss": 0.053915720720397076}
{"data_time": 0.00398214440792799, "eta_seconds": 34439.62076299684, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2052139037433155, "fast_rcnn/fg_cls_accuracy": 0.7928921568627451, "iteration": 175999, "loss_box_reg": 0.007296836280147545, "loss_cls": 0.04400154482573271, "loss_rpn_cls": 0.0013881491146037206, "loss_rpn_loc": 0.002054964381386526, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.541177281877026, "total_loss": 0.055753643801807584}
{"data_time": 0.004016820807009935, "eta_seconds": 34430.04905223171, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4558270676691729, "fast_rcnn/fg_cls_accuracy": 0.5441729323308271, "iteration": 176019, "loss_box_reg": 0.007024805076071061, "loss_cls": 0.04306725668720901, "loss_rpn_cls": 0.0007653410406760486, "loss_rpn_loc": 0.0017294224344368558, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5324124428443611, "total_loss": 0.053580831237468374}
{"data_time": 0.0036325149703770876, "eta_seconds": 34413.48026783811, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2746615087040619, "fast_rcnn/fg_cls_accuracy": 0.7130534790109259, "iteration": 176039, "loss_box_reg": 0.007436435349518433, "loss_cls": 0.042501199059188366, "loss_rpn_cls": 0.0013347700582357902, "loss_rpn_loc": 0.002040828740064171, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5304472027346492, "total_loss": 0.054819868334789135}
{"data_time": 0.003951031249016523, "eta_seconds": 34407.33412301028, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42091836734693877, "fast_rcnn/fg_cls_accuracy": 0.5790816326530612, "iteration": 176059, "loss_box_reg": 0.007314573798794299, "loss_cls": 0.042781655967701226, "loss_rpn_cls": 0.000905691571006173, "loss_rpn_loc": 0.001718113271635957, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5441243550740182, "total_loss": 0.054570858614880535}
{"data_time": 0.004238990833982825, "eta_seconds": 34396.57190968143, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5505050505050505, "fast_rcnn/fg_cls_accuracy": 0.4292763157894737, "iteration": 176079, "loss_box_reg": 0.007179541338700801, "loss_cls": 0.04300705227069557, "loss_rpn_cls": 0.0007697899570757727, "loss_rpn_loc": 0.0029623185655509587, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330641800537705, "total_loss": 0.055512771950816386}
{"data_time": 0.0037399791181087494, "eta_seconds": 34422.89478646312, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3194249649368864, "fast_rcnn/fg_cls_accuracy": 0.6805750350631137, "iteration": 176099, "loss_box_reg": 0.0068514946033246815, "loss_cls": 0.04111656069289893, "loss_rpn_cls": 0.0006953105191769282, "loss_rpn_loc": 0.002280172429891536, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5468192670959979, "total_loss": 0.051626703543092844}
{"data_time": 0.0039016786031425, "eta_seconds": 34412.009251573356, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34216216216216216, "fast_rcnn/fg_cls_accuracy": 0.6578378378378378, "iteration": 176119, "loss_box_reg": 0.007215428093331866, "loss_cls": 0.04250790609512478, "loss_rpn_cls": 0.0009668738289292378, "loss_rpn_loc": 0.001996633240196388, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5386453573592007, "total_loss": 0.05236924111312646}
{"data_time": 0.003932769875973463, "eta_seconds": 34382.41845249664, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3151515151515152, "fast_rcnn/fg_cls_accuracy": 0.6112852664576802, "iteration": 176139, "loss_box_reg": 0.006836316373664886, "loss_cls": 0.04222684679552913, "loss_rpn_cls": 0.000938558453810856, "loss_rpn_loc": 0.0025212844611814944, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5361200540792197, "total_loss": 0.052009333970090665}
{"data_time": 0.0038465368561446667, "eta_seconds": 34367.24141003331, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4026001705029838, "fast_rcnn/fg_cls_accuracy": 0.5896358543417366, "iteration": 176159, "loss_box_reg": 0.007124357725842856, "loss_cls": 0.04449686477892101, "loss_rpn_cls": 0.0005701039527821194, "loss_rpn_loc": 0.0019935600794269703, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5406300008762628, "total_loss": 0.055172416006143976}
{"data_time": 0.0039272194262593985, "eta_seconds": 34342.76084303716, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4262820512820513, "fast_rcnn/fg_cls_accuracy": 0.5737179487179487, "iteration": 176179, "loss_box_reg": 0.007424332929076627, "loss_cls": 0.04697119374759495, "loss_rpn_cls": 0.00046886299946891086, "loss_rpn_loc": 0.002475079485520837, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5425591240637004, "total_loss": 0.06010823126759135}
{"data_time": 0.0041082934476435184, "eta_seconds": 34329.7895533971, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43212121212121213, "fast_rcnn/fg_cls_accuracy": 0.5678787878787879, "iteration": 176199, "loss_box_reg": 0.007297695934539661, "loss_cls": 0.04197492531966418, "loss_rpn_cls": 0.0012405987327639423, "loss_rpn_loc": 0.0020952621762262424, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5372071494348347, "total_loss": 0.05200854718509618}
{"data_time": 0.003945064963772893, "eta_seconds": 34327.114960632985, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.24071428571428571, "fast_rcnn/fg_cls_accuracy": 0.6607142857142858, "iteration": 176219, "loss_box_reg": 0.0072074712661560625, "loss_cls": 0.04079949879087508, "loss_rpn_cls": 0.0007916585640828089, "loss_rpn_loc": 0.002563136484241113, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.547897590091452, "total_loss": 0.05207912504897649}
{"data_time": 0.0038387011736631393, "eta_seconds": 34324.17536606779, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19615384615384618, "fast_rcnn/fg_cls_accuracy": 0.8038461538461539, "iteration": 176239, "loss_box_reg": 0.0072015494224615395, "loss_cls": 0.03998360445257276, "loss_rpn_cls": 0.0006717824609268064, "loss_rpn_loc": 0.0021295281512720976, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5374466089997441, "total_loss": 0.05089688233749712}
{"data_time": 0.0038411139976233244, "eta_seconds": 34338.22432803805, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4463963963963964, "fast_rcnn/fg_cls_accuracy": 0.5536036036036036, "iteration": 176259, "loss_box_reg": 0.0074918464524671435, "loss_cls": 0.04268722661072388, "loss_rpn_cls": 0.0007319187151324513, "loss_rpn_loc": 0.002219606312792166, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5417711546178907, "total_loss": 0.05185237399459197}
{"data_time": 0.0037979634944349527, "eta_seconds": 34327.450030701, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.1329004329004329, "fast_rcnn/fg_cls_accuracy": 0.8528138528138528, "iteration": 176279, "loss_box_reg": 0.006832551240222529, "loss_cls": 0.03843554595368914, "loss_rpn_cls": 0.0005687783482244413, "loss_rpn_loc": 0.0016445848377770744, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5332884700037539, "total_loss": 0.04865501517474513}
{"data_time": 0.004152811830863357, "eta_seconds": 34310.728758496, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2763888888888889, "fast_rcnn/fg_cls_accuracy": 0.7236111111111111, "iteration": 176299, "loss_box_reg": 0.008519622017047368, "loss_cls": 0.042753426590934396, "loss_rpn_cls": 0.000899084426691843, "loss_rpn_loc": 0.001624237254873151, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5348895385395736, "total_loss": 0.05312469616401927}
{"data_time": 0.0042258258908987045, "eta_seconds": 34304.27139758994, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34692513368983957, "fast_rcnn/fg_cls_accuracy": 0.6530748663101604, "iteration": 176319, "loss_box_reg": 0.0075514165218919516, "loss_cls": 0.044806930935010314, "loss_rpn_cls": 0.0012295358902179032, "loss_rpn_loc": 0.0023247285971592646, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5370276130270213, "total_loss": 0.05770969955869987}
{"data_time": 0.004219831433147192, "eta_seconds": 34262.37761064619, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2935064935064935, "fast_rcnn/fg_cls_accuracy": 0.7064935064935065, "iteration": 176339, "loss_box_reg": 0.007115519896615297, "loss_cls": 0.0418526700232178, "loss_rpn_cls": 0.000668535711469076, "loss_rpn_loc": 0.0019696973358804826, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.534960504155606, "total_loss": 0.052677725007669096}
{"data_time": 0.003567439503967762, "eta_seconds": 34245.90092307748, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.49121315192743764, "fast_rcnn/fg_cls_accuracy": 0.5087868480725624, "iteration": 176359, "loss_box_reg": 0.007709793280810118, "loss_cls": 0.04572775249835104, "loss_rpn_cls": 0.0013554552980394874, "loss_rpn_loc": 0.001872537934104912, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5306678935885429, "total_loss": 0.056392722418422636}
{"data_time": 0.003684889292344451, "eta_seconds": 34248.809789128136, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21746384872080088, "fast_rcnn/fg_cls_accuracy": 0.7825361512791991, "iteration": 176379, "loss_box_reg": 0.007220422266982496, "loss_cls": 0.04289978416636586, "loss_rpn_cls": 0.0010939680049659728, "loss_rpn_loc": 0.002294794559929869, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5455539063550532, "total_loss": 0.05527709174555184}
{"data_time": 0.004084688611328602, "eta_seconds": 34247.69808710972, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4626358695652174, "fast_rcnn/fg_cls_accuracy": 0.5373641304347826, "iteration": 176399, "loss_box_reg": 0.007398497982649133, "loss_cls": 0.04302610014565289, "loss_rpn_cls": 0.000787551496728156, "loss_rpn_loc": 0.0024782870004855795, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5431158626452088, "total_loss": 0.052461920304153864}
{"data_time": 0.0038125356659293175, "eta_seconds": 34250.40247059823, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34444444444444444, "fast_rcnn/fg_cls_accuracy": 0.6555555555555556, "iteration": 176419, "loss_box_reg": 0.007561172067653388, "loss_cls": 0.04260634715319611, "loss_rpn_cls": 0.0006969732305321941, "loss_rpn_loc": 0.002292336574100773, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5414217899087816, "total_loss": 0.05395692364209026}
{"data_time": 0.0037091050762683153, "eta_seconds": 34235.32174720592, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.13844086021505375, "fast_rcnn/fg_cls_accuracy": 0.8337813620071685, "iteration": 176439, "loss_box_reg": 0.007696534972637892, "loss_cls": 0.04099199711345136, "loss_rpn_cls": 0.0009657253643808872, "loss_rpn_loc": 0.0020035440702486085, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5279382804874331, "total_loss": 0.05248991555572502}
{"data_time": 0.00386792398057878, "eta_seconds": 34224.54931702162, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 176459, "loss_box_reg": 0.007624866397236474, "loss_cls": 0.04164585378021002, "loss_rpn_cls": 0.0004774117390979882, "loss_rpn_loc": 0.001980343360628467, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.53788823611103, "total_loss": 0.05458861172564866}
{"data_time": 0.004082946572452784, "eta_seconds": 34222.18942367006, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30914634146341463, "fast_rcnn/fg_cls_accuracy": 0.6204545454545455, "iteration": 176479, "loss_box_reg": 0.007666820136364549, "loss_cls": 0.041607053601183, "loss_rpn_cls": 0.0005581627121955535, "loss_rpn_loc": 0.002319311674000346, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5402484575752169, "total_loss": 0.05333238403841278}
{"data_time": 0.004110022913664579, "eta_seconds": 34214.499481894774, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.46413043478260874, "fast_rcnn/fg_cls_accuracy": 0.5060975609756098, "iteration": 176499, "loss_box_reg": 0.007429106335621327, "loss_cls": 0.04633238498354331, "loss_rpn_cls": 0.0006540740682794421, "loss_rpn_loc": 0.0024594822207291145, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5349588159006089, "total_loss": 0.057841832212545796}
{"data_time": 0.003828564193099737, "eta_seconds": 34198.15846265643, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39620596205962055, "fast_rcnn/fg_cls_accuracy": 0.6037940379403794, "iteration": 176519, "loss_box_reg": 0.007528578455094248, "loss_cls": 0.04335028841160238, "loss_rpn_cls": 0.0006323336311311323, "loss_rpn_loc": 0.0018872774562623817, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5331290569156408, "total_loss": 0.054153070451206986}
{"data_time": 0.0047767250798642635, "eta_seconds": 34169.34983025119, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4975, "fast_rcnn/fg_cls_accuracy": 0.5025, "iteration": 176539, "loss_box_reg": 0.008110068331006914, "loss_cls": 0.04369017749559134, "loss_rpn_cls": 0.0008943870835764756, "loss_rpn_loc": 0.0018977304389409255, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330397663637996, "total_loss": 0.05452147727191914}
{"data_time": 0.0046005211770534515, "eta_seconds": 34151.91119020572, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4861003861003861, "fast_rcnn/fg_cls_accuracy": 0.5138996138996139, "iteration": 176559, "loss_box_reg": 0.007233275740873069, "loss_cls": 0.04308043298078701, "loss_rpn_cls": 0.000765952891924826, "loss_rpn_loc": 0.0018825494844350033, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5328289400786161, "total_loss": 0.05471005568756482}
{"data_time": 0.0036600264720618725, "eta_seconds": 34147.81260276958, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21331738437001596, "fast_rcnn/fg_cls_accuracy": 0.786682615629984, "iteration": 176579, "loss_box_reg": 0.0072162105643656105, "loss_cls": 0.03844819706864655, "loss_rpn_cls": 0.0008642516701229397, "loss_rpn_loc": 0.002324229611986084, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538911504438147, "total_loss": 0.04976430198757953}
{"data_time": 0.0041496180929243565, "eta_seconds": 34137.04398902878, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4549731182795699, "fast_rcnn/fg_cls_accuracy": 0.54502688172043, "iteration": 176599, "loss_box_reg": 0.00800519937183708, "loss_cls": 0.044514883251395077, "loss_rpn_cls": 0.0007862635782203142, "loss_rpn_loc": 0.0022470030235126615, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539528583176434, "total_loss": 0.05658800640802042}
{"data_time": 0.0046963742934167385, "eta_seconds": 34132.62895941222, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4278267842822775, "fast_rcnn/fg_cls_accuracy": 0.5721732157177225, "iteration": 176619, "loss_box_reg": 0.0069577219255734235, "loss_cls": 0.044408182497136295, "loss_rpn_cls": 0.0006563292392911535, "loss_rpn_loc": 0.0021690003777621314, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408096394967288, "total_loss": 0.05526513344716477}
{"data_time": 0.004013265250250697, "eta_seconds": 34111.21095630294, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.34683239775461105, "fast_rcnn/fg_cls_accuracy": 0.6255813953488372, "iteration": 176639, "loss_box_reg": 0.0072563014982733876, "loss_cls": 0.04116727493237704, "loss_rpn_cls": 0.0005595675771701281, "loss_rpn_loc": 0.0022933037107577547, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5424120214302093, "total_loss": 0.051133953620933426}
{"data_time": 0.004219804657623172, "eta_seconds": 34097.17793264333, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.39057002111189304, "fast_rcnn/fg_cls_accuracy": 0.609429978888107, "iteration": 176659, "loss_box_reg": 0.007361445517744869, "loss_cls": 0.043672991334460676, "loss_rpn_cls": 0.000589876319565974, "loss_rpn_loc": 0.0016621401027805405, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5381796408910304, "total_loss": 0.053621888947589014}
{"data_time": 0.004112796857953072, "eta_seconds": 34089.67644077679, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4149184149184149, "fast_rcnn/fg_cls_accuracy": 0.5850815850815851, "iteration": 176679, "loss_box_reg": 0.007477439066860825, "loss_cls": 0.043001990707125515, "loss_rpn_cls": 0.000678217350525756, "loss_rpn_loc": 0.002162600450901664, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406394265592098, "total_loss": 0.054873953993592295}
{"data_time": 0.004029029048979282, "eta_seconds": 34075.64547945652, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.44362745098039214, "fast_rcnn/fg_cls_accuracy": 0.5285947712418301, "iteration": 176699, "loss_box_reg": 0.007859728008043021, "loss_cls": 0.044310982688330114, "loss_rpn_cls": 0.0007318641511915303, "loss_rpn_loc": 0.0024342314227396855, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.541623315308243, "total_loss": 0.05615941128576196}
{"data_time": 0.004155017901211977, "eta_seconds": 34079.24239592673, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3951219512195122, "fast_rcnn/fg_cls_accuracy": 0.6048780487804878, "iteration": 176719, "loss_box_reg": 0.007443510607117787, "loss_cls": 0.042828546720556915, "loss_rpn_cls": 0.001415106061131155, "loss_rpn_loc": 0.0018825134757207707, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5493958320003003, "total_loss": 0.054639296802406534}
{"data_time": 0.0048291555140167475, "eta_seconds": 34061.66369284317, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29569892473118276, "fast_rcnn/fg_cls_accuracy": 0.7043010752688172, "iteration": 176739, "loss_box_reg": 0.007298840529983863, "loss_cls": 0.042753564775921404, "loss_rpn_cls": 0.0010188485025537375, "loss_rpn_loc": 0.001803327928428189, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5353131538722664, "total_loss": 0.053993706889514215}
{"data_time": 0.003860689466819167, "eta_seconds": 34046.6074097245, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4617248062015504, "fast_rcnn/fg_cls_accuracy": 0.5174418604651163, "iteration": 176759, "loss_box_reg": 0.007500553358113393, "loss_cls": 0.04010974336415529, "loss_rpn_cls": 0.001036234147477444, "loss_rpn_loc": 0.0026377689391665626, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.536096167517826, "total_loss": 0.051905457129741706}
{"data_time": 0.003647265490144491, "eta_seconds": 34046.93009770522, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 176779, "loss_box_reg": 0.007136754124076106, "loss_cls": 0.04334527091123164, "loss_rpn_cls": 0.0010389683740754663, "loss_rpn_loc": 0.002316854139280622, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5413828056771308, "total_loss": 0.0540399662290838}
{"data_time": 0.004412386333569884, "eta_seconds": 34035.20636512921, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3712121212121212, "fast_rcnn/fg_cls_accuracy": 0.6287878787878788, "iteration": 176799, "loss_box_reg": 0.007185049675172195, "loss_cls": 0.04487242677714676, "loss_rpn_cls": 0.0007821564081496035, "loss_rpn_loc": 0.0017910067472257651, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.535097143612802, "total_loss": 0.054260882633116125}
{"data_time": 0.004425367573276162, "eta_seconds": 34022.44020431675, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6428571428571428, "iteration": 176819, "loss_box_reg": 0.007534647302236408, "loss_cls": 0.045543283806182444, "loss_rpn_cls": 0.0007021653500487446, "loss_rpn_loc": 0.001856947554188082, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5380308139137924, "total_loss": 0.05575857200346945}
{"data_time": 0.0037527214735746384, "eta_seconds": 34000.28189330269, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.41099163679808837, "fast_rcnn/fg_cls_accuracy": 0.5890083632019116, "iteration": 176839, "loss_box_reg": 0.007686065859161317, "loss_cls": 0.0397167302435264, "loss_rpn_cls": 0.0007538842609164931, "loss_rpn_loc": 0.0015665388673369307, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.536402843426913, "total_loss": 0.05284544528188917}
{"data_time": 0.004736703354865313, "eta_seconds": 33992.771120909136, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49242424242424243, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 176859, "loss_box_reg": 0.007757504252367653, "loss_cls": 0.041966477409005165, "loss_rpn_cls": 0.0009645614235864741, "loss_rpn_loc": 0.0025684961838123854, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5376134964171797, "total_loss": 0.05384207767906446}
{"data_time": 0.004578434396535158, "eta_seconds": 33992.124507101486, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30180180180180183, "fast_rcnn/fg_cls_accuracy": 0.6981981981981982, "iteration": 176879, "loss_box_reg": 0.007374552893452346, "loss_cls": 0.03895259273122065, "loss_rpn_cls": 0.0012584953428813606, "loss_rpn_loc": 0.002334217131647165, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392851552460343, "total_loss": 0.05093687089515697}
{"data_time": 0.004015506943687797, "eta_seconds": 33983.83346798434, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3114224137931034, "fast_rcnn/fg_cls_accuracy": 0.6885775862068966, "iteration": 176899, "loss_box_reg": 0.007602153404150158, "loss_cls": 0.04534201149363071, "loss_rpn_cls": 0.00046652538503622054, "loss_rpn_loc": 0.0019480570863379398, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382017565425485, "total_loss": 0.05548264088747601}
{"data_time": 0.004220598144456744, "eta_seconds": 33964.74616917595, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3951878707976269, "fast_rcnn/fg_cls_accuracy": 0.6048121292023731, "iteration": 176919, "loss_box_reg": 0.007198278472060338, "loss_cls": 0.044307901174761355, "loss_rpn_cls": 0.0007744798019757582, "loss_rpn_loc": 0.0021506743069039658, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5371610925067216, "total_loss": 0.053928186776033726}
{"data_time": 0.003942345501855016, "eta_seconds": 33947.65177687048, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3749034749034749, "fast_rcnn/fg_cls_accuracy": 0.625096525096525, "iteration": 176939, "loss_box_reg": 0.007215710444143042, "loss_cls": 0.04262190029839985, "loss_rpn_cls": 0.0005022764871682739, "loss_rpn_loc": 0.002065419064820162, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.536819071508944, "total_loss": 0.05314079941513228}
{"data_time": 0.003839072771370411, "eta_seconds": 33936.8851693708, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3973684210526316, "fast_rcnn/fg_cls_accuracy": 0.6026315789473684, "iteration": 176959, "loss_box_reg": 0.008143803686834872, "loss_cls": 0.04158484225627035, "loss_rpn_cls": 0.0010085584783610102, "loss_rpn_loc": 0.0025748041589395143, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5370242635253817, "total_loss": 0.05310560259277963}
{"data_time": 0.004069567192345858, "eta_seconds": 33905.33035081113, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.45324283559577677, "fast_rcnn/fg_cls_accuracy": 0.5467571644042233, "iteration": 176979, "loss_box_reg": 0.008012229722226039, "loss_cls": 0.044568954734131694, "loss_rpn_cls": 0.0006445774738068621, "loss_rpn_loc": 0.0022871035489515634, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.534460584865883, "total_loss": 0.058357185758950436}
{"data_time": 0.004752680426463485, "eta_seconds": 33886.15808079974, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4083011583011583, "fast_rcnn/fg_cls_accuracy": 0.5916988416988418, "iteration": 176999, "loss_box_reg": 0.008480064017931, "loss_cls": 0.0437922804558184, "loss_rpn_cls": 0.0005313318640389753, "loss_rpn_loc": 0.0019366459691809723, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5340722305700183, "total_loss": 0.05503878641576421}
{"data_time": 0.003953658509999514, "eta_seconds": 33883.810330277774, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38207070707070706, "fast_rcnn/fg_cls_accuracy": 0.617929292929293, "iteration": 177019, "loss_box_reg": 0.006957576697459444, "loss_cls": 0.04134658648399636, "loss_rpn_cls": 0.00044541830402522464, "loss_rpn_loc": 0.0019375335396034643, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5440024689305574, "total_loss": 0.05176720270264923}
{"data_time": 0.004801956471055746, "eta_seconds": 33879.27151520667, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3613899613899614, "fast_rcnn/fg_cls_accuracy": 0.6386100386100386, "iteration": 177039, "loss_box_reg": 0.007338927767705172, "loss_cls": 0.04086748487316072, "loss_rpn_cls": 0.0012955535198102552, "loss_rpn_loc": 0.0016582158550590975, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360512435436249, "total_loss": 0.05070879488789615}
{"data_time": 0.004484697710722685, "eta_seconds": 33862.29030974442, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3647450110864745, "fast_rcnn/fg_cls_accuracy": 0.6352549889135255, "iteration": 177059, "loss_box_reg": 0.007292100126505829, "loss_cls": 0.040838280867319554, "loss_rpn_cls": 0.0006635979685825077, "loss_rpn_loc": 0.0015893013551249169, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.535435906611383, "total_loss": 0.05090927369792553}
{"data_time": 0.004739639349281788, "eta_seconds": 33857.53141174186, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4935897435897436, "fast_rcnn/fg_cls_accuracy": 0.49390243902439024, "iteration": 177079, "loss_box_reg": 0.007223814784083515, "loss_cls": 0.043011993169784546, "loss_rpn_cls": 0.0004581384371533659, "loss_rpn_loc": 0.002451425849358202, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5393491596914828, "total_loss": 0.055895614727603515}
{"data_time": 0.004109051777049899, "eta_seconds": 33836.18621395505, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43487394957983194, "fast_rcnn/fg_cls_accuracy": 0.5651260504201681, "iteration": 177099, "loss_box_reg": 0.007086001103743911, "loss_cls": 0.044524900149554014, "loss_rpn_cls": 0.0011036282318457324, "loss_rpn_loc": 0.001970935736608226, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5392961776815355, "total_loss": 0.05355252744925565}
{"data_time": 0.0036630865652114153, "eta_seconds": 33821.264453484444, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40454545454545454, "fast_rcnn/fg_cls_accuracy": 0.5954545454545455, "iteration": 177119, "loss_box_reg": 0.008187377359718084, "loss_cls": 0.043521544081158936, "loss_rpn_cls": 0.0007161110190736508, "loss_rpn_loc": 0.002345781249459833, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5355453176889569, "total_loss": 0.05677366701036135}
{"data_time": 0.004126275889575481, "eta_seconds": 33810.50722492463, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3907563025210084, "fast_rcnn/fg_cls_accuracy": 0.6092436974789917, "iteration": 177139, "loss_box_reg": 0.007288011518539861, "loss_cls": 0.04342662438284606, "loss_rpn_cls": 0.0009138733198597038, "loss_rpn_loc": 0.0021025489095336525, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5348273394629359, "total_loss": 0.05381996960932156}
{"data_time": 0.004369590664282441, "eta_seconds": 33799.749996364815, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4011437908496732, "fast_rcnn/fg_cls_accuracy": 0.5988562091503268, "iteration": 177159, "loss_box_reg": 0.008397444820730016, "loss_cls": 0.0446818812051788, "loss_rpn_cls": 0.0005547329235469078, "loss_rpn_loc": 0.002239196865048143, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375781313050538, "total_loss": 0.05870100595063832}
{"data_time": 0.00414269370958209, "eta_seconds": 33788.86359982472, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3963046757164404, "fast_rcnn/fg_cls_accuracy": 0.6036953242835597, "iteration": 177179, "loss_box_reg": 0.007266600296134129, "loss_cls": 0.042006453848443925, "loss_rpn_cls": 0.0011305904801020006, "loss_rpn_loc": 0.002189272207033355, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.536887968191877, "total_loss": 0.052701492977121234}
{"data_time": 0.003709051525220275, "eta_seconds": 33774.90477986913, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3556547619047619, "fast_rcnn/fg_cls_accuracy": 0.6443452380952381, "iteration": 177199, "loss_box_reg": 0.007694819010794163, "loss_cls": 0.04338359861867502, "loss_rpn_cls": 0.0006677925123881323, "loss_rpn_loc": 0.002084315063257236, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5354823702946305, "total_loss": 0.05406836394729453}
{"data_time": 0.004403634928166866, "eta_seconds": 33735.6618416165, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.27083333333333337, "fast_rcnn/fg_cls_accuracy": 0.7291666666666666, "iteration": 177219, "loss_box_reg": 0.00683706697600428, "loss_cls": 0.04008479887852445, "loss_rpn_cls": 0.00072357112503596, "loss_rpn_loc": 0.0015391341366921552, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5325925061479211, "total_loss": 0.051745703451274494}
{"data_time": 0.0040012013632804155, "eta_seconds": 33724.91474875668, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.358974358974359, "fast_rcnn/fg_cls_accuracy": 0.641025641025641, "iteration": 177239, "loss_box_reg": 0.007203881425084546, "loss_cls": 0.04347175685688853, "loss_rpn_cls": 0.0010451246716911555, "loss_rpn_loc": 0.001700833041468286, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5410931389778852, "total_loss": 0.055333766299554554}
{"data_time": 0.004080773564055562, "eta_seconds": 33710.496863120236, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3204584040747029, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 177259, "loss_box_reg": 0.007292759924894199, "loss_cls": 0.04289769474416971, "loss_rpn_cls": 0.0006830237673511874, "loss_rpn_loc": 0.001770858276358922, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379652406554669, "total_loss": 0.053006493430274304}
{"data_time": 0.004075359320268035, "eta_seconds": 33705.93113073497, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34285714285714286, "fast_rcnn/fg_cls_accuracy": 0.6571428571428571, "iteration": 177279, "loss_box_reg": 0.007237209225422703, "loss_cls": 0.04203603323549032, "loss_rpn_cls": 0.0007120648972431809, "loss_rpn_loc": 0.001982939793379046, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5377505293581635, "total_loss": 0.05365240800256288}
{"data_time": 0.0041140359826385975, "eta_seconds": 33704.99117906927, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4467787114845938, "fast_rcnn/fg_cls_accuracy": 0.5515873015873016, "iteration": 177299, "loss_box_reg": 0.007717780972598121, "loss_cls": 0.04069540533237159, "loss_rpn_cls": 0.0008934714692259149, "loss_rpn_loc": 0.002465298494826129, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5417459036689252, "total_loss": 0.053239634971419036}
{"data_time": 0.0042501650750637054, "eta_seconds": 33690.293632128974, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.42986111111111114, "fast_rcnn/fg_cls_accuracy": 0.5701388888888889, "iteration": 177319, "loss_box_reg": 0.008744590100832283, "loss_cls": 0.04352327642845921, "loss_rpn_cls": 0.000617442538555224, "loss_rpn_loc": 0.0016324269763572374, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5322553908918053, "total_loss": 0.055179731301635115}
{"data_time": 0.004238975699990988, "eta_seconds": 33679.54386947933, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3294573643410853, "fast_rcnn/fg_cls_accuracy": 0.6260162601626016, "iteration": 177339, "loss_box_reg": 0.007283021695911884, "loss_cls": 0.043369262624764815, "loss_rpn_cls": 0.001122207374919526, "loss_rpn_loc": 0.0023112493217922747, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5375030420254916, "total_loss": 0.055198776172119324}
{"data_time": 0.004045573994517326, "eta_seconds": 33688.94692736794, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3165266106442577, "fast_rcnn/fg_cls_accuracy": 0.6503472222222222, "iteration": 177359, "loss_box_reg": 0.006600746579351835, "loss_cls": 0.04010848770849407, "loss_rpn_cls": 0.0012878496964816577, "loss_rpn_loc": 0.001867814891738817, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436808997765183, "total_loss": 0.05099424062700564}
{"data_time": 0.003856983035802841, "eta_seconds": 33658.04434418003, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18007662835249041, "fast_rcnn/fg_cls_accuracy": 0.7881773399014778, "iteration": 177379, "loss_box_reg": 0.007275552517967299, "loss_cls": 0.041527427500113845, "loss_rpn_cls": 0.000602828396267796, "loss_rpn_loc": 0.0016494033352500992, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377868101932108, "total_loss": 0.05267613512233993}
{"data_time": 0.0045947537291795015, "eta_seconds": 33645.53815462743, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.45553359683794464, "fast_rcnn/fg_cls_accuracy": 0.5444664031620553, "iteration": 177399, "loss_box_reg": 0.0067752440518233925, "loss_cls": 0.04247426788788289, "loss_rpn_cls": 0.0005227263947062966, "loss_rpn_loc": 0.0027938917410210706, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418650263454765, "total_loss": 0.054104617201460314}
{"data_time": 0.004992707632482052, "eta_seconds": 33617.87528550043, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 177419, "loss_box_reg": 0.00802540936274454, "loss_cls": 0.04534459882415831, "loss_rpn_cls": 0.0006360164417174019, "loss_rpn_loc": 0.0019352842136868276, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5329974933993071, "total_loss": 0.05454932411120694}
{"data_time": 0.004144276957958937, "eta_seconds": 33617.443820158485, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.5249999999999999, "fast_rcnn/fg_cls_accuracy": 0.475, "iteration": 177439, "loss_box_reg": 0.007136464555514976, "loss_cls": 0.04047250805888325, "loss_rpn_cls": 0.0006966088296849193, "loss_rpn_loc": 0.0020875801656075055, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5354538385290653, "total_loss": 0.05114674477454173}
{"data_time": 0.004061026964336634, "eta_seconds": 33606.696727298666, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34710424710424714, "fast_rcnn/fg_cls_accuracy": 0.6243243243243244, "iteration": 177459, "loss_box_reg": 0.007752394070848823, "loss_cls": 0.041451975353993475, "loss_rpn_cls": 0.0003430840097280452, "loss_rpn_loc": 0.0019957691947638523, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5394550431519747, "total_loss": 0.05290772622674922}
{"data_time": 0.004277113825082779, "eta_seconds": 33578.474015748594, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.42833333333333334, "fast_rcnn/fg_cls_accuracy": 0.5716666666666668, "iteration": 177479, "loss_box_reg": 0.0070010985364206135, "loss_cls": 0.04245835111942142, "loss_rpn_cls": 0.00042566771685415006, "loss_rpn_loc": 0.002241843965748558, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.536554251331836, "total_loss": 0.052360176913680334}
{"data_time": 0.004051483003422618, "eta_seconds": 33567.73251320841, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4705159705159705, "fast_rcnn/fg_cls_accuracy": 0.5294840294840295, "iteration": 177499, "loss_box_reg": 0.0076083655876573175, "loss_cls": 0.04238421004265547, "loss_rpn_cls": 0.0011921250255682025, "loss_rpn_loc": 0.002002537439693697, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356909518595785, "total_loss": 0.053948731853324716}
{"data_time": 0.003877112176269293, "eta_seconds": 33599.155750825536, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3817523056653491, "fast_rcnn/fg_cls_accuracy": 0.6182476943346509, "iteration": 177519, "loss_box_reg": 0.007468447322025895, "loss_cls": 0.042991634050849825, "loss_rpn_cls": 0.0007794977486241805, "loss_rpn_loc": 0.0017004882374749286, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5431954895611852, "total_loss": 0.053427804074146934}
{"data_time": 0.004264249466359615, "eta_seconds": 33586.22691760026, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3811684628474192, "fast_rcnn/fg_cls_accuracy": 0.6048780487804878, "iteration": 177539, "loss_box_reg": 0.008008116419659927, "loss_cls": 0.04145532159600407, "loss_rpn_cls": 0.00107183919635645, "loss_rpn_loc": 0.0021013553596276324, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.533172446070239, "total_loss": 0.051509266550738175}
{"data_time": 0.0036989818327128887, "eta_seconds": 33567.76663839747, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.266025641025641, "fast_rcnn/fg_cls_accuracy": 0.69570905285191, "iteration": 177559, "loss_box_reg": 0.0074102804937865585, "loss_cls": 0.043104041018523276, "loss_rpn_cls": 0.0009302231457013477, "loss_rpn_loc": 0.002371764794588671, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358857177197933, "total_loss": 0.05480004793423632}
{"data_time": 0.004046649904921651, "eta_seconds": 33557.01480334089, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.36038961038961037, "fast_rcnn/fg_cls_accuracy": 0.6396103896103896, "iteration": 177579, "loss_box_reg": 0.007014809641987085, "loss_cls": 0.0408196565695107, "loss_rpn_cls": 0.0006654129022649613, "loss_rpn_loc": 0.00212326192195178, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.537331172497943, "total_loss": 0.051524736445458075}
{"data_time": 0.0038566505536437035, "eta_seconds": 33546.26296828431, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4861111111111111, "fast_rcnn/fg_cls_accuracy": 0.5138888888888888, "iteration": 177599, "loss_box_reg": 0.007556199940154329, "loss_cls": 0.04388828459195793, "loss_rpn_cls": 0.0006063767532396014, "loss_rpn_loc": 0.0020860614777120645, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413969301152974, "total_loss": 0.05567118178828423}
{"data_time": 0.004248009063303471, "eta_seconds": 33543.2097044047, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43487394957983194, "fast_rcnn/fg_cls_accuracy": 0.5571895424836601, "iteration": 177619, "loss_box_reg": 0.006876624247524887, "loss_cls": 0.04147398623172194, "loss_rpn_cls": 0.000885018194821896, "loss_rpn_loc": 0.0020211074479448143, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5438039691653103, "total_loss": 0.052537774228085254}
{"data_time": 0.004146254854276776, "eta_seconds": 33516.547736629145, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30518617021276595, "fast_rcnn/fg_cls_accuracy": 0.694813829787234, "iteration": 177639, "loss_box_reg": 0.006915546109667048, "loss_cls": 0.043747440562583506, "loss_rpn_cls": 0.0010017297292961302, "loss_rpn_loc": 0.002194616143242456, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5312381414696574, "total_loss": 0.05634525143608471}
{"data_time": 0.004153261426836252, "eta_seconds": 33505.79853512929, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2924242424242424, "fast_rcnn/fg_cls_accuracy": 0.6669960474308301, "iteration": 177659, "loss_box_reg": 0.007653751905309036, "loss_cls": 0.042780846590176225, "loss_rpn_cls": 0.0009139832109212875, "loss_rpn_loc": 0.002023817851295462, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5416923393495381, "total_loss": 0.05415661746440037}
{"data_time": 0.003973351558670402, "eta_seconds": 33495.04933362943, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3555555555555555, "fast_rcnn/fg_cls_accuracy": 0.6444444444444444, "iteration": 177679, "loss_box_reg": 0.006957837482332252, "loss_cls": 0.0430320727173239, "loss_rpn_cls": 0.0009760051427747385, "loss_rpn_loc": 0.0017037583784258459, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432421755976975, "total_loss": 0.0538043637576493}
{"data_time": 0.004401161568239331, "eta_seconds": 33481.928324428154, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.28239202657807305, "fast_rcnn/fg_cls_accuracy": 0.717607973421927, "iteration": 177699, "loss_box_reg": 0.007160955894505605, "loss_cls": 0.042995380790671334, "loss_rpn_cls": 0.0005781102197488508, "loss_rpn_loc": 0.002240382531454088, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5376946327742189, "total_loss": 0.05453422543303077}
{"data_time": 0.004234398016706109, "eta_seconds": 33443.975278380094, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.28526315789473683, "fast_rcnn/fg_cls_accuracy": 0.5859574468085107, "iteration": 177719, "loss_box_reg": 0.008238737500505522, "loss_cls": 0.04159385582897812, "loss_rpn_cls": 0.0007800104616535464, "loss_rpn_loc": 0.0023487347698392114, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5299905058927834, "total_loss": 0.052908353016505316}
{"data_time": 0.004046743968501687, "eta_seconds": 33451.31911871885, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3965802537231109, "fast_rcnn/fg_cls_accuracy": 0.6034197462768891, "iteration": 177739, "loss_box_reg": 0.007770467142108828, "loss_cls": 0.042969463975168765, "loss_rpn_cls": 0.0008150479136475042, "loss_rpn_loc": 0.002685619667317951, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5416789015289396, "total_loss": 0.0554247763479907}
{"data_time": 0.0037553098518401384, "eta_seconds": 33449.683004136896, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.46319444444444446, "fast_rcnn/fg_cls_accuracy": 0.5368055555555555, "iteration": 177759, "loss_box_reg": 0.007330384949455038, "loss_cls": 0.0421813172288239, "loss_rpn_cls": 0.0008698353468616915, "loss_rpn_loc": 0.0022785684541304363, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381567792501301, "total_loss": 0.054220534426590916}
{"data_time": 0.004250543192028999, "eta_seconds": 33429.828092799755, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.343980343980344, "fast_rcnn/fg_cls_accuracy": 0.6181818181818182, "iteration": 177779, "loss_box_reg": 0.0070575000427197665, "loss_cls": 0.039808566303690895, "loss_rpn_cls": 0.001271012685720052, "loss_rpn_loc": 0.0023344165638263803, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5368443967308849, "total_loss": 0.05094346391808813}
{"data_time": 0.0043288476299494505, "eta_seconds": 33410.18057140871, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.34292763157894735, "fast_rcnn/fg_cls_accuracy": 0.6570723684210527, "iteration": 177799, "loss_box_reg": 0.007451549347024411, "loss_cls": 0.04104908020235598, "loss_rpn_cls": 0.0007167548282041025, "loss_rpn_loc": 0.0020139970365562476, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5344896228052676, "total_loss": 0.051948310672784714}
{"data_time": 0.004228334873914719, "eta_seconds": 33393.43479538034, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.240625, "fast_rcnn/fg_cls_accuracy": 0.759375, "iteration": 177819, "loss_box_reg": 0.007652521802810952, "loss_cls": 0.04211506154388189, "loss_rpn_cls": 0.0007416908031245839, "loss_rpn_loc": 0.0022943494659557473, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5305274205747992, "total_loss": 0.053116875868170155}
{"data_time": 0.0036123301833868027, "eta_seconds": 33386.25596421608, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3710526315789474, "fast_rcnn/fg_cls_accuracy": 0.6289473684210527, "iteration": 177839, "loss_box_reg": 0.007464713329682127, "loss_cls": 0.04283878346905112, "loss_rpn_cls": 0.0008097901137489316, "loss_rpn_loc": 0.0021076788507343736, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371137598995119, "total_loss": 0.052837981684774604}
{"data_time": 0.0038356157019734383, "eta_seconds": 33377.95261953841, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5393939393939393, "fast_rcnn/fg_cls_accuracy": 0.45072463768115945, "iteration": 177859, "loss_box_reg": 0.007509077462600544, "loss_cls": 0.0445832344412338, "loss_rpn_cls": 0.000605464949785528, "loss_rpn_loc": 0.0020263928854546975, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5419137487187982, "total_loss": 0.054647230673765534}
{"data_time": 0.004455856513231993, "eta_seconds": 33367.209968914976, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.41711229946524064, "fast_rcnn/fg_cls_accuracy": 0.5601604278074866, "iteration": 177879, "loss_box_reg": 0.006564051596797071, "loss_cls": 0.0436239754781127, "loss_rpn_cls": 0.0008673217480463791, "loss_rpn_loc": 0.0025841518699962762, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.53878855984658, "total_loss": 0.05422274333909627}
{"data_time": 0.004500143229961395, "eta_seconds": 33356.46731829154, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4400921658986175, "fast_rcnn/fg_cls_accuracy": 0.5599078341013825, "iteration": 177899, "loss_box_reg": 0.007526716944994405, "loss_cls": 0.04453611691133119, "loss_rpn_cls": 0.0007278126661276474, "loss_rpn_loc": 0.0021048297094239388, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5374094741418958, "total_loss": 0.05722593871189474}
{"data_time": 0.004474223125725985, "eta_seconds": 33343.28850106173, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3188405797101449, "fast_rcnn/fg_cls_accuracy": 0.681159420289855, "iteration": 177919, "loss_box_reg": 0.008286843745736405, "loss_cls": 0.044720169506035745, "loss_rpn_cls": 0.0013079747782285267, "loss_rpn_loc": 0.0023298634550883435, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5346131233964115, "total_loss": 0.055969191993028744}
{"data_time": 0.004035924794152379, "eta_seconds": 33332.546635273146, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.26334026334026334, "fast_rcnn/fg_cls_accuracy": 0.7366597366597367, "iteration": 177939, "loss_box_reg": 0.007079956587404013, "loss_cls": 0.040837922133505344, "loss_rpn_cls": 0.000369114412777094, "loss_rpn_loc": 0.0021241273534542415, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53545429604128, "total_loss": 0.05139024175855411}
{"data_time": 0.0039006085135042667, "eta_seconds": 33324.23936642124, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4049707602339181, "fast_rcnn/fg_cls_accuracy": 0.5950292397660819, "iteration": 177959, "loss_box_reg": 0.006923502718564123, "loss_cls": 0.0415383719955571, "loss_rpn_cls": 0.0006979736962762217, "loss_rpn_loc": 0.0017869257917482173, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5390893484000117, "total_loss": 0.05121875378563345}
{"data_time": 0.0042922403663396835, "eta_seconds": 33343.225376399, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.48863636363636365, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 177979, "loss_box_reg": 0.0069250262167770416, "loss_cls": 0.04267794906627387, "loss_rpn_cls": 0.0006527254975878805, "loss_rpn_loc": 0.001857002085671411, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369205381721258, "total_loss": 0.053917577734296174}
{"data_time": 0.0042741934303194284, "eta_seconds": 33342.55602206988, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.41346153846153844, "fast_rcnn/fg_cls_accuracy": 0.5865384615384616, "iteration": 177999, "loss_box_reg": 0.007538997306255624, "loss_cls": 0.04470455995760858, "loss_rpn_cls": 0.000461600405998297, "loss_rpn_loc": 0.0021615366022160742, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5491146005224437, "total_loss": 0.055201008094741155}
{"data_time": 0.004061967832967639, "eta_seconds": 33335.84300864977, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.46023302938196553, "fast_rcnn/fg_cls_accuracy": 0.5397669706180345, "iteration": 178019, "loss_box_reg": 0.007238532925839536, "loss_cls": 0.042080346029251814, "loss_rpn_cls": 0.0010419890211323946, "loss_rpn_loc": 0.0023087077661330113, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436559715308249, "total_loss": 0.054712981135367045}
{"data_time": 0.004046353977173567, "eta_seconds": 33321.04504255531, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4330357142857143, "fast_rcnn/fg_cls_accuracy": 0.5669642857142857, "iteration": 178039, "loss_box_reg": 0.0073442371358396485, "loss_cls": 0.043993770610541105, "loss_rpn_cls": 0.0008672305572758887, "loss_rpn_loc": 0.001519871077107382, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5310183695983142, "total_loss": 0.055777628150906366}
{"data_time": 0.0038657402619719505, "eta_seconds": 33310.28955279803, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.40993788819875776, "fast_rcnn/fg_cls_accuracy": 0.5698051948051948, "iteration": 178059, "loss_box_reg": 0.0082436691300245, "loss_cls": 0.04199486633297056, "loss_rpn_cls": 0.0008434348115997636, "loss_rpn_loc": 0.002090928615871235, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5379756311886013, "total_loss": 0.05417623754453871}
{"data_time": 0.003960516070947051, "eta_seconds": 33289.4641900647, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.40909090909090906, "fast_rcnn/fg_cls_accuracy": 0.5909090909090909, "iteration": 178079, "loss_box_reg": 0.00720952263509389, "loss_cls": 0.041992326034232974, "loss_rpn_cls": 0.0005468604010729905, "loss_rpn_loc": 0.0029201491743151564, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.529384819092229, "total_loss": 0.05263949667556744}
{"data_time": 0.004287605872377753, "eta_seconds": 33270.35401469562, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.46411483253588515, "fast_rcnn/fg_cls_accuracy": 0.5278637770897833, "iteration": 178099, "loss_box_reg": 0.0070624043000862, "loss_cls": 0.04104931512847543, "loss_rpn_cls": 0.001019669387005706, "loss_rpn_loc": 0.0018389068718533963, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387226128950715, "total_loss": 0.05141664998939177}
{"data_time": 0.004522738745436072, "eta_seconds": 33274.35212193243, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4634453781512605, "fast_rcnn/fg_cls_accuracy": 0.5365546218487395, "iteration": 178119, "loss_box_reg": 0.007442870526574552, "loss_cls": 0.04228497261647135, "loss_rpn_cls": 0.00077209274775214, "loss_rpn_loc": 0.0019232018566981424, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390360921155661, "total_loss": 0.054861719793734665}
{"data_time": 0.004812251776456833, "eta_seconds": 33265.78549662535, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4356060606060606, "fast_rcnn/fg_cls_accuracy": 0.5643939393939394, "iteration": 178139, "loss_box_reg": 0.007538421370554715, "loss_cls": 0.040638280916027725, "loss_rpn_cls": 0.0007435677175635647, "loss_rpn_loc": 0.0021477507034433074, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538148983148858, "total_loss": 0.052098801734985045}
{"data_time": 0.00392581382766366, "eta_seconds": 33255.03048603819, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3335907335907336, "fast_rcnn/fg_cls_accuracy": 0.6664092664092665, "iteration": 178159, "loss_box_reg": 0.006854104140074924, "loss_cls": 0.042141534155234694, "loss_rpn_cls": 0.0006147207894287021, "loss_rpn_loc": 0.0018246429135615472, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5366721288301051, "total_loss": 0.05257035593308501}
{"data_time": 0.003971547586843371, "eta_seconds": 33247.18868451426, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32719638242894056, "fast_rcnn/fg_cls_accuracy": 0.6728036175710594, "iteration": 178179, "loss_box_reg": 0.007009179244050756, "loss_cls": 0.04231561691267416, "loss_rpn_cls": 0.0008215756695335585, "loss_rpn_loc": 0.0017234409970114939, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429050142411143, "total_loss": 0.05251502886716253}
{"data_time": 0.003952072933316231, "eta_seconds": 33242.88047385099, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3326167076167076, "fast_rcnn/fg_cls_accuracy": 0.6673832923832923, "iteration": 178199, "loss_box_reg": 0.0076781162060797215, "loss_cls": 0.04426984512247145, "loss_rpn_cls": 0.0011878460691150394, "loss_rpn_loc": 0.0016770185102359392, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5419168320950121, "total_loss": 0.05649036962267928}
{"data_time": 0.004377748118713498, "eta_seconds": 33245.04191060527, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.26325556733828204, "fast_rcnn/fg_cls_accuracy": 0.7367444326617179, "iteration": 178219, "loss_box_reg": 0.007467300049029291, "loss_cls": 0.04003282089252025, "loss_rpn_cls": 0.0012119031445649853, "loss_rpn_loc": 0.0018324795746593736, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5511479931883514, "total_loss": 0.05268949419200908}
{"data_time": 0.004212812054902315, "eta_seconds": 33232.15374230803, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 178239, "loss_box_reg": 0.007545516476966441, "loss_cls": 0.04238273552618921, "loss_rpn_cls": 0.0008567801777985551, "loss_rpn_loc": 0.0017397161664121086, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5303985481150448, "total_loss": 0.05188495620024014}
{"data_time": 0.0038888847921043634, "eta_seconds": 33206.76147846994, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3357371794871795, "fast_rcnn/fg_cls_accuracy": 0.6363022941970311, "iteration": 178259, "loss_box_reg": 0.0074803391471505165, "loss_cls": 0.043416754982899874, "loss_rpn_cls": 0.001013837753248481, "loss_rpn_loc": 0.002167077240301296, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5325366540346295, "total_loss": 0.05508555038977647}
{"data_time": 0.0041097120847553015, "eta_seconds": 33205.22723710374, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.33897058823529413, "fast_rcnn/fg_cls_accuracy": 0.661029411764706, "iteration": 178279, "loss_box_reg": 0.00701712365844287, "loss_cls": 0.043293825816363096, "loss_rpn_cls": 0.0005363577696471111, "loss_rpn_loc": 0.0018701009194046492, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5435464668553323, "total_loss": 0.05386719888593916}
{"data_time": 0.00406973366625607, "eta_seconds": 33201.99302255153, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4702702702702703, "fast_rcnn/fg_cls_accuracy": 0.4583011583011583, "iteration": 178299, "loss_box_reg": 0.007245719505590387, "loss_cls": 0.042292575002647936, "loss_rpn_cls": 0.0008267253292615351, "loss_rpn_loc": 0.0024682496186869685, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5453341675456613, "total_loss": 0.05490474535906742}
{"data_time": 0.003909792518243194, "eta_seconds": 33189.10760802613, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.30342136854741897, "fast_rcnn/fg_cls_accuracy": 0.5929144385026739, "iteration": 178319, "loss_box_reg": 0.006899880769196898, "loss_cls": 0.044278118934016675, "loss_rpn_cls": 0.0006190145741697961, "loss_rpn_loc": 0.0018677456282603089, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.533585465978831, "total_loss": 0.05410656259488178}
{"data_time": 0.0044316756539046764, "eta_seconds": 33180.468578524655, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.272883295194508, "fast_rcnn/fg_cls_accuracy": 0.727116704805492, "iteration": 178339, "loss_box_reg": 0.007770117445033975, "loss_cls": 0.04216171137522906, "loss_rpn_cls": 0.0006607963263149941, "loss_rpn_loc": 0.0022106954947958, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5358756019268185, "total_loss": 0.05335463425092257}
{"data_time": 0.0037230788730084896, "eta_seconds": 33150.385107037146, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3405797101449275, "fast_rcnn/fg_cls_accuracy": 0.6594202898550725, "iteration": 178359, "loss_box_reg": 0.007281893427716568, "loss_cls": 0.041285319544840604, "loss_rpn_cls": 0.0010028915564816998, "loss_rpn_loc": 0.0017245974486286286, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5337882307358086, "total_loss": 0.05146282563137561}
{"data_time": 0.00465577351860702, "eta_seconds": 33156.8230073147, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.28736710444027513, "fast_rcnn/fg_cls_accuracy": 0.7126328955597248, "iteration": 178379, "loss_box_reg": 0.00673186348285526, "loss_cls": 0.04359825374558568, "loss_rpn_cls": 0.0006213794673328721, "loss_rpn_loc": 0.0021154948881303426, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.550306448014453, "total_loss": 0.05359942014183616}
{"data_time": 0.004585498012602329, "eta_seconds": 33133.20891168574, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.45050685748360164, "fast_rcnn/fg_cls_accuracy": 0.5283114256825076, "iteration": 178399, "loss_box_reg": 0.007196150516392663, "loss_cls": 0.043572615657467395, "loss_rpn_cls": 0.0009285231735276511, "loss_rpn_loc": 0.0018521017864259193, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5371624550316483, "total_loss": 0.05680728175764216}
{"data_time": 0.0046173641458153725, "eta_seconds": 33135.29994017375, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4057017543859649, "fast_rcnn/fg_cls_accuracy": 0.5942982456140351, "iteration": 178419, "loss_box_reg": 0.007279140205355361, "loss_cls": 0.04281526949489489, "loss_rpn_cls": 0.0014395179567827654, "loss_rpn_loc": 0.001819309123675339, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385058545507491, "total_loss": 0.05339627435108696}
{"data_time": 0.0041354950517416, "eta_seconds": 33145.99275763077, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3117408906882591, "fast_rcnn/fg_cls_accuracy": 0.688259109311741, "iteration": 178439, "loss_box_reg": 0.007185135269537568, "loss_cls": 0.044124570209532976, "loss_rpn_cls": 0.0013041807521858573, "loss_rpn_loc": 0.0025832906867435668, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.543127593351528, "total_loss": 0.05478484773209402}
{"data_time": 0.0045484090223908424, "eta_seconds": 33128.9969451006, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4822916666666667, "fast_rcnn/fg_cls_accuracy": 0.5177083333333333, "iteration": 178459, "loss_box_reg": 0.007868814544053748, "loss_cls": 0.04038293519988656, "loss_rpn_cls": 0.00102746047105029, "loss_rpn_loc": 0.00197646352899028, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5273163539823145, "total_loss": 0.05145108448073188}
{"data_time": 0.0038801373448222876, "eta_seconds": 33118.23046521074, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.39242424242424245, "fast_rcnn/fg_cls_accuracy": 0.5479166666666666, "iteration": 178479, "loss_box_reg": 0.007814025419065729, "loss_cls": 0.04398458715877496, "loss_rpn_cls": 0.001085160200318569, "loss_rpn_loc": 0.0019363504979992285, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5340870388317853, "total_loss": 0.05564137704766381}
{"data_time": 0.004068810027092695, "eta_seconds": 33094.50613428606, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3558558558558559, "fast_rcnn/fg_cls_accuracy": 0.6076858108108107, "iteration": 178499, "loss_box_reg": 0.006880637156427838, "loss_cls": 0.04559792240615934, "loss_rpn_cls": 0.0006142579851484697, "loss_rpn_loc": 0.002308445211383514, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5320535039063543, "total_loss": 0.055301682981962585}
{"data_time": 0.004618062637746334, "eta_seconds": 33079.58199515194, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40009469696969696, "fast_rcnn/fg_cls_accuracy": 0.5746527777777778, "iteration": 178519, "loss_box_reg": 0.007670320526813157, "loss_cls": 0.04283564887009561, "loss_rpn_cls": 0.0005655421063579524, "loss_rpn_loc": 0.0017328228404949186, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5348928705789149, "total_loss": 0.05407148023869013}
{"data_time": 0.004231369122862816, "eta_seconds": 33071.83485574415, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4486607142857143, "fast_rcnn/fg_cls_accuracy": 0.5513392857142857, "iteration": 178539, "loss_box_reg": 0.007074891444062814, "loss_cls": 0.04277995182201266, "loss_rpn_cls": 0.0004326986488649709, "loss_rpn_loc": 0.002127746665792074, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354315114673227, "total_loss": 0.053504043784926125}
{"data_time": 0.003486714558675885, "eta_seconds": 33059.308097847505, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46549019607843134, "fast_rcnn/fg_cls_accuracy": 0.5345098039215687, "iteration": 178559, "loss_box_reg": 0.007597953808726743, "loss_cls": 0.040427046245895326, "loss_rpn_cls": 0.0006761652628597403, "loss_rpn_loc": 0.0019118390500807436, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5311541031114757, "total_loss": 0.051110265218653694}
{"data_time": 0.004247080301865935, "eta_seconds": 33048.546779477736, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.48155467720685113, "fast_rcnn/fg_cls_accuracy": 0.5184453227931489, "iteration": 178579, "loss_box_reg": 0.0073616063164081424, "loss_cls": 0.040645375120220706, "loss_rpn_cls": 0.0005922584875861503, "loss_rpn_loc": 0.0021393788683781167, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389213899616152, "total_loss": 0.05089213080384525}
{"data_time": 0.004261369118466973, "eta_seconds": 33025.63530440116, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4159090909090909, "fast_rcnn/fg_cls_accuracy": 0.5590909090909091, "iteration": 178599, "loss_box_reg": 0.007381746865576133, "loss_cls": 0.03985006979200989, "loss_rpn_cls": 0.0009439046805255202, "loss_rpn_loc": 0.0020941305283486145, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5335042469669133, "total_loss": 0.05242191540969543}
{"data_time": 0.003777808975428343, "eta_seconds": 32969.075349954655, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4035353535353535, "fast_rcnn/fg_cls_accuracy": 0.5782828282828283, "iteration": 178619, "loss_box_reg": 0.007722721158643253, "loss_cls": 0.046336420462466776, "loss_rpn_cls": 0.0005653472856010922, "loss_rpn_loc": 0.002024191146119847, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5314250683877617, "total_loss": 0.057614246322316376}
{"data_time": 0.004129610024392605, "eta_seconds": 32958.33291325602, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2792353823088456, "fast_rcnn/fg_cls_accuracy": 0.7207646176911544, "iteration": 178639, "loss_box_reg": 0.007408328732708469, "loss_cls": 0.04407575773075223, "loss_rpn_cls": 0.0007388084341073409, "loss_rpn_loc": 0.0016029623184294906, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335849549155682, "total_loss": 0.054386486283988233}
{"data_time": 0.004135969094932079, "eta_seconds": 32940.992676906986, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5513392857142857, "fast_rcnn/fg_cls_accuracy": 0.4486607142857143, "iteration": 178659, "loss_box_reg": 0.0071733875665813684, "loss_cls": 0.039320397772826254, "loss_rpn_cls": 0.0007088403097839091, "loss_rpn_loc": 0.002422283389023505, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5359302621800452, "total_loss": 0.05149375037547088}
{"data_time": 0.0042569388169795275, "eta_seconds": 32930.25239139586, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3042452830188679, "fast_rcnn/fg_cls_accuracy": 0.6721060683324834, "iteration": 178679, "loss_box_reg": 0.006900472930283286, "loss_cls": 0.0455913576297462, "loss_rpn_cls": 0.0009327153994718174, "loss_rpn_loc": 0.001836018967878772, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5397851809393615, "total_loss": 0.05660741452129514}
{"data_time": 0.004161743447184563, "eta_seconds": 32919.51210588473, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.40394088669950734, "fast_rcnn/fg_cls_accuracy": 0.5415282392026578, "iteration": 178699, "loss_box_reg": 0.006985285668633878, "loss_cls": 0.04464399380958639, "loss_rpn_cls": 0.0004547416501736734, "loss_rpn_loc": 0.0018357697390456451, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540066045243293, "total_loss": 0.0550164141826599}
{"data_time": 0.004394637420773506, "eta_seconds": 32935.6182250008, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.2800808897876643, "fast_rcnn/fg_cls_accuracy": 0.6856639247943596, "iteration": 178719, "loss_box_reg": 0.007488690869649872, "loss_cls": 0.042106247623451054, "loss_rpn_cls": 0.0006432527989090886, "loss_rpn_loc": 0.0016418387294834247, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5386605409439653, "total_loss": 0.05162278402326592}
{"data_time": 0.004197102040052414, "eta_seconds": 32904.62072976283, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.44281045751633985, "fast_rcnn/fg_cls_accuracy": 0.5571895424836601, "iteration": 178739, "loss_box_reg": 0.007649160877917893, "loss_cls": 0.04528841550927609, "loss_rpn_cls": 0.0006244708000622268, "loss_rpn_loc": 0.0029507097460736986, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5365159949287772, "total_loss": 0.056598664223059814}
{"data_time": 0.004473705077543855, "eta_seconds": 32887.29124935134, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4807445442875481, "fast_rcnn/fg_cls_accuracy": 0.5192554557124518, "iteration": 178759, "loss_box_reg": 0.008285092801088467, "loss_cls": 0.0444056162959896, "loss_rpn_cls": 0.0009009062149516467, "loss_rpn_loc": 0.0019696581348398468, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.535754312062636, "total_loss": 0.05591826718091397}
{"data_time": 0.004175432957708836, "eta_seconds": 32870.30235462799, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.25730471079308287, "fast_rcnn/fg_cls_accuracy": 0.7307692307692308, "iteration": 178779, "loss_box_reg": 0.007287627609912306, "loss_cls": 0.04304283275268972, "loss_rpn_cls": 0.0007080794901526133, "loss_rpn_loc": 0.002286400045704795, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5338716050609946, "total_loss": 0.055297458661812016}
{"data_time": 0.0037614365573972464, "eta_seconds": 32865.810678329086, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3072390572390572, "fast_rcnn/fg_cls_accuracy": 0.6927609427609427, "iteration": 178799, "loss_box_reg": 0.007499930332414806, "loss_cls": 0.04311522044008598, "loss_rpn_cls": 0.0005852951076121826, "loss_rpn_loc": 0.0020842058493144577, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5414374875836074, "total_loss": 0.05439477914143254}
{"data_time": 0.003748165676370263, "eta_seconds": 32872.24967835331, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16866866866866867, "fast_rcnn/fg_cls_accuracy": 0.8313313313313313, "iteration": 178819, "loss_box_reg": 0.007991300284629688, "loss_cls": 0.0380062211479526, "loss_rpn_cls": 0.0005136717978189154, "loss_rpn_loc": 0.0021800769682158716, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5395681362133473, "total_loss": 0.04949070033728731}
{"data_time": 0.004633511183783412, "eta_seconds": 32855.045482177986, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3867867867867868, "fast_rcnn/fg_cls_accuracy": 0.6114695340501792, "iteration": 178839, "loss_box_reg": 0.008175080292858183, "loss_cls": 0.04532810195814818, "loss_rpn_cls": 0.0006861929029469138, "loss_rpn_loc": 0.002119652495821356, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361688167322427, "total_loss": 0.05754602603053627}
{"data_time": 0.004353196593001485, "eta_seconds": 32844.30169267743, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3703304597701149, "fast_rcnn/fg_cls_accuracy": 0.5814950980392157, "iteration": 178859, "loss_box_reg": 0.007819451013347134, "loss_cls": 0.040192926418967545, "loss_rpn_cls": 0.0009580260773418559, "loss_rpn_loc": 0.0016795109186205082, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5386090965475887, "total_loss": 0.0517760764112154}
{"data_time": 0.004211823921650648, "eta_seconds": 32852.4793727037, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33611111111111114, "fast_rcnn/fg_cls_accuracy": 0.5850694444444444, "iteration": 178879, "loss_box_reg": 0.006844146279036067, "loss_cls": 0.045427906210534275, "loss_rpn_cls": 0.0008723139662834001, "loss_rpn_loc": 0.0014908976500009885, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392632568255067, "total_loss": 0.05463790589385553}
{"data_time": 0.00435012299567461, "eta_seconds": 32841.729391724104, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3877005347593583, "fast_rcnn/fg_cls_accuracy": 0.6122994652406417, "iteration": 178899, "loss_box_reg": 0.007409883663058281, "loss_cls": 0.04012859545764513, "loss_rpn_cls": 0.0006574752080155122, "loss_rpn_loc": 0.002452742310197209, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538089121459052, "total_loss": 0.051315111306621475}
{"data_time": 0.0041264500468969345, "eta_seconds": 32844.29690516298, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5735930735930737, "fast_rcnn/fg_cls_accuracy": 0.4264069264069264, "iteration": 178919, "loss_box_reg": 0.006615892256377265, "loss_cls": 0.04466210911050439, "loss_rpn_cls": 0.0011174004675922333, "loss_rpn_loc": 0.0021234101041045506, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369385625235736, "total_loss": 0.055131231422016924}
{"data_time": 0.004095176933333278, "eta_seconds": 32849.03841374698, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30249480249480254, "fast_rcnn/fg_cls_accuracy": 0.6572649572649573, "iteration": 178939, "loss_box_reg": 0.00725886519649066, "loss_cls": 0.0443007581634447, "loss_rpn_cls": 0.0008193238483045207, "loss_rpn_loc": 0.0020753111184603767, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423161499202251, "total_loss": 0.05486964781562165}
{"data_time": 0.00382654694840312, "eta_seconds": 32831.03041151678, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.26216216216216215, "fast_rcnn/fg_cls_accuracy": 0.7378378378378379, "iteration": 178959, "loss_box_reg": 0.007454424747265875, "loss_cls": 0.04416204255539924, "loss_rpn_cls": 0.0006521323596757611, "loss_rpn_loc": 0.0017546083818160696, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5381071204319596, "total_loss": 0.05524172095647373}
{"data_time": 0.004639295162633061, "eta_seconds": 32788.64626393886, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.18155136268343816, "fast_rcnn/fg_cls_accuracy": 0.8184486373165618, "iteration": 178979, "loss_box_reg": 0.006921996857272461, "loss_cls": 0.04209020780399442, "loss_rpn_cls": 0.0010279737955443125, "loss_rpn_loc": 0.0020045447345182765, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5351823719684035, "total_loss": 0.053609527746516505}
{"data_time": 0.00456542894244194, "eta_seconds": 32787.97948682611, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 178999, "loss_box_reg": 0.007137106033042073, "loss_cls": 0.04092273232527077, "loss_rpn_cls": 0.0009712570581683622, "loss_rpn_loc": 0.002168575154428254, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5443353590089828, "total_loss": 0.05277300879430413}
{"data_time": 0.004405569052323699, "eta_seconds": 32764.535294707865, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.4107142857142857, "fast_rcnn/fg_cls_accuracy": 0.5892857142857143, "iteration": 179019, "loss_box_reg": 0.007944499928271398, "loss_cls": 0.03923684876644984, "loss_rpn_cls": 0.0005721644112099966, "loss_rpn_loc": 0.0018426879496473703, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377456704154611, "total_loss": 0.04962405295134431}
{"data_time": 0.004130128771066666, "eta_seconds": 32774.75854589837, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38421052631578945, "fast_rcnn/fg_cls_accuracy": 0.6157894736842104, "iteration": 179039, "loss_box_reg": 0.007305690873181447, "loss_cls": 0.04195314273238182, "loss_rpn_cls": 0.0007714261593321226, "loss_rpn_loc": 0.0022207205274753505, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5397087128367275, "total_loss": 0.05335352366935808}
{"data_time": 0.0044444885570555925, "eta_seconds": 32755.72954388731, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5146627565982405, "fast_rcnn/fg_cls_accuracy": 0.48533724340175954, "iteration": 179059, "loss_box_reg": 0.007239469021442346, "loss_cls": 0.044773841043934226, "loss_rpn_cls": 0.000932086766113116, "loss_rpn_loc": 0.00213129643452703, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5340853221714497, "total_loss": 0.05518277455496445}
{"data_time": 0.0042454153299331665, "eta_seconds": 32760.003987380303, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4446381865736705, "fast_rcnn/fg_cls_accuracy": 0.5553618134263296, "iteration": 179079, "loss_box_reg": 0.007526370245614089, "loss_cls": 0.04485540254972875, "loss_rpn_cls": 0.0009061994248895644, "loss_rpn_loc": 0.002755180712483707, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5380795979872346, "total_loss": 0.05679265956780455}
{"data_time": 0.004120813915506005, "eta_seconds": 32762.963076851098, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3383940620782726, "fast_rcnn/fg_cls_accuracy": 0.6616059379217274, "iteration": 179099, "loss_box_reg": 0.007741248817183077, "loss_cls": 0.04204614693298936, "loss_rpn_cls": 0.0007196984821575825, "loss_rpn_loc": 0.0017665159866737667, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5422686964739114, "total_loss": 0.05283307903414425}
{"data_time": 0.004411512985825539, "eta_seconds": 32738.494160563685, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4194382852919438, "fast_rcnn/fg_cls_accuracy": 0.5805617147080562, "iteration": 179119, "loss_box_reg": 0.007032550318399444, "loss_cls": 0.03994873724877834, "loss_rpn_cls": 0.0005499742479742054, "loss_rpn_loc": 0.001938570600032108, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5339190154336393, "total_loss": 0.05102541409499395}
{"data_time": 0.004164552316069603, "eta_seconds": 32720.99506015191, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3054226475279107, "fast_rcnn/fg_cls_accuracy": 0.6297429620563035, "iteration": 179139, "loss_box_reg": 0.0076042209984734654, "loss_cls": 0.04269126977305859, "loss_rpn_cls": 0.0006659827588180178, "loss_rpn_loc": 0.002027116704994114, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364787690341473, "total_loss": 0.05418848069638216}
{"data_time": 0.003878882620483637, "eta_seconds": 32724.806392745348, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5916666666666667, "fast_rcnn/fg_cls_accuracy": 0.4083333333333333, "iteration": 179159, "loss_box_reg": 0.007584651437355205, "loss_cls": 0.04328494536457583, "loss_rpn_cls": 0.000650471680330611, "loss_rpn_loc": 0.0023295773553400068, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5469260865356773, "total_loss": 0.05377591030611484}
{"data_time": 0.0036036178935319185, "eta_seconds": 32706.229420338757, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.46177944862155385, "fast_rcnn/fg_cls_accuracy": 0.5382205513784462, "iteration": 179179, "loss_box_reg": 0.007532762349001132, "loss_cls": 0.042511968000326306, "loss_rpn_cls": 0.0005951257849119429, "loss_rpn_loc": 0.002869539807761612, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5445992494933307, "total_loss": 0.054990061899957254}
{"data_time": 0.004182273289188743, "eta_seconds": 32688.736968704034, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3546401515151515, "fast_rcnn/fg_cls_accuracy": 0.6453598484848485, "iteration": 179199, "loss_box_reg": 0.00804030716244597, "loss_cls": 0.04167170519940555, "loss_rpn_cls": 0.0008493774259932252, "loss_rpn_loc": 0.002149963846022729, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367731777951121, "total_loss": 0.05351301604082437}
{"data_time": 0.00400089449249208, "eta_seconds": 32677.984271554742, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3055555555555556, "fast_rcnn/fg_cls_accuracy": 0.5818713450292399, "iteration": 179219, "loss_box_reg": 0.00737292313715443, "loss_cls": 0.04419947951100767, "loss_rpn_cls": 0.0004995505395584132, "loss_rpn_loc": 0.0016802555765025318, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5402409660164267, "total_loss": 0.0542351240952712}
{"data_time": 0.00418783794157207, "eta_seconds": 32681.776453864994, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35912698412698413, "fast_rcnn/fg_cls_accuracy": 0.5678893178893178, "iteration": 179239, "loss_box_reg": 0.007078986323904246, "loss_cls": 0.04228635173058137, "loss_rpn_cls": 0.0006401251479246639, "loss_rpn_loc": 0.0020073761788808042, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5410573568660766, "total_loss": 0.05354134225467533}
{"data_time": 0.004133821930736303, "eta_seconds": 32690.180545863463, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6024633123689727, "iteration": 179259, "loss_box_reg": 0.007010752888163552, "loss_cls": 0.04118521459167823, "loss_rpn_cls": 0.001026147400807531, "loss_rpn_loc": 0.001703795818684739, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5416243385989219, "total_loss": 0.05251452121331113}
{"data_time": 0.003577226772904396, "eta_seconds": 32685.775964298286, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.29678362573099415, "fast_rcnn/fg_cls_accuracy": 0.7008009153318078, "iteration": 179279, "loss_box_reg": 0.006871513818623498, "loss_cls": 0.040478821319993585, "loss_rpn_cls": 0.0007341594271110807, "loss_rpn_loc": 0.0018935380194307072, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5465267070103437, "total_loss": 0.0494246514410861}
{"data_time": 0.003655909327790141, "eta_seconds": 32668.652957877843, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.3207482993197279, "fast_rcnn/fg_cls_accuracy": 0.6459183673469387, "iteration": 179299, "loss_box_reg": 0.007311684748856351, "loss_cls": 0.041836868156678975, "loss_rpn_cls": 0.0008684620673875543, "loss_rpn_loc": 0.0017569265964993974, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442703259177506, "total_loss": 0.05290415920569558}
{"data_time": 0.004011240554973483, "eta_seconds": 32664.24418717716, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4507692307692308, "fast_rcnn/fg_cls_accuracy": 0.5492307692307692, "iteration": 179319, "loss_box_reg": 0.007406269840430468, "loss_cls": 0.04630020586773753, "loss_rpn_cls": 0.0006547180396410113, "loss_rpn_loc": 0.001885003141069319, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377470341045409, "total_loss": 0.05684470788588669}
{"data_time": 0.004296575905755162, "eta_seconds": 32650.81758379424, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3002906976744186, "fast_rcnn/fg_cls_accuracy": 0.6686224489795918, "iteration": 179339, "loss_box_reg": 0.007124787225620821, "loss_cls": 0.041763530345633626, "loss_rpn_cls": 0.0007636544436309123, "loss_rpn_loc": 0.0026109837472176878, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368750877678394, "total_loss": 0.051318306387656776}
{"data_time": 0.003650847589597106, "eta_seconds": 32642.712410056032, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2608695652173913, "fast_rcnn/fg_cls_accuracy": 0.7244039270687237, "iteration": 179359, "loss_box_reg": 0.007651764695765451, "loss_cls": 0.04122534490306862, "loss_rpn_cls": 0.0007092207190453337, "loss_rpn_loc": 0.002242913536974811, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5322115062735975, "total_loss": 0.05170622249875123}
{"data_time": 0.0040628507267683744, "eta_seconds": 32629.28756115446, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.33974358974358976, "fast_rcnn/fg_cls_accuracy": 0.62995337995338, "iteration": 179379, "loss_box_reg": 0.00817978238046635, "loss_cls": 0.04502736934227869, "loss_rpn_cls": 0.0006722213765897322, "loss_rpn_loc": 0.0021675917741958983, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404059351421893, "total_loss": 0.056061915101281556}
{"data_time": 0.004702439531683922, "eta_seconds": 32611.459594128188, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.33392857142857146, "fast_rcnn/fg_cls_accuracy": 0.6660714285714286, "iteration": 179399, "loss_box_reg": 0.0069801281206309795, "loss_cls": 0.04457794444169849, "loss_rpn_cls": 0.0012479750878355844, "loss_rpn_loc": 0.001691203416157805, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5346535227727145, "total_loss": 0.05515908980527229}
{"data_time": 0.003874304937198758, "eta_seconds": 32601.837580179563, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.33014354066985646, "fast_rcnn/fg_cls_accuracy": 0.6698564593301435, "iteration": 179419, "loss_box_reg": 0.007382001727819443, "loss_cls": 0.04195567296119407, "loss_rpn_cls": 0.0009175269715342438, "loss_rpn_loc": 0.0017970200879062759, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5430874894373119, "total_loss": 0.05313796985700492}
{"data_time": 0.00414582435041666, "eta_seconds": 32585.66798517597, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3145586297760211, "fast_rcnn/fg_cls_accuracy": 0.6645427286356822, "iteration": 179439, "loss_box_reg": 0.007035828486550599, "loss_cls": 0.043163539841771126, "loss_rpn_cls": 0.0008376238697564986, "loss_rpn_loc": 0.0020313243694545235, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5409050357993692, "total_loss": 0.05273181537245364}
{"data_time": 0.003780390601605177, "eta_seconds": 32577.329556222307, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.22272272272272273, "fast_rcnn/fg_cls_accuracy": 0.7402402402402403, "iteration": 179459, "loss_box_reg": 0.007592452893732116, "loss_cls": 0.04082000884227455, "loss_rpn_cls": 0.0010202370621641421, "loss_rpn_loc": 0.001777962261257926, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5375001430511475, "total_loss": 0.05468180200199413}
{"data_time": 0.0038843194488435984, "eta_seconds": 32575.462504555006, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41203703703703703, "fast_rcnn/fg_cls_accuracy": 0.587962962962963, "iteration": 179479, "loss_box_reg": 0.007243139611091465, "loss_cls": 0.041204979293979704, "loss_rpn_cls": 0.0009585098339357501, "loss_rpn_loc": 0.0020815117859456223, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5494755730032921, "total_loss": 0.05248725515133401}
{"data_time": 0.0038921518716961145, "eta_seconds": 32569.218424386112, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33484162895927605, "fast_rcnn/fg_cls_accuracy": 0.6651583710407241, "iteration": 179499, "loss_box_reg": 0.0073197684250772, "loss_cls": 0.0439881625934504, "loss_rpn_cls": 0.0008499455279888934, "loss_rpn_loc": 0.002163308337912895, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416241486091167, "total_loss": 0.05497440075760096}
{"data_time": 0.003656724002212286, "eta_seconds": 32574.145104388474, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3715986394557823, "fast_rcnn/fg_cls_accuracy": 0.6284013605442177, "iteration": 179519, "loss_box_reg": 0.007946281708427705, "loss_cls": 0.04498888074886054, "loss_rpn_cls": 0.0007246636002946616, "loss_rpn_loc": 0.0017900132970680716, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413716938346624, "total_loss": 0.058701208859730514}
{"data_time": 0.0038736879359930754, "eta_seconds": 32568.5357338849, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.4107142857142857, "fast_rcnn/fg_cls_accuracy": 0.5178571428571428, "iteration": 179539, "loss_box_reg": 0.008396394696319476, "loss_cls": 0.044146550237201154, "loss_rpn_cls": 0.000572431436125953, "loss_rpn_loc": 0.0020184511413390283, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354899815283716, "total_loss": 0.05634920486545525}
{"data_time": 0.0039025370497256517, "eta_seconds": 32567.546740888618, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20294117647058824, "fast_rcnn/fg_cls_accuracy": 0.7970588235294118, "iteration": 179559, "loss_box_reg": 0.00707553603569977, "loss_cls": 0.040322389046195894, "loss_rpn_cls": 0.0010254825515403354, "loss_rpn_loc": 0.0016003911960069672, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409286166541278, "total_loss": 0.05223713525163021}
{"data_time": 0.004158718511462212, "eta_seconds": 32556.6524789033, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.32958921694480103, "fast_rcnn/fg_cls_accuracy": 0.6704107830551991, "iteration": 179579, "loss_box_reg": 0.0071601648814976215, "loss_cls": 0.04493849445134401, "loss_rpn_cls": 0.000923500915519071, "loss_rpn_loc": 0.001388558264807216, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377646866254508, "total_loss": 0.0554407145807545}
{"data_time": 0.004632414085790515, "eta_seconds": 32545.993459678255, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1778846153846154, "fast_rcnn/fg_cls_accuracy": 0.7971153846153847, "iteration": 179599, "loss_box_reg": 0.007972047285875306, "loss_cls": 0.04520051402505487, "loss_rpn_cls": 0.0006338903517644212, "loss_rpn_loc": 0.0022324459059746005, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374097400344908, "total_loss": 0.05594028023915598}
{"data_time": 0.004042382817715406, "eta_seconds": 32539.826194908936, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42045454545454547, "fast_rcnn/fg_cls_accuracy": 0.5337837837837838, "iteration": 179619, "loss_box_reg": 0.0075352836574893445, "loss_cls": 0.04453527578152716, "loss_rpn_cls": 0.0008947231051479321, "loss_rpn_loc": 0.0017532182937429752, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.540456659393385, "total_loss": 0.054936534423859484}
{"data_time": 0.004582615802064538, "eta_seconds": 32533.781110830372, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 179639, "loss_box_reg": 0.007730152778094634, "loss_cls": 0.04411356896162033, "loss_rpn_cls": 0.0008517509281773528, "loss_rpn_loc": 0.001966245243238518, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5348798229824752, "total_loss": 0.056567858331163734}
{"data_time": 0.004163153236731887, "eta_seconds": 32530.613193915924, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4120050282840981, "fast_rcnn/fg_cls_accuracy": 0.587994971715902, "iteration": 179659, "loss_box_reg": 0.006696894473861903, "loss_cls": 0.041289653279818594, "loss_rpn_cls": 0.0007162177230384259, "loss_rpn_loc": 0.0019516604770615231, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5384595494251698, "total_loss": 0.05146323322406943}
{"data_time": 0.004138967487961054, "eta_seconds": 32512.7246601542, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.475, "fast_rcnn/fg_cls_accuracy": 0.5071428571428571, "iteration": 179679, "loss_box_reg": 0.007655338355107233, "loss_cls": 0.04027867317199707, "loss_rpn_cls": 0.0007086188275025052, "loss_rpn_loc": 0.002695826431590831, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5384863840881735, "total_loss": 0.0524541261837328}
{"data_time": 0.004338683560490608, "eta_seconds": 32497.69634795841, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4096774193548387, "fast_rcnn/fg_cls_accuracy": 0.5903225806451613, "iteration": 179699, "loss_box_reg": 0.007274746909388341, "loss_cls": 0.0428699386829976, "loss_rpn_cls": 0.0011671959063050963, "loss_rpn_loc": 0.002598603377919062, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377711029723287, "total_loss": 0.05490138941206624}
{"data_time": 0.004678191617131233, "eta_seconds": 32486.91785461735, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3371212121212121, "fast_rcnn/fg_cls_accuracy": 0.6500582750582751, "iteration": 179719, "loss_box_reg": 0.006979192054132, "loss_cls": 0.041948021098505706, "loss_rpn_cls": 0.0006510182736292336, "loss_rpn_loc": 0.002255161300126929, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5358506762422621, "total_loss": 0.05340033334982763}
{"data_time": 0.004453555913642049, "eta_seconds": 32487.484159668675, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40412186379928317, "fast_rcnn/fg_cls_accuracy": 0.5958781362007168, "iteration": 179739, "loss_box_reg": 0.007581928221043199, "loss_cls": 0.04151336062932387, "loss_rpn_cls": 0.0009330933862088386, "loss_rpn_loc": 0.002028899110882776, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5462456485256553, "total_loss": 0.05319508689464669}
{"data_time": 0.0037934593856334686, "eta_seconds": 32474.853350920603, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3438914027149321, "fast_rcnn/fg_cls_accuracy": 0.6484615384615384, "iteration": 179759, "loss_box_reg": 0.007819551276043057, "loss_cls": 0.044699417194351554, "loss_rpn_cls": 0.0007060127213094347, "loss_rpn_loc": 0.0019751003183046123, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5319482404738665, "total_loss": 0.0554669572247235}
{"data_time": 0.004417195450514555, "eta_seconds": 32474.07310924516, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4046854942233633, "fast_rcnn/fg_cls_accuracy": 0.5953145057766367, "iteration": 179779, "loss_box_reg": 0.00777910283068195, "loss_cls": 0.045521636289777234, "loss_rpn_cls": 0.0008175622676844796, "loss_rpn_loc": 0.0018415620670566568, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.544802519492805, "total_loss": 0.05599335392469129}
{"data_time": 0.0036794969346374273, "eta_seconds": 32463.288142835023, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3743743743743744, "fast_rcnn/fg_cls_accuracy": 0.6256256256256256, "iteration": 179799, "loss_box_reg": 0.00781758115044795, "loss_cls": 0.040642002248205245, "loss_rpn_cls": 0.00040228157251931407, "loss_rpn_loc": 0.002262916264953674, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5493695435579866, "total_loss": 0.05115865693502997}
{"data_time": 0.004243037896230817, "eta_seconds": 32446.42262123688, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4125, "fast_rcnn/fg_cls_accuracy": 0.5874999999999999, "iteration": 179819, "loss_box_reg": 0.007205085537862033, "loss_cls": 0.04285101615823805, "loss_rpn_cls": 0.000541936114359487, "loss_rpn_loc": 0.0020690875353466254, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5295600967947394, "total_loss": 0.05448348152958715}
{"data_time": 0.004169978434219956, "eta_seconds": 32441.718210014747, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2142857142857143, "fast_rcnn/fg_cls_accuracy": 0.7857142857142858, "iteration": 179839, "loss_box_reg": 0.0076325926929712296, "loss_cls": 0.0422784696565941, "loss_rpn_cls": 0.0012089037128930613, "loss_rpn_loc": 0.0017864699402707629, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5415129316970706, "total_loss": 0.05340474805245776}
{"data_time": 0.0039052446372807026, "eta_seconds": 32431.748100848403, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.27297794117647056, "fast_rcnn/fg_cls_accuracy": 0.6745923913043479, "iteration": 179859, "loss_box_reg": 0.006439039600081742, "loss_cls": 0.04111002030549571, "loss_rpn_cls": 0.0008955390907203764, "loss_rpn_loc": 0.0018447783004376106, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539101337781176, "total_loss": 0.051664820654877985}
{"data_time": 0.004206578945741057, "eta_seconds": 32420.962863455992, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3256756756756757, "fast_rcnn/fg_cls_accuracy": 0.6493243243243243, "iteration": 179879, "loss_box_reg": 0.007527635840233415, "loss_cls": 0.04314940667245537, "loss_rpn_cls": 0.0011630425967723568, "loss_rpn_loc": 0.0017199384601553902, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.539361447095871, "total_loss": 0.05533312874229068}
{"data_time": 0.004601634806022048, "eta_seconds": 32410.17762606358, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3871058558558559, "fast_rcnn/fg_cls_accuracy": 0.6128941441441441, "iteration": 179899, "loss_box_reg": 0.007546556502347812, "loss_cls": 0.04028629569802433, "loss_rpn_cls": 0.0005127185950186686, "loss_rpn_loc": 0.0019701014061865862, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5403160913847387, "total_loss": 0.05188679156685794}
{"data_time": 0.004756041336804628, "eta_seconds": 32406.918308142107, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.32352941176470584, "fast_rcnn/fg_cls_accuracy": 0.6764705882352942, "iteration": 179919, "loss_box_reg": 0.007577954384032637, "loss_cls": 0.04233437089715153, "loss_rpn_cls": 0.0003681119651446352, "loss_rpn_loc": 0.0017379479540977627, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5421302828472108, "total_loss": 0.052488110944523214}
{"data_time": 0.004106934880837798, "eta_seconds": 32393.064662327757, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35816542948038177, "fast_rcnn/fg_cls_accuracy": 0.6369565217391304, "iteration": 179939, "loss_box_reg": 0.007873180991737172, "loss_cls": 0.043093043146654963, "loss_rpn_cls": 0.0010449468629758485, "loss_rpn_loc": 0.0020600854713848094, "lr": 0.001, "roi_head/num_bg_samples": 491.25, "roi_head/num_fg_samples": 20.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5386687004938722, "total_loss": 0.056738962228337186}
{"data_time": 0.0042311560828238726, "eta_seconds": 32382.277940607397, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2365967365967366, "fast_rcnn/fg_cls_accuracy": 0.726010101010101, "iteration": 179959, "loss_box_reg": 0.007736264495179057, "loss_cls": 0.04449254076462239, "loss_rpn_cls": 0.0007472605632301565, "loss_rpn_loc": 0.0020261766730982345, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5364828694146127, "total_loss": 0.05474894088342808}
{"data_time": 0.004101176979020238, "eta_seconds": 32378.78292454616, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4176356589147287, "fast_rcnn/fg_cls_accuracy": 0.5684754521963824, "iteration": 179979, "loss_box_reg": 0.0074644547421485186, "loss_cls": 0.04198940371861681, "loss_rpn_cls": 0.0011114500864550791, "loss_rpn_loc": 0.0019141171942465007, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352313050534576, "total_loss": 0.053330090309600564}
{"data_time": 0.004430551081895828, "eta_seconds": 32363.76733754156, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4652777777777778, "fast_rcnn/fg_cls_accuracy": 0.5202991452991452, "iteration": 179999, "loss_box_reg": 0.007446908508427441, "loss_cls": 0.04439074528636411, "loss_rpn_cls": 0.0009649819992318953, "loss_rpn_loc": 0.0022986405328992987, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423423042520881, "total_loss": 0.056933311792363384}
{"data_time": 0.004356446908786893, "eta_seconds": 32357.204621669138, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5353174603174603, "fast_rcnn/fg_cls_accuracy": 0.4646825396825397, "iteration": 180019, "loss_box_reg": 0.007187355324276723, "loss_cls": 0.04433744493871927, "loss_rpn_cls": 0.0009141840774873344, "loss_rpn_loc": 0.0015889968290139223, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407637243624777, "total_loss": 0.05436282887376365}
{"data_time": 0.004596354439854622, "eta_seconds": 32346.415470230626, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23590733590733592, "fast_rcnn/fg_cls_accuracy": 0.7505791505791506, "iteration": 180039, "loss_box_reg": 0.007651680090930313, "loss_cls": 0.042397609795443714, "loss_rpn_cls": 0.0006221216203812219, "loss_rpn_loc": 0.0018695521721383557, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390770749654621, "total_loss": 0.054908823006371676}
{"data_time": 0.004270697012543678, "eta_seconds": 32338.835733699147, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4126157407407407, "fast_rcnn/fg_cls_accuracy": 0.5688657407407407, "iteration": 180059, "loss_box_reg": 0.006638653765548952, "loss_cls": 0.042735369177535176, "loss_rpn_cls": 0.0010706874265906663, "loss_rpn_loc": 0.0024265570427814964, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5416277411859483, "total_loss": 0.05345064472561489}
{"data_time": 0.004674128955230117, "eta_seconds": 32328.045511402655, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4037037037037037, "fast_rcnn/fg_cls_accuracy": 0.5717391304347825, "iteration": 180079, "loss_box_reg": 0.007344945217482746, "loss_cls": 0.0438050739467144, "loss_rpn_cls": 0.0009110010765311927, "loss_rpn_loc": 0.002262081847220543, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5353999936487526, "total_loss": 0.056573520437723346}
{"data_time": 0.004394634161144495, "eta_seconds": 32314.04801591509, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.33716216216216216, "fast_rcnn/fg_cls_accuracy": 0.6628378378378379, "iteration": 180099, "loss_box_reg": 0.00721650174818933, "loss_cls": 0.041808301117271185, "loss_rpn_cls": 0.000990075355900899, "loss_rpn_loc": 0.0018138618252123706, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362268530298024, "total_loss": 0.05213705654057321}
{"data_time": 0.003949842881411314, "eta_seconds": 32306.465066809673, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14835164835164835, "fast_rcnn/fg_cls_accuracy": 0.8263027295285359, "iteration": 180119, "loss_box_reg": 0.007520570245105773, "loss_cls": 0.042945180903188884, "loss_rpn_cls": 0.000726122121136541, "loss_rpn_loc": 0.001725222849927377, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392771989572793, "total_loss": 0.05344553113684469}
{"data_time": 0.004923707107082009, "eta_seconds": 32301.767026405316, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40808080808080804, "fast_rcnn/fg_cls_accuracy": 0.591919191919192, "iteration": 180139, "loss_box_reg": 0.0073480329010635614, "loss_cls": 0.04280341125559062, "loss_rpn_cls": 0.0009711334722055653, "loss_rpn_loc": 0.002240179746877402, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5414989048149437, "total_loss": 0.05199400130825893}
{"data_time": 0.00408901390619576, "eta_seconds": 32283.534950084053, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4465195246179966, "fast_rcnn/fg_cls_accuracy": 0.4978517722878625, "iteration": 180159, "loss_box_reg": 0.007795850397087634, "loss_cls": 0.04508845636155456, "loss_rpn_cls": 0.0006966529350620476, "loss_rpn_loc": 0.002274929436680395, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5333220560569316, "total_loss": 0.05580641575033951}
{"data_time": 0.00461581046693027, "eta_seconds": 32272.74517887365, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3332147937411095, "fast_rcnn/fg_cls_accuracy": 0.6667852062588905, "iteration": 180179, "loss_box_reg": 0.007459047948941588, "loss_cls": 0.044141936115920544, "loss_rpn_cls": 0.0008436884734237537, "loss_rpn_loc": 0.0017539387936267303, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5451383118052036, "total_loss": 0.05458867479342189}
{"data_time": 0.003988555166870356, "eta_seconds": 32262.385100960964, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37286324786324787, "fast_rcnn/fg_cls_accuracy": 0.6271367521367521, "iteration": 180199, "loss_box_reg": 0.007440935252816416, "loss_cls": 0.04206077434355393, "loss_rpn_cls": 0.0008648585538821862, "loss_rpn_loc": 0.0020869662475888617, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364695419557393, "total_loss": 0.05315523349564444}
{"data_time": 0.00485228793695569, "eta_seconds": 32251.595186042832, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4695121951219512, "fast_rcnn/fg_cls_accuracy": 0.4861111111111111, "iteration": 180219, "loss_box_reg": 0.006804588687373325, "loss_cls": 0.04104485211428255, "loss_rpn_cls": 0.0007676199890056523, "loss_rpn_loc": 0.0017356949720124248, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5436345792841166, "total_loss": 0.05138870721020794}
{"data_time": 0.00476112263277173, "eta_seconds": 32238.523955845507, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 180239, "loss_box_reg": 0.007574808434583247, "loss_cls": 0.04326148174004629, "loss_rpn_cls": 0.0007585883379306324, "loss_rpn_loc": 0.001954226681846194, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368972099386156, "total_loss": 0.052337269522922725}
{"data_time": 0.00422269431874156, "eta_seconds": 32220.937242235756, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2987903225806452, "fast_rcnn/fg_cls_accuracy": 0.7012096774193548, "iteration": 180259, "loss_box_reg": 0.007195814658189192, "loss_cls": 0.042821747018024325, "loss_rpn_cls": 0.0008934972221368298, "loss_rpn_loc": 0.0022632533273281297, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5384722400922328, "total_loss": 0.05495648821204213}
{"data_time": 0.004706640029326081, "eta_seconds": 32197.0690318658, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4446144430844553, "fast_rcnn/fg_cls_accuracy": 0.5553855569155447, "iteration": 180279, "loss_box_reg": 0.0072570982738398015, "loss_cls": 0.043220404331805184, "loss_rpn_cls": 0.0008692947453710076, "loss_rpn_loc": 0.001831078816394438, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5299010276794434, "total_loss": 0.05428725115643829}
{"data_time": 0.0042379365768283606, "eta_seconds": 32180.379665272776, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.390224358974359, "fast_rcnn/fg_cls_accuracy": 0.5369875222816399, "iteration": 180299, "loss_box_reg": 0.007603996113175526, "loss_cls": 0.042018291365820915, "loss_rpn_cls": 0.0011779502943909392, "loss_rpn_loc": 0.0030417781563301105, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5409441227093339, "total_loss": 0.05425161657370836}
{"data_time": 0.003863376099616289, "eta_seconds": 32169.59914914565, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2701612903225806, "fast_rcnn/fg_cls_accuracy": 0.7222222222222222, "iteration": 180319, "loss_box_reg": 0.007954371249070391, "loss_cls": 0.04358916147612035, "loss_rpn_cls": 0.0008822735575222396, "loss_rpn_loc": 0.0017374867129547056, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413590602111071, "total_loss": 0.052698741548567796}
{"data_time": 0.0049790283665061, "eta_seconds": 32150.19144781935, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4376321353065539, "fast_rcnn/fg_cls_accuracy": 0.562367864693446, "iteration": 180339, "loss_box_reg": 0.007672969426494092, "loss_cls": 0.03947204351425171, "loss_rpn_cls": 0.0008628089316289334, "loss_rpn_loc": 0.0018228915869258344, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537072972394526, "total_loss": 0.04921825496205656}
{"data_time": 0.0038282922469079494, "eta_seconds": 32148.038116891403, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.39608574091332716, "fast_rcnn/fg_cls_accuracy": 0.6039142590866728, "iteration": 180359, "loss_box_reg": 0.008090010320302099, "loss_cls": 0.04404641152359545, "loss_rpn_cls": 0.0010608377635890065, "loss_rpn_loc": 0.0023129597493607434, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5413951096124947, "total_loss": 0.05633267678797438}
{"data_time": 0.004156973445788026, "eta_seconds": 32113.57125338097, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3173940949935815, "fast_rcnn/fg_cls_accuracy": 0.6826059050064185, "iteration": 180379, "loss_box_reg": 0.007468364929081872, "loss_cls": 0.0440034965868108, "loss_rpn_cls": 0.00046909003071959887, "loss_rpn_loc": 0.002019671072048368, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333940056152642, "total_loss": 0.05460370169771522}
{"data_time": 0.0036626646760851145, "eta_seconds": 32108.963568636915, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2650793650793651, "fast_rcnn/fg_cls_accuracy": 0.734920634920635, "iteration": 180399, "loss_box_reg": 0.007295511357369833, "loss_cls": 0.043489449890330434, "loss_rpn_cls": 0.0008061098160396796, "loss_rpn_loc": 0.002820625644744723, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5338725924957544, "total_loss": 0.053017963303602755}
{"data_time": 0.003797860350459814, "eta_seconds": 32089.43386832066, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3252032520325203, "fast_rcnn/fg_cls_accuracy": 0.641025641025641, "iteration": 180419, "loss_box_reg": 0.007582968915812671, "loss_cls": 0.0426405428443104, "loss_rpn_cls": 0.00079908513674809, "loss_rpn_loc": 0.0020360824182716897, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5360309816896915, "total_loss": 0.05416853632459606}
{"data_time": 0.00462140329182148, "eta_seconds": 32078.89270340465, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3495887191539365, "fast_rcnn/fg_cls_accuracy": 0.6504112808460635, "iteration": 180439, "loss_box_reg": 0.007335930422414094, "loss_cls": 0.042898671701550484, "loss_rpn_cls": 0.0011904375093081399, "loss_rpn_loc": 0.0021061917250335682, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5483813737519085, "total_loss": 0.05466389208822875}
{"data_time": 0.004183177137747407, "eta_seconds": 32046.649390346138, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.125, "fast_rcnn/fg_cls_accuracy": 0.7803571428571429, "iteration": 180459, "loss_box_reg": 0.007475955586414784, "loss_cls": 0.04320337693206966, "loss_rpn_cls": 0.0006911505116136141, "loss_rpn_loc": 0.0022054051005397923, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5309196300804615, "total_loss": 0.05378536741653761}
{"data_time": 0.0037493763957172632, "eta_seconds": 32035.884824957466, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4336961900049481, "fast_rcnn/fg_cls_accuracy": 0.5663038099950519, "iteration": 180479, "loss_box_reg": 0.007698780798818916, "loss_cls": 0.042045267415232956, "loss_rpn_cls": 0.0008038759416422181, "loss_rpn_loc": 0.0021065762266516685, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5421838029287755, "total_loss": 0.052171745849364015}
{"data_time": 0.004323694622144103, "eta_seconds": 32011.597913627047, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2532051282051282, "fast_rcnn/fg_cls_accuracy": 0.7467948717948718, "iteration": 180499, "loss_box_reg": 0.007787275419104844, "loss_cls": 0.04344296964700334, "loss_rpn_cls": 0.0009984555411506335, "loss_rpn_loc": 0.0017642089133005356, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5313523043878376, "total_loss": 0.054456271362937514}
{"data_time": 0.004057667218148708, "eta_seconds": 31993.094031523447, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37315875613747956, "fast_rcnn/fg_cls_accuracy": 0.6268412438625205, "iteration": 180519, "loss_box_reg": 0.007176003244239837, "loss_cls": 0.04307447129394859, "loss_rpn_cls": 0.0005416607722281697, "loss_rpn_loc": 0.0018405312484901515, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5361709659919143, "total_loss": 0.052714200635591624}
{"data_time": 0.00380346761085093, "eta_seconds": 31986.546970602823, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39335106382978724, "fast_rcnn/fg_cls_accuracy": 0.6056818181818182, "iteration": 180539, "loss_box_reg": 0.007413218670990318, "loss_cls": 0.042233399231918156, "loss_rpn_cls": 0.0004388939258888058, "loss_rpn_loc": 0.0016567384573136223, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.542603861540556, "total_loss": 0.051534866621636866}
{"data_time": 0.004175239009782672, "eta_seconds": 31973.37590845977, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4300699300699301, "fast_rcnn/fg_cls_accuracy": 0.56993006993007, "iteration": 180559, "loss_box_reg": 0.008391235751332715, "loss_cls": 0.043337011127732694, "loss_rpn_cls": 0.0005526487387328416, "loss_rpn_loc": 0.0016502928046975285, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5373500485438854, "total_loss": 0.05422977863054257}
{"data_time": 0.004454002948477864, "eta_seconds": 31960.8217825382, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4263869132290185, "fast_rcnn/fg_cls_accuracy": 0.5736130867709816, "iteration": 180579, "loss_box_reg": 0.006989487068494782, "loss_cls": 0.041209378628991544, "loss_rpn_cls": 0.0008230766925407806, "loss_rpn_loc": 0.0016097355364763644, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5313850704114884, "total_loss": 0.05086859478797123}
{"data_time": 0.004096107557415962, "eta_seconds": 31951.859866732033, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3158244680851064, "fast_rcnn/fg_cls_accuracy": 0.6841755319148937, "iteration": 180599, "loss_box_reg": 0.007668813603231683, "loss_cls": 0.04426099336706102, "loss_rpn_cls": 0.0006343551710870088, "loss_rpn_loc": 0.002663822991962661, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5399238152895123, "total_loss": 0.05591853746591369}
{"data_time": 0.0037617275957018137, "eta_seconds": 31937.695382894715, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3273809523809524, "fast_rcnn/fg_cls_accuracy": 0.6726190476190477, "iteration": 180619, "loss_box_reg": 0.007262296159751713, "loss_cls": 0.046277626883238554, "loss_rpn_cls": 0.0008320149823930478, "loss_rpn_loc": 0.0023758736679155845, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5389159384649247, "total_loss": 0.05656879557727734}
{"data_time": 0.0037649720907211304, "eta_seconds": 31930.343825004296, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2987841945288754, "fast_rcnn/fg_cls_accuracy": 0.7012158054711246, "iteration": 180639, "loss_box_reg": 0.007638628361746669, "loss_cls": 0.039987399883102626, "loss_rpn_cls": 0.0005870236947203011, "loss_rpn_loc": 0.001733602430249448, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5414032700937241, "total_loss": 0.052060451426001464}
{"data_time": 0.004011928103864193, "eta_seconds": 31921.99397558975, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.29678362573099415, "fast_rcnn/fg_cls_accuracy": 0.6934566145092461, "iteration": 180659, "loss_box_reg": 0.008380810701055452, "loss_cls": 0.041268216766184196, "loss_rpn_cls": 0.0006642559373517543, "loss_rpn_loc": 0.002192523654230172, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5411579355131835, "total_loss": 0.05366522403772933}
{"data_time": 0.00411617592908442, "eta_seconds": 31908.82778327656, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27647058823529413, "fast_rcnn/fg_cls_accuracy": 0.723529411764706, "iteration": 180679, "loss_box_reg": 0.007305668405024335, "loss_cls": 0.042889536591246724, "loss_rpn_cls": 0.0006861304462972839, "loss_rpn_loc": 0.002119383208992076, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5379677079617977, "total_loss": 0.05411452759040003}
{"data_time": 0.004369527101516724, "eta_seconds": 31894.66788873612, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37777777777777777, "fast_rcnn/fg_cls_accuracy": 0.5944444444444444, "iteration": 180699, "loss_box_reg": 0.006837815948529169, "loss_cls": 0.04170640115626156, "loss_rpn_cls": 0.000567091523464569, "loss_rpn_loc": 0.0018471365838195197, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5322092180140316, "total_loss": 0.052832004755487105}
{"data_time": 0.0038851203862577677, "eta_seconds": 31887.311741548823, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.484375, "fast_rcnn/fg_cls_accuracy": 0.515625, "iteration": 180719, "loss_box_reg": 0.007538204838056117, "loss_cls": 0.043950659746769816, "loss_rpn_cls": 0.000797900116594974, "loss_rpn_loc": 0.002109686314724968, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5473882714286447, "total_loss": 0.05481938069294756}
{"data_time": 0.004552878672257066, "eta_seconds": 31870.422361226752, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3765182186234818, "fast_rcnn/fg_cls_accuracy": 0.6234817813765182, "iteration": 180739, "loss_box_reg": 0.007521677209297195, "loss_cls": 0.04197767050936818, "loss_rpn_cls": 0.0004412461527181222, "loss_rpn_loc": 0.0020006156046292745, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5266042812727392, "total_loss": 0.05324457873609845}
{"data_time": 0.003722845111042261, "eta_seconds": 31865.795699821087, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.40724815724815727, "fast_rcnn/fg_cls_accuracy": 0.5927518427518428, "iteration": 180759, "loss_box_reg": 0.0077288083848543465, "loss_cls": 0.04129073495278135, "loss_rpn_cls": 0.0008451443022750027, "loss_rpn_loc": 0.0020434854668565094, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367227385286242, "total_loss": 0.052509727439883136}
{"data_time": 0.004357025260105729, "eta_seconds": 31855.03767895722, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3453355155482815, "fast_rcnn/fg_cls_accuracy": 0.6546644844517184, "iteration": 180779, "loss_box_reg": 0.006560798268765211, "loss_cls": 0.04039576603099704, "loss_rpn_cls": 0.0006468254689480091, "loss_rpn_loc": 0.002073296931484947, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5396146003622562, "total_loss": 0.050673025771885705}
{"data_time": 0.004786571720615029, "eta_seconds": 31840.883521037875, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21305326331582897, "fast_rcnn/fg_cls_accuracy": 0.786946736684171, "iteration": 180799, "loss_box_reg": 0.00783185962063726, "loss_cls": 0.04143675314844586, "loss_rpn_cls": 0.0007193017312943084, "loss_rpn_loc": 0.0019656138865684625, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5374034235719591, "total_loss": 0.0528649450843659}
{"data_time": 0.004005200695246458, "eta_seconds": 31827.39855486341, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3118279569892473, "fast_rcnn/fg_cls_accuracy": 0.6881720430107527, "iteration": 180819, "loss_box_reg": 0.0070911261573201045, "loss_cls": 0.04211662389570847, "loss_rpn_cls": 0.0007552182707399879, "loss_rpn_loc": 0.002095070874929661, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341593457851559, "total_loss": 0.053715151581172904}
{"data_time": 0.0045136623084545135, "eta_seconds": 31812.175383443246, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.42045454545454547, "fast_rcnn/fg_cls_accuracy": 0.56993006993007, "iteration": 180839, "loss_box_reg": 0.007336608861805871, "loss_cls": 0.04257984762080014, "loss_rpn_cls": 0.0009097330912481993, "loss_rpn_loc": 0.002678848459254368, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372238743584603, "total_loss": 0.054273127185069825}
{"data_time": 0.004021407570689917, "eta_seconds": 31801.420942043187, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4558452481076535, "fast_rcnn/fg_cls_accuracy": 0.5441547518923465, "iteration": 180859, "loss_box_reg": 0.007261068996740505, "loss_cls": 0.04508767300285399, "loss_rpn_cls": 0.0005747984012316465, "loss_rpn_loc": 0.0016707213580957614, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5368070190306753, "total_loss": 0.0553012666819086}
{"data_time": 0.004638454411178827, "eta_seconds": 31790.66650064313, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2157622739018088, "fast_rcnn/fg_cls_accuracy": 0.7472006890611542, "iteration": 180879, "loss_box_reg": 0.007671479164855555, "loss_cls": 0.04336067524855025, "loss_rpn_cls": 0.0007651445108649568, "loss_rpn_loc": 0.0020584040466928855, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417162515223026, "total_loss": 0.05675582690605552}
{"data_time": 0.004382251761853695, "eta_seconds": 31787.09915333963, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4092244418331375, "fast_rcnn/fg_cls_accuracy": 0.5813570487483531, "iteration": 180899, "loss_box_reg": 0.007598848736961372, "loss_cls": 0.04497955704573542, "loss_rpn_cls": 0.0006200888764738011, "loss_rpn_loc": 0.002214336029283004, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423846282064915, "total_loss": 0.05792078117224264}
{"data_time": 0.003823021426796913, "eta_seconds": 31763.576298506, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42109929078014185, "fast_rcnn/fg_cls_accuracy": 0.5789007092198581, "iteration": 180919, "loss_box_reg": 0.0069529170577879995, "loss_cls": 0.042404738429468125, "loss_rpn_cls": 0.0013677348920850818, "loss_rpn_loc": 0.0019034542674489785, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5343959487508982, "total_loss": 0.052681295524223515}
{"data_time": 0.004461277974769473, "eta_seconds": 31752.823746484704, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22058823529411764, "fast_rcnn/fg_cls_accuracy": 0.7448330683624802, "iteration": 180939, "loss_box_reg": 0.007713333499850705, "loss_cls": 0.04389875428751111, "loss_rpn_cls": 0.0005854439923496102, "loss_rpn_loc": 0.001849690554990957, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5393527918495238, "total_loss": 0.054306938729041576}
{"data_time": 0.004135489463806152, "eta_seconds": 31747.648735042894, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34959349593495936, "fast_rcnn/fg_cls_accuracy": 0.6504065040650406, "iteration": 180959, "loss_box_reg": 0.007713955681538209, "loss_cls": 0.04324755375273526, "loss_rpn_cls": 0.0007843427783882362, "loss_rpn_loc": 0.002180989593398408, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363521829713136, "total_loss": 0.05539845767439999}
{"data_time": 0.003986408933997154, "eta_seconds": 31746.643139219377, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3294573643410853, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 180979, "loss_box_reg": 0.0074114409944741055, "loss_cls": 0.04478428137372248, "loss_rpn_cls": 0.000548073245681735, "loss_rpn_loc": 0.002333066899154801, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5428212422411889, "total_loss": 0.05608256657228594}
{"data_time": 0.0041569790337234735, "eta_seconds": 31720.56609042082, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.20256410256410257, "fast_rcnn/fg_cls_accuracy": 0.7974358974358975, "iteration": 180999, "loss_box_reg": 0.006850324891274795, "loss_cls": 0.04055825248360634, "loss_rpn_cls": 0.0010419916852697497, "loss_rpn_loc": 0.0020287620900489856, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5350868736859411, "total_loss": 0.05102513705060119}
{"data_time": 0.003932315157726407, "eta_seconds": 31707.560282252496, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4070855614973262, "fast_rcnn/fg_cls_accuracy": 0.5929144385026739, "iteration": 181019, "loss_box_reg": 0.0072097259981092066, "loss_cls": 0.043306231673341244, "loss_rpn_cls": 0.000848554850790606, "loss_rpn_loc": 0.0017303394615737488, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5294573288410902, "total_loss": 0.05486898380775074}
{"data_time": 0.004845838760957122, "eta_seconds": 31693.220206214348, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.5558139534883721, "iteration": 181039, "loss_box_reg": 0.007129056641133502, "loss_cls": 0.04227701888885349, "loss_rpn_cls": 0.0008579169071936121, "loss_rpn_loc": 0.002072211724225781, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5385330813005567, "total_loss": 0.055014851318105684}
{"data_time": 0.004297663224861026, "eta_seconds": 31682.469635428162, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4463320463320463, "fast_rcnn/fg_cls_accuracy": 0.5521901211556384, "iteration": 181059, "loss_box_reg": 0.007228758971905336, "loss_cls": 0.043122028873767704, "loss_rpn_cls": 0.0008895313524135418, "loss_rpn_loc": 0.0024758947765803896, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390936979092658, "total_loss": 0.05439961758338541}
{"data_time": 0.004176606424152851, "eta_seconds": 31664.142095591873, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4707532051282051, "fast_rcnn/fg_cls_accuracy": 0.5292467948717949, "iteration": 181079, "loss_box_reg": 0.00738378417736385, "loss_cls": 0.04142523946939036, "loss_rpn_cls": 0.0007017099216000133, "loss_rpn_loc": 0.0019980601227871375, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5363967486191541, "total_loss": 0.05216075230464412}
{"data_time": 0.003947083838284016, "eta_seconds": 31660.96849385579, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25914634146341464, "fast_rcnn/fg_cls_accuracy": 0.7143385070214339, "iteration": 181099, "loss_box_reg": 0.007929923362098634, "loss_cls": 0.040666876710020006, "loss_rpn_cls": 0.0006106773525402787, "loss_rpn_loc": 0.0021212266183283646, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5493632091674954, "total_loss": 0.052196142181173855}
{"data_time": 0.003992409445345402, "eta_seconds": 31653.801342454506, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3190406976744186, "fast_rcnn/fg_cls_accuracy": 0.6809593023255813, "iteration": 181119, "loss_box_reg": 0.007402031696983613, "loss_cls": 0.039539970515761524, "loss_rpn_cls": 0.0005744161234133571, "loss_rpn_loc": 0.0026675866338337073, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434907381422818, "total_loss": 0.050865557732322486}
{"data_time": 0.003976177191361785, "eta_seconds": 31608.756819956936, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3409090909090909, "fast_rcnn/fg_cls_accuracy": 0.6462121212121212, "iteration": 181139, "loss_box_reg": 0.007543868152424693, "loss_cls": 0.04582868062425405, "loss_rpn_cls": 0.0004114677474262862, "loss_rpn_loc": 0.0015963244550221134, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5264864983037114, "total_loss": 0.05570256834016618}
{"data_time": 0.004339672392234206, "eta_seconds": 31607.314468594966, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.35138888888888886, "fast_rcnn/fg_cls_accuracy": 0.6208333333333333, "iteration": 181159, "loss_box_reg": 0.007491660246159881, "loss_cls": 0.04385258519323543, "loss_rpn_cls": 0.001099749084744417, "loss_rpn_loc": 0.001871699387265835, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5365005671046674, "total_loss": 0.055902301589469516}
{"data_time": 0.003946518991142511, "eta_seconds": 31593.914949235506, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3030075187969925, "fast_rcnn/fg_cls_accuracy": 0.6334494773519164, "iteration": 181179, "loss_box_reg": 0.008154642971931025, "loss_cls": 0.04491644084919244, "loss_rpn_cls": 0.000994640843828165, "loss_rpn_loc": 0.0018099899461958557, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371429400984198, "total_loss": 0.05581261192696729}
{"data_time": 0.004251090344041586, "eta_seconds": 31591.193210608326, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4440816326530612, "fast_rcnn/fg_cls_accuracy": 0.523076923076923, "iteration": 181199, "loss_box_reg": 0.007535664975875989, "loss_cls": 0.044102478539571166, "loss_rpn_cls": 0.0008024133583148796, "loss_rpn_loc": 0.002055644006759394, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385637325234711, "total_loss": 0.056873163090244816}
{"data_time": 0.003813584102317691, "eta_seconds": 31565.796276547946, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3286486486486486, "fast_rcnn/fg_cls_accuracy": 0.6713513513513514, "iteration": 181219, "loss_box_reg": 0.007102681993274018, "loss_cls": 0.04224587860517204, "loss_rpn_cls": 0.0005094806833199073, "loss_rpn_loc": 0.0022845259481982794, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5355149621609598, "total_loss": 0.05133011936121079}
{"data_time": 0.004188072634860873, "eta_seconds": 31561.68777021859, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 181239, "loss_box_reg": 0.006929506460437551, "loss_cls": 0.04246862488798797, "loss_rpn_cls": 0.0010188075148676035, "loss_rpn_loc": 0.0015657819967600517, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400977365206927, "total_loss": 0.05259637537221806}
{"data_time": 0.004629041533917189, "eta_seconds": 31536.553886749083, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.33499999999999996, "fast_rcnn/fg_cls_accuracy": 0.6535714285714286, "iteration": 181259, "loss_box_reg": 0.007304326689336449, "loss_cls": 0.04252279334468767, "loss_rpn_cls": 0.000770334185460797, "loss_rpn_loc": 0.001973051985260099, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5311568949837238, "total_loss": 0.053667537061244275}
{"data_time": 0.004388188943266869, "eta_seconds": 31522.82809414412, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.47119450317124734, "fast_rcnn/fg_cls_accuracy": 0.5288054968287526, "iteration": 181279, "loss_box_reg": 0.007696141139604151, "loss_cls": 0.04312056861817837, "loss_rpn_cls": 0.0009680955813564651, "loss_rpn_loc": 0.0018182177045673598, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5325108009856194, "total_loss": 0.0540392285154212}
{"data_time": 0.0042548333294689655, "eta_seconds": 31529.46059120167, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.28787878787878785, "fast_rcnn/fg_cls_accuracy": 0.7121212121212122, "iteration": 181299, "loss_box_reg": 0.007876083778683096, "loss_cls": 0.04158534240559675, "loss_rpn_cls": 0.0008379338530062341, "loss_rpn_loc": 0.0017658330980339088, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417441395111382, "total_loss": 0.052291579106089614}
{"data_time": 0.004213694948703051, "eta_seconds": 31531.82536540297, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39468864468864473, "fast_rcnn/fg_cls_accuracy": 0.6053113553113554, "iteration": 181319, "loss_box_reg": 0.007368356571532786, "loss_cls": 0.0455145793966949, "loss_rpn_cls": 0.0009475267056586745, "loss_rpn_loc": 0.0017884935477923136, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5426647150889039, "total_loss": 0.05614894780387658}
{"data_time": 0.003932548454031348, "eta_seconds": 31531.961644421564, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43333333333333335, "fast_rcnn/fg_cls_accuracy": 0.5666666666666667, "iteration": 181339, "loss_box_reg": 0.00767655810341239, "loss_cls": 0.04513602703809738, "loss_rpn_cls": 0.0013782989795458889, "loss_rpn_loc": 0.002136851223440317, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5396979849319905, "total_loss": 0.05618880865836218}
{"data_time": 0.004096024436876178, "eta_seconds": 31525.374165775487, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.106203007518797, "fast_rcnn/fg_cls_accuracy": 0.876984126984127, "iteration": 181359, "loss_box_reg": 0.007357436581514776, "loss_cls": 0.04129585484042764, "loss_rpn_cls": 0.0012354883881471324, "loss_rpn_loc": 0.0015145712495723274, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5427243656013161, "total_loss": 0.052098178219239344}
{"data_time": 0.004087705165147781, "eta_seconds": 31514.622175132157, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42109929078014185, "fast_rcnn/fg_cls_accuracy": 0.5789007092198581, "iteration": 181379, "loss_box_reg": 0.007157905318308622, "loss_cls": 0.040838094195351005, "loss_rpn_cls": 0.0007852480759424907, "loss_rpn_loc": 0.002648320103617152, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5361071561928838, "total_loss": 0.051013788951649985}
{"data_time": 0.004266121657565236, "eta_seconds": 31513.8421585951, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41883116883116883, "fast_rcnn/fg_cls_accuracy": 0.5811688311688312, "iteration": 181399, "loss_box_reg": 0.00798509712330997, "loss_cls": 0.04148464003810659, "loss_rpn_cls": 0.0008340907536990017, "loss_rpn_loc": 0.002029708502959693, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390867081005126, "total_loss": 0.05431486175257305}
{"data_time": 0.004314251709729433, "eta_seconds": 31508.98436814663, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.19399641577060933, "fast_rcnn/fg_cls_accuracy": 0.7921146953405018, "iteration": 181419, "loss_box_reg": 0.007511238334700465, "loss_cls": 0.04069394076941535, "loss_rpn_cls": 0.0008692048484846282, "loss_rpn_loc": 0.002089856021484593, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5495918430387974, "total_loss": 0.05256362086271338}
{"data_time": 0.003962859744206071, "eta_seconds": 31481.747960677836, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4342105263157895, "fast_rcnn/fg_cls_accuracy": 0.5599755201958384, "iteration": 181439, "loss_box_reg": 0.008162306854501367, "loss_cls": 0.044044389738701284, "loss_rpn_cls": 0.001034036418445794, "loss_rpn_loc": 0.0025323000918433536, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5275678446050733, "total_loss": 0.05570841932569692}
{"data_time": 0.004423549631610513, "eta_seconds": 31476.045670516556, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28787878787878785, "fast_rcnn/fg_cls_accuracy": 0.7121212121212122, "iteration": 181459, "loss_box_reg": 0.007651494146557525, "loss_cls": 0.042008379445178434, "loss_rpn_cls": 0.0013350554950193327, "loss_rpn_loc": 0.0023800163762643933, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340432215016335, "total_loss": 0.05259409332393261}
{"data_time": 0.004291038494557142, "eta_seconds": 31440.761515586637, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2630421118793212, "fast_rcnn/fg_cls_accuracy": 0.7369578881206789, "iteration": 181479, "loss_box_reg": 0.0074236924992874265, "loss_cls": 0.04205731675028801, "loss_rpn_cls": 0.000779873620217586, "loss_rpn_loc": 0.0019442300581431482, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350033587310463, "total_loss": 0.0537698133939557}
{"data_time": 0.00393639225512743, "eta_seconds": 31449.49262218224, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.49527027027027026, "fast_rcnn/fg_cls_accuracy": 0.5047297297297297, "iteration": 181499, "loss_box_reg": 0.007091682840837166, "loss_cls": 0.04461367439944297, "loss_rpn_cls": 0.000864068615328506, "loss_rpn_loc": 0.0018322618252568645, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402741567231715, "total_loss": 0.056069174544290945}
{"data_time": 0.00422059721313417, "eta_seconds": 31439.358240628848, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2967032967032967, "fast_rcnn/fg_cls_accuracy": 0.6318681318681318, "iteration": 181519, "loss_box_reg": 0.007224723871331662, "loss_cls": 0.04154646955430508, "loss_rpn_cls": 0.0012548251573889502, "loss_rpn_loc": 0.002008222469157772, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537569212494418, "total_loss": 0.054095370024242584}
{"data_time": 0.004354991018772125, "eta_seconds": 31413.609902469674, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18954545454545454, "fast_rcnn/fg_cls_accuracy": 0.8104545454545455, "iteration": 181539, "loss_box_reg": 0.007351646345341578, "loss_cls": 0.04421258595539257, "loss_rpn_cls": 0.0009371192654725746, "loss_rpn_loc": 0.002157980427000439, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5340384484734386, "total_loss": 0.054618561483948724}
{"data_time": 0.004102610517293215, "eta_seconds": 31392.676405792357, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22688477951635846, "fast_rcnn/fg_cls_accuracy": 0.7731152204836416, "iteration": 181559, "loss_box_reg": 0.007429893681546673, "loss_cls": 0.042174141126452014, "loss_rpn_cls": 0.0010121519376298238, "loss_rpn_loc": 0.0019239934554207139, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53596321772784, "total_loss": 0.05307988347556147}
{"data_time": 0.003668389515951276, "eta_seconds": 31411.49992765719, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3904761904761905, "fast_rcnn/fg_cls_accuracy": 0.6095238095238096, "iteration": 181579, "loss_box_reg": 0.00800797957344912, "loss_cls": 0.04294788860715926, "loss_rpn_cls": 0.0012078509735431453, "loss_rpn_loc": 0.002218575606093509, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.545541332103312, "total_loss": 0.056672683788065115}
{"data_time": 0.003629046492278576, "eta_seconds": 31406.724727008026, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4455882352941176, "fast_rcnn/fg_cls_accuracy": 0.5544117647058824, "iteration": 181599, "loss_box_reg": 0.007489055657060817, "loss_cls": 0.0430461289070081, "loss_rpn_cls": 0.0005227404157608362, "loss_rpn_loc": 0.002034325818385696, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5441019078716636, "total_loss": 0.05356617248389739}
{"data_time": 0.00431104889139533, "eta_seconds": 31395.969183532055, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5833333333333334, "fast_rcnn/fg_cls_accuracy": 0.4166666666666667, "iteration": 181619, "loss_box_reg": 0.007157048734370619, "loss_cls": 0.04374825395643711, "loss_rpn_cls": 0.0010795336505680098, "loss_rpn_loc": 0.0021204715812928043, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369942409452051, "total_loss": 0.05554442956838557}
{"data_time": 0.004418657161295414, "eta_seconds": 31385.213640056085, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4589783281733746, "fast_rcnn/fg_cls_accuracy": 0.5410216718266254, "iteration": 181639, "loss_box_reg": 0.0072801731585059315, "loss_cls": 0.043505190493306145, "loss_rpn_cls": 0.0009358451455909744, "loss_rpn_loc": 0.0023781615345797036, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5383513129781932, "total_loss": 0.055655149939411785}
{"data_time": 0.004000641172751784, "eta_seconds": 31363.47838619398, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3858885017421603, "fast_rcnn/fg_cls_accuracy": 0.6141114982578397, "iteration": 181659, "loss_box_reg": 0.00721573359624017, "loss_cls": 0.04427378752734512, "loss_rpn_cls": 0.0007281257617819392, "loss_rpn_loc": 0.001820553563447902, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5363181764259934, "total_loss": 0.05569414146384588}
{"data_time": 0.004589657532051206, "eta_seconds": 31338.381880603032, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.43343343343343343, "fast_rcnn/fg_cls_accuracy": 0.5665665665665666, "iteration": 181679, "loss_box_reg": 0.006561886431882158, "loss_cls": 0.04061764490325004, "loss_rpn_cls": 0.0008389109572135567, "loss_rpn_loc": 0.0019391097212064778, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5302355217281729, "total_loss": 0.05100062355347745}
{"data_time": 0.0036337915807962418, "eta_seconds": 31327.63502033637, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1643132220795892, "fast_rcnn/fg_cls_accuracy": 0.8237250554323725, "iteration": 181699, "loss_box_reg": 0.007298938056919724, "loss_cls": 0.04038689041044563, "loss_rpn_cls": 0.0007393211279804746, "loss_rpn_loc": 0.0020241409038135316, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5325022437609732, "total_loss": 0.05201098755350131}
{"data_time": 0.004046681569889188, "eta_seconds": 31305.23454452539, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4846689895470383, "fast_rcnn/fg_cls_accuracy": 0.5153310104529616, "iteration": 181719, "loss_box_reg": 0.0071489848487544805, "loss_cls": 0.040629879804328084, "loss_rpn_cls": 0.0008631447476545873, "loss_rpn_loc": 0.0022440684151661117, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5361841644626111, "total_loss": 0.05370308158080661}
{"data_time": 0.00463450513780117, "eta_seconds": 31295.98603853234, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21921921921921922, "fast_rcnn/fg_cls_accuracy": 0.7807807807807807, "iteration": 181739, "loss_box_reg": 0.007670006569242105, "loss_cls": 0.03988386143464595, "loss_rpn_cls": 0.0007793610557200736, "loss_rpn_loc": 0.0016663467140460853, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373628388624638, "total_loss": 0.05228177308100612}
{"data_time": 0.003967117052525282, "eta_seconds": 31290.329820564948, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5125, "fast_rcnn/fg_cls_accuracy": 0.4875, "iteration": 181759, "loss_box_reg": 0.007848569715861231, "loss_cls": 0.04403561737854034, "loss_rpn_cls": 0.0005038207052621146, "loss_rpn_loc": 0.00195479036483448, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5445026422385126, "total_loss": 0.05458449876954319}
{"data_time": 0.00416940450668335, "eta_seconds": 31273.005961064715, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.47824074074074074, "fast_rcnn/fg_cls_accuracy": 0.5217592592592593, "iteration": 181779, "loss_box_reg": 0.007656974863493815, "loss_cls": 0.043472837074659765, "loss_rpn_cls": 0.0013474161589783762, "loss_rpn_loc": 0.0025755894821486436, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5367605425417423, "total_loss": 0.05595117114752668}
{"data_time": 0.003894513938575983, "eta_seconds": 31261.956224502064, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48333333333333334, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 181799, "loss_box_reg": 0.007064820543746464, "loss_cls": 0.04385664209257811, "loss_rpn_cls": 0.0011078181536277043, "loss_rpn_loc": 0.0020068667181476485, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5323125505819917, "total_loss": 0.05510726482339123}
{"data_time": 0.0041399626061320305, "eta_seconds": 31263.15385873639, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 181819, "loss_box_reg": 0.00872726776287891, "loss_cls": 0.04228790846536867, "loss_rpn_cls": 0.0006310460568954568, "loss_rpn_loc": 0.0021562037254625466, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5461277349386364, "total_loss": 0.05489826648192775}
{"data_time": 0.003875559661537409, "eta_seconds": 31259.00501129846, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35644599303135893, "fast_rcnn/fg_cls_accuracy": 0.6267857142857143, "iteration": 181839, "loss_box_reg": 0.007419084606226534, "loss_cls": 0.0421447345870547, "loss_rpn_cls": 0.0009434312787561794, "loss_rpn_loc": 0.0016571732667216565, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393012829590589, "total_loss": 0.05319844878772528}
{"data_time": 0.004188380436971784, "eta_seconds": 31260.950981563423, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3819444444444444, "fast_rcnn/fg_cls_accuracy": 0.6099033816425121, "iteration": 181859, "loss_box_reg": 0.006946017878362909, "loss_cls": 0.04420659999595955, "loss_rpn_cls": 0.0008434833167711986, "loss_rpn_loc": 0.0018750225881376537, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.552379846572876, "total_loss": 0.05294382953229615}
{"data_time": 0.004872902296483517, "eta_seconds": 31244.328194044298, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3786764705882353, "fast_rcnn/fg_cls_accuracy": 0.5945378151260504, "iteration": 181879, "loss_box_reg": 0.006758843213901855, "loss_cls": 0.039629749866435304, "loss_rpn_cls": 0.0010893563962781627, "loss_rpn_loc": 0.002433317891700426, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5356742574367672, "total_loss": 0.05078028667992385}
{"data_time": 0.0038237152621150017, "eta_seconds": 31226.757623862242, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3258341759352882, "fast_rcnn/fg_cls_accuracy": 0.6741658240647118, "iteration": 181899, "loss_box_reg": 0.007154777558753267, "loss_cls": 0.04250103991944343, "loss_rpn_cls": 0.0005080908171635201, "loss_rpn_loc": 0.0022997674968792126, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5414312821812928, "total_loss": 0.05336685005863728}
{"data_time": 0.004201481817290187, "eta_seconds": 31237.448255040683, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40959925442684064, "fast_rcnn/fg_cls_accuracy": 0.5904007455731594, "iteration": 181919, "loss_box_reg": 0.00697343418141827, "loss_cls": 0.04079527594149113, "loss_rpn_cls": 0.0006617101146275672, "loss_rpn_loc": 0.0018787137560138945, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5448302500881255, "total_loss": 0.051796887600460195}
{"data_time": 0.0043955964501947165, "eta_seconds": 31226.691743184812, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4042867701404287, "fast_rcnn/fg_cls_accuracy": 0.5957132298595713, "iteration": 181939, "loss_box_reg": 0.00735698506468907, "loss_cls": 0.04185774500365369, "loss_rpn_cls": 0.0008839222626875198, "loss_rpn_loc": 0.001778435969754355, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5395577049348503, "total_loss": 0.05332077985963224}
{"data_time": 0.003702037502080202, "eta_seconds": 31207.18350081565, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.13100686498855835, "fast_rcnn/fg_cls_accuracy": 0.8675438596491228, "iteration": 181959, "loss_box_reg": 0.007438984728651121, "loss_cls": 0.042659344035200775, "loss_rpn_cls": 0.0007531938193210408, "loss_rpn_loc": 0.0019021829120902112, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5325753090437502, "total_loss": 0.05406956525632722}
{"data_time": 0.003985171904787421, "eta_seconds": 31196.430004666094, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4395032051282051, "fast_rcnn/fg_cls_accuracy": 0.5211805555555555, "iteration": 181979, "loss_box_reg": 0.008180053991964087, "loss_cls": 0.041031985310837626, "loss_rpn_cls": 0.0006776619774200299, "loss_rpn_loc": 0.00201332738288329, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5455600225832313, "total_loss": 0.05263505028528925}
{"data_time": 0.004488463280722499, "eta_seconds": 31185.67650851654, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4642857142857143, "fast_rcnn/fg_cls_accuracy": 0.5357142857142857, "iteration": 181999, "loss_box_reg": 0.00691655493574217, "loss_cls": 0.04188341088593006, "loss_rpn_cls": 0.0009019472236104775, "loss_rpn_loc": 0.0033257920113101136, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5347288486082107, "total_loss": 0.05236578712447226}
{"data_time": 0.004291952587664127, "eta_seconds": 31180.858314012643, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25125448028673836, "fast_rcnn/fg_cls_accuracy": 0.7487455197132616, "iteration": 182019, "loss_box_reg": 0.0077989228593651205, "loss_cls": 0.04464031106908806, "loss_rpn_cls": 0.0007455581346675899, "loss_rpn_loc": 0.0020044898346895934, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388934169895947, "total_loss": 0.054167669336948165}
{"data_time": 0.004015673650428653, "eta_seconds": 31188.408005845267, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.40341880341880343, "fast_rcnn/fg_cls_accuracy": 0.5388888888888889, "iteration": 182039, "loss_box_reg": 0.006753205641871318, "loss_cls": 0.042611440701875836, "loss_rpn_cls": 0.0014673113350909261, "loss_rpn_loc": 0.0017293154069193406, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5405293714720756, "total_loss": 0.053239302375118314}
{"data_time": 0.0041086855344474316, "eta_seconds": 31169.09048173763, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3194444444444444, "fast_rcnn/fg_cls_accuracy": 0.6654040404040404, "iteration": 182059, "loss_box_reg": 0.0065609407756710425, "loss_cls": 0.043790897470898926, "loss_rpn_cls": 0.0005209956466387666, "loss_rpn_loc": 0.001875704481790308, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340330968610942, "total_loss": 0.05284821986265342}
{"data_time": 0.00394996115937829, "eta_seconds": 31158.331575097516, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24190177638453503, "fast_rcnn/fg_cls_accuracy": 0.758098223615465, "iteration": 182079, "loss_box_reg": 0.008053302590269595, "loss_cls": 0.04477479541674256, "loss_rpn_cls": 0.0007415199636398029, "loss_rpn_loc": 0.002165517224057112, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5328782151918858, "total_loss": 0.05512951864764659}
{"data_time": 0.003603318938985467, "eta_seconds": 31163.08413418336, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3442508710801394, "fast_rcnn/fg_cls_accuracy": 0.6557491289198607, "iteration": 182099, "loss_box_reg": 0.006850758480140939, "loss_cls": 0.043632838991470635, "loss_rpn_cls": 0.0005665435011223963, "loss_rpn_loc": 0.0019827227806672454, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427463483065367, "total_loss": 0.05399491821492575}
{"data_time": 0.004012701567262411, "eta_seconds": 31136.81376181729, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.27281947261663286, "fast_rcnn/fg_cls_accuracy": 0.7271805273833671, "iteration": 182119, "loss_box_reg": 0.0072245866467710584, "loss_cls": 0.03813312022248283, "loss_rpn_cls": 0.0007194377718633405, "loss_rpn_loc": 0.0022911562155059073, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367292053997517, "total_loss": 0.04882251015339989}
{"data_time": 0.004446951439604163, "eta_seconds": 31136.553466671612, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4652777777777778, "fast_rcnn/fg_cls_accuracy": 0.5347222222222222, "iteration": 182139, "loss_box_reg": 0.007394816115265712, "loss_cls": 0.04224052745848894, "loss_rpn_cls": 0.0011472259284346364, "loss_rpn_loc": 0.0019140701333526522, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5340481481980532, "total_loss": 0.053831063776272}
{"data_time": 0.0046362620778381824, "eta_seconds": 31134.70706459484, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40740740740740744, "fast_rcnn/fg_cls_accuracy": 0.5925925925925926, "iteration": 182159, "loss_box_reg": 0.007553298550192267, "loss_cls": 0.04262970539275557, "loss_rpn_cls": 0.0006408974655869315, "loss_rpn_loc": 0.002072612140182173, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393976769410074, "total_loss": 0.05408319463185762}
{"data_time": 0.004206343553960323, "eta_seconds": 31120.027075916063, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38095238095238093, "fast_rcnn/fg_cls_accuracy": 0.6190476190476191, "iteration": 182179, "loss_box_reg": 0.007051105727441609, "loss_cls": 0.041700069908984005, "loss_rpn_cls": 0.0007108950856036245, "loss_rpn_loc": 0.00241200134405517, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5343067629728466, "total_loss": 0.05259500453383126}
{"data_time": 0.003908269805833697, "eta_seconds": 31117.244241452543, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3865576102418208, "fast_rcnn/fg_cls_accuracy": 0.5804093567251463, "iteration": 182199, "loss_box_reg": 0.007936827547382563, "loss_cls": 0.044045993010513484, "loss_rpn_cls": 0.0007608856121805729, "loss_rpn_loc": 0.001604821165528847, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54280532640405, "total_loss": 0.052983129292442754}
{"data_time": 0.004231257596984506, "eta_seconds": 31110.4419098855, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45952380952380956, "fast_rcnn/fg_cls_accuracy": 0.5404761904761906, "iteration": 182219, "loss_box_reg": 0.007348830695264041, "loss_cls": 0.044673489639535546, "loss_rpn_cls": 0.0007369607444616122, "loss_rpn_loc": 0.0023769286199240014, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5321528306230903, "total_loss": 0.056630915876894505}
{"data_time": 0.004180078860372305, "eta_seconds": 31099.673511308152, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3174962292609351, "fast_rcnn/fg_cls_accuracy": 0.5735294117647058, "iteration": 182239, "loss_box_reg": 0.007539552840171382, "loss_cls": 0.044958633836358786, "loss_rpn_cls": 0.0010109198229315552, "loss_rpn_loc": 0.00198095658015518, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5408154940232635, "total_loss": 0.05416911785505363}
{"data_time": 0.004134356742724776, "eta_seconds": 31103.154678306542, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.40610599078341014, "fast_rcnn/fg_cls_accuracy": 0.5938940092165899, "iteration": 182259, "loss_box_reg": 0.007381769421044737, "loss_cls": 0.04436725482810289, "loss_rpn_cls": 0.0007292743093785248, "loss_rpn_loc": 0.0020146169990766793, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5467255834955722, "total_loss": 0.053997816673586385}
{"data_time": 0.004007979528978467, "eta_seconds": 31104.67427700339, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.38615888615888616, "fast_rcnn/fg_cls_accuracy": 0.61337513061651, "iteration": 182279, "loss_box_reg": 0.006963524065213278, "loss_cls": 0.04069430485833436, "loss_rpn_cls": 0.001052756354340545, "loss_rpn_loc": 0.0018628288944455562, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404513431712985, "total_loss": 0.050798838573200555}
{"data_time": 0.0036267531104385853, "eta_seconds": 31092.515744788572, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38230289279636986, "fast_rcnn/fg_cls_accuracy": 0.6176971072036301, "iteration": 182299, "loss_box_reg": 0.007246656634379178, "loss_cls": 0.041627687751315534, "loss_rpn_cls": 0.0007425988865179534, "loss_rpn_loc": 0.001595640018422273, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424282778985798, "total_loss": 0.05281352880172108}
{"data_time": 0.004017987288534641, "eta_seconds": 31065.84619126981, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5401940401940402, "fast_rcnn/fg_cls_accuracy": 0.45980595980595984, "iteration": 182319, "loss_box_reg": 0.007295041097677313, "loss_cls": 0.04081846616463736, "loss_rpn_cls": 0.0007942606150663778, "loss_rpn_loc": 0.001763669824867975, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408535229507834, "total_loss": 0.05311074359178747}
{"data_time": 0.00450048060156405, "eta_seconds": 31048.27480610879, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3551282051282051, "fast_rcnn/fg_cls_accuracy": 0.5742835595776772, "iteration": 182339, "loss_box_reg": 0.008085646579274908, "loss_cls": 0.04225293133640662, "loss_rpn_cls": 0.0005025089517403103, "loss_rpn_loc": 0.0022440387110691518, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5351646514609456, "total_loss": 0.05357105097539261}
{"data_time": 0.0037593154702335596, "eta_seconds": 31031.108031376032, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.16666666666666666, "fast_rcnn/fg_cls_accuracy": 0.8074074074074074, "iteration": 182359, "loss_box_reg": 0.007070356165058911, "loss_cls": 0.04397142329253256, "loss_rpn_cls": 0.0007189082225806942, "loss_rpn_loc": 0.002371092899920768, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5448396573774517, "total_loss": 0.053477936238579105}
{"data_time": 0.0048051392659544945, "eta_seconds": 31024.29472126672, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41995841995842, "fast_rcnn/fg_cls_accuracy": 0.58004158004158, "iteration": 182379, "loss_box_reg": 0.006939182581845671, "loss_cls": 0.04380579834105447, "loss_rpn_cls": 0.0006675693867350674, "loss_rpn_loc": 0.0020701190805993974, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382400704547763, "total_loss": 0.05593829105032455}
{"data_time": 0.003916856134310365, "eta_seconds": 31006.501911072293, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.47198581560283687, "fast_rcnn/fg_cls_accuracy": 0.5280141843971631, "iteration": 182399, "loss_box_reg": 0.0073656007734825835, "loss_cls": 0.04026212770259008, "loss_rpn_cls": 0.0008764284409892298, "loss_rpn_loc": 0.002267519837914733, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5366310675162822, "total_loss": 0.051407670838472086}
{"data_time": 0.004568776115775108, "eta_seconds": 30998.80695259734, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.37340301974448314, "fast_rcnn/fg_cls_accuracy": 0.6265969802555169, "iteration": 182419, "loss_box_reg": 0.0075198492559138685, "loss_cls": 0.04115051275584847, "loss_rpn_cls": 0.0004628451608823525, "loss_rpn_loc": 0.0014819841762800934, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5412666259799153, "total_loss": 0.05126754526577315}
{"data_time": 0.004586561815813184, "eta_seconds": 30991.98952553468, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3900928792569659, "fast_rcnn/fg_cls_accuracy": 0.5872210953346856, "iteration": 182439, "loss_box_reg": 0.006979149067774415, "loss_cls": 0.04120134643744677, "loss_rpn_cls": 0.000634606642847757, "loss_rpn_loc": 0.0020120198714721482, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5363598719704896, "total_loss": 0.051100257019243145}
{"data_time": 0.003797631012275815, "eta_seconds": 30990.44495920418, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.42045454545454547, "fast_rcnn/fg_cls_accuracy": 0.5795454545454546, "iteration": 182459, "loss_box_reg": 0.007830129150534049, "loss_cls": 0.04315357864834368, "loss_rpn_cls": 0.00042120850366700324, "loss_rpn_loc": 0.0023092797537174192, "lr": 0.001, "roi_head/num_bg_samples": 490.75, "roi_head/num_fg_samples": 21.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5494167567230761, "total_loss": 0.05330050499856043}
{"data_time": 0.004305639769881964, "eta_seconds": 30987.588291098597, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3573454339194555, "fast_rcnn/fg_cls_accuracy": 0.6426545660805445, "iteration": 182479, "loss_box_reg": 0.0069004089455120265, "loss_cls": 0.043527208268642426, "loss_rpn_cls": 0.001200610290197801, "loss_rpn_loc": 0.0021554142822424183, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382233960554004, "total_loss": 0.05466415716523443}
{"data_time": 0.0046600899659097195, "eta_seconds": 30964.7450855684, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.485837922895358, "fast_rcnn/fg_cls_accuracy": 0.514162077104642, "iteration": 182499, "loss_box_reg": 0.007345356396399438, "loss_cls": 0.04186422878410667, "loss_rpn_cls": 0.0006023796288445737, "loss_rpn_loc": 0.0018434870307828533, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5348579776473343, "total_loss": 0.053123310621117525}
{"data_time": 0.004433275433257222, "eta_seconds": 30966.03957790439, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4108527131782945, "fast_rcnn/fg_cls_accuracy": 0.5891472868217054, "iteration": 182519, "loss_box_reg": 0.00828469661064446, "loss_cls": 0.04277793419896625, "loss_rpn_cls": 0.0012936097585907191, "loss_rpn_loc": 0.0017637415239732945, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5433741209562868, "total_loss": 0.05473901875325282}
{"data_time": 0.004320667823776603, "eta_seconds": 30959.060525843874, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3417849898580122, "fast_rcnn/fg_cls_accuracy": 0.6130713712910987, "iteration": 182539, "loss_box_reg": 0.007364740769844502, "loss_cls": 0.042779094190336764, "loss_rpn_cls": 0.0005862131170033535, "loss_rpn_loc": 0.001699989987173467, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5393768073990941, "total_loss": 0.05213435371302921}
{"data_time": 0.0037583180237561464, "eta_seconds": 30985.532056210795, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3981900452488688, "fast_rcnn/fg_cls_accuracy": 0.6018099547511313, "iteration": 182559, "loss_box_reg": 0.007051302294712514, "loss_cls": 0.04190656787250191, "loss_rpn_cls": 0.0005161873087899949, "loss_rpn_loc": 0.0023910899144539144, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5441756374202669, "total_loss": 0.0526865261367675}
{"data_time": 0.004388125147670507, "eta_seconds": 30960.11923255585, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32703488372093026, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 182579, "loss_box_reg": 0.007325489568756893, "loss_cls": 0.04158602689858526, "loss_rpn_cls": 0.000603934893490532, "loss_rpn_loc": 0.001655754390412767, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397894941270351, "total_loss": 0.052404334051111334}
{"data_time": 0.004279859596863389, "eta_seconds": 30947.361257438082, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35392798690671035, "fast_rcnn/fg_cls_accuracy": 0.6460720130932898, "iteration": 182599, "loss_box_reg": 0.007709722529398277, "loss_cls": 0.04360005725175142, "loss_rpn_cls": 0.0008812070179828879, "loss_rpn_loc": 0.002866213908419013, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390462959185243, "total_loss": 0.05599079943499419}
{"data_time": 0.003966200165450573, "eta_seconds": 30936.57839258993, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3373737373737374, "fast_rcnn/fg_cls_accuracy": 0.6626262626262627, "iteration": 182619, "loss_box_reg": 0.006916243437444791, "loss_cls": 0.04124823308666237, "loss_rpn_cls": 0.0012702553720203014, "loss_rpn_loc": 0.001693865733614075, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5395458347629756, "total_loss": 0.050982323933567386}
{"data_time": 0.004260362824425101, "eta_seconds": 30927.768574191257, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.39959349593495935, "fast_rcnn/fg_cls_accuracy": 0.5617378048780488, "iteration": 182639, "loss_box_reg": 0.00730915812891908, "loss_cls": 0.045079877017997205, "loss_rpn_cls": 0.0013288690753370247, "loss_rpn_loc": 0.0019718128896784037, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394521865528077, "total_loss": 0.05735261717893536}
{"data_time": 0.0043173145968467, "eta_seconds": 30916.98502140306, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3410714285714286, "fast_rcnn/fg_cls_accuracy": 0.6589285714285715, "iteration": 182659, "loss_box_reg": 0.007846227556001395, "loss_cls": 0.04332693701144308, "loss_rpn_cls": 0.0006589064139461698, "loss_rpn_loc": 0.0020003888548671966, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5318038831464946, "total_loss": 0.05428751485447947}
{"data_time": 0.0043764375150203705, "eta_seconds": 30942.219696844462, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.43308823529411766, "fast_rcnn/fg_cls_accuracy": 0.5567307692307693, "iteration": 182679, "loss_box_reg": 0.007755585014820099, "loss_cls": 0.04423286480596289, "loss_rpn_cls": 0.0009520883527329715, "loss_rpn_loc": 0.00209365628688829, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440788599662483, "total_loss": 0.05927876924749853}
{"data_time": 0.003753682365640998, "eta_seconds": 30938.014762954088, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39335664335664333, "fast_rcnn/fg_cls_accuracy": 0.6066433566433567, "iteration": 182699, "loss_box_reg": 0.007262590137543157, "loss_cls": 0.04246617009630427, "loss_rpn_cls": 0.0005820111457808252, "loss_rpn_loc": 0.0022834091305412585, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5387933794409037, "total_loss": 0.0520911270717761}
{"data_time": 0.0039246645756065845, "eta_seconds": 30923.661345792236, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40407470288624786, "fast_rcnn/fg_cls_accuracy": 0.5959252971137521, "iteration": 182719, "loss_box_reg": 0.007516453115385957, "loss_cls": 0.04380864149425179, "loss_rpn_cls": 0.0008414044034452672, "loss_rpn_loc": 0.00195331648865249, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536715708905831, "total_loss": 0.05581312822846485}
{"data_time": 0.0038353230338543653, "eta_seconds": 30904.979353421833, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.423963133640553, "fast_rcnn/fg_cls_accuracy": 0.5662020905923345, "iteration": 182739, "loss_box_reg": 0.008317687519593164, "loss_cls": 0.040783298725727946, "loss_rpn_cls": 0.0004437255975062726, "loss_rpn_loc": 0.002427086565148784, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5361476035322994, "total_loss": 0.053074297123998804}
{"data_time": 0.004714159062132239, "eta_seconds": 30870.479337041965, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.20202020202020202, "fast_rcnn/fg_cls_accuracy": 0.7592592592592593, "iteration": 182759, "loss_box_reg": 0.007326609207666479, "loss_cls": 0.04039273876696825, "loss_rpn_cls": 0.0007603422743045485, "loss_rpn_loc": 0.0020114462422498036, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5293945039156824, "total_loss": 0.050754600672007655}
{"data_time": 0.003707725554704666, "eta_seconds": 30866.856945186155, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.37422360248447206, "fast_rcnn/fg_cls_accuracy": 0.6168478260869565, "iteration": 182779, "loss_box_reg": 0.006407687615137547, "loss_cls": 0.042485795565880835, "loss_rpn_cls": 0.001025588905577024, "loss_rpn_loc": 0.002070552985969698, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5398307559080422, "total_loss": 0.052370682972650684}
{"data_time": 0.0044418522156775, "eta_seconds": 30864.03502700175, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.17450980392156862, "fast_rcnn/fg_cls_accuracy": 0.7879901960784313, "iteration": 182799, "loss_box_reg": 0.006650455485214479, "loss_cls": 0.04283978568855673, "loss_rpn_cls": 0.0010237303992823854, "loss_rpn_loc": 0.0016946533251029905, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5393661106936634, "total_loss": 0.05428761979828778}
{"data_time": 0.004044000757858157, "eta_seconds": 30833.754431084963, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.39852607709750565, "fast_rcnn/fg_cls_accuracy": 0.5959183673469388, "iteration": 182819, "loss_box_reg": 0.006839134352048859, "loss_cls": 0.043136305757798254, "loss_rpn_cls": 0.000769423243127676, "loss_rpn_loc": 0.0020627236990549136, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366764480713755, "total_loss": 0.05309809844723645}
{"data_time": 0.004115530056878924, "eta_seconds": 30819.02123158239, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3133116883116883, "fast_rcnn/fg_cls_accuracy": 0.6866883116883117, "iteration": 182839, "loss_box_reg": 0.007303538717678748, "loss_cls": 0.042786030942806974, "loss_rpn_cls": 0.0008883130482217894, "loss_rpn_loc": 0.0019457761227386072, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5344549028668553, "total_loss": 0.05362175843447403}
{"data_time": 0.004347317386418581, "eta_seconds": 30796.910356898094, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3140151515151515, "fast_rcnn/fg_cls_accuracy": 0.6859848484848485, "iteration": 182859, "loss_box_reg": 0.007661270967219025, "loss_cls": 0.04167449445230886, "loss_rpn_cls": 0.0008804717379007343, "loss_rpn_loc": 0.0024010123725020094, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5354561179410666, "total_loss": 0.052974727017272016}
{"data_time": 0.003834182396531105, "eta_seconds": 30772.101159156533, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3094606542882405, "fast_rcnn/fg_cls_accuracy": 0.6905393457117595, "iteration": 182879, "loss_box_reg": 0.0071349778736475855, "loss_cls": 0.0433291430817917, "loss_rpn_cls": 0.0006859960706151469, "loss_rpn_loc": 0.0017708073901303578, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.533836972201243, "total_loss": 0.05272882764671749}
{"data_time": 0.004396463045850396, "eta_seconds": 30761.32680255943, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3654970760233918, "fast_rcnn/fg_cls_accuracy": 0.6345029239766082, "iteration": 182899, "loss_box_reg": 0.007265637264936231, "loss_cls": 0.042873325641267, "loss_rpn_cls": 0.000860293502029208, "loss_rpn_loc": 0.0015911659156699898, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.541013537440449, "total_loss": 0.05399852560475438}
{"data_time": 0.0048005711287260056, "eta_seconds": 30745.674980241805, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4053295932678822, "fast_rcnn/fg_cls_accuracy": 0.5736559139784947, "iteration": 182919, "loss_box_reg": 0.007890077569754794, "loss_cls": 0.04060358332935721, "loss_rpn_cls": 0.0008330138417704802, "loss_rpn_loc": 0.0022814960066170897, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5411231254693121, "total_loss": 0.05325030153926491}
{"data_time": 0.004494026768952608, "eta_seconds": 30736.97118492471, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5063131313131313, "iteration": 182939, "loss_box_reg": 0.007997159351361915, "loss_cls": 0.04501574975438416, "loss_rpn_cls": 0.0007209017418290387, "loss_rpn_loc": 0.0018363076087553054, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5412248596549034, "total_loss": 0.054581926741661846}
{"data_time": 0.004071847768500447, "eta_seconds": 30729.00373276812, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2625, "fast_rcnn/fg_cls_accuracy": 0.7177631578947368, "iteration": 182959, "loss_box_reg": 0.0066198264685226604, "loss_cls": 0.041108370933216065, "loss_rpn_cls": 0.0007881865301442303, "loss_rpn_loc": 0.0026049753032566514, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5268924017436802, "total_loss": 0.050872241515435235}
{"data_time": 0.004283589543774724, "eta_seconds": 30710.494468409568, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.37479474548440067, "fast_rcnn/fg_cls_accuracy": 0.6252052545155993, "iteration": 182979, "loss_box_reg": 0.0077114781306590885, "loss_cls": 0.04158547648694366, "loss_rpn_cls": 0.0007618512855174231, "loss_rpn_loc": 0.0022481258019979578, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5382498090621084, "total_loss": 0.05312417559093774}
{"data_time": 0.0039539176505059, "eta_seconds": 30704.651066611055, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.36139455782312924, "fast_rcnn/fg_cls_accuracy": 0.6386054421768708, "iteration": 182999, "loss_box_reg": 0.0077851550304330885, "loss_cls": 0.044341337867081165, "loss_rpn_cls": 0.0010043238451089564, "loss_rpn_loc": 0.002390485671639908, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5388729500118643, "total_loss": 0.057940730864459056}
{"data_time": 0.004149317508563399, "eta_seconds": 30691.811742071062, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4264069264069264, "fast_rcnn/fg_cls_accuracy": 0.5735930735930737, "iteration": 183019, "loss_box_reg": 0.007673506494029425, "loss_cls": 0.04386681504547596, "loss_rpn_cls": 0.00033095629646595626, "loss_rpn_loc": 0.0016196375836443622, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372278890572488, "total_loss": 0.05395758660927186}
{"data_time": 0.0042587933130562305, "eta_seconds": 30674.46233658213, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2739018087855297, "fast_rcnn/fg_cls_accuracy": 0.653875968992248, "iteration": 183039, "loss_box_reg": 0.007776542974170297, "loss_cls": 0.04033195390366018, "loss_rpn_cls": 0.0006588394414279719, "loss_rpn_loc": 0.002085084717691643, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5337537676095963, "total_loss": 0.05214515672878406}
{"data_time": 0.004644879139959812, "eta_seconds": 30660.581948537845, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3012995896032832, "fast_rcnn/fg_cls_accuracy": 0.6987004103967168, "iteration": 183059, "loss_box_reg": 0.007195752463303506, "loss_cls": 0.04133808985352516, "loss_rpn_cls": 0.0006144972828963091, "loss_rpn_loc": 0.001985424303711625, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5314758049789816, "total_loss": 0.05386717255305484}
{"data_time": 0.00423293118365109, "eta_seconds": 30654.36661596247, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.45436507936507936, "fast_rcnn/fg_cls_accuracy": 0.5456349206349207, "iteration": 183079, "loss_box_reg": 0.007532171526690945, "loss_cls": 0.042394899879582226, "loss_rpn_cls": 0.00083898627877943, "loss_rpn_loc": 0.0022766706242691725, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5435111029073596, "total_loss": 0.05427728924371422}
{"data_time": 0.0038414252921938896, "eta_seconds": 30638.86297490797, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.40900900900900905, "fast_rcnn/fg_cls_accuracy": 0.590990990990991, "iteration": 183099, "loss_box_reg": 0.00700903485994786, "loss_cls": 0.042091292212717235, "loss_rpn_cls": 0.0011955197144857266, "loss_rpn_loc": 0.002105122212014976, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5423831308726221, "total_loss": 0.05138811049380365}
{"data_time": 0.004376092227175832, "eta_seconds": 30628.09379230137, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.29962962962962963, "fast_rcnn/fg_cls_accuracy": 0.6589473684210527, "iteration": 183119, "loss_box_reg": 0.007253948977449909, "loss_cls": 0.04572035325691104, "loss_rpn_cls": 0.001034992479532093, "loss_rpn_loc": 0.00250626349952654, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370951029472053, "total_loss": 0.05681709966791004}
{"data_time": 0.004174532601609826, "eta_seconds": 30617.32460969477, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3620689655172414, "fast_rcnn/fg_cls_accuracy": 0.6379310344827587, "iteration": 183139, "loss_box_reg": 0.007358147646300495, "loss_cls": 0.046228033083025366, "loss_rpn_cls": 0.0007211771221591334, "loss_rpn_loc": 0.0019877086342603434, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384034253656864, "total_loss": 0.056519507511211486}
{"data_time": 0.004412380745634437, "eta_seconds": 30606.55542708817, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2943722943722944, "fast_rcnn/fg_cls_accuracy": 0.6095238095238096, "iteration": 183159, "loss_box_reg": 0.007472786499420181, "loss_cls": 0.041850586188957095, "loss_rpn_cls": 0.0008911140529903605, "loss_rpn_loc": 0.0021175279543967918, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5421821519266814, "total_loss": 0.053827010296799926}
{"data_time": 0.0038612945936620235, "eta_seconds": 30600.51238533412, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.445, "fast_rcnn/fg_cls_accuracy": 0.555, "iteration": 183179, "loss_box_reg": 0.00738930277293548, "loss_cls": 0.045293646631762385, "loss_rpn_cls": 0.0010826088739577244, "loss_rpn_loc": 0.0017088195563701447, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540516845183447, "total_loss": 0.05632783885903336}
{"data_time": 0.003963513998314738, "eta_seconds": 30589.74153920845, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.25924468922108573, "fast_rcnn/fg_cls_accuracy": 0.7407553107789142, "iteration": 183199, "loss_box_reg": 0.007547426197561435, "loss_cls": 0.043239428545348346, "loss_rpn_cls": 0.0008344188701130406, "loss_rpn_loc": 0.0027704571657523047, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5459595874417573, "total_loss": 0.05399303785816301}
{"data_time": 0.0038460236974060535, "eta_seconds": 30581.23474528268, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22876447876447875, "fast_rcnn/fg_cls_accuracy": 0.6888513513513514, "iteration": 183219, "loss_box_reg": 0.006991983944317326, "loss_cls": 0.039520263439044356, "loss_rpn_cls": 0.0007982419815562025, "loss_rpn_loc": 0.002122885967764887, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5391324402298778, "total_loss": 0.05067777872335455}
{"data_time": 0.003923746990039945, "eta_seconds": 30577.456387666287, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.45123780945236314, "fast_rcnn/fg_cls_accuracy": 0.548762190547637, "iteration": 183239, "loss_box_reg": 0.007120236550690606, "loss_cls": 0.041863101127091795, "loss_rpn_cls": 0.0004213761440041708, "loss_rpn_loc": 0.0019525402240105905, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5454332979861647, "total_loss": 0.053022240843091595}
{"data_time": 0.004076075507327914, "eta_seconds": 30550.56071139942, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.40384615384615385, "fast_rcnn/fg_cls_accuracy": 0.5961538461538461, "iteration": 183259, "loss_box_reg": 0.007589276414364576, "loss_cls": 0.044488561106845737, "loss_rpn_cls": 0.0006441110384116655, "loss_rpn_loc": 0.0017260530166822718, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5332401150371879, "total_loss": 0.05549720073395292}
{"data_time": 0.003908226499333978, "eta_seconds": 30538.7806901671, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2893559928443649, "fast_rcnn/fg_cls_accuracy": 0.6826923076923077, "iteration": 183279, "loss_box_reg": 0.006828129291534424, "loss_cls": 0.044385179062373936, "loss_rpn_cls": 0.0006571425596462177, "loss_rpn_loc": 0.001667418888246175, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5383986255619675, "total_loss": 0.05446081961508753}
{"data_time": 0.0038334541022777557, "eta_seconds": 30528.012621659786, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.30303030303030304, "fast_rcnn/fg_cls_accuracy": 0.6515151515151516, "iteration": 183299, "loss_box_reg": 0.007398656394798309, "loss_cls": 0.04209020920097828, "loss_rpn_cls": 0.00038073796326898446, "loss_rpn_loc": 0.0014695741519972216, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5393553609028459, "total_loss": 0.0527829541390048}
{"data_time": 0.004206149373203516, "eta_seconds": 30516.834322116105, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19719251336898397, "fast_rcnn/fg_cls_accuracy": 0.802807486631016, "iteration": 183319, "loss_box_reg": 0.007486768328817561, "loss_cls": 0.04301611572736874, "loss_rpn_cls": 0.0007083313921611989, "loss_rpn_loc": 0.002160097825253615, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535057069035247, "total_loss": 0.05600026813954173}
{"data_time": 0.0038806379307061434, "eta_seconds": 30506.066398359602, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2270220588235294, "fast_rcnn/fg_cls_accuracy": 0.7729779411764706, "iteration": 183339, "loss_box_reg": 0.006547996075823903, "loss_cls": 0.04030185064766556, "loss_rpn_cls": 0.0006889343428326811, "loss_rpn_loc": 0.0021471517356985714, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5346462645102292, "total_loss": 0.05230074925475492}
{"data_time": 0.0037943630013614893, "eta_seconds": 30495.2984746031, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.18784994400895855, "fast_rcnn/fg_cls_accuracy": 0.7908734602463605, "iteration": 183359, "loss_box_reg": 0.007220993036753498, "loss_cls": 0.04293830168899149, "loss_rpn_cls": 0.0011162642167619197, "loss_rpn_loc": 0.001826095887736301, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5392330673057586, "total_loss": 0.05402806537813376}
{"data_time": 0.00399122666567564, "eta_seconds": 30485.57181830611, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.40288568257491675, "fast_rcnn/fg_cls_accuracy": 0.5962566844919786, "iteration": 183379, "loss_box_reg": 0.007321026656427421, "loss_cls": 0.044256930879782885, "loss_rpn_cls": 0.0005586868765021791, "loss_rpn_loc": 0.0022943264157220256, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5436045622918755, "total_loss": 0.05601082621410569}
{"data_time": 0.004166062455624342, "eta_seconds": 30474.172279123217, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2528985507246377, "fast_rcnn/fg_cls_accuracy": 0.7471014492753623, "iteration": 183399, "loss_box_reg": 0.006790216764784418, "loss_cls": 0.04360231425380334, "loss_rpn_cls": 0.0006902864984112966, "loss_rpn_loc": 0.0016038316935009789, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5286001688800752, "total_loss": 0.05400967195538442}
{"data_time": 0.0037777170073240995, "eta_seconds": 30459.42930911109, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3943181818181818, "fast_rcnn/fg_cls_accuracy": 0.6056818181818182, "iteration": 183419, "loss_box_reg": 0.007259153237100691, "loss_cls": 0.04287270316854119, "loss_rpn_cls": 0.0007516885890481717, "loss_rpn_loc": 0.0024858107481122715, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374086364172399, "total_loss": 0.05303692273000138}
{"data_time": 0.004199229413643479, "eta_seconds": 30453.2669436289, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2714987714987715, "fast_rcnn/fg_cls_accuracy": 0.6583333333333333, "iteration": 183439, "loss_box_reg": 0.008159297954989597, "loss_cls": 0.04237715236376971, "loss_rpn_cls": 0.0011812687247356735, "loss_rpn_loc": 0.0020002083329018205, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398632844444364, "total_loss": 0.055011168785199516}
{"data_time": 0.004025747068226337, "eta_seconds": 30441.458855820587, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32845345345345345, "fast_rcnn/fg_cls_accuracy": 0.651910531220876, "iteration": 183459, "loss_box_reg": 0.007500213570892811, "loss_cls": 0.044594669598154724, "loss_rpn_cls": 0.0005798815667503732, "loss_rpn_loc": 0.0020762692984135356, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5357508300803602, "total_loss": 0.05591606211328326}
{"data_time": 0.004366974346339703, "eta_seconds": 30427.129318680614, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28808446455505277, "fast_rcnn/fg_cls_accuracy": 0.7119155354449472, "iteration": 183479, "loss_box_reg": 0.006894765247125179, "loss_cls": 0.03887628982192837, "loss_rpn_cls": 0.000809446849757478, "loss_rpn_loc": 0.0023337539823842235, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5363866430707276, "total_loss": 0.050589508291295715}
{"data_time": 0.003992947982624173, "eta_seconds": 30416.36265520379, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1225, "fast_rcnn/fg_cls_accuracy": 0.8375, "iteration": 183499, "loss_box_reg": 0.007112604536814615, "loss_cls": 0.041588544845581055, "loss_rpn_cls": 0.0004337324504604112, "loss_rpn_loc": 0.0021194758301135153, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5304420785978436, "total_loss": 0.05301073937869205}
{"data_time": 0.004136349074542522, "eta_seconds": 30405.595991726965, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23384615384615387, "fast_rcnn/fg_cls_accuracy": 0.6939799331103679, "iteration": 183519, "loss_box_reg": 0.00755332616972737, "loss_cls": 0.0420487328665331, "loss_rpn_cls": 0.0006393312947636787, "loss_rpn_loc": 0.0029583511422970332, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5474122550804168, "total_loss": 0.05356571213053485}
{"data_time": 0.0039835472125560045, "eta_seconds": 30385.99020266137, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29702194357366773, "fast_rcnn/fg_cls_accuracy": 0.7029780564263323, "iteration": 183539, "loss_box_reg": 0.006583140988368541, "loss_cls": 0.040724327438510954, "loss_rpn_cls": 0.0007961354295673573, "loss_rpn_loc": 0.0019690506996994372, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5341546689160168, "total_loss": 0.05244650174722665}
{"data_time": 0.00397094339132309, "eta_seconds": 30360.050115134334, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7321428571428572, "iteration": 183559, "loss_box_reg": 0.007752034332952462, "loss_cls": 0.039837040880229324, "loss_rpn_cls": 0.0011567230468187972, "loss_rpn_loc": 0.0020653856117860414, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538627163739875, "total_loss": 0.052183794112806936}
{"data_time": 0.0040031480602920055, "eta_seconds": 30346.33400635631, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45079365079365075, "fast_rcnn/fg_cls_accuracy": 0.5492063492063493, "iteration": 183579, "loss_box_reg": 0.007343352204770781, "loss_cls": 0.04528845148161054, "loss_rpn_cls": 0.0008802479487712844, "loss_rpn_loc": 0.0020843452111876104, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375777618028224, "total_loss": 0.05721564822238179}
{"data_time": 0.003874734975397587, "eta_seconds": 30332.93840335915, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.26136363636363635, "fast_rcnn/fg_cls_accuracy": 0.7386363636363636, "iteration": 183599, "loss_box_reg": 0.0071673091588309035, "loss_cls": 0.043227417627349496, "loss_rpn_cls": 0.0007044420985380384, "loss_rpn_loc": 0.001683688798948424, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5391356025356799, "total_loss": 0.053769033343712636}
{"data_time": 0.003918376984074712, "eta_seconds": 30322.182232935447, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.44675324675324674, "fast_rcnn/fg_cls_accuracy": 0.5532467532467532, "iteration": 183619, "loss_box_reg": 0.006499645998701453, "loss_cls": 0.03979158264701255, "loss_rpn_cls": 0.0007644185562867278, "loss_rpn_loc": 0.0022275332412391435, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5425924386363477, "total_loss": 0.04909555645429009}
{"data_time": 0.004455273039638996, "eta_seconds": 30298.335382444784, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.15431201550387597, "fast_rcnn/fg_cls_accuracy": 0.845687984496124, "iteration": 183639, "loss_box_reg": 0.007960003102198243, "loss_cls": 0.04301895434036851, "loss_rpn_cls": 0.0009491757130035694, "loss_rpn_loc": 0.0019858778159687063, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354982609860599, "total_loss": 0.052641976818676994}
{"data_time": 0.0039002355188131332, "eta_seconds": 30287.583857318386, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41145833333333337, "fast_rcnn/fg_cls_accuracy": 0.5885416666666667, "iteration": 183659, "loss_box_reg": 0.007245394343044609, "loss_cls": 0.04164883797056973, "loss_rpn_cls": 0.0007620411863626941, "loss_rpn_loc": 0.0020315402834967244, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5382445575669408, "total_loss": 0.05172012146272209}
{"data_time": 0.004679705016314983, "eta_seconds": 30257.21193959331, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4539295392953929, "fast_rcnn/fg_cls_accuracy": 0.5460704607046071, "iteration": 183679, "loss_box_reg": 0.007257735473103821, "loss_cls": 0.042308772390242666, "loss_rpn_cls": 0.0004927778838919039, "loss_rpn_loc": 0.0024789681083348114, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5381222304422408, "total_loss": 0.05409913616287554}
{"data_time": 0.004183492157608271, "eta_seconds": 30240.17726035486, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3494871794871795, "fast_rcnn/fg_cls_accuracy": 0.6282051282051282, "iteration": 183699, "loss_box_reg": 0.007764823618344963, "loss_cls": 0.04399755538906902, "loss_rpn_cls": 0.0004684465104674018, "loss_rpn_loc": 0.0016718890765332617, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5323678522836417, "total_loss": 0.05530965829439083}
{"data_time": 0.004641026025637984, "eta_seconds": 30225.573415151564, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.25705329153605017, "fast_rcnn/fg_cls_accuracy": 0.7429467084639498, "iteration": 183719, "loss_box_reg": 0.006966529239434749, "loss_cls": 0.04176580169587396, "loss_rpn_cls": 0.000547155893116269, "loss_rpn_loc": 0.0015678389554523164, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5303525079507381, "total_loss": 0.05119213261917821}
{"data_time": 0.003958348883315921, "eta_seconds": 30223.581227521412, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4142300194931774, "fast_rcnn/fg_cls_accuracy": 0.5657142857142857, "iteration": 183739, "loss_box_reg": 0.008246203826274723, "loss_cls": 0.0444783620769158, "loss_rpn_cls": 0.0010880673993369783, "loss_rpn_loc": 0.0016717488015274284, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5405515979509801, "total_loss": 0.05671871835585307}
{"data_time": 0.004815323045477271, "eta_seconds": 30217.481700054836, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4257246376811594, "fast_rcnn/fg_cls_accuracy": 0.5742753623188406, "iteration": 183759, "loss_box_reg": 0.007502669264795259, "loss_cls": 0.042655248078517616, "loss_rpn_cls": 0.0008027684540365954, "loss_rpn_loc": 0.0019400149867578875, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379159576259553, "total_loss": 0.05542188920594526}
{"data_time": 0.004867113893851638, "eta_seconds": 30203.489150687587, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 183779, "loss_box_reg": 0.006982966209761798, "loss_cls": 0.04232112132012844, "loss_rpn_cls": 0.000760104319454058, "loss_rpn_loc": 0.0020587558683473617, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5385712191928178, "total_loss": 0.05169864206283137}
{"data_time": 0.003474734490737319, "eta_seconds": 30190.280484152725, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44531864673485444, "fast_rcnn/fg_cls_accuracy": 0.5546813532651456, "iteration": 183799, "loss_box_reg": 0.006712495756801218, "loss_cls": 0.04254256677813828, "loss_rpn_cls": 0.0008659920988520753, "loss_rpn_loc": 0.001924605563544901, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5359290111809969, "total_loss": 0.05124036799134046}
{"data_time": 0.004390358226373792, "eta_seconds": 30179.536803263007, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4642857142857143, "fast_rcnn/fg_cls_accuracy": 0.5357142857142857, "iteration": 183819, "loss_box_reg": 0.008361714950297028, "loss_cls": 0.041336634079925716, "loss_rpn_cls": 0.0005192920111767307, "loss_rpn_loc": 0.0022952711042307783, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5324301633518189, "total_loss": 0.0548981560088464}
{"data_time": 0.0040733665227890015, "eta_seconds": 30174.498848825227, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37142857142857144, "fast_rcnn/fg_cls_accuracy": 0.6160714285714286, "iteration": 183839, "loss_box_reg": 0.006816122855525464, "loss_cls": 0.03980852916720323, "loss_rpn_cls": 0.0006671055602396336, "loss_rpn_loc": 0.0023865084258432034, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542426307220012, "total_loss": 0.05201468566428957}
{"data_time": 0.003914467291906476, "eta_seconds": 30189.246311207302, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40029761904761907, "fast_rcnn/fg_cls_accuracy": 0.5997023809523809, "iteration": 183859, "loss_box_reg": 0.007217705191578716, "loss_cls": 0.04382868087850511, "loss_rpn_cls": 0.000450277449033365, "loss_rpn_loc": 0.0017075109863071702, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419867397285998, "total_loss": 0.05518212003738654}
{"data_time": 0.0038585190195590258, "eta_seconds": 30178.491516561247, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4437551695616212, "fast_rcnn/fg_cls_accuracy": 0.5562448304383788, "iteration": 183879, "loss_box_reg": 0.007594381328090094, "loss_cls": 0.04367083072429523, "loss_rpn_cls": 0.0011459666476412167, "loss_rpn_loc": 0.002008249361097114, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373025690205395, "total_loss": 0.05486725313471652}
{"data_time": 0.0037317106034606695, "eta_seconds": 30148.60980567755, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.27930763178599527, "fast_rcnn/fg_cls_accuracy": 0.7206923682140047, "iteration": 183899, "loss_box_reg": 0.007616538990987465, "loss_cls": 0.043207916780374944, "loss_rpn_cls": 0.001092800765775337, "loss_rpn_loc": 0.0018246715044369921, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.533619194990024, "total_loss": 0.05453738505184447}
{"data_time": 0.003888800274580717, "eta_seconds": 30144.858310966752, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22377622377622378, "fast_rcnn/fg_cls_accuracy": 0.7690317812269032, "iteration": 183919, "loss_box_reg": 0.006874005834106356, "loss_cls": 0.04323438607389107, "loss_rpn_cls": 0.0006537245186564178, "loss_rpn_loc": 0.002196503335653688, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5467669263016433, "total_loss": 0.053344195410971906}
{"data_time": 0.003716923063620925, "eta_seconds": 30134.10783992987, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3102665910380034, "fast_rcnn/fg_cls_accuracy": 0.6627906976744186, "iteration": 183939, "loss_box_reg": 0.00756027149327565, "loss_cls": 0.04176740854745731, "loss_rpn_cls": 0.00047585289610196924, "loss_rpn_loc": 0.0026160120196436765, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5412404132075608, "total_loss": 0.05352817807317933}
{"data_time": 0.004601058317348361, "eta_seconds": 30135.47233797703, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.31746920492721165, "fast_rcnn/fg_cls_accuracy": 0.6352973267866885, "iteration": 183959, "loss_box_reg": 0.007309022650588304, "loss_cls": 0.04367597622331232, "loss_rpn_cls": 0.001519923702474557, "loss_rpn_loc": 0.0019276625971542671, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5362013066187501, "total_loss": 0.05505122385990546}
{"data_time": 0.0038307534996420145, "eta_seconds": 30144.159156600013, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3483193277310924, "fast_rcnn/fg_cls_accuracy": 0.6516806722689076, "iteration": 183979, "loss_box_reg": 0.00810901825025212, "loss_cls": 0.04243809124454856, "loss_rpn_cls": 0.0005417689402520409, "loss_rpn_loc": 0.0025383026577401324, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.54496064549312, "total_loss": 0.05384985062158876}
{"data_time": 0.004555729450657964, "eta_seconds": 30138.428956965683, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.27350427350427353, "fast_rcnn/fg_cls_accuracy": 0.7264957264957265, "iteration": 183999, "loss_box_reg": 0.007863533784984611, "loss_cls": 0.04264862963464111, "loss_rpn_cls": 0.0006040121918431396, "loss_rpn_loc": 0.001829059003284783, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5393200106918812, "total_loss": 0.052831187173012495}
{"data_time": 0.004527985583990812, "eta_seconds": 30132.912011634326, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3200607902735562, "fast_rcnn/fg_cls_accuracy": 0.6714285714285715, "iteration": 184019, "loss_box_reg": 0.007458065694663674, "loss_cls": 0.04399519204162061, "loss_rpn_cls": 0.0008052849555042485, "loss_rpn_loc": 0.002031115298450459, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539733182406053, "total_loss": 0.05494833640997854}
{"data_time": 0.00467446562834084, "eta_seconds": 30125.49299384188, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36685214626391094, "fast_rcnn/fg_cls_accuracy": 0.6331478537360891, "iteration": 184039, "loss_box_reg": 0.007389834965579212, "loss_cls": 0.04229431797284633, "loss_rpn_cls": 0.0007036376055111759, "loss_rpn_loc": 0.0017836185725172982, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5299743013456464, "total_loss": 0.05221453266722165}
{"data_time": 0.004230189369991422, "eta_seconds": 30114.726391031407, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.4015151515151515, "fast_rcnn/fg_cls_accuracy": 0.5984848484848485, "iteration": 184059, "loss_box_reg": 0.007062387725454755, "loss_cls": 0.039934829226695, "loss_rpn_cls": 0.0011269209286979276, "loss_rpn_loc": 0.002319050463484018, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5354139204137027, "total_loss": 0.05212356062281742}
{"data_time": 0.004593247314915061, "eta_seconds": 30103.959788220935, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3055555555555556, "fast_rcnn/fg_cls_accuracy": 0.6706349206349207, "iteration": 184079, "loss_box_reg": 0.007338826369959861, "loss_cls": 0.0422090018982999, "loss_rpn_cls": 0.0008297167040609565, "loss_rpn_loc": 0.0017325123008049559, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424446894321591, "total_loss": 0.05303740868657769}
{"data_time": 0.004747403785586357, "eta_seconds": 30087.132429631893, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.48552522746071136, "fast_rcnn/fg_cls_accuracy": 0.5144747725392886, "iteration": 184099, "loss_box_reg": 0.0071670665056444705, "loss_cls": 0.040177073096856475, "loss_rpn_cls": 0.000789320221286971, "loss_rpn_loc": 0.0025229195889551193, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5345092874485999, "total_loss": 0.05228455191490866}
{"data_time": 0.004130960209295154, "eta_seconds": 30082.42658259999, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4369034994697773, "fast_rcnn/fg_cls_accuracy": 0.5630965005302226, "iteration": 184119, "loss_box_reg": 0.0070911754737608135, "loss_cls": 0.04230088766780682, "loss_rpn_cls": 0.001089370814383983, "loss_rpn_loc": 0.0021965948581055272, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5437511880882084, "total_loss": 0.05299138031205075}
{"data_time": 0.0038267530035227537, "eta_seconds": 30071.659979789518, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24873310810810811, "fast_rcnn/fg_cls_accuracy": 0.734375, "iteration": 184139, "loss_box_reg": 0.007853983901441097, "loss_cls": 0.0432531307451427, "loss_rpn_cls": 0.000566773638865925, "loss_rpn_loc": 0.0017811006655392703, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5398367198649794, "total_loss": 0.05373471107441219}
{"data_time": 0.004402713151648641, "eta_seconds": 30052.506033918355, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43933823529411764, "fast_rcnn/fg_cls_accuracy": 0.5571895424836601, "iteration": 184159, "loss_box_reg": 0.007373918837402016, "loss_cls": 0.04031742678489536, "loss_rpn_cls": 0.0007252231471284176, "loss_rpn_loc": 0.0020513388717517955, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.529954413883388, "total_loss": 0.05212428520997037}
{"data_time": 0.004450126085430384, "eta_seconds": 30041.742435116787, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.35509838998211096, "fast_rcnn/fg_cls_accuracy": 0.644901610017889, "iteration": 184179, "loss_box_reg": 0.006942188396351412, "loss_cls": 0.04372758217505179, "loss_rpn_cls": 0.0010104763705669484, "loss_rpn_loc": 0.0021565676706813974, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407748990692198, "total_loss": 0.054450525208181944}
{"data_time": 0.003981444053351879, "eta_seconds": 29994.351716450416, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3375, "fast_rcnn/fg_cls_accuracy": 0.6625000000000001, "iteration": 184199, "loss_box_reg": 0.006870312805403955, "loss_cls": 0.044368894363287836, "loss_rpn_cls": 0.000847077300932142, "loss_rpn_loc": 0.0014944903505238472, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341375414282084, "total_loss": 0.055087717765843536}
{"data_time": 0.0042600068263709545, "eta_seconds": 29979.27310037939, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.22539682539682537, "fast_rcnn/fg_cls_accuracy": 0.7746031746031746, "iteration": 184219, "loss_box_reg": 0.007787591050146148, "loss_cls": 0.04132819129154086, "loss_rpn_cls": 0.000677180137358846, "loss_rpn_loc": 0.002112850537741906, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5369027154520154, "total_loss": 0.05220490639555919}
{"data_time": 0.004526775795966387, "eta_seconds": 29963.723531480413, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34755067567567566, "fast_rcnn/fg_cls_accuracy": 0.6524493243243243, "iteration": 184239, "loss_box_reg": 0.006934104181709699, "loss_cls": 0.04208775603910908, "loss_rpn_cls": 0.0007309816819542903, "loss_rpn_loc": 0.0027036761348426808, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5385486735031009, "total_loss": 0.052637133996995544}
{"data_time": 0.0040844089817255735, "eta_seconds": 29966.723090864718, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2901049475262369, "fast_rcnn/fg_cls_accuracy": 0.709895052473763, "iteration": 184259, "loss_box_reg": 0.007302769809029996, "loss_cls": 0.04273778077913448, "loss_rpn_cls": 0.0005688611608434258, "loss_rpn_loc": 0.0022968129378568847, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5362897294107825, "total_loss": 0.05546205793359604}
{"data_time": 0.004155372967943549, "eta_seconds": 29955.970961160958, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3830827067669173, "fast_rcnn/fg_cls_accuracy": 0.6169172932330826, "iteration": 184279, "loss_box_reg": 0.00705439891316928, "loss_cls": 0.04301987710641697, "loss_rpn_cls": 0.0004667757212359902, "loss_rpn_loc": 0.002017941773374332, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5404847962781787, "total_loss": 0.051452447222345654}
{"data_time": 0.004130837507545948, "eta_seconds": 29945.218831457198, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40100430416068866, "fast_rcnn/fg_cls_accuracy": 0.5989956958393113, "iteration": 184299, "loss_box_reg": 0.006984319974435493, "loss_cls": 0.042079873877810314, "loss_rpn_cls": 0.0006645899468935568, "loss_rpn_loc": 0.0019194539017917123, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442844687495381, "total_loss": 0.05215503375791286}
{"data_time": 0.004021954722702503, "eta_seconds": 29961.219376680907, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3673913043478261, "fast_rcnn/fg_cls_accuracy": 0.6326086956521739, "iteration": 184319, "loss_box_reg": 0.008359464671229944, "loss_cls": 0.044275207561440766, "loss_rpn_cls": 0.00039339415531003397, "loss_rpn_loc": 0.001798076893464895, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54742008051835, "total_loss": 0.05474008422743282}
{"data_time": 0.003958710469305515, "eta_seconds": 29957.959216574673, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.26785714285714285, "fast_rcnn/fg_cls_accuracy": 0.7321428571428572, "iteration": 184339, "loss_box_reg": 0.007634543755557388, "loss_cls": 0.03993369918316603, "loss_rpn_cls": 0.0006396876671033169, "loss_rpn_loc": 0.0022398296587198274, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389795415103436, "total_loss": 0.050062690824006495}
{"data_time": 0.003998391563072801, "eta_seconds": 29947.194782153238, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.31433607520564044, "fast_rcnn/fg_cls_accuracy": 0.6856639247943596, "iteration": 184359, "loss_box_reg": 0.007410963575239293, "loss_cls": 0.045063581550493836, "loss_rpn_cls": 0.0008662553303508957, "loss_rpn_loc": 0.0020565757749864133, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5400893033947796, "total_loss": 0.056225280472745}
{"data_time": 0.0045550111681222916, "eta_seconds": 29936.430347731803, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45751633986928103, "fast_rcnn/fg_cls_accuracy": 0.542483660130719, "iteration": 184379, "loss_box_reg": 0.006691061164019629, "loss_cls": 0.043841725564561784, "loss_rpn_cls": 0.001120947450544918, "loss_rpn_loc": 0.0014940925902919844, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413639303296804, "total_loss": 0.053467514736667}
{"data_time": 0.004069898976013064, "eta_seconds": 29935.43559474894, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23563218390804597, "fast_rcnn/fg_cls_accuracy": 0.6382113821138211, "iteration": 184399, "loss_box_reg": 0.007171370700234547, "loss_cls": 0.04075601586373523, "loss_rpn_cls": 0.0004877305277659616, "loss_rpn_loc": 0.0022172349108586786, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386531443800777, "total_loss": 0.05329301052597657}
{"data_time": 0.004125494509935379, "eta_seconds": 29924.66764611681, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3826832151300236, "fast_rcnn/fg_cls_accuracy": 0.6173167848699763, "iteration": 184419, "loss_box_reg": 0.0072639985592104495, "loss_cls": 0.04333502484951168, "loss_rpn_cls": 0.0007715699225627759, "loss_rpn_loc": 0.002355624837036885, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398790913168341, "total_loss": 0.055400182504342865}
{"data_time": 0.0037431081291288137, "eta_seconds": 29910.160937632434, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.44767844767844767, "fast_rcnn/fg_cls_accuracy": 0.5523215523215523, "iteration": 184439, "loss_box_reg": 0.0074708834290504456, "loss_cls": 0.04399704281240702, "loss_rpn_cls": 0.0005587937805557885, "loss_rpn_loc": 0.002028329356107861, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5407958396244794, "total_loss": 0.05371641139578287}
{"data_time": 0.0040309545584023, "eta_seconds": 29896.073061184725, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39015151515151514, "fast_rcnn/fg_cls_accuracy": 0.6098484848484849, "iteration": 184459, "loss_box_reg": 0.007236423087306321, "loss_cls": 0.04229165206197649, "loss_rpn_cls": 0.0008507728700237749, "loss_rpn_loc": 0.0018026895813818555, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5326809694524854, "total_loss": 0.05206693370104176}
{"data_time": 0.00411683414131403, "eta_seconds": 29885.307654346107, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.235663082437276, "fast_rcnn/fg_cls_accuracy": 0.7643369175627239, "iteration": 184479, "loss_box_reg": 0.006842156522907317, "loss_cls": 0.04312146280426532, "loss_rpn_cls": 0.0012050958189320227, "loss_rpn_loc": 0.002041563857346773, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339638981968164, "total_loss": 0.05342227910045949}
{"data_time": 0.0046064534690231085, "eta_seconds": 29877.861129201017, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.323509485094851, "fast_rcnn/fg_cls_accuracy": 0.676490514905149, "iteration": 184499, "loss_box_reg": 0.007596687995828688, "loss_cls": 0.041464378824457526, "loss_rpn_cls": 0.0005424130681603856, "loss_rpn_loc": 0.0017961615303647704, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.540178430499509, "total_loss": 0.053158611106255194}
{"data_time": 0.003672639839351177, "eta_seconds": 29861.079306781758, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40800865800865804, "fast_rcnn/fg_cls_accuracy": 0.5919913419913421, "iteration": 184519, "loss_box_reg": 0.007240228907903656, "loss_cls": 0.03930694155860692, "loss_rpn_cls": 0.0007716747138601932, "loss_rpn_loc": 0.00204980151829659, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.531461043516174, "total_loss": 0.05186045897448821}
{"data_time": 0.004300495609641075, "eta_seconds": 29861.82300772844, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29057017543859653, "fast_rcnn/fg_cls_accuracy": 0.7094298245614035, "iteration": 184539, "loss_box_reg": 0.007046144542982802, "loss_cls": 0.04102029019850306, "loss_rpn_cls": 0.0006073283199157231, "loss_rpn_loc": 0.001944713862030767, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5467768525704741, "total_loss": 0.05148397262587423}
{"data_time": 0.004655932309105992, "eta_seconds": 29852.22619293956, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4154040404040404, "fast_rcnn/fg_cls_accuracy": 0.5707070707070707, "iteration": 184559, "loss_box_reg": 0.00788804909097962, "loss_cls": 0.0448690599296242, "loss_rpn_cls": 0.000983183073856253, "loss_rpn_loc": 0.0017802268976083724, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415084871929139, "total_loss": 0.056519192241637484}
{"data_time": 0.003911512205377221, "eta_seconds": 29850.937784595648, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44420731707317074, "fast_rcnn/fg_cls_accuracy": 0.5557926829268293, "iteration": 184579, "loss_box_reg": 0.006921132531715557, "loss_cls": 0.043174408725462854, "loss_rpn_cls": 0.0009814462155190995, "loss_rpn_loc": 0.0016288094193441793, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436914679594338, "total_loss": 0.052836895228665526}
{"data_time": 0.004152786685153842, "eta_seconds": 29832.29483282799, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.44487179487179485, "fast_rcnn/fg_cls_accuracy": 0.5551282051282052, "iteration": 184599, "loss_box_reg": 0.007530542672611773, "loss_cls": 0.0416004030557815, "loss_rpn_cls": 0.0008703114573336279, "loss_rpn_loc": 0.0017563907440489857, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5366189812775701, "total_loss": 0.05373509645772856}
{"data_time": 0.004270685138180852, "eta_seconds": 29824.93685732293, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.28214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6586466165413534, "iteration": 184619, "loss_box_reg": 0.007540197257185355, "loss_cls": 0.04475127864861861, "loss_rpn_cls": 0.0006028695767099634, "loss_rpn_loc": 0.002451773307257099, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5402301840949804, "total_loss": 0.05350975810767977}
{"data_time": 0.004268929827958345, "eta_seconds": 29824.990195007296, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3730994152046784, "fast_rcnn/fg_cls_accuracy": 0.6269005847953216, "iteration": 184639, "loss_box_reg": 0.007580448058433831, "loss_cls": 0.04319464281434193, "loss_rpn_cls": 0.0005587573786556277, "loss_rpn_loc": 0.0022516410281241406, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5416338089853525, "total_loss": 0.05414021190172491}
{"data_time": 0.0037310824263840914, "eta_seconds": 29803.395218957914, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5099099099099099, "fast_rcnn/fg_cls_accuracy": 0.4769230769230769, "iteration": 184659, "loss_box_reg": 0.007358669652603567, "loss_cls": 0.04159845015965402, "loss_rpn_cls": 0.000586712454037297, "loss_rpn_loc": 0.002204681060902658, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5289903194643557, "total_loss": 0.052233181837550546}
{"data_time": 0.00430907541885972, "eta_seconds": 29792.624399775406, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2821637426900585, "fast_rcnn/fg_cls_accuracy": 0.6377708978328174, "iteration": 184679, "loss_box_reg": 0.007105620490619913, "loss_cls": 0.04117532912641764, "loss_rpn_cls": 0.0007568295492319521, "loss_rpn_loc": 0.002238694032712374, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5405947424005717, "total_loss": 0.05093918025897892}
{"data_time": 0.004168343264609575, "eta_seconds": 29797.861468574032, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.47685185185185186, "fast_rcnn/fg_cls_accuracy": 0.5231481481481481, "iteration": 184699, "loss_box_reg": 0.007702750706812367, "loss_cls": 0.040683768049348146, "loss_rpn_cls": 0.0006046452626833343, "loss_rpn_loc": 0.001838992156990571, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5439220254775137, "total_loss": 0.05343495160187217}
{"data_time": 0.0038480274379253387, "eta_seconds": 29787.084860024974, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42492492492492495, "fast_rcnn/fg_cls_accuracy": 0.575075075075075, "iteration": 184719, "loss_box_reg": 0.007780078158248216, "loss_cls": 0.04287847760133445, "loss_rpn_cls": 0.0012171534335720935, "loss_rpn_loc": 0.0020295479662308935, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5334794302470982, "total_loss": 0.05354503739957295}
{"data_time": 0.0036301955115050077, "eta_seconds": 29760.311942227883, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5253283302063789, "fast_rcnn/fg_cls_accuracy": 0.474671669793621, "iteration": 184739, "loss_box_reg": 0.006789823091821745, "loss_cls": 0.04653435852378607, "loss_rpn_cls": 0.0008930881913329358, "loss_rpn_loc": 0.0026856546974158846, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5327411980833858, "total_loss": 0.05834610816918939}
{"data_time": 0.0037315550725907087, "eta_seconds": 29749.541123045376, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.42203742203742206, "fast_rcnn/fg_cls_accuracy": 0.5702702702702702, "iteration": 184759, "loss_box_reg": 0.007092303290846758, "loss_cls": 0.04609187564346939, "loss_rpn_cls": 0.0007729400296057065, "loss_rpn_loc": 0.002013065424762317, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382940990384668, "total_loss": 0.05399860271836587}
{"data_time": 0.003985137911513448, "eta_seconds": 29735.368548647035, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.35806451612903223, "fast_rcnn/fg_cls_accuracy": 0.6419354838709678, "iteration": 184779, "loss_box_reg": 0.007607833162182942, "loss_cls": 0.044684233667794615, "loss_rpn_cls": 0.0010879388710236526, "loss_rpn_loc": 0.002003447296374361, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348090103361756, "total_loss": 0.056097534200716836}
{"data_time": 0.004080219427123666, "eta_seconds": 29727.99948468036, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33739837398373984, "fast_rcnn/fg_cls_accuracy": 0.6506968641114983, "iteration": 184799, "loss_box_reg": 0.007301191537408158, "loss_cls": 0.041502699023112655, "loss_rpn_cls": 0.0011440440846399724, "loss_rpn_loc": 0.0018385879884590395, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.534835307393223, "total_loss": 0.05164631197590097}
{"data_time": 0.00454048509709537, "eta_seconds": 29713.8293743846, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3456183456183456, "fast_rcnn/fg_cls_accuracy": 0.6543816543816544, "iteration": 184819, "loss_box_reg": 0.00738062929303851, "loss_cls": 0.040488429949618876, "loss_rpn_cls": 0.001067636613470313, "loss_rpn_loc": 0.002135876877218834, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5331698656082153, "total_loss": 0.05205239049652732}
{"data_time": 0.00424946122802794, "eta_seconds": 29697.620473100804, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4024966261808367, "fast_rcnn/fg_cls_accuracy": 0.5975033738191633, "iteration": 184839, "loss_box_reg": 0.0068341754376888275, "loss_cls": 0.042054621037095785, "loss_rpn_cls": 0.0008704279218818556, "loss_rpn_loc": 0.0021415821647678968, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.534557995852083, "total_loss": 0.053232273277217246}
{"data_time": 0.003558335592970252, "eta_seconds": 29686.852858128957, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3786549707602339, "fast_rcnn/fg_cls_accuracy": 0.6213450292397661, "iteration": 184859, "loss_box_reg": 0.007156203995691612, "loss_cls": 0.04280487424694002, "loss_rpn_cls": 0.0007821294553309599, "loss_rpn_loc": 0.0021583818233921193, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5467148593161255, "total_loss": 0.05527391322402764}
{"data_time": 0.0040353951044380665, "eta_seconds": 29667.88642286905, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3966733870967742, "fast_rcnn/fg_cls_accuracy": 0.6033266129032258, "iteration": 184879, "loss_box_reg": 0.007740740868030116, "loss_cls": 0.04596038622548804, "loss_rpn_cls": 0.0006487055439095002, "loss_rpn_loc": 0.002283814665133832, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.530252072494477, "total_loss": 0.05612032522560639}
{"data_time": 0.004146157996729016, "eta_seconds": 29665.317628185265, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4110105580693816, "fast_rcnn/fg_cls_accuracy": 0.5889894419306184, "iteration": 184899, "loss_box_reg": 0.007199602288892493, "loss_cls": 0.045188101939857006, "loss_rpn_cls": 0.0011958026570653146, "loss_rpn_loc": 0.0019039060862269253, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382873960770667, "total_loss": 0.054312727912446235}
{"data_time": 0.004202389158308506, "eta_seconds": 29654.55001321342, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23319327731092437, "fast_rcnn/fg_cls_accuracy": 0.7668067226890756, "iteration": 184919, "loss_box_reg": 0.007730723707936704, "loss_cls": 0.04241230327170342, "loss_rpn_cls": 0.000568146765772326, "loss_rpn_loc": 0.001950135809238418, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5466961413621902, "total_loss": 0.05219088830961027}
{"data_time": 0.003824952058494091, "eta_seconds": 29643.782398241572, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38788788788788786, "fast_rcnn/fg_cls_accuracy": 0.5559179869524697, "iteration": 184939, "loss_box_reg": 0.007496020960388705, "loss_cls": 0.04254895565100014, "loss_rpn_cls": 0.0007109655093984202, "loss_rpn_loc": 0.0018186660945502808, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5427443201187998, "total_loss": 0.05343106164104938}
{"data_time": 0.003915791166946292, "eta_seconds": 29635.682735045906, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.34134615384615385, "fast_rcnn/fg_cls_accuracy": 0.6487854251012146, "iteration": 184959, "loss_box_reg": 0.007155759318266064, "loss_cls": 0.041482979140710086, "loss_rpn_cls": 0.0007555922529718373, "loss_rpn_loc": 0.0021635610191879096, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5403548837639391, "total_loss": 0.051288920463434806}
{"data_time": 0.0035848019178956747, "eta_seconds": 29614.787006900646, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.45229555236728836, "fast_rcnn/fg_cls_accuracy": 0.5477044476327116, "iteration": 184979, "loss_box_reg": 0.0071116652397904545, "loss_cls": 0.0409625195316039, "loss_rpn_cls": 0.0010697453278112334, "loss_rpn_loc": 0.0017521236077300273, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.535441531566903, "total_loss": 0.052255165000815396}
{"data_time": 0.003662111470475793, "eta_seconds": 29570.70020802645, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.36317567567567566, "fast_rcnn/fg_cls_accuracy": 0.6368243243243243, "iteration": 184999, "loss_box_reg": 0.007939062983496115, "loss_cls": 0.04449712496716529, "loss_rpn_cls": 0.0005259811739506404, "loss_rpn_loc": 0.002312486914888723, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5319738995749503, "total_loss": 0.059095060741356065}
{"data_time": 0.004528662655502558, "eta_seconds": 29555.026680677896, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4697802197802198, "fast_rcnn/fg_cls_accuracy": 0.48141025641025637, "iteration": 185019, "loss_box_reg": 0.007311161753023043, "loss_cls": 0.04402425768785179, "loss_rpn_cls": 0.00048414550076358864, "loss_rpn_loc": 0.0017722183947626036, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5348058603703976, "total_loss": 0.05420313930312659}
{"data_time": 0.003844514489173889, "eta_seconds": 29549.19463524921, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 185039, "loss_box_reg": 0.00710460712434724, "loss_cls": 0.04398201801814139, "loss_rpn_cls": 0.0006574461644959229, "loss_rpn_loc": 0.002106136450493068, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387101145461202, "total_loss": 0.05663531729572924}
{"data_time": 0.0038636673707515, "eta_seconds": 29538.441848860588, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3111916264090177, "fast_rcnn/fg_cls_accuracy": 0.6888083735909822, "iteration": 185059, "loss_box_reg": 0.007332658118684776, "loss_cls": 0.040373947471380234, "loss_rpn_cls": 0.00038930931896175025, "loss_rpn_loc": 0.0022536319975188235, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5323327307123691, "total_loss": 0.050994039598208474}
{"data_time": 0.003655314212664962, "eta_seconds": 29527.689062471967, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4031746031746032, "fast_rcnn/fg_cls_accuracy": 0.5968253968253968, "iteration": 185079, "loss_box_reg": 0.007282023492734879, "loss_cls": 0.04214043461252004, "loss_rpn_cls": 0.0006236709695883746, "loss_rpn_loc": 0.0014772510294278618, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5391753893345594, "total_loss": 0.05297593730642802}
{"data_time": 0.0043335589580237865, "eta_seconds": 29518.05285204784, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36520146520146524, "fast_rcnn/fg_cls_accuracy": 0.6205128205128205, "iteration": 185099, "loss_box_reg": 0.008311265148222446, "loss_cls": 0.04463066870812327, "loss_rpn_cls": 0.0008095851874259097, "loss_rpn_loc": 0.001901149833429372, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5343326921574771, "total_loss": 0.05508062598050856}
{"data_time": 0.004129921551793814, "eta_seconds": 29501.27169862832, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5208333333333333, "fast_rcnn/fg_cls_accuracy": 0.47054597701149425, "iteration": 185119, "loss_box_reg": 0.007229958253446966, "loss_cls": 0.04486914712470025, "loss_rpn_cls": 0.0005725998258867548, "loss_rpn_loc": 0.00212976525654085, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5353173490148038, "total_loss": 0.05483475349885225}
{"data_time": 0.003979804692789912, "eta_seconds": 29490.520702218404, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.16383928571428572, "fast_rcnn/fg_cls_accuracy": 0.8361607142857144, "iteration": 185139, "loss_box_reg": 0.007379255854175426, "loss_cls": 0.041208094684407115, "loss_rpn_cls": 0.0005093388533623511, "loss_rpn_loc": 0.0015955734597810078, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.538747480371967, "total_loss": 0.052420612414152856}
{"data_time": 0.004043616121634841, "eta_seconds": 29484.677916917484, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35365853658536583, "fast_rcnn/fg_cls_accuracy": 0.6463414634146342, "iteration": 185159, "loss_box_reg": 0.007444237824529409, "loss_cls": 0.04281636036466807, "loss_rpn_cls": 0.0007220424909064604, "loss_rpn_loc": 0.00199355803670187, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335560764651746, "total_loss": 0.05370566721364867}
{"data_time": 0.004345331806689501, "eta_seconds": 29469.018709398573, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3154685494223364, "fast_rcnn/fg_cls_accuracy": 0.6845314505776636, "iteration": 185179, "loss_box_reg": 0.007411410741042346, "loss_cls": 0.04480018583126366, "loss_rpn_cls": 0.0008043731686484534, "loss_rpn_loc": 0.0018072101138386643, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5346766309812665, "total_loss": 0.05631930258101647}
{"data_time": 0.0044610153418034315, "eta_seconds": 29461.740119626047, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4002659574468085, "fast_rcnn/fg_cls_accuracy": 0.5997340425531915, "iteration": 185199, "loss_box_reg": 0.007647414749953896, "loss_cls": 0.04223073137109168, "loss_rpn_cls": 0.0006021771876021376, "loss_rpn_loc": 0.0016424234290752793, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5348676815629005, "total_loss": 0.05205250563381014}
{"data_time": 0.0041367728263139725, "eta_seconds": 29450.987855937565, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 185219, "loss_box_reg": 0.006729101267410442, "loss_cls": 0.038765548379160464, "loss_rpn_cls": 0.000989836179599024, "loss_rpn_loc": 0.002416315946902614, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5370356910862029, "total_loss": 0.049425484255607444}
{"data_time": 0.004196200054138899, "eta_seconds": 29431.683401671937, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.31231527093596056, "fast_rcnn/fg_cls_accuracy": 0.6663865546218488, "iteration": 185239, "loss_box_reg": 0.007109397251042537, "loss_cls": 0.04132781154476106, "loss_rpn_cls": 0.0004350379946913563, "loss_rpn_loc": 0.0021445690836117137, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345460129901767, "total_loss": 0.05316164679550184}
{"data_time": 0.004342884989455342, "eta_seconds": 29427.68222761131, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21598202824133506, "fast_rcnn/fg_cls_accuracy": 0.7718228498074455, "iteration": 185259, "loss_box_reg": 0.0067807585874106735, "loss_cls": 0.04357534018345177, "loss_rpn_cls": 0.001049191739411981, "loss_rpn_loc": 0.0016017640318750637, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396380736492574, "total_loss": 0.05323732795136493}
{"data_time": 0.004322682740166783, "eta_seconds": 29414.40779265901, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.39959749552772805, "fast_rcnn/fg_cls_accuracy": 0.6004025044722718, "iteration": 185279, "loss_box_reg": 0.00805712933652103, "loss_cls": 0.04592900932766497, "loss_rpn_cls": 0.0006077052968294083, "loss_rpn_loc": 0.0020800359816348646, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5382704110816121, "total_loss": 0.057402111188253}
{"data_time": 0.0041043751407414675, "eta_seconds": 29391.655503675807, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3246031746031746, "fast_rcnn/fg_cls_accuracy": 0.6476190476190475, "iteration": 185299, "loss_box_reg": 0.007247652509249747, "loss_cls": 0.042455592076294124, "loss_rpn_cls": 0.0013130923764492763, "loss_rpn_loc": 0.0019195831609977176, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5321133208926767, "total_loss": 0.05452975202410926}
{"data_time": 0.00399888725951314, "eta_seconds": 29379.2032116435, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2844827586206896, "fast_rcnn/fg_cls_accuracy": 0.7155172413793103, "iteration": 185319, "loss_box_reg": 0.006557340588187799, "loss_cls": 0.04474530823063105, "loss_rpn_cls": 0.0008158580770896151, "loss_rpn_loc": 0.0016431963067589095, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5405298355035484, "total_loss": 0.05396479030295609}
{"data_time": 0.004595672944560647, "eta_seconds": 29363.4530361183, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3129370629370629, "fast_rcnn/fg_cls_accuracy": 0.6870629370629371, "iteration": 185339, "loss_box_reg": 0.007509423681767657, "loss_cls": 0.04203024599701166, "loss_rpn_cls": 0.0005994276305045787, "loss_rpn_loc": 0.0016283808054140536, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376178312581033, "total_loss": 0.05048724835160101}
{"data_time": 0.004008486866950989, "eta_seconds": 29352.709195706993, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.550055617352614, "fast_rcnn/fg_cls_accuracy": 0.449944382647386, "iteration": 185359, "loss_box_reg": 0.007224516593851149, "loss_cls": 0.04229877988109365, "loss_rpn_cls": 0.0008418270231231872, "loss_rpn_loc": 0.001850411601481028, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392856395337731, "total_loss": 0.05181612075034536}
{"data_time": 0.00397872063331306, "eta_seconds": 29341.965355295688, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3328185328185328, "fast_rcnn/fg_cls_accuracy": 0.6671814671814672, "iteration": 185379, "loss_box_reg": 0.0077042896882630885, "loss_cls": 0.04414309305138886, "loss_rpn_cls": 0.0011176178768153022, "loss_rpn_loc": 0.0016184862488444196, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.544988397276029, "total_loss": 0.05569682565135281}
{"data_time": 0.004060935927554965, "eta_seconds": 29328.21433078777, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.25806451612903225, "fast_rcnn/fg_cls_accuracy": 0.6957720588235294, "iteration": 185399, "loss_box_reg": 0.007099588809069246, "loss_cls": 0.040142462064977735, "loss_rpn_cls": 0.0008558124303590375, "loss_rpn_loc": 0.0024289621942443773, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393343127798289, "total_loss": 0.0528223767295799}
{"data_time": 0.0038488171994686127, "eta_seconds": 29320.477674473077, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.21627906976744188, "fast_rcnn/fg_cls_accuracy": 0.6622093023255814, "iteration": 185419, "loss_box_reg": 0.0074982122459914535, "loss_cls": 0.045146454591304064, "loss_rpn_cls": 0.00064136335333842, "loss_rpn_loc": 0.001701747693005018, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5408790982328355, "total_loss": 0.055193927749030536}
{"data_time": 0.004066202091053128, "eta_seconds": 29304.987244986696, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17609351432880843, "fast_rcnn/fg_cls_accuracy": 0.8239064856711915, "iteration": 185439, "loss_box_reg": 0.007596580893732607, "loss_cls": 0.0388631938258186, "loss_rpn_cls": 0.000696251219522992, "loss_rpn_loc": 0.003429240623518126, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5402530515566468, "total_loss": 0.05059416897148594}
{"data_time": 0.004241053480654955, "eta_seconds": 29295.98611409124, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2450980392156863, "fast_rcnn/fg_cls_accuracy": 0.7132352941176471, "iteration": 185459, "loss_box_reg": 0.006943071668501943, "loss_cls": 0.04197063413448632, "loss_rpn_cls": 0.0007100864163476217, "loss_rpn_loc": 0.0020959914691047743, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381383900530636, "total_loss": 0.052667839775239145}
{"data_time": 0.004053483717143536, "eta_seconds": 29291.45626499341, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.45588235294117646, "fast_rcnn/fg_cls_accuracy": 0.5441176470588236, "iteration": 185479, "loss_box_reg": 0.00668072426924482, "loss_cls": 0.046685469162184745, "loss_rpn_cls": 0.0013335530869653667, "loss_rpn_loc": 0.0015333210976677947, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.544757456984371, "total_loss": 0.05723320193993686}
{"data_time": 0.004354552598670125, "eta_seconds": 29283.587754290784, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2372448979591837, "fast_rcnn/fg_cls_accuracy": 0.7627551020408163, "iteration": 185499, "loss_box_reg": 0.007448908538208343, "loss_cls": 0.040208260412327945, "loss_rpn_cls": 0.0008270828639638239, "loss_rpn_loc": 0.0025413663606741466, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404912796802819, "total_loss": 0.05056562258408803}
{"data_time": 0.004221154842525721, "eta_seconds": 29276.236285133287, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5404166666666668, "fast_rcnn/fg_cls_accuracy": 0.4365530303030303, "iteration": 185519, "loss_box_reg": 0.007925730606075376, "loss_cls": 0.04432290710974485, "loss_rpn_cls": 0.0007695155038618395, "loss_rpn_loc": 0.001849909072916489, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399047792889178, "total_loss": 0.057001083604291125}
{"data_time": 0.004576438572257757, "eta_seconds": 29262.095607171068, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44315245478036175, "fast_rcnn/fg_cls_accuracy": 0.5568475452196382, "iteration": 185539, "loss_box_reg": 0.0076985746854916215, "loss_cls": 0.04606819583568722, "loss_rpn_cls": 0.0005822199154863483, "loss_rpn_loc": 0.0018947530170407845, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5439673934597522, "total_loss": 0.056137886054557384}
{"data_time": 0.004067249363288283, "eta_seconds": 29242.272419597022, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2557603686635945, "fast_rcnn/fg_cls_accuracy": 0.7380952380952381, "iteration": 185559, "loss_box_reg": 0.006956367738894187, "loss_cls": 0.04254929337184876, "loss_rpn_cls": 0.00040734401667918974, "loss_rpn_loc": 0.0017747096935636364, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377176778856665, "total_loss": 0.051689511731240145}
{"data_time": 0.004262390313670039, "eta_seconds": 29228.034153338755, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19385026737967914, "fast_rcnn/fg_cls_accuracy": 0.7834224598930482, "iteration": 185579, "loss_box_reg": 0.008394259872147813, "loss_cls": 0.04126621421892196, "loss_rpn_cls": 0.0005174232288425173, "loss_rpn_loc": 0.0022829752633697353, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5390780854504555, "total_loss": 0.05350500412578185}
{"data_time": 0.003789743408560753, "eta_seconds": 29224.9570793577, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.38961038961038963, "fast_rcnn/fg_cls_accuracy": 0.6103896103896104, "iteration": 185599, "loss_box_reg": 0.008398265897994861, "loss_cls": 0.04215029801707715, "loss_rpn_cls": 0.0009328739657803453, "loss_rpn_loc": 0.001887559785245685, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5451145176775753, "total_loss": 0.05276884817993732}
{"data_time": 0.0045588999055325985, "eta_seconds": 29198.534664660227, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3662698412698413, "fast_rcnn/fg_cls_accuracy": 0.6337301587301587, "iteration": 185619, "loss_box_reg": 0.007297866570297629, "loss_cls": 0.04466409460292198, "loss_rpn_cls": 0.0006267462053983763, "loss_rpn_loc": 0.0017838314752225415, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5350963117089123, "total_loss": 0.055663280009014215}
{"data_time": 0.003996275598183274, "eta_seconds": 29178.069617059315, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.42406417112299466, "fast_rcnn/fg_cls_accuracy": 0.5759358288770053, "iteration": 185639, "loss_box_reg": 0.007442019559675828, "loss_cls": 0.04081955400761217, "loss_rpn_cls": 0.0010551139882863936, "loss_rpn_loc": 0.0017202438593812985, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.534816465806216, "total_loss": 0.051272986330104686}
{"data_time": 0.004250172292813659, "eta_seconds": 29184.689274830977, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40170278637770895, "fast_rcnn/fg_cls_accuracy": 0.598297213622291, "iteration": 185659, "loss_box_reg": 0.006981728889513761, "loss_cls": 0.04316790262237191, "loss_rpn_cls": 0.0007064917293178041, "loss_rpn_loc": 0.0020604228957381565, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436580553650856, "total_loss": 0.05373974925350922}
{"data_time": 0.004176225047558546, "eta_seconds": 29174.93483913364, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4077733860342556, "fast_rcnn/fg_cls_accuracy": 0.5922266139657444, "iteration": 185679, "loss_box_reg": 0.006663494437816553, "loss_cls": 0.04620786858140491, "loss_rpn_cls": 0.0011047534803765302, "loss_rpn_loc": 0.001704783964669332, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425764648243785, "total_loss": 0.057108788850200654}
{"data_time": 0.004670710302889347, "eta_seconds": 29171.235719310353, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.48214285714285715, "fast_rcnn/fg_cls_accuracy": 0.5178571428571428, "iteration": 185699, "loss_box_reg": 0.007214134209789336, "loss_cls": 0.04274790774798021, "loss_rpn_cls": 0.0007935195302479769, "loss_rpn_loc": 0.0019012606335309101, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5428636858705431, "total_loss": 0.053826989323852104}
{"data_time": 0.004064896376803517, "eta_seconds": 29208.613405209035, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.268452380952381, "fast_rcnn/fg_cls_accuracy": 0.7315476190476191, "iteration": 185719, "loss_box_reg": 0.007677309477003291, "loss_cls": 0.042164428799878806, "loss_rpn_cls": 0.0006521624336528475, "loss_rpn_loc": 0.001621556666577817, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543996115680784, "total_loss": 0.05312908915442449}
{"data_time": 0.004035326885059476, "eta_seconds": 29204.76295475755, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.39377289377289376, "fast_rcnn/fg_cls_accuracy": 0.6062271062271063, "iteration": 185739, "loss_box_reg": 0.007105035503627732, "loss_cls": 0.043934432964306325, "loss_rpn_cls": 0.000687412056379344, "loss_rpn_loc": 0.0018439974810462445, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5310755874961615, "total_loss": 0.054614062513934414}
{"data_time": 0.004436311544850469, "eta_seconds": 29198.908761584433, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2596153846153846, "fast_rcnn/fg_cls_accuracy": 0.7368131868131869, "iteration": 185759, "loss_box_reg": 0.007431504403939471, "loss_cls": 0.04177537828218192, "loss_rpn_cls": 0.0006845960947430285, "loss_rpn_loc": 0.0024729094620852266, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387925244867802, "total_loss": 0.0550062083168541}
{"data_time": 0.004600619897246361, "eta_seconds": 29183.233854332007, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.41330645161290325, "fast_rcnn/fg_cls_accuracy": 0.5866935483870968, "iteration": 185779, "loss_box_reg": 0.0074527154210954905, "loss_cls": 0.04282075382070616, "loss_rpn_cls": 0.0007536590169365809, "loss_rpn_loc": 0.0017670431116130203, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352410976774991, "total_loss": 0.05203601663674817}
{"data_time": 0.004464786034077406, "eta_seconds": 29157.88498485298, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.7142857142857143, "iteration": 185799, "loss_box_reg": 0.007531277005909942, "loss_cls": 0.043540299287997186, "loss_rpn_cls": 0.0012004248353605362, "loss_rpn_loc": 0.0019403937221795786, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5229371527675539, "total_loss": 0.05515760301102546}
{"data_time": 0.0037502723280340433, "eta_seconds": 29161.704753906466, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38446969696969696, "fast_rcnn/fg_cls_accuracy": 0.615530303030303, "iteration": 185819, "loss_box_reg": 0.007337710412684828, "loss_cls": 0.042353303520940244, "loss_rpn_cls": 0.0008543307244508469, "loss_rpn_loc": 0.002045525783614721, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5431827260181308, "total_loss": 0.05503876060640778}
{"data_time": 0.004177353577688336, "eta_seconds": 29155.84331845236, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4358974358974359, "fast_rcnn/fg_cls_accuracy": 0.5641025641025641, "iteration": 185839, "loss_box_reg": 0.007839329482521862, "loss_cls": 0.04531442525330931, "loss_rpn_cls": 0.0007807072296941442, "loss_rpn_loc": 0.0017147783219115809, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5387695271056145, "total_loss": 0.05572532360531568}
{"data_time": 0.004303001565858722, "eta_seconds": 29133.27938636765, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3108974358974359, "fast_rcnn/fg_cls_accuracy": 0.6838942307692308, "iteration": 185859, "loss_box_reg": 0.0063212869863491505, "loss_cls": 0.04090331681072712, "loss_rpn_cls": 0.0008417584650715071, "loss_rpn_loc": 0.0014592580919270404, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5414918130263686, "total_loss": 0.05013079382848673}
{"data_time": 0.004130285000428557, "eta_seconds": 29134.951384324813, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2112121212121212, "fast_rcnn/fg_cls_accuracy": 0.7887878787878788, "iteration": 185879, "loss_box_reg": 0.007485567155526951, "loss_cls": 0.04144771574647166, "loss_rpn_cls": 0.0006512526758797321, "loss_rpn_loc": 0.0016405163223680574, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5369369927793741, "total_loss": 0.05273354183373158}
{"data_time": 0.004113604547455907, "eta_seconds": 29124.184786743717, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.28173628173628174, "fast_rcnn/fg_cls_accuracy": 0.7182637182637183, "iteration": 185899, "loss_box_reg": 0.006979385711019859, "loss_cls": 0.039392438950017095, "loss_rpn_cls": 0.0007277456006704597, "loss_rpn_loc": 0.0018544413578638341, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379502379801124, "total_loss": 0.05053210889741422}
{"data_time": 0.004368861671537161, "eta_seconds": 29112.777875320287, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24000000000000002, "fast_rcnn/fg_cls_accuracy": 0.76, "iteration": 185919, "loss_box_reg": 0.007759345549857244, "loss_cls": 0.04311980659258552, "loss_rpn_cls": 0.0010813448109558976, "loss_rpn_loc": 0.0022023354104021564, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5429988375399262, "total_loss": 0.05473925465935281}
{"data_time": 0.0048735353630036116, "eta_seconds": 29103.246833527228, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3170731707317073, "fast_rcnn/fg_cls_accuracy": 0.6829268292682926, "iteration": 185939, "loss_box_reg": 0.007521481951698661, "loss_cls": 0.042790460283868015, "loss_rpn_cls": 0.000704338657669723, "loss_rpn_loc": 0.0016379443150071893, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5449010524898767, "total_loss": 0.05581024327079831}
{"data_time": 0.003979258006438613, "eta_seconds": 29086.45913562714, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.5805860805860805, "iteration": 185959, "loss_box_reg": 0.007423100993037224, "loss_cls": 0.043504632893018425, "loss_rpn_cls": 0.0009122439006432614, "loss_rpn_loc": 0.0022171180571604054, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5304988392163068, "total_loss": 0.05445718347652928}
{"data_time": 0.004402610007673502, "eta_seconds": 29075.694546098588, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4070855614973262, "fast_rcnn/fg_cls_accuracy": 0.564578713968958, "iteration": 185979, "loss_box_reg": 0.0075249929795973, "loss_cls": 0.0442134237382561, "loss_rpn_cls": 0.0006827642659175126, "loss_rpn_loc": 0.0023648671285627643, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.532107773469761, "total_loss": 0.054070312108848384}
{"data_time": 0.004071421222761273, "eta_seconds": 29070.94638015027, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2178642056690837, "fast_rcnn/fg_cls_accuracy": 0.7821357943309163, "iteration": 185999, "loss_box_reg": 0.006905799513333477, "loss_cls": 0.041114457708317786, "loss_rpn_cls": 0.000811490742762544, "loss_rpn_loc": 0.002178672699301387, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5342986008618027, "total_loss": 0.051542960789959125}
{"data_time": 0.0037706673610955477, "eta_seconds": 29060.179562357953, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2222222222222222, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 186019, "loss_box_reg": 0.006852249352959916, "loss_cls": 0.04358189145568758, "loss_rpn_cls": 0.0013022192225946583, "loss_rpn_loc": 0.0017191105653182603, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5320170314516872, "total_loss": 0.05455762694009536}
{"data_time": 0.003957041073590517, "eta_seconds": 29048.818603676045, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.42727272727272725, "fast_rcnn/fg_cls_accuracy": 0.5727272727272728, "iteration": 186039, "loss_box_reg": 0.007946755838929676, "loss_cls": 0.044107039691880345, "loss_rpn_cls": 0.0007651176570107054, "loss_rpn_loc": 0.001856816998042632, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5381077325437218, "total_loss": 0.05740418675478054}
{"data_time": 0.003629327053204179, "eta_seconds": 29039.87895583571, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29831144465290804, "fast_rcnn/fg_cls_accuracy": 0.701688555347092, "iteration": 186059, "loss_box_reg": 0.0072854371392168105, "loss_cls": 0.04323196579935029, "loss_rpn_cls": 0.0010881647419864748, "loss_rpn_loc": 0.002010870372032514, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5333226404618472, "total_loss": 0.05415081752084916}
{"data_time": 0.004408868728205562, "eta_seconds": 29034.327306200983, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4542635658914729, "fast_rcnn/fg_cls_accuracy": 0.5457364341085271, "iteration": 186079, "loss_box_reg": 0.006468540872447193, "loss_cls": 0.03780089074280113, "loss_rpn_cls": 0.0013673717428446253, "loss_rpn_loc": 0.0019019651917915326, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5431641703471541, "total_loss": 0.04928510294962507}
{"data_time": 0.004104928812012076, "eta_seconds": 29030.75921217352, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.43137254901960786, "fast_rcnn/fg_cls_accuracy": 0.553921568627451, "iteration": 186099, "loss_box_reg": 0.007884586244472302, "loss_cls": 0.04255112068494782, "loss_rpn_cls": 0.0012909680140893443, "loss_rpn_loc": 0.0021435652051877696, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5352263660170138, "total_loss": 0.0548965800604293}
{"data_time": 0.004200788913294673, "eta_seconds": 29029.776485229377, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.424812030075188, "fast_rcnn/fg_cls_accuracy": 0.575187969924812, "iteration": 186119, "loss_box_reg": 0.00784740962262731, "loss_cls": 0.044464513775892556, "loss_rpn_cls": 0.0006165892884411051, "loss_rpn_loc": 0.0024663216136104893, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540421528974548, "total_loss": 0.05646998315724261}
{"data_time": 0.00483464146964252, "eta_seconds": 29016.831364799757, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6753246753246753, "iteration": 186139, "loss_box_reg": 0.007020824588835239, "loss_cls": 0.04193991393549368, "loss_rpn_cls": 0.0005949520952981402, "loss_rpn_loc": 0.001979443344680476, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5330219445750117, "total_loss": 0.05305844299562068}
{"data_time": 0.004088480956852436, "eta_seconds": 29008.22545500705, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24700956937799046, "fast_rcnn/fg_cls_accuracy": 0.7477272727272727, "iteration": 186159, "loss_box_reg": 0.007033039932139218, "loss_cls": 0.03957029839511961, "loss_rpn_cls": 0.0008765040797413803, "loss_rpn_loc": 0.0019064061034441693, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387068458367139, "total_loss": 0.051253866528782055}
{"data_time": 0.004013832425698638, "eta_seconds": 28995.28194583999, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5874999999999999, "iteration": 186179, "loss_box_reg": 0.0077544744417537, "loss_cls": 0.043062291806563735, "loss_rpn_cls": 0.0008112428981803532, "loss_rpn_loc": 0.0022629935483564623, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5299287750385702, "total_loss": 0.054303520813391515}
{"data_time": 0.004754594061523676, "eta_seconds": 28994.46584597323, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.20396270396270394, "fast_rcnn/fg_cls_accuracy": 0.7960372960372961, "iteration": 186199, "loss_box_reg": 0.007072699110722169, "loss_cls": 0.04196401603985578, "loss_rpn_cls": 0.0010839618603313284, "loss_rpn_loc": 0.0018263624115206767, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5488034319132566, "total_loss": 0.051967620272989734}
{"data_time": 0.004067314323037863, "eta_seconds": 28983.6874344768, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43843843843843844, "fast_rcnn/fg_cls_accuracy": 0.5615615615615616, "iteration": 186219, "loss_box_reg": 0.0077423363691195846, "loss_cls": 0.04384442395530641, "loss_rpn_cls": 0.0011427166533621858, "loss_rpn_loc": 0.0021258641754684504, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356284622102976, "total_loss": 0.05600131319454249}
{"data_time": 0.0037895108107477427, "eta_seconds": 28977.292411614442, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.13574938574938575, "fast_rcnn/fg_cls_accuracy": 0.7964015151515151, "iteration": 186239, "loss_box_reg": 0.0075841300713364035, "loss_cls": 0.04123610886745155, "loss_rpn_cls": 0.0005221027829520608, "loss_rpn_loc": 0.0030654005277028773, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 248.25, "rpn/num_pos_anchors": 7.75, "time": 0.5360518253874034, "total_loss": 0.05166717031670487}
{"data_time": 0.0038560801185667515, "eta_seconds": 28966.512369423406, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3706636500754148, "fast_rcnn/fg_cls_accuracy": 0.6293363499245852, "iteration": 186259, "loss_box_reg": 0.007127737888367847, "loss_cls": 0.045709137921221554, "loss_rpn_cls": 0.0004920018492953204, "loss_rpn_loc": 0.0018661225149116945, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404432641807944, "total_loss": 0.055239575915038586}
{"data_time": 0.004556234925985336, "eta_seconds": 28953.470124325482, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 186279, "loss_box_reg": 0.007086170109687373, "loss_cls": 0.041465373389655724, "loss_rpn_cls": 0.001044899818111844, "loss_rpn_loc": 0.002107066849930561, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370936195831746, "total_loss": 0.05321537663076015}
{"data_time": 0.004090516595169902, "eta_seconds": 28942.690924338764, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5474941724941725, "fast_rcnn/fg_cls_accuracy": 0.4525058275058275, "iteration": 186299, "loss_box_reg": 0.007668832229683176, "loss_cls": 0.04207632347242907, "loss_rpn_cls": 0.0008411355279349664, "loss_rpn_loc": 0.0016514709786861204, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5291240408550948, "total_loss": 0.05291318518322896}
{"data_time": 0.004712746012955904, "eta_seconds": 28924.97932347376, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2774193548387097, "fast_rcnn/fg_cls_accuracy": 0.6350806451612903, "iteration": 186319, "loss_box_reg": 0.007730590179562569, "loss_cls": 0.043823445681482553, "loss_rpn_cls": 0.0009681502320972868, "loss_rpn_loc": 0.001913163405333762, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375437485054135, "total_loss": 0.05425184181316922}
{"data_time": 0.0042865893337875605, "eta_seconds": 28917.37256504316, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.31848739495798317, "fast_rcnn/fg_cls_accuracy": 0.6815126050420168, "iteration": 186339, "loss_box_reg": 0.007559417892480269, "loss_cls": 0.04226191877387464, "loss_rpn_cls": 0.0005755578407615758, "loss_rpn_loc": 0.0022756217695132364, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5436287529300898, "total_loss": 0.05251809820475728}
{"data_time": 0.0038910664152354, "eta_seconds": 28910.353324378608, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31860632183908044, "fast_rcnn/fg_cls_accuracy": 0.6813936781609196, "iteration": 186359, "loss_box_reg": 0.007751857105176896, "loss_cls": 0.0410981863969937, "loss_rpn_cls": 0.0006912078359846419, "loss_rpn_loc": 0.0017302629930782132, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5452998401597142, "total_loss": 0.050744486188364135}
{"data_time": 0.00409080320969224, "eta_seconds": 28901.83211627719, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.44522144522144524, "fast_rcnn/fg_cls_accuracy": 0.5227272727272727, "iteration": 186379, "loss_box_reg": 0.007551409027655609, "loss_cls": 0.04540240275673568, "loss_rpn_cls": 0.0008865489699019236, "loss_rpn_loc": 0.0016752761275711237, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5414373052772135, "total_loss": 0.05469775399063792}
{"data_time": 0.004528678022325039, "eta_seconds": 28888.79492440517, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.359009009009009, "fast_rcnn/fg_cls_accuracy": 0.6366666666666667, "iteration": 186399, "loss_box_reg": 0.0072226651245728135, "loss_cls": 0.04383822774980217, "loss_rpn_cls": 0.000479564089104656, "loss_rpn_loc": 0.0019763257132581202, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5370156662538648, "total_loss": 0.054328697878361254}
{"data_time": 0.0041281734593212605, "eta_seconds": 28875.903319512494, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36235119047619047, "fast_rcnn/fg_cls_accuracy": 0.6159754224270353, "iteration": 186419, "loss_box_reg": 0.007208828581497073, "loss_cls": 0.04391236125957221, "loss_rpn_cls": 0.0011046476463434374, "loss_rpn_loc": 0.00220119689583953, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370669222902507, "total_loss": 0.05359495178754514}
{"data_time": 0.004608602961525321, "eta_seconds": 28863.483571984805, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38501742160278746, "fast_rcnn/fg_cls_accuracy": 0.6149825783972125, "iteration": 186439, "loss_box_reg": 0.0077300040575210005, "loss_cls": 0.04402666678652167, "loss_rpn_cls": 0.000787540593137237, "loss_rpn_loc": 0.0027464926533866674, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331830619834363, "total_loss": 0.05406791381824405}
{"data_time": 0.003966472344473004, "eta_seconds": 28851.277732405113, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21344086021505376, "fast_rcnn/fg_cls_accuracy": 0.7096774193548387, "iteration": 186459, "loss_box_reg": 0.007314552858588286, "loss_cls": 0.0421468589338474, "loss_rpn_cls": 0.0006779856093999115, "loss_rpn_loc": 0.0021655684631696204, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.53403021232225, "total_loss": 0.05258614319279786}
{"data_time": 0.003754283534362912, "eta_seconds": 28843.568085023202, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3229056203605515, "fast_rcnn/fg_cls_accuracy": 0.6770943796394486, "iteration": 186479, "loss_box_reg": 0.0069594439410138875, "loss_cls": 0.042157335323281586, "loss_rpn_cls": 0.00042780374980111446, "loss_rpn_loc": 0.0013649103511852445, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426476043649018, "total_loss": 0.051489941837076}
{"data_time": 0.004382135579362512, "eta_seconds": 28829.723202058347, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.39588452088452086, "fast_rcnn/fg_cls_accuracy": 0.6041154791154791, "iteration": 186499, "loss_box_reg": 0.0069011946325190365, "loss_cls": 0.03885827289195731, "loss_rpn_cls": 0.0006337772456390667, "loss_rpn_loc": 0.0021959594832878793, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380811977665871, "total_loss": 0.05296575183990626}
{"data_time": 0.004197965608909726, "eta_seconds": 28818.945936884964, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.36363636363636365, "fast_rcnn/fg_cls_accuracy": 0.6212121212121212, "iteration": 186519, "loss_box_reg": 0.0073292037268402055, "loss_cls": 0.04450188251212239, "loss_rpn_cls": 0.0007562473643929479, "loss_rpn_loc": 0.0015341792550316313, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5395987019874156, "total_loss": 0.05479216520973296}
{"data_time": 0.004134138580411673, "eta_seconds": 28803.069312344072, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.34045584045584043, "fast_rcnn/fg_cls_accuracy": 0.5961538461538461, "iteration": 186539, "loss_box_reg": 0.007501528540160507, "loss_cls": 0.04348701552953571, "loss_rpn_cls": 0.0007197460238330677, "loss_rpn_loc": 0.0022955907643336104, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5404719628859311, "total_loss": 0.05411978252936933}
{"data_time": 0.0038802665658295155, "eta_seconds": 28797.391406538198, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3125, "fast_rcnn/fg_cls_accuracy": 0.6875, "iteration": 186559, "loss_box_reg": 0.007535163487773389, "loss_cls": 0.04524825303815305, "loss_rpn_cls": 0.000762215228974128, "loss_rpn_loc": 0.0017514886894787196, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5395594469737262, "total_loss": 0.055942337419310206}
{"data_time": 0.00405503180809319, "eta_seconds": 28781.51859738375, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45751633986928103, "fast_rcnn/fg_cls_accuracy": 0.5227703984819734, "iteration": 186579, "loss_box_reg": 0.007824807733413763, "loss_cls": 0.042346203699707985, "loss_rpn_cls": 0.0008588279263221921, "loss_rpn_loc": 0.002522359596696333, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5358668069820851, "total_loss": 0.05555020908205677}
{"data_time": 0.003877348266541958, "eta_seconds": 28755.25195809477, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.40318302387267907, "fast_rcnn/fg_cls_accuracy": 0.5623342175066313, "iteration": 186599, "loss_box_reg": 0.006885226321173832, "loss_cls": 0.04113719775341451, "loss_rpn_cls": 0.0007039624534002087, "loss_rpn_loc": 0.0020858102179772686, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.529758877819404, "total_loss": 0.05290478483772176}
{"data_time": 0.003649735590443015, "eta_seconds": 28744.482402484166, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5532150776053215, "fast_rcnn/fg_cls_accuracy": 0.4467849223946785, "iteration": 186619, "loss_box_reg": 0.006808955891756341, "loss_cls": 0.042479260300751776, "loss_rpn_cls": 0.0011138494728584192, "loss_rpn_loc": 0.0020545007173495833, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5379489399492741, "total_loss": 0.05432028404129596}
{"data_time": 0.0045360245276242495, "eta_seconds": 28740.981564947404, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36397058823529416, "fast_rcnn/fg_cls_accuracy": 0.6360294117647058, "iteration": 186639, "loss_box_reg": 0.007380054797977209, "loss_cls": 0.04337489895988256, "loss_rpn_cls": 0.0007172707745439766, "loss_rpn_loc": 0.0016351480280718533, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5438834184315056, "total_loss": 0.05467890096338124}
{"data_time": 0.004046532558277249, "eta_seconds": 28738.417167463107, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5147058823529411, "fast_rcnn/fg_cls_accuracy": 0.4852941176470588, "iteration": 186659, "loss_box_reg": 0.007213812292320654, "loss_cls": 0.04085663490695879, "loss_rpn_cls": 0.0010390198904133285, "loss_rpn_loc": 0.002114991413691314, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5469537873286754, "total_loss": 0.053945438128721435}
{"data_time": 0.0034649844747036695, "eta_seconds": 28719.43700501416, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.23497536945812808, "fast_rcnn/fg_cls_accuracy": 0.765024630541872, "iteration": 186679, "loss_box_reg": 0.006891971250297502, "loss_cls": 0.04312734422273934, "loss_rpn_cls": 0.000782749169957242, "loss_rpn_loc": 0.0021902338085055817, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5391663745976985, "total_loss": 0.0539664248791496}
{"data_time": 0.004027253016829491, "eta_seconds": 28712.4034184427, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25357142857142856, "fast_rcnn/fg_cls_accuracy": 0.7423963133640553, "iteration": 186699, "loss_box_reg": 0.006654266035184264, "loss_cls": 0.042229710961692035, "loss_rpn_cls": 0.0007214910163213517, "loss_rpn_loc": 0.0026827988349396037, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428641990292817, "total_loss": 0.05358360559762332}
{"data_time": 0.004044171888381243, "eta_seconds": 28690.634624431143, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3646179401993356, "fast_rcnn/fg_cls_accuracy": 0.6353820598006645, "iteration": 186719, "loss_box_reg": 0.007435931154759601, "loss_cls": 0.0412764516659081, "loss_rpn_cls": 0.0005773290122874641, "loss_rpn_loc": 0.001695015844234149, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5349545050412416, "total_loss": 0.0510243670552768}
{"data_time": 0.003916136454790831, "eta_seconds": 28669.843430032954, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37050623624358037, "fast_rcnn/fg_cls_accuracy": 0.6076421248835042, "iteration": 186739, "loss_box_reg": 0.006934452627319843, "loss_cls": 0.04444667149800807, "loss_rpn_cls": 0.0009542750262880872, "loss_rpn_loc": 0.0017886364803416654, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5317402780056, "total_loss": 0.05582217968600389}
{"data_time": 0.004030224634334445, "eta_seconds": 28658.90575281484, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.49242424242424243, "fast_rcnn/fg_cls_accuracy": 0.5075757575757576, "iteration": 186759, "loss_box_reg": 0.007317447103559971, "loss_cls": 0.043434774212073535, "loss_rpn_cls": 0.001060419049963457, "loss_rpn_loc": 0.0018476647601346485, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5380406896583736, "total_loss": 0.05480018843462631}
{"data_time": 0.004082591738551855, "eta_seconds": 28653.034188590944, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43787878787878787, "fast_rcnn/fg_cls_accuracy": 0.5621212121212121, "iteration": 186779, "loss_box_reg": 0.0073773188050836325, "loss_cls": 0.04477843374479562, "loss_rpn_cls": 0.000724501333365879, "loss_rpn_loc": 0.0016504802842973731, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354321044869721, "total_loss": 0.056022784182346186}
{"data_time": 0.0040524909272789955, "eta_seconds": 28650.714360597078, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3079501915708812, "fast_rcnn/fg_cls_accuracy": 0.6920498084291188, "iteration": 186799, "loss_box_reg": 0.006978327641263604, "loss_cls": 0.039870787877589464, "loss_rpn_cls": 0.0004784691749364356, "loss_rpn_loc": 0.0018298588456673315, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5358330721501261, "total_loss": 0.05017820582452259}
{"data_time": 0.0037598516792058945, "eta_seconds": 28631.499054573476, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41103603603603606, "fast_rcnn/fg_cls_accuracy": 0.588963963963964, "iteration": 186819, "loss_box_reg": 0.007280955644091591, "loss_cls": 0.042272559308912605, "loss_rpn_cls": 0.0012218654798061834, "loss_rpn_loc": 0.002545490366173908, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5352771668694913, "total_loss": 0.05376574339152285}
{"data_time": 0.0037192951422184706, "eta_seconds": 28626.71944214613, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.44276556776556775, "fast_rcnn/fg_cls_accuracy": 0.5572344322344323, "iteration": 186839, "loss_box_reg": 0.007983171875821427, "loss_cls": 0.04339729173807427, "loss_rpn_cls": 0.000539591884944457, "loss_rpn_loc": 0.00199592485660105, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399017240852118, "total_loss": 0.054945586475241726}
{"data_time": 0.0036013536155223846, "eta_seconds": 28609.96392055601, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.19168356997971603, "fast_rcnn/fg_cls_accuracy": 0.7936105476673427, "iteration": 186859, "loss_box_reg": 0.007067403843393549, "loss_cls": 0.04333334483089857, "loss_rpn_cls": 0.0006715485858421744, "loss_rpn_loc": 0.0018659057386685163, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5352737843059003, "total_loss": 0.05544299573483613}
{"data_time": 0.003931186394765973, "eta_seconds": 28611.714205347933, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.393859649122807, "fast_rcnn/fg_cls_accuracy": 0.606140350877193, "iteration": 186879, "loss_box_reg": 0.006525096308905631, "loss_cls": 0.04158204107079655, "loss_rpn_cls": 0.0010112259079733121, "loss_rpn_loc": 0.0021323194578144467, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5488955134060234, "total_loss": 0.051573447384271276}
{"data_time": 0.0038755638524889946, "eta_seconds": 28588.42878653854, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4672739541160594, "fast_rcnn/fg_cls_accuracy": 0.5327260458839407, "iteration": 186899, "loss_box_reg": 0.007044139434583485, "loss_cls": 0.04215584776829928, "loss_rpn_cls": 0.0005998470039685344, "loss_rpn_loc": 0.002244181569039938, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5343858890701085, "total_loss": 0.05286928278411551}
{"data_time": 0.004136782605201006, "eta_seconds": 28572.77993022604, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.428042328042328, "fast_rcnn/fg_cls_accuracy": 0.571957671957672, "iteration": 186919, "loss_box_reg": 0.007305202569114044, "loss_cls": 0.042776853893883526, "loss_rpn_cls": 0.0010320570156068243, "loss_rpn_loc": 0.0017463396452512825, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536222293972969, "total_loss": 0.05319065151013547}
{"data_time": 0.004121700068935752, "eta_seconds": 28553.922146796947, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.26747967479674795, "fast_rcnn/fg_cls_accuracy": 0.7325203252032519, "iteration": 186939, "loss_box_reg": 0.007337585760978982, "loss_cls": 0.040654865093529224, "loss_rpn_cls": 0.001277166254453732, "loss_rpn_loc": 0.001889302922791103, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5411797489505261, "total_loss": 0.05234738227500202}
{"data_time": 0.004017961909994483, "eta_seconds": 28547.95998163568, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42323232323232324, "fast_rcnn/fg_cls_accuracy": 0.5767676767676768, "iteration": 186959, "loss_box_reg": 0.007624232297530398, "loss_cls": 0.0437940179836005, "loss_rpn_cls": 0.0010618361596925752, "loss_rpn_loc": 0.0016812759768072283, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.538357311161235, "total_loss": 0.05447487504767423}
{"data_time": 0.003495274344459176, "eta_seconds": 28540.653921326622, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.42234432234432234, "fast_rcnn/fg_cls_accuracy": 0.5071428571428571, "iteration": 186979, "loss_box_reg": 0.006924940855242312, "loss_cls": 0.04217816411983222, "loss_rpn_cls": 0.0006314162583009875, "loss_rpn_loc": 0.0022077301146055106, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5401213488075882, "total_loss": 0.0528318411477926}
{"data_time": 0.004677200689911842, "eta_seconds": 28529.888128934428, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3704268292682927, "fast_rcnn/fg_cls_accuracy": 0.6295731707317074, "iteration": 186999, "loss_box_reg": 0.007851857517380267, "loss_cls": 0.043009771150536835, "loss_rpn_cls": 0.0008892864660765554, "loss_rpn_loc": 0.0020487555775616784, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355579864699394, "total_loss": 0.054759698579744054}
{"data_time": 0.00463145412504673, "eta_seconds": 28523.82338448614, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3463488843813387, "fast_rcnn/fg_cls_accuracy": 0.6536511156186613, "iteration": 187019, "loss_box_reg": 0.007015580777078867, "loss_cls": 0.04454238759353757, "loss_rpn_cls": 0.0005674855437973747, "loss_rpn_loc": 0.001853168952948181, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5367266514804214, "total_loss": 0.05360261428404556}
{"data_time": 0.004237890476360917, "eta_seconds": 28508.185563284438, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3130252100840336, "fast_rcnn/fg_cls_accuracy": 0.6869747899159664, "iteration": 187039, "loss_box_reg": 0.006825755786849186, "loss_cls": 0.03936733619775623, "loss_rpn_cls": 0.0005050140331377406, "loss_rpn_loc": 0.002022479777224362, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5344531633891165, "total_loss": 0.050862315105064226}
{"data_time": 0.004358187317848206, "eta_seconds": 28494.13754242519, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3998020781791192, "fast_rcnn/fg_cls_accuracy": 0.6001979218208807, "iteration": 187059, "loss_box_reg": 0.007840151636628434, "loss_cls": 0.0421305583731737, "loss_rpn_cls": 0.0005465222095608624, "loss_rpn_loc": 0.001956249041541014, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5372221807483584, "total_loss": 0.053676135683360826}
{"data_time": 0.003839365905150771, "eta_seconds": 28475.568225788185, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.36038961038961037, "fast_rcnn/fg_cls_accuracy": 0.6168831168831169, "iteration": 187079, "loss_box_reg": 0.007776888844091445, "loss_cls": 0.04229161259718239, "loss_rpn_cls": 0.0006460365434008963, "loss_rpn_loc": 0.0017069843561330345, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5372215923853219, "total_loss": 0.053073563825023484}
{"data_time": 0.0041272134985774755, "eta_seconds": 28456.018945474876, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5694444444444444, "fast_rcnn/fg_cls_accuracy": 0.4142156862745098, "iteration": 187099, "loss_box_reg": 0.00687681588169653, "loss_cls": 0.0448942871298641, "loss_rpn_cls": 0.0010707360083870299, "loss_rpn_loc": 0.002343340154766338, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5368801108561456, "total_loss": 0.0565412604711355}
{"data_time": 0.004272576188668609, "eta_seconds": 28433.793086529477, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3047779922779923, "fast_rcnn/fg_cls_accuracy": 0.5487637362637363, "iteration": 187119, "loss_box_reg": 0.007756896549835801, "loss_cls": 0.04205146833555773, "loss_rpn_cls": 0.0010145611592520254, "loss_rpn_loc": 0.0020527487231447594, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355362966656685, "total_loss": 0.05471199173666719}
{"data_time": 0.004022573586553335, "eta_seconds": 28443.28361110692, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5167567567567568, "fast_rcnn/fg_cls_accuracy": 0.46413793103448275, "iteration": 187139, "loss_box_reg": 0.007406187709420919, "loss_cls": 0.041412097052671015, "loss_rpn_cls": 0.0012166057165359234, "loss_rpn_loc": 0.001870429674454499, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.545868236804381, "total_loss": 0.05313922396283033}
{"data_time": 0.004201713716611266, "eta_seconds": 28423.74429779849, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45731707317073167, "fast_rcnn/fg_cls_accuracy": 0.5426829268292683, "iteration": 187159, "loss_box_reg": 0.007096810688381083, "loss_cls": 0.04417740571079776, "loss_rpn_cls": 0.0009883325082000738, "loss_rpn_loc": 0.0020505878237599973, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5388110855128616, "total_loss": 0.05452968402846636}
{"data_time": 0.004108117427676916, "eta_seconds": 28424.770014058566, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4549731182795699, "fast_rcnn/fg_cls_accuracy": 0.54502688172043, "iteration": 187179, "loss_box_reg": 0.007553688366897404, "loss_cls": 0.04305685521103442, "loss_rpn_cls": 0.0007185538308931427, "loss_rpn_loc": 0.0018858199055102887, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5266875522211194, "total_loss": 0.053986513170087846}
{"data_time": 0.004149861633777618, "eta_seconds": 28410.998996425653, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2253846153846154, "fast_rcnn/fg_cls_accuracy": 0.7746153846153847, "iteration": 187199, "loss_box_reg": 0.006769594503566623, "loss_cls": 0.043640687596052885, "loss_rpn_cls": 0.0011388036665493928, "loss_rpn_loc": 0.0022217685691430233, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541218449594453, "total_loss": 0.05689952590680036}
{"data_time": 0.004230107646435499, "eta_seconds": 28400.237458198564, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.29756097560975614, "fast_rcnn/fg_cls_accuracy": 0.7024390243902439, "iteration": 187219, "loss_box_reg": 0.007754480961011723, "loss_cls": 0.0416954382089898, "loss_rpn_cls": 0.0005583349172866292, "loss_rpn_loc": 0.0021057590238342527, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5386534321587533, "total_loss": 0.05314742702239528}
{"data_time": 0.0038573550991714, "eta_seconds": 28392.48198087397, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.22227822580645162, "fast_rcnn/fg_cls_accuracy": 0.7728110599078342, "iteration": 187239, "loss_box_reg": 0.007690844329772517, "loss_cls": 0.041689075296744704, "loss_rpn_cls": 0.0007460187558763209, "loss_rpn_loc": 0.00197773271065671, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540489949285984, "total_loss": 0.054447917609451224}
{"data_time": 0.004371182527393103, "eta_seconds": 28381.719303145772, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.21337126600284495, "fast_rcnn/fg_cls_accuracy": 0.786628733997155, "iteration": 187259, "loss_box_reg": 0.007442678266670555, "loss_cls": 0.04045963421231136, "loss_rpn_cls": 0.001076475127320009, "loss_rpn_loc": 0.002262049249111442, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5405027440283448, "total_loss": 0.0520160553766118}
{"data_time": 0.00442421087063849, "eta_seconds": 28375.728176162113, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3301282051282051, "fast_rcnn/fg_cls_accuracy": 0.6296296296296295, "iteration": 187279, "loss_box_reg": 0.007488279225071892, "loss_cls": 0.043698505993233994, "loss_rpn_cls": 0.000475392314626788, "loss_rpn_loc": 0.002004987380132661, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5411802618764341, "total_loss": 0.05242459717652537}
{"data_time": 0.0037933809217065573, "eta_seconds": 28376.946440902306, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3178294573643411, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 187299, "loss_box_reg": 0.007786826812662184, "loss_cls": 0.04344172030687332, "loss_rpn_cls": 0.0006489947156751441, "loss_rpn_loc": 0.001795492293240386, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420124439988285, "total_loss": 0.05416017057777367}
{"data_time": 0.00418209470808506, "eta_seconds": 28372.65299853403, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2802964254577158, "fast_rcnn/fg_cls_accuracy": 0.7020609318996416, "iteration": 187319, "loss_box_reg": 0.007284370367415249, "loss_cls": 0.04332742281258106, "loss_rpn_cls": 0.0011143115502250112, "loss_rpn_loc": 0.0017215471307281405, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.537640739697963, "total_loss": 0.054083563168660476}
{"data_time": 0.003940906375646591, "eta_seconds": 28361.88150482718, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4565527065527065, "fast_rcnn/fg_cls_accuracy": 0.5434472934472934, "iteration": 187339, "loss_box_reg": 0.007108920515747741, "loss_cls": 0.04255516978446394, "loss_rpn_cls": 0.0005436231581370521, "loss_rpn_loc": 0.0018494699488655897, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5432500010356307, "total_loss": 0.05416258150376052}
{"data_time": 0.003792912932112813, "eta_seconds": 28344.63933503232, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.6904761904761905, "iteration": 187359, "loss_box_reg": 0.00761996180517599, "loss_cls": 0.04376797133591026, "loss_rpn_cls": 0.0006643557431971203, "loss_rpn_loc": 0.0020476372228586115, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5423811739310622, "total_loss": 0.05619385379202413}
{"data_time": 0.0038397894240915775, "eta_seconds": 28323.612054785015, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.13636363636363635, "fast_rcnn/fg_cls_accuracy": 0.8636363636363636, "iteration": 187379, "loss_box_reg": 0.007831323746358976, "loss_cls": 0.04235551308374852, "loss_rpn_cls": 0.0007884606716288545, "loss_rpn_loc": 0.0020161555585218593, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5342016965150833, "total_loss": 0.052427928083716324}
{"data_time": 0.003647675272077322, "eta_seconds": 28314.572281090543, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.44285714285714284, "fast_rcnn/fg_cls_accuracy": 0.5571428571428572, "iteration": 187399, "loss_box_reg": 0.007178801228292286, "loss_cls": 0.03992991158156656, "loss_rpn_cls": 0.0007410397672629188, "loss_rpn_loc": 0.0026144789098907495, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5390453389845788, "total_loss": 0.05162495709294035}
{"data_time": 0.004106462001800537, "eta_seconds": 28305.813176125288, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.43430232558139537, "fast_rcnn/fg_cls_accuracy": 0.5656976744186046, "iteration": 187419, "loss_box_reg": 0.007587661151774228, "loss_cls": 0.044749291497282684, "loss_rpn_cls": 0.0009490018533142575, "loss_rpn_loc": 0.0015881868603173643, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5386933099944144, "total_loss": 0.054643660401779925}
{"data_time": 0.0041902156081050634, "eta_seconds": 28302.258264849894, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.36626016260162597, "fast_rcnn/fg_cls_accuracy": 0.6274774774774774, "iteration": 187439, "loss_box_reg": 0.0076943167368881404, "loss_cls": 0.04379478399641812, "loss_rpn_cls": 0.0005446293617978881, "loss_rpn_loc": 0.0018044163443846628, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5458371660206467, "total_loss": 0.055800555501321014}
{"data_time": 0.004585708025842905, "eta_seconds": 28301.992143867305, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22252747252747251, "fast_rcnn/fg_cls_accuracy": 0.7735042735042735, "iteration": 187459, "loss_box_reg": 0.007324353238800541, "loss_cls": 0.0445609160233289, "loss_rpn_cls": 0.0006152088334374639, "loss_rpn_loc": 0.0023757551734888693, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5426427109632641, "total_loss": 0.05476056574997301}
{"data_time": 0.003863295540213585, "eta_seconds": 28276.680384455016, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.37737127371273715, "fast_rcnn/fg_cls_accuracy": 0.622628726287263, "iteration": 187479, "loss_box_reg": 0.00721849751425907, "loss_cls": 0.04565300582908094, "loss_rpn_cls": 0.0006786889436796173, "loss_rpn_loc": 0.001785899605238228, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379705869127065, "total_loss": 0.0556196033380445}
{"data_time": 0.004000695887953043, "eta_seconds": 28265.912622841774, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.38725490196078427, "fast_rcnn/fg_cls_accuracy": 0.6127450980392157, "iteration": 187499, "loss_box_reg": 0.007122029317542911, "loss_cls": 0.040798496978823096, "loss_rpn_cls": 0.0008435183488941789, "loss_rpn_loc": 0.0018013307126238942, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5381588060408831, "total_loss": 0.05179799402763052}
{"data_time": 0.004108647117391229, "eta_seconds": 28264.93806146551, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4359726295210166, "fast_rcnn/fg_cls_accuracy": 0.5075757575757576, "iteration": 187519, "loss_box_reg": 0.007652126980246976, "loss_cls": 0.04305465426295996, "loss_rpn_cls": 0.0009194354624924017, "loss_rpn_loc": 0.0020018122595502064, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5400880689267069, "total_loss": 0.0546305198133723}
{"data_time": 0.0039807651191949844, "eta_seconds": 28254.166567758657, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22401433691756273, "fast_rcnn/fg_cls_accuracy": 0.772609819121447, "iteration": 187539, "loss_box_reg": 0.007942960975924507, "loss_cls": 0.041602849087212235, "loss_rpn_cls": 0.0010227550077672731, "loss_rpn_loc": 0.0018439064078847878, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.535430463263765, "total_loss": 0.05406845283560102}
{"data_time": 0.0042339228093624115, "eta_seconds": 28237.642466220073, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41666666666666663, "fast_rcnn/fg_cls_accuracy": 0.5729166666666667, "iteration": 187559, "loss_box_reg": 0.007409664220176637, "loss_cls": 0.04259972687577829, "loss_rpn_cls": 0.000627342113460827, "loss_rpn_loc": 0.002158043438612367, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5365977564360946, "total_loss": 0.0519237223040534}
{"data_time": 0.0037240334786474705, "eta_seconds": 28232.623580344953, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3017399267399268, "fast_rcnn/fg_cls_accuracy": 0.6764950166112957, "iteration": 187579, "loss_box_reg": 0.007099896902218461, "loss_cls": 0.043785812449641526, "loss_rpn_cls": 0.000685042858435736, "loss_rpn_loc": 0.0016839794370753225, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386604410596192, "total_loss": 0.054043650420567246}
{"data_time": 0.004991266876459122, "eta_seconds": 28238.836886825273, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2821939586645469, "fast_rcnn/fg_cls_accuracy": 0.7178060413354531, "iteration": 187599, "loss_box_reg": 0.006714969931636006, "loss_cls": 0.04397298538242467, "loss_rpn_cls": 0.0011206444584104247, "loss_rpn_loc": 0.00204002427017258, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5427318422589451, "total_loss": 0.05430369082409925}
{"data_time": 0.003996866522356868, "eta_seconds": 28229.57300732867, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 187619, "loss_box_reg": 0.007419172616209835, "loss_cls": 0.041790715826209635, "loss_rpn_cls": 0.0005924326635522448, "loss_rpn_loc": 0.0022544794246641686, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5365597526542842, "total_loss": 0.0536275193644542}
{"data_time": 0.0041014140006154776, "eta_seconds": 28218.794452888193, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2833333333333333, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 187639, "loss_box_reg": 0.007574185525299981, "loss_cls": 0.04240327142179012, "loss_rpn_cls": 0.0007469364418284385, "loss_rpn_loc": 0.002740120344242314, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5420186119154096, "total_loss": 0.051837453570556136}
{"data_time": 0.003821420017629862, "eta_seconds": 28205.74197848537, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.32379032258064516, "fast_rcnn/fg_cls_accuracy": 0.6564009661835748, "iteration": 187659, "loss_box_reg": 0.008155033108778298, "loss_cls": 0.044611813384108245, "loss_rpn_cls": 0.0010040907601478466, "loss_rpn_loc": 0.0025534212982165627, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5416442106943578, "total_loss": 0.05699388909283698}
{"data_time": 0.003913465887308121, "eta_seconds": 28195.72498150007, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.30431131019036955, "fast_rcnn/fg_cls_accuracy": 0.6852531181217902, "iteration": 187679, "loss_box_reg": 0.00677070373785682, "loss_cls": 0.0415016352199018, "loss_rpn_cls": 0.000551589253518614, "loss_rpn_loc": 0.0017424912148271687, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5415870919823647, "total_loss": 0.052775578314594895}
{"data_time": 0.003966187592595816, "eta_seconds": 28163.199962005485, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.26635846372688476, "fast_rcnn/fg_cls_accuracy": 0.6973684210526316, "iteration": 187699, "loss_box_reg": 0.007473427729564719, "loss_cls": 0.04094572347821668, "loss_rpn_cls": 0.0004520143477577676, "loss_rpn_loc": 0.0017155310742964502, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5377469039522111, "total_loss": 0.05052106035498127}
{"data_time": 0.004383604973554611, "eta_seconds": 28157.223124396987, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3522796352583587, "fast_rcnn/fg_cls_accuracy": 0.6477203647416414, "iteration": 187719, "loss_box_reg": 0.006873830163385719, "loss_cls": 0.042229207465425134, "loss_rpn_cls": 0.0005172823352950218, "loss_rpn_loc": 0.0019305981695652008, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399274816736579, "total_loss": 0.05303773782497956}
{"data_time": 0.004586959024891257, "eta_seconds": 28162.631236270303, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34555984555984554, "fast_rcnn/fg_cls_accuracy": 0.5779014308426074, "iteration": 187739, "loss_box_reg": 0.007259201753186062, "loss_cls": 0.04268732212949544, "loss_rpn_cls": 0.0011252623562540975, "loss_rpn_loc": 0.0019259352811786812, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5343111513648182, "total_loss": 0.05317761202638849}
{"data_time": 0.004791639745235443, "eta_seconds": 28151.853550716536, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4134182908545727, "fast_rcnn/fg_cls_accuracy": 0.5857863751051303, "iteration": 187759, "loss_box_reg": 0.007735395105555654, "loss_cls": 0.043478873994899914, "loss_rpn_cls": 0.0008611884513811674, "loss_rpn_loc": 0.0022499639708257746, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378485955297947, "total_loss": 0.05371479291477499}
{"data_time": 0.0036047620233148336, "eta_seconds": 28136.19146835222, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 187779, "loss_box_reg": 0.006807520490838215, "loss_cls": 0.04434334737015888, "loss_rpn_cls": 0.0011255219981194386, "loss_rpn_loc": 0.0017050984333764063, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5283339736051857, "total_loss": 0.055028042131084476}
{"data_time": 0.004216829780489206, "eta_seconds": 28130.298179609003, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.45, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 187799, "loss_box_reg": 0.006821904768003151, "loss_cls": 0.04369981912896037, "loss_rpn_cls": 0.0008113972490946253, "loss_rpn_loc": 0.001934368590809754, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406869906000793, "total_loss": 0.055896551406590333}
{"data_time": 0.004539163783192635, "eta_seconds": 28117.82901492552, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.47955092221331197, "fast_rcnn/fg_cls_accuracy": 0.4970184853905784, "iteration": 187819, "loss_box_reg": 0.008193831134121865, "loss_cls": 0.04460992442909628, "loss_rpn_cls": 0.001048577261030914, "loss_rpn_loc": 0.002159419786039507, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5307610069867224, "total_loss": 0.05584869115477886}
{"data_time": 0.004361054161563516, "eta_seconds": 28102.450200852938, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23968253968253966, "fast_rcnn/fg_cls_accuracy": 0.7413381123058542, "iteration": 187839, "loss_box_reg": 0.0076478941045934334, "loss_cls": 0.04403123602969572, "loss_rpn_cls": 0.000580151369149462, "loss_rpn_loc": 0.002253361129987752, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5383728817105293, "total_loss": 0.05509999969058299}
{"data_time": 0.004931965377181768, "eta_seconds": 28102.804876493756, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5269133725820017, "fast_rcnn/fg_cls_accuracy": 0.47308662741799834, "iteration": 187859, "loss_box_reg": 0.007356887072091922, "loss_cls": 0.042213367531076074, "loss_rpn_cls": 0.00042762590774714226, "loss_rpn_loc": 0.001612501324416371, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5481807014439255, "total_loss": 0.0519644640709771}
{"data_time": 0.003881155513226986, "eta_seconds": 28076.56989018037, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44871794871794873, "fast_rcnn/fg_cls_accuracy": 0.5512820512820513, "iteration": 187879, "loss_box_reg": 0.007001468140515499, "loss_cls": 0.04209296661429107, "loss_rpn_cls": 0.0010235469912913686, "loss_rpn_loc": 0.0016532739282411058, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5334215159527957, "total_loss": 0.05243405689998326}
{"data_time": 0.0040826809126883745, "eta_seconds": 28077.167241855757, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24280481423338568, "fast_rcnn/fg_cls_accuracy": 0.6856484529295589, "iteration": 187899, "loss_box_reg": 0.007885277067543939, "loss_cls": 0.042529581231065094, "loss_rpn_cls": 0.0007957344145665957, "loss_rpn_loc": 0.002242118149297312, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399638712406158, "total_loss": 0.05268251942322877}
{"data_time": 0.00395169435068965, "eta_seconds": 28064.22041185526, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4978835978835978, "fast_rcnn/fg_cls_accuracy": 0.47969924812030074, "iteration": 187919, "loss_box_reg": 0.0068970534193795174, "loss_cls": 0.0437681027688086, "loss_rpn_cls": 0.0004999123231357316, "loss_rpn_loc": 0.002058216337900376, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5358701918739825, "total_loss": 0.055272863878826684}
{"data_time": 0.0037566334940493107, "eta_seconds": 28055.611289193155, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.33055555555555555, "fast_rcnn/fg_cls_accuracy": 0.6694444444444444, "iteration": 187939, "loss_box_reg": 0.007151022917241789, "loss_cls": 0.0454527752881404, "loss_rpn_cls": 0.0006718618699323997, "loss_rpn_loc": 0.0016390417658840306, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5460864992346615, "total_loss": 0.05614252896572225}
{"data_time": 0.004512223415076733, "eta_seconds": 28042.666124946903, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3678977272727273, "fast_rcnn/fg_cls_accuracy": 0.5358851674641147, "iteration": 187959, "loss_box_reg": 0.007756621605949476, "loss_cls": 0.04513068147934973, "loss_rpn_cls": 0.0009232790531541468, "loss_rpn_loc": 0.0018034273798548384, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364889060147107, "total_loss": 0.05612732146289545}
{"data_time": 0.004552679602056742, "eta_seconds": 28038.127624711487, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.41443053070960045, "fast_rcnn/fg_cls_accuracy": 0.5855694692903995, "iteration": 187979, "loss_box_reg": 0.007083098229486495, "loss_cls": 0.04354461340699345, "loss_rpn_cls": 0.0007809767979836124, "loss_rpn_loc": 0.0019233860439271666, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431482256390154, "total_loss": 0.05499268761161602}
{"data_time": 0.004083865322172642, "eta_seconds": 28031.756675134646, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.28181818181818186, "fast_rcnn/fg_cls_accuracy": 0.6974921630094044, "iteration": 187999, "loss_box_reg": 0.007418873661663383, "loss_cls": 0.041766616923268884, "loss_rpn_cls": 0.000554002926406838, "loss_rpn_loc": 0.001700037519185571, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5376555973198265, "total_loss": 0.053665679482037376}
{"data_time": 0.0036347415298223495, "eta_seconds": 28014.00191851915, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.428743961352657, "fast_rcnn/fg_cls_accuracy": 0.5712560386473431, "iteration": 188019, "loss_box_reg": 0.007601285236887634, "loss_cls": 0.042376142111606896, "loss_rpn_cls": 0.00045999797811191456, "loss_rpn_loc": 0.0019770880790019874, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5341674683149904, "total_loss": 0.053426527416604586}
{"data_time": 0.004444575402885675, "eta_seconds": 28003.223364078673, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3689542483660131, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 188039, "loss_box_reg": 0.007585638202726841, "loss_cls": 0.04480347112985328, "loss_rpn_cls": 0.0008245045308115095, "loss_rpn_loc": 0.0021933150237600785, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5302403450477868, "total_loss": 0.05667969802584594}
{"data_time": 0.004324443405494094, "eta_seconds": 27995.009456856642, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.385752688172043, "fast_rcnn/fg_cls_accuracy": 0.614247311827957, "iteration": 188059, "loss_box_reg": 0.007049656531307846, "loss_cls": 0.04261054180096835, "loss_rpn_cls": 0.0006975781766982436, "loss_rpn_loc": 0.001795315165509237, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540898238774389, "total_loss": 0.05347443305174693}
{"data_time": 0.004290278535336256, "eta_seconds": 27980.165454874048, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.26810810810810815, "fast_rcnn/fg_cls_accuracy": 0.7095652173913043, "iteration": 188079, "loss_box_reg": 0.008186818013200536, "loss_cls": 0.040903378976508975, "loss_rpn_cls": 0.000622307234038999, "loss_rpn_loc": 0.002357896275498206, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5322498395107687, "total_loss": 0.05164290713105402}
{"data_time": 0.00351942447014153, "eta_seconds": 27967.70507578482, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3920807453416149, "fast_rcnn/fg_cls_accuracy": 0.6079192546583851, "iteration": 188099, "loss_box_reg": 0.00744435511296615, "loss_cls": 0.04325088765472174, "loss_rpn_cls": 0.0008078954360826174, "loss_rpn_loc": 0.0021174675566726364, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5352796039078385, "total_loss": 0.053868973221597116}
{"data_time": 0.004601812921464443, "eta_seconds": 27962.670830965508, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.32256169212690955, "fast_rcnn/fg_cls_accuracy": 0.6177536231884058, "iteration": 188119, "loss_box_reg": 0.007274297357071191, "loss_cls": 0.04330879612825811, "loss_rpn_cls": 0.0008693731511755232, "loss_rpn_loc": 0.001866487409643014, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5462018484249711, "total_loss": 0.05288385841578247}
{"data_time": 0.003878435119986534, "eta_seconds": 27936.51294247317, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.18512851897184823, "fast_rcnn/fg_cls_accuracy": 0.8148714810281518, "iteration": 188139, "loss_box_reg": 0.00778609213011805, "loss_cls": 0.04408092936500907, "loss_rpn_cls": 0.0007547379047991853, "loss_rpn_loc": 0.002187467191106407, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5316878010053188, "total_loss": 0.05684638910747708}
{"data_time": 0.004068020498380065, "eta_seconds": 27914.398678993573, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4002501563477173, "fast_rcnn/fg_cls_accuracy": 0.5997498436522827, "iteration": 188159, "loss_box_reg": 0.007251095550600439, "loss_cls": 0.04249953117687255, "loss_rpn_cls": 0.0009567503643097552, "loss_rpn_loc": 0.001871368287538644, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.535478227538988, "total_loss": 0.0540187172118749}
{"data_time": 0.00412479555234313, "eta_seconds": 27903.629442798672, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3345622119815668, "fast_rcnn/fg_cls_accuracy": 0.6654377880184332, "iteration": 188179, "loss_box_reg": 0.0077299797849264, "loss_cls": 0.04181139182765037, "loss_rpn_cls": 0.0009775258602076065, "loss_rpn_loc": 0.0024550314446969423, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5341640068218112, "total_loss": 0.05486571310666477}
{"data_time": 0.0048243035562336445, "eta_seconds": 27879.006789027946, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4434889434889435, "fast_rcnn/fg_cls_accuracy": 0.5313479623824451, "iteration": 188199, "loss_box_reg": 0.006785905119613744, "loss_cls": 0.041621029144153, "loss_rpn_cls": 0.0005155042020419387, "loss_rpn_loc": 0.0016197292625292903, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5260116925928742, "total_loss": 0.05034581204142796}
{"data_time": 0.003898776136338711, "eta_seconds": 27869.90272730845, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3467607973421927, "fast_rcnn/fg_cls_accuracy": 0.6392857142857142, "iteration": 188219, "loss_box_reg": 0.0071009289677022025, "loss_cls": 0.04402398376259953, "loss_rpn_cls": 0.0005918642277435993, "loss_rpn_loc": 0.0019578045194066362, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5383822582662106, "total_loss": 0.05398155090310297}
{"data_time": 0.004499259404838085, "eta_seconds": 27859.138198725646, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36626016260162597, "fast_rcnn/fg_cls_accuracy": 0.633739837398374, "iteration": 188239, "loss_box_reg": 0.007572334157885052, "loss_cls": 0.044123077823314816, "loss_rpn_cls": 0.0011923273640377374, "loss_rpn_loc": 0.001858621235442115, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417752333451062, "total_loss": 0.055235767057524754}
{"data_time": 0.0041494418401271105, "eta_seconds": 27848.657747863792, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.21525096525096526, "fast_rcnn/fg_cls_accuracy": 0.734573502722323, "iteration": 188259, "loss_box_reg": 0.006503672222606838, "loss_cls": 0.040667517634574324, "loss_rpn_cls": 0.0006981948509974245, "loss_rpn_loc": 0.002345958115256508, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5435614385642111, "total_loss": 0.050360406248728395}
{"data_time": 0.00457947957329452, "eta_seconds": 27837.60914156004, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.1732142857142857, "fast_rcnn/fg_cls_accuracy": 0.69375, "iteration": 188279, "loss_box_reg": 0.007510909636039287, "loss_cls": 0.04111999098677188, "loss_rpn_cls": 0.0006441650908755037, "loss_rpn_loc": 0.0019431865657679737, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381479717325419, "total_loss": 0.05284245004514787}
{"data_time": 0.0036271740682423115, "eta_seconds": 27812.85279541416, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.44285714285714284, "fast_rcnn/fg_cls_accuracy": 0.5275261324041811, "iteration": 188299, "loss_box_reg": 0.006919103994732723, "loss_cls": 0.04666986083611846, "loss_rpn_cls": 0.0011518006741653153, "loss_rpn_loc": 0.002600678213639185, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380624933168292, "total_loss": 0.055744010030707614}
{"data_time": 0.003988184267655015, "eta_seconds": 27814.415871325415, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2976268951878708, "fast_rcnn/fg_cls_accuracy": 0.6704781704781705, "iteration": 188319, "loss_box_reg": 0.007274929463164881, "loss_cls": 0.04151138593442738, "loss_rpn_cls": 0.0007306409429475025, "loss_rpn_loc": 0.001966278115105524, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5426040149759501, "total_loss": 0.0508384682570977}
{"data_time": 0.003590839682146907, "eta_seconds": 27803.651986775454, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3251915708812261, "fast_rcnn/fg_cls_accuracy": 0.654040404040404, "iteration": 188339, "loss_box_reg": 0.006909163465024903, "loss_cls": 0.03962273022625595, "loss_rpn_cls": 0.0015570161617688427, "loss_rpn_loc": 0.0021333846470952267, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5431863735429943, "total_loss": 0.04995636613705301}
{"data_time": 0.003872149856761098, "eta_seconds": 27792.888102225494, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.36363636363636365, "fast_rcnn/fg_cls_accuracy": 0.6363636363636364, "iteration": 188359, "loss_box_reg": 0.007473666861187667, "loss_cls": 0.044640458771027625, "loss_rpn_cls": 0.0011147651944156678, "loss_rpn_loc": 0.0019028694696316961, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5474486839957535, "total_loss": 0.05699796597139084}
{"data_time": 0.004166410071775317, "eta_seconds": 27782.124217675533, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3514705882352941, "fast_rcnn/fg_cls_accuracy": 0.6360294117647058, "iteration": 188379, "loss_box_reg": 0.006891503871884197, "loss_cls": 0.042734529823064804, "loss_rpn_cls": 0.0014582891249119712, "loss_rpn_loc": 0.0015431926540259155, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5364364024717361, "total_loss": 0.05235543505739315}
{"data_time": 0.004016172140836716, "eta_seconds": 27778.291944030905, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38006535947712417, "fast_rcnn/fg_cls_accuracy": 0.6199346405228758, "iteration": 188399, "loss_box_reg": 0.007131597143597901, "loss_cls": 0.044727563159540296, "loss_rpn_cls": 0.0007211186982658546, "loss_rpn_loc": 0.0019363757637620438, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541907487437129, "total_loss": 0.05509219399334597}
{"data_time": 0.0040350190829485655, "eta_seconds": 27760.596448575612, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40588235294117647, "fast_rcnn/fg_cls_accuracy": 0.5941176470588235, "iteration": 188419, "loss_box_reg": 0.007475295147742145, "loss_cls": 0.041301821678644046, "loss_rpn_cls": 0.0006992220508550417, "loss_rpn_loc": 0.0017987815590458922, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5346521125175059, "total_loss": 0.05245802937429289}
{"data_time": 0.0037231044843792915, "eta_seconds": 27751.768427207367, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.47399020807833536, "fast_rcnn/fg_cls_accuracy": 0.49749373433583965, "iteration": 188439, "loss_box_reg": 0.007375697838142514, "loss_cls": 0.04116037208586931, "loss_rpn_cls": 0.0009380801338920719, "loss_rpn_loc": 0.0023465150406991597, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5474255403969437, "total_loss": 0.053285667564011874}
{"data_time": 0.00451789190992713, "eta_seconds": 27732.351329997648, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 188459, "loss_box_reg": 0.00696410913951695, "loss_cls": 0.0437799240462482, "loss_rpn_cls": 0.0009277615260998573, "loss_rpn_loc": 0.002097255897751893, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335532068274915, "total_loss": 0.05386753637799302}
{"data_time": 0.00440201023593545, "eta_seconds": 27716.020751485135, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2875, "fast_rcnn/fg_cls_accuracy": 0.6884615384615385, "iteration": 188479, "loss_box_reg": 0.008259716560132802, "loss_cls": 0.04070040880469605, "loss_rpn_cls": 0.0005005325452600573, "loss_rpn_loc": 0.0019346532280906104, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5303744759876281, "total_loss": 0.0522975924441198}
{"data_time": 0.003893913235515356, "eta_seconds": 27702.26454225392, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.42121588089330025, "fast_rcnn/fg_cls_accuracy": 0.5787841191066998, "iteration": 188499, "loss_box_reg": 0.0068639857054222375, "loss_cls": 0.04396804922726005, "loss_rpn_cls": 0.0006201177498041943, "loss_rpn_loc": 0.0021706041334255133, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358867570757866, "total_loss": 0.055119055778504844}
{"data_time": 0.0039009626489132643, "eta_seconds": 27685.08955151285, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.45079365079365075, "fast_rcnn/fg_cls_accuracy": 0.5345864661654135, "iteration": 188519, "loss_box_reg": 0.007847371860407293, "loss_cls": 0.04372490692185238, "loss_rpn_cls": 0.001031119626986765, "loss_rpn_loc": 0.0021111602982273325, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5474058799445629, "total_loss": 0.05463699053348137}
{"data_time": 0.0043195749167352915, "eta_seconds": 27677.6707436, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.42264957264957265, "fast_rcnn/fg_cls_accuracy": 0.5773504273504273, "iteration": 188539, "loss_box_reg": 0.006911928474437445, "loss_cls": 0.04221843444975093, "loss_rpn_cls": 0.0012457689171583297, "loss_rpn_loc": 0.001786040262231836, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405968111008406, "total_loss": 0.054216590350733895}
{"data_time": 0.004445656901225448, "eta_seconds": 27669.990685968893, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3284313725490196, "fast_rcnn/fg_cls_accuracy": 0.6625596184419714, "iteration": 188559, "loss_box_reg": 0.007333486209972762, "loss_cls": 0.04284564789850265, "loss_rpn_cls": 0.0008275971849798225, "loss_rpn_loc": 0.001918061068863608, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420615137554705, "total_loss": 0.05353524812846899}
{"data_time": 0.004042841959744692, "eta_seconds": 27656.15723181935, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34888438133874244, "fast_rcnn/fg_cls_accuracy": 0.6511156186612577, "iteration": 188579, "loss_box_reg": 0.007125001982785761, "loss_cls": 0.04240546305663884, "loss_rpn_cls": 0.0012426661719473486, "loss_rpn_loc": 0.0019369527835806366, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349666283000261, "total_loss": 0.05390342544592386}
{"data_time": 0.003645399585366249, "eta_seconds": 27640.261952433037, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3156059285091543, "fast_rcnn/fg_cls_accuracy": 0.6843940714908456, "iteration": 188599, "loss_box_reg": 0.0071553159796167165, "loss_cls": 0.04059412784408778, "loss_rpn_cls": 0.0009784765945255458, "loss_rpn_loc": 0.0022664607949991478, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364334480836987, "total_loss": 0.051515193633349554}
{"data_time": 0.004175327951088548, "eta_seconds": 27628.197945442982, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37047619047619046, "fast_rcnn/fg_cls_accuracy": 0.6295238095238096, "iteration": 188619, "loss_box_reg": 0.007670532708289102, "loss_cls": 0.043055895483121276, "loss_rpn_cls": 0.0006261052758560481, "loss_rpn_loc": 0.0022128560067358194, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.531191083136946, "total_loss": 0.054502428521914226}
{"data_time": 0.004159986972808838, "eta_seconds": 27610.03757730336, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4445121951219512, "fast_rcnn/fg_cls_accuracy": 0.5554878048780488, "iteration": 188639, "loss_box_reg": 0.006640899766352959, "loss_cls": 0.04375541559420526, "loss_rpn_cls": 0.0008181683657539907, "loss_rpn_loc": 0.0020759240178449545, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5320875325705856, "total_loss": 0.05520753492919539}
{"data_time": 0.004464190453290939, "eta_seconds": 27591.531154050957, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48141695702671317, "fast_rcnn/fg_cls_accuracy": 0.518583042973287, "iteration": 188659, "loss_box_reg": 0.0071521648787893355, "loss_cls": 0.04172622779151425, "loss_rpn_cls": 0.001204106729119303, "loss_rpn_loc": 0.0018559504951554118, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5306564476341009, "total_loss": 0.05223318213757011}
{"data_time": 0.004371155984699726, "eta_seconds": 27585.786020393483, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.20294117647058824, "fast_rcnn/fg_cls_accuracy": 0.7447916666666667, "iteration": 188679, "loss_box_reg": 0.007579037890536711, "loss_cls": 0.04135808706632815, "loss_rpn_cls": 0.0008904888269398725, "loss_rpn_loc": 0.0020696267902167165, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5421691492665559, "total_loss": 0.05288097469076547}
{"data_time": 0.004758438561111689, "eta_seconds": 27564.238416380947, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4087301587301587, "fast_rcnn/fg_cls_accuracy": 0.5912698412698413, "iteration": 188699, "loss_box_reg": 0.00681351832463406, "loss_cls": 0.0417034097481519, "loss_rpn_cls": 0.0010525277054966864, "loss_rpn_loc": 0.0017768022844393272, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380573945585638, "total_loss": 0.051950906930642304}
{"data_time": 0.004423720994964242, "eta_seconds": 27570.539689105935, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.33958333333333335, "fast_rcnn/fg_cls_accuracy": 0.6604166666666667, "iteration": 188719, "loss_box_reg": 0.00773119846417103, "loss_cls": 0.043430618359707296, "loss_rpn_cls": 0.0007224505185376984, "loss_rpn_loc": 0.002095109386573313, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444764050189406, "total_loss": 0.05482933966862902}
{"data_time": 0.0042387954890728, "eta_seconds": 27563.672464166768, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36559507523939805, "fast_rcnn/fg_cls_accuracy": 0.634404924760602, "iteration": 188739, "loss_box_reg": 0.006690111709758639, "loss_cls": 0.0418955865316093, "loss_rpn_cls": 0.0007496940183955303, "loss_rpn_loc": 0.001912998402985977, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5368702246341854, "total_loss": 0.05159021319650492}
{"data_time": 0.004222186049446464, "eta_seconds": 27549.034227286465, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22792207792207791, "fast_rcnn/fg_cls_accuracy": 0.732936507936508, "iteration": 188759, "loss_box_reg": 0.007366577585344203, "loss_cls": 0.040150192042347044, "loss_rpn_cls": 0.00046083878157787694, "loss_rpn_loc": 0.001994452395592816, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5329495929181576, "total_loss": 0.05202086997522315}
{"data_time": 0.004481907468289137, "eta_seconds": 27521.25408716104, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3892773892773893, "fast_rcnn/fg_cls_accuracy": 0.6107226107226107, "iteration": 188779, "loss_box_reg": 0.008065710600931197, "loss_cls": 0.039663763833232224, "loss_rpn_cls": 0.0008377391215503849, "loss_rpn_loc": 0.0017820761968323495, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5293932217173278, "total_loss": 0.05077573909619559}
{"data_time": 0.004380487836897373, "eta_seconds": 27519.025519976858, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4852941176470588, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 188799, "loss_box_reg": 0.007734672544756904, "loss_cls": 0.045735539752058685, "loss_rpn_cls": 0.0008506416579621146, "loss_rpn_loc": 0.002329209308300051, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426616789773107, "total_loss": 0.057131875098207274}
{"data_time": 0.004166272934526205, "eta_seconds": 27520.65547664929, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5334821428571428, "fast_rcnn/fg_cls_accuracy": 0.46651785714285715, "iteration": 188819, "loss_box_reg": 0.006780145311495289, "loss_cls": 0.043077611830085516, "loss_rpn_cls": 0.0008439664661636925, "loss_rpn_loc": 0.002457263173710089, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5356599562801421, "total_loss": 0.0546744135363042}
{"data_time": 0.004659605445340276, "eta_seconds": 27511.204874388175, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3783783783783784, "fast_rcnn/fg_cls_accuracy": 0.6216216216216217, "iteration": 188839, "loss_box_reg": 0.006873183316201903, "loss_cls": 0.04141166713088751, "loss_rpn_cls": 0.0010445342476543829, "loss_rpn_loc": 0.0018626283563207835, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5383560655172914, "total_loss": 0.05164455373164856}
{"data_time": 0.004175959154963493, "eta_seconds": 27499.146982890554, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3879310344827586, "fast_rcnn/fg_cls_accuracy": 0.6120689655172413, "iteration": 188859, "loss_box_reg": 0.007181356311775744, "loss_cls": 0.0421925486298278, "loss_rpn_cls": 0.0004904411370034722, "loss_rpn_loc": 0.0017606465044082142, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410919690039009, "total_loss": 0.05396271968538713}
{"data_time": 0.004313978366553783, "eta_seconds": 27489.695361380698, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4347953216374269, "fast_rcnn/fg_cls_accuracy": 0.565204678362573, "iteration": 188879, "loss_box_reg": 0.007061026437440887, "loss_cls": 0.04170521494233981, "loss_rpn_cls": 0.0007267368464738411, "loss_rpn_loc": 0.0019336649911565473, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368533676955849, "total_loss": 0.050518833386263395}
{"data_time": 0.004309177864342928, "eta_seconds": 27482.253914245404, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3915151515151515, "fast_rcnn/fg_cls_accuracy": 0.6084848484848485, "iteration": 188899, "loss_box_reg": 0.007189002149971202, "loss_cls": 0.0410996800637804, "loss_rpn_cls": 0.0009417687632549132, "loss_rpn_loc": 0.001909772810904542, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5433094487525523, "total_loss": 0.05225435027432468}
{"data_time": 0.003985973075032234, "eta_seconds": 27477.754349929048, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4096774193548387, "fast_rcnn/fg_cls_accuracy": 0.5590277777777778, "iteration": 188919, "loss_box_reg": 0.008102950203465298, "loss_cls": 0.04048618348315358, "loss_rpn_cls": 0.00047147954299475714, "loss_rpn_loc": 0.0023377217403321993, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368643649853766, "total_loss": 0.05189805508666723}
{"data_time": 0.00376685312949121, "eta_seconds": 27469.363728277385, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.48863636363636365, "fast_rcnn/fg_cls_accuracy": 0.5113636363636364, "iteration": 188939, "loss_box_reg": 0.008161301375366747, "loss_cls": 0.04363653447944671, "loss_rpn_cls": 0.00040456189896076467, "loss_rpn_loc": 0.0020204901702527422, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5464359959587455, "total_loss": 0.05425019464792058}
{"data_time": 0.003813032293692231, "eta_seconds": 27449.9857544275, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2863636363636364, "fast_rcnn/fg_cls_accuracy": 0.7089743589743589, "iteration": 188959, "loss_box_reg": 0.0075152936624363065, "loss_cls": 0.045041038712952286, "loss_rpn_cls": 0.0006898270983128896, "loss_rpn_loc": 0.0018682259124034317, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.53365916502662, "total_loss": 0.056450530525182785}
{"data_time": 0.0039930634666234255, "eta_seconds": 27425.714212556602, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3114134542705971, "fast_rcnn/fg_cls_accuracy": 0.6885865457294029, "iteration": 188979, "loss_box_reg": 0.00731771212304011, "loss_cls": 0.04299742204602808, "loss_rpn_cls": 0.0008766802216086944, "loss_rpn_loc": 0.0018695181497605518, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400467780418694, "total_loss": 0.05391440120561697}
{"data_time": 0.003927583806216717, "eta_seconds": 27414.96345729404, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2844512195121951, "fast_rcnn/fg_cls_accuracy": 0.6194444444444445, "iteration": 188999, "loss_box_reg": 0.007680603623157367, "loss_cls": 0.042465778009500355, "loss_rpn_cls": 0.0010923765275947517, "loss_rpn_loc": 0.001975793600649922, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5355570337269455, "total_loss": 0.054617779853288084}
{"data_time": 0.004200020805001259, "eta_seconds": 27383.835067267064, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23790322580645162, "fast_rcnn/fg_cls_accuracy": 0.7419354838709677, "iteration": 189019, "loss_box_reg": 0.007730527664534748, "loss_cls": 0.04249606002122164, "loss_rpn_cls": 0.0004854174246702314, "loss_rpn_loc": 0.0017311452766080038, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5349512808024883, "total_loss": 0.05274540930645344}
{"data_time": 0.004167451057583094, "eta_seconds": 27406.96154133696, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40608465608465605, "fast_rcnn/fg_cls_accuracy": 0.593915343915344, "iteration": 189039, "loss_box_reg": 0.007156372477766126, "loss_cls": 0.039361593313515186, "loss_rpn_cls": 0.0008890456568906302, "loss_rpn_loc": 0.00197162125914474, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5459446106106043, "total_loss": 0.05012703045838407}
{"data_time": 0.004349930444732308, "eta_seconds": 27396.205488064326, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42160278745644597, "fast_rcnn/fg_cls_accuracy": 0.5783972125435539, "iteration": 189059, "loss_box_reg": 0.008242741168942302, "loss_cls": 0.04176120855845511, "loss_rpn_cls": 0.0004049835920341138, "loss_rpn_loc": 0.0022667515695502516, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5365333994850516, "total_loss": 0.053350289915499616}
{"data_time": 0.004421040182933211, "eta_seconds": 27389.83670062828, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30128205128205127, "fast_rcnn/fg_cls_accuracy": 0.6987179487179487, "iteration": 189079, "loss_box_reg": 0.007250482871313579, "loss_cls": 0.042387214343762025, "loss_rpn_cls": 0.00092107624629989, "loss_rpn_loc": 0.0021813359562656842, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5384405441582203, "total_loss": 0.0544949465861464}
{"data_time": 0.004618321545422077, "eta_seconds": 27381.43938567303, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3557312252964427, "fast_rcnn/fg_cls_accuracy": 0.5988142292490118, "iteration": 189099, "loss_box_reg": 0.007494458797737025, "loss_cls": 0.04478672196273692, "loss_rpn_cls": 0.0009756927602779797, "loss_rpn_loc": 0.0020389718883961905, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.537104899995029, "total_loss": 0.056714033263460806}
{"data_time": 0.004590070573613048, "eta_seconds": 27366.93405834306, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4186429512516469, "fast_rcnn/fg_cls_accuracy": 0.5753787878787879, "iteration": 189119, "loss_box_reg": 0.00714389662607573, "loss_cls": 0.04450901609379798, "loss_rpn_cls": 0.0006876584338897374, "loss_rpn_loc": 0.0021650130438501947, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5343634465243667, "total_loss": 0.052810642696286436}
{"data_time": 0.004536206368356943, "eta_seconds": 27353.181274973787, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.41875, "fast_rcnn/fg_cls_accuracy": 0.58125, "iteration": 189139, "loss_box_reg": 0.007464287569746375, "loss_cls": 0.04280137352179736, "loss_rpn_cls": 0.0007877632526742673, "loss_rpn_loc": 0.001682330752373673, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5291490275412798, "total_loss": 0.05197712905419394}
{"data_time": 0.004025785019621253, "eta_seconds": 27353.44061488635, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40371621621621623, "fast_rcnn/fg_cls_accuracy": 0.5962837837837838, "iteration": 189159, "loss_box_reg": 0.00700039672665298, "loss_cls": 0.04334224679041654, "loss_rpn_cls": 0.0011455410304961333, "loss_rpn_loc": 0.0018611597079143394, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5437466315925121, "total_loss": 0.054808060681125426}
{"data_time": 0.004291295073926449, "eta_seconds": 27360.698522159597, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.14351851851851852, "fast_rcnn/fg_cls_accuracy": 0.7790404040404041, "iteration": 189179, "loss_box_reg": 0.007393406791379675, "loss_cls": 0.0432000916916877, "loss_rpn_cls": 0.00035032566029258305, "loss_rpn_loc": 0.0018379325001660618, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5478758597746491, "total_loss": 0.054684807044623085}
{"data_time": 0.004205767065286636, "eta_seconds": 27359.63496123161, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4235332893869479, "fast_rcnn/fg_cls_accuracy": 0.5764667106130521, "iteration": 189199, "loss_box_reg": 0.007100010727299377, "loss_cls": 0.039254851872101426, "loss_rpn_cls": 0.0008363039007690531, "loss_rpn_loc": 0.0021253514096315484, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367095733527094, "total_loss": 0.05160848466192647}
{"data_time": 0.0043907614890486, "eta_seconds": 27350.40725206537, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.48082706766917294, "fast_rcnn/fg_cls_accuracy": 0.5191729323308271, "iteration": 189219, "loss_box_reg": 0.006761357974028215, "loss_cls": 0.044264271622523665, "loss_rpn_cls": 0.0005373804569899221, "loss_rpn_loc": 0.001961940848559607, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5366273298859596, "total_loss": 0.05313170308295412}
{"data_time": 0.0039859251119196415, "eta_seconds": 27339.6353463321, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 189239, "loss_box_reg": 0.007056926086079329, "loss_cls": 0.04238555527990684, "loss_rpn_cls": 0.0004913132100909934, "loss_rpn_loc": 0.0019259940963820554, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5396108680870384, "total_loss": 0.05263578452564843}
{"data_time": 0.004573251586407423, "eta_seconds": 27317.62861244171, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4079391891891892, "fast_rcnn/fg_cls_accuracy": 0.5855978260869565, "iteration": 189259, "loss_box_reg": 0.007391485385596752, "loss_cls": 0.04234917729627341, "loss_rpn_cls": 0.0006365070976244169, "loss_rpn_loc": 0.002249317341920687, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5347965131513774, "total_loss": 0.05386342606738026}
{"data_time": 0.003968398552387953, "eta_seconds": 27302.691589067923, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1516544117647059, "fast_rcnn/fg_cls_accuracy": 0.7639802631578947, "iteration": 189279, "loss_box_reg": 0.007377922840532847, "loss_cls": 0.0425752715091221, "loss_rpn_cls": 0.0004668920339554461, "loss_rpn_loc": 0.0015431929896294605, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5342984399758279, "total_loss": 0.05368052620133312}
{"data_time": 0.004458935000002384, "eta_seconds": 27291.925755748758, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2616366366366366, "fast_rcnn/fg_cls_accuracy": 0.7383633633633633, "iteration": 189299, "loss_box_reg": 0.007540024729678407, "loss_cls": 0.040275557548739016, "loss_rpn_cls": 0.000878299305213659, "loss_rpn_loc": 0.0021007713967264863, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538778024027124, "total_loss": 0.053384278569069465}
{"data_time": 0.0038066720589995384, "eta_seconds": 27267.35752253211, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3721042471042471, "fast_rcnn/fg_cls_accuracy": 0.627895752895753, "iteration": 189319, "loss_box_reg": 0.007075731351505965, "loss_cls": 0.042615513084456325, "loss_rpn_cls": 0.0005648071517043718, "loss_rpn_loc": 0.0018569194962765323, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.53612235118635, "total_loss": 0.054722184726074374}
{"data_time": 0.0037860888987779617, "eta_seconds": 27249.985606930917, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3888339920948617, "fast_rcnn/fg_cls_accuracy": 0.6111660079051384, "iteration": 189339, "loss_box_reg": 0.007309374894248322, "loss_cls": 0.04339425603393465, "loss_rpn_cls": 0.000883724110735784, "loss_rpn_loc": 0.0017866392227006145, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392236448824406, "total_loss": 0.05608067554567242}
{"data_time": 0.0035589931067079306, "eta_seconds": 27239.22783049266, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37044534412955465, "fast_rcnn/fg_cls_accuracy": 0.6295546558704453, "iteration": 189359, "loss_box_reg": 0.007356068352237344, "loss_cls": 0.042172866058535874, "loss_rpn_cls": 0.000900735077493664, "loss_rpn_loc": 0.0018584024692245293, "lr": 0.001, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5399256229866296, "total_loss": 0.05244975687196529}
{"data_time": 0.004138051765039563, "eta_seconds": 27224.732710756827, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.21715116279069768, "fast_rcnn/fg_cls_accuracy": 0.7828488372093023, "iteration": 189379, "loss_box_reg": 0.007217449368909001, "loss_cls": 0.041293778049293905, "loss_rpn_cls": 0.0004069954114243046, "loss_rpn_loc": 0.0016192175880860304, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5268081605900079, "total_loss": 0.05175621771616079}
{"data_time": 0.004059525905176997, "eta_seconds": 27205.073323966004, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.11507936507936507, "fast_rcnn/fg_cls_accuracy": 0.8833333333333333, "iteration": 189399, "loss_box_reg": 0.008043954396271147, "loss_cls": 0.03817339160013944, "loss_rpn_cls": 0.00047206949426481515, "loss_rpn_loc": 0.0020827398675464792, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5331718579400331, "total_loss": 0.04988087175271971}
{"data_time": 0.003841967089101672, "eta_seconds": 27199.577191432938, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3407335907335908, "fast_rcnn/fg_cls_accuracy": 0.5794930875576036, "iteration": 189419, "loss_box_reg": 0.007080939132720232, "loss_cls": 0.042347061331383884, "loss_rpn_cls": 0.0013331277309589495, "loss_rpn_loc": 0.002767320327620837, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418175298254937, "total_loss": 0.054821075408312936}
{"data_time": 0.0039734975434839725, "eta_seconds": 27175.678796986584, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3746031746031746, "fast_rcnn/fg_cls_accuracy": 0.6253968253968254, "iteration": 189439, "loss_box_reg": 0.006801750365411863, "loss_cls": 0.04473771946504712, "loss_rpn_cls": 0.001102074034164957, "loss_rpn_loc": 0.002170893681977759, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5337025786284357, "total_loss": 0.05587470035743536}
{"data_time": 0.004187139216810465, "eta_seconds": 27167.696086255135, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4878048780487805, "fast_rcnn/fg_cls_accuracy": 0.5121951219512195, "iteration": 189459, "loss_box_reg": 0.0074846069037448615, "loss_cls": 0.04407679662108421, "loss_rpn_cls": 0.0006757401959021081, "loss_rpn_loc": 0.0017384560505888658, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5349626005627215, "total_loss": 0.05483896957025536}
{"data_time": 0.003796009812504053, "eta_seconds": 27160.850769301876, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2984126984126984, "fast_rcnn/fg_cls_accuracy": 0.7015873015873015, "iteration": 189479, "loss_box_reg": 0.0073898051923606545, "loss_cls": 0.042076454672496766, "loss_rpn_cls": 0.0008958573077961773, "loss_rpn_loc": 0.002325046712940093, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388555726967752, "total_loss": 0.05308825937720485}
{"data_time": 0.0037356980610638857, "eta_seconds": 27150.098467973992, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24588815789473684, "fast_rcnn/fg_cls_accuracy": 0.6741898148148149, "iteration": 189499, "loss_box_reg": 0.008585222967667505, "loss_cls": 0.04235001467168331, "loss_rpn_cls": 0.0009053667587295422, "loss_rpn_loc": 0.0019776877379626967, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5346617319155484, "total_loss": 0.05515999997828658}
{"data_time": 0.004471116932108998, "eta_seconds": 27142.882649138337, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1056547619047619, "fast_rcnn/fg_cls_accuracy": 0.8375435540069687, "iteration": 189519, "loss_box_reg": 0.007156953302910551, "loss_cls": 0.042123772320337594, "loss_rpn_cls": 0.0007044423621209717, "loss_rpn_loc": 0.0019401077006477863, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5440515237860382, "total_loss": 0.051625566588199945}
{"data_time": 0.004148466512560844, "eta_seconds": 27133.888363043545, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40902777777777777, "fast_rcnn/fg_cls_accuracy": 0.5909722222222222, "iteration": 189539, "loss_box_reg": 0.007586778549011797, "loss_cls": 0.04097270924830809, "loss_rpn_cls": 0.0006392903842424857, "loss_rpn_loc": 0.0019358886311238166, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415713470429182, "total_loss": 0.05173083566637615}
{"data_time": 0.004382203333079815, "eta_seconds": 27117.84156399034, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.26062717770034843, "fast_rcnn/fg_cls_accuracy": 0.6536585365853658, "iteration": 189559, "loss_box_reg": 0.0069945725845173, "loss_cls": 0.04297839698847383, "loss_rpn_cls": 0.000488020246848464, "loss_rpn_loc": 0.0017712453882268164, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5281301841605455, "total_loss": 0.053796470366933136}
{"data_time": 0.004801286617293954, "eta_seconds": 27112.37956348504, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.424812030075188, "fast_rcnn/fg_cls_accuracy": 0.575187969924812, "iteration": 189579, "loss_box_reg": 0.006755493173841387, "loss_cls": 0.04180721822194755, "loss_rpn_cls": 0.0010063331363880934, "loss_rpn_loc": 0.0017661946476437151, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5407830418553203, "total_loss": 0.051106385007756217}
{"data_time": 0.0036825414281338453, "eta_seconds": 27104.674852278316, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 189599, "loss_box_reg": 0.007809816219378263, "loss_cls": 0.04180876992177218, "loss_rpn_cls": 0.000647051963994727, "loss_rpn_loc": 0.001706853645373485, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402090675197542, "total_loss": 0.05234709270439453}
{"data_time": 0.0044391395058482885, "eta_seconds": 27097.547757671913, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29642857142857143, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 189619, "loss_box_reg": 0.006913504301337525, "loss_cls": 0.04181187355425209, "loss_rpn_cls": 0.0013464675365639778, "loss_rpn_loc": 0.0019516887514328118, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5376942695584148, "total_loss": 0.05239719147624555}
{"data_time": 0.004832664504647255, "eta_seconds": 27090.954380108044, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4415184678522572, "fast_rcnn/fg_cls_accuracy": 0.5205198358413132, "iteration": 189639, "loss_box_reg": 0.00699181150412187, "loss_cls": 0.04407944425474852, "loss_rpn_cls": 0.0008984600640360441, "loss_rpn_loc": 0.0017676187344477512, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398631920106709, "total_loss": 0.05317100004879194}
{"data_time": 0.004418081138283014, "eta_seconds": 27098.14075600379, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1568627450980392, "fast_rcnn/fg_cls_accuracy": 0.8431372549019608, "iteration": 189659, "loss_box_reg": 0.007356953399721533, "loss_cls": 0.0436544882832095, "loss_rpn_cls": 0.0006728560745159484, "loss_rpn_loc": 0.0017119796484621475, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442755434196442, "total_loss": 0.05342266925038075}
{"data_time": 0.004729512380436063, "eta_seconds": 27072.28366289311, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4807692307692308, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 189679, "loss_box_reg": 0.007389703096123412, "loss_cls": 0.04109953553415835, "loss_rpn_cls": 0.00046734628313060966, "loss_rpn_loc": 0.0019798257962975185, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358492254745215, "total_loss": 0.05087603052641043}
{"data_time": 0.004135346971452236, "eta_seconds": 27066.276318634395, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6578947368421053, "iteration": 189699, "loss_box_reg": 0.007025988074019551, "loss_cls": 0.042834924592170864, "loss_rpn_cls": 0.0008984725189975507, "loss_rpn_loc": 0.0024484893892804394, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437669411767274, "total_loss": 0.053870696651358685}
{"data_time": 0.004143898142501712, "eta_seconds": 27046.826052680844, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3701219512195122, "fast_rcnn/fg_cls_accuracy": 0.6298780487804878, "iteration": 189719, "loss_box_reg": 0.007475284684915096, "loss_cls": 0.04214075382333249, "loss_rpn_cls": 0.0006293546684332796, "loss_rpn_loc": 0.0020019693256472237, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5342766703106463, "total_loss": 0.052601920417146175}
{"data_time": 0.004046994494274259, "eta_seconds": 27038.189832181903, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41941391941391937, "fast_rcnn/fg_cls_accuracy": 0.5333333333333333, "iteration": 189739, "loss_box_reg": 0.007068825056194328, "loss_cls": 0.040869307063985616, "loss_rpn_cls": 0.0007065777782031546, "loss_rpn_loc": 0.0018226532392873196, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5425569664221257, "total_loss": 0.0535369197395994}
{"data_time": 0.0048001164104789495, "eta_seconds": 27031.349979473278, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40240641711229946, "fast_rcnn/fg_cls_accuracy": 0.5441176470588236, "iteration": 189759, "loss_box_reg": 0.00760843584430404, "loss_cls": 0.04518981359433383, "loss_rpn_cls": 0.0005797672160952061, "loss_rpn_loc": 0.0017845083038992016, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540148206287995, "total_loss": 0.05630263245416245}
{"data_time": 0.003732165554538369, "eta_seconds": 27036.453030406265, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4024390243902439, "fast_rcnn/fg_cls_accuracy": 0.5975609756097561, "iteration": 189779, "loss_box_reg": 0.0075402593647595495, "loss_cls": 0.04095398256322369, "loss_rpn_cls": 0.0009537742911902569, "loss_rpn_loc": 0.0017764563017408364, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5418998959939927, "total_loss": 0.052116531379965636}
{"data_time": 0.004099872428923845, "eta_seconds": 27029.077081302414, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2340153452685422, "fast_rcnn/fg_cls_accuracy": 0.6201923076923077, "iteration": 189799, "loss_box_reg": 0.007088621845468879, "loss_cls": 0.041801115847192705, "loss_rpn_cls": 0.0010196379518561116, "loss_rpn_loc": 0.002029419851169223, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5443666528444737, "total_loss": 0.05170686548478898}
{"data_time": 0.003705445909872651, "eta_seconds": 27014.919048183365, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2841614906832298, "fast_rcnn/fg_cls_accuracy": 0.7158385093167702, "iteration": 189819, "loss_box_reg": 0.00694593254593201, "loss_cls": 0.042661718995077536, "loss_rpn_cls": 0.0009784878768783756, "loss_rpn_loc": 0.00238323208213842, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5365435054991394, "total_loss": 0.052964888792075726}
{"data_time": 0.0046327984891831875, "eta_seconds": 27004.152057071915, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36191860465116277, "fast_rcnn/fg_cls_accuracy": 0.6380813953488372, "iteration": 189839, "loss_box_reg": 0.006805207580327988, "loss_cls": 0.04187871376052499, "loss_rpn_cls": 0.0008455721364271085, "loss_rpn_loc": 0.0016512536931259092, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405127890408039, "total_loss": 0.05233485249436853}
{"data_time": 0.004445020575076342, "eta_seconds": 26990.482422812143, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 189859, "loss_box_reg": 0.007240781866130419, "loss_cls": 0.043111865408718586, "loss_rpn_cls": 0.0007842242921469733, "loss_rpn_loc": 0.002018464892898919, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391652474645525, "total_loss": 0.053625680458907254}
{"data_time": 0.0038864980451762676, "eta_seconds": 26976.859787436202, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19806201550387598, "fast_rcnn/fg_cls_accuracy": 0.8019379844961241, "iteration": 189879, "loss_box_reg": 0.006919616891536862, "loss_cls": 0.04381686600390822, "loss_rpn_cls": 0.00098652920087261, "loss_rpn_loc": 0.00224792024710041, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.535841156495735, "total_loss": 0.053890457945030334}
{"data_time": 0.004292224533855915, "eta_seconds": 26958.659069201443, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.26934889434889436, "fast_rcnn/fg_cls_accuracy": 0.7306511056511057, "iteration": 189899, "loss_box_reg": 0.006497374357422814, "loss_cls": 0.03916497062891722, "loss_rpn_cls": 0.0006859014255269358, "loss_rpn_loc": 0.00196782295461162, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5330213645938784, "total_loss": 0.04859263452203777}
{"data_time": 0.0042380280792713165, "eta_seconds": 26951.719888769323, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3572874493927125, "fast_rcnn/fg_cls_accuracy": 0.6427125506072875, "iteration": 189919, "loss_box_reg": 0.007896377559518442, "loss_cls": 0.04121993115404621, "loss_rpn_cls": 0.0009118319001686359, "loss_rpn_loc": 0.001710387199636898, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5409346125088632, "total_loss": 0.05211654898658935}
{"data_time": 0.00397781771607697, "eta_seconds": 26934.50391756557, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45818048422597213, "fast_rcnn/fg_cls_accuracy": 0.5418195157740279, "iteration": 189939, "loss_box_reg": 0.00750092972884886, "loss_cls": 0.04334752284921706, "loss_rpn_cls": 0.0005257533325675467, "loss_rpn_loc": 0.0026618851989042014, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5395722787361592, "total_loss": 0.05450169246097403}
{"data_time": 0.0037548006512224674, "eta_seconds": 26936.65325621632, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.25535846267553586, "fast_rcnn/fg_cls_accuracy": 0.7312382739212007, "iteration": 189959, "loss_box_reg": 0.006499687355244532, "loss_cls": 0.040748606086708605, "loss_rpn_cls": 0.001202122951212914, "loss_rpn_loc": 0.0017140844338427996, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5370494343806058, "total_loss": 0.052376248505964895}
{"data_time": 0.0039016054943203926, "eta_seconds": 26919.430134305032, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32105263157894737, "fast_rcnn/fg_cls_accuracy": 0.5704545454545455, "iteration": 189979, "loss_box_reg": 0.007575466675916687, "loss_cls": 0.042789559927769005, "loss_rpn_cls": 0.0005428602512438374, "loss_rpn_loc": 0.002108359709382057, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5356521515641361, "total_loss": 0.052462762391996876}
{"data_time": 0.004288771189749241, "eta_seconds": 26908.666882816935, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.425, "fast_rcnn/fg_cls_accuracy": 0.575, "iteration": 189999, "loss_box_reg": 0.007435245701344684, "loss_cls": 0.04394858924206346, "loss_rpn_cls": 0.0006218857127606725, "loss_rpn_loc": 0.002289053940330632, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5390900552738458, "total_loss": 0.05454219181274311}
{"data_time": 0.004165861755609512, "eta_seconds": 26910.625318232225, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.32129032258064516, "fast_rcnn/fg_cls_accuracy": 0.6787096774193548, "iteration": 190019, "loss_box_reg": 0.007678830006625503, "loss_cls": 0.042740762408357114, "loss_rpn_cls": 0.0007215902111283867, "loss_rpn_loc": 0.0019925134474760853, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408813846297562, "total_loss": 0.05176692258572757}
{"data_time": 0.0039921654388308525, "eta_seconds": 26887.14037984074, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.41238012205754143, "fast_rcnn/fg_cls_accuracy": 0.5876198779424586, "iteration": 190039, "loss_box_reg": 0.006919927793205716, "loss_cls": 0.040975822776090354, "loss_rpn_cls": 0.0010544045280767023, "loss_rpn_loc": 0.0017538608008180745, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5360447294078767, "total_loss": 0.050942170904249906}
{"data_time": 0.0042132241651415825, "eta_seconds": 26882.557952644536, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.326555023923445, "fast_rcnn/fg_cls_accuracy": 0.6277056277056277, "iteration": 190059, "loss_box_reg": 0.007423280971124768, "loss_cls": 0.042198344599455595, "loss_rpn_cls": 0.0007566986433857892, "loss_rpn_loc": 0.0021478013732121326, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5359670454636216, "total_loss": 0.05322452415975931}
{"data_time": 0.004418596858158708, "eta_seconds": 26871.792225905927, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.36406423034330015, "fast_rcnn/fg_cls_accuracy": 0.623015873015873, "iteration": 190079, "loss_box_reg": 0.007126113370759413, "loss_cls": 0.04218188373488374, "loss_rpn_cls": 0.0006270758769346685, "loss_rpn_loc": 0.001958466853466234, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5400455300696194, "total_loss": 0.05306978527625006}
{"data_time": 0.003908328944817185, "eta_seconds": 26865.29358417727, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.21071428571428572, "fast_rcnn/fg_cls_accuracy": 0.7105042016806723, "iteration": 190099, "loss_box_reg": 0.007527643087087199, "loss_cls": 0.04403102840296924, "loss_rpn_cls": 0.0007041230252866626, "loss_rpn_loc": 0.001870002924988512, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408976010512561, "total_loss": 0.05562285208191042}
{"data_time": 0.003956029191613197, "eta_seconds": 26862.65378092043, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.30517241379310345, "fast_rcnn/fg_cls_accuracy": 0.6948275862068966, "iteration": 190119, "loss_box_reg": 0.008057330851443112, "loss_cls": 0.042128479573875666, "loss_rpn_cls": 0.0006521668808545655, "loss_rpn_loc": 0.002341984858503565, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5386677295900881, "total_loss": 0.054566174999308714}
{"data_time": 0.004495376953855157, "eta_seconds": 26861.56062750984, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3680555555555556, "fast_rcnn/fg_cls_accuracy": 0.6319444444444444, "iteration": 190139, "loss_box_reg": 0.007045958278467879, "loss_cls": 0.0410143428016454, "loss_rpn_cls": 0.0006407358003954755, "loss_rpn_loc": 0.0015190699959930498, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392044354230165, "total_loss": 0.05087529902266397}
{"data_time": 0.0040078237652778625, "eta_seconds": 26847.305230107624, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36191860465116277, "fast_rcnn/fg_cls_accuracy": 0.6380813953488372, "iteration": 190159, "loss_box_reg": 0.006833866646047682, "loss_cls": 0.044247131096199155, "loss_rpn_cls": 0.0007694451511497391, "loss_rpn_loc": 0.0021615915011352627, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5409352160058916, "total_loss": 0.05444853312758369}
{"data_time": 0.004402239806950092, "eta_seconds": 26836.532049300615, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3875968992248062, "fast_rcnn/fg_cls_accuracy": 0.6124031007751938, "iteration": 190179, "loss_box_reg": 0.007092963336617686, "loss_cls": 0.045025915023870766, "loss_rpn_cls": 0.001230570082043414, "loss_rpn_loc": 0.0017682679972494952, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5493849669583142, "total_loss": 0.05515496328621339}
{"data_time": 0.0035779024474322796, "eta_seconds": 26830.88583641802, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3047619047619048, "fast_rcnn/fg_cls_accuracy": 0.6952380952380952, "iteration": 190199, "loss_box_reg": 0.006834599858848378, "loss_cls": 0.04121678334195167, "loss_rpn_cls": 0.0007145143349589489, "loss_rpn_loc": 0.002469769708113745, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5401799841783941, "total_loss": 0.05159071427425488}
{"data_time": 0.004655249882489443, "eta_seconds": 26821.254096348537, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19669117647058823, "fast_rcnn/fg_cls_accuracy": 0.7859477124183006, "iteration": 190219, "loss_box_reg": 0.0066844662360381335, "loss_cls": 0.04020347504410893, "loss_rpn_cls": 0.0008775407382017875, "loss_rpn_loc": 0.002193706401158124, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539210956543684, "total_loss": 0.050069514632014034}
{"data_time": 0.0043488729279488325, "eta_seconds": 26801.463060353883, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.7, "iteration": 190239, "loss_box_reg": 0.007048872881568968, "loss_cls": 0.04051309614442289, "loss_rpn_cls": 0.0011147189102302946, "loss_rpn_loc": 0.0024051710079220356, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5353860387112945, "total_loss": 0.050418119793562255}
{"data_time": 0.004203416407108307, "eta_seconds": 26791.141494417563, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 190259, "loss_box_reg": 0.0076333653123583645, "loss_cls": 0.0405631692847237, "loss_rpn_cls": 0.0008160496918208082, "loss_rpn_loc": 0.0019990509244962595, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373205912765115, "total_loss": 0.05219583241409964}
{"data_time": 0.0034446001518517733, "eta_seconds": 26787.280705956277, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.44420731707317074, "fast_rcnn/fg_cls_accuracy": 0.5553571428571429, "iteration": 190279, "loss_box_reg": 0.007258530269609764, "loss_cls": 0.044152788701467216, "loss_rpn_cls": 0.001184170711439947, "loss_rpn_loc": 0.0018665373117983108, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5433521487284452, "total_loss": 0.05408820468736053}
{"data_time": 0.004155006725341082, "eta_seconds": 26779.838322864147, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3940849342770475, "fast_rcnn/fg_cls_accuracy": 0.6059150657229525, "iteration": 190299, "loss_box_reg": 0.007463051850209013, "loss_cls": 0.041668013494927436, "loss_rpn_cls": 0.001443751403769511, "loss_rpn_loc": 0.0017858140126918443, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5393727303016931, "total_loss": 0.0548762934800493}
{"data_time": 0.003722508903592825, "eta_seconds": 26771.970705630723, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3431372549019608, "fast_rcnn/fg_cls_accuracy": 0.6568627450980392, "iteration": 190319, "loss_box_reg": 0.0076023880392313, "loss_cls": 0.043284399958793074, "loss_rpn_cls": 0.0010735101767522792, "loss_rpn_loc": 0.0017136512651632074, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423909004312009, "total_loss": 0.0534776008719291}
{"data_time": 0.004060435574501753, "eta_seconds": 26750.618081190856, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.40689655172413797, "fast_rcnn/fg_cls_accuracy": 0.593103448275862, "iteration": 190339, "loss_box_reg": 0.006534385436680168, "loss_cls": 0.04369780933484435, "loss_rpn_cls": 0.0006289150126121967, "loss_rpn_loc": 0.0018812365269695874, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5350129830185324, "total_loss": 0.05414064344745384}
{"data_time": 0.0035397461615502834, "eta_seconds": 26729.090087641496, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.5510835913312693, "iteration": 190359, "loss_box_reg": 0.007334128793445416, "loss_cls": 0.04317637684289366, "loss_rpn_cls": 0.0005969183926026744, "loss_rpn_loc": 0.0016707479171600426, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5333478341344744, "total_loss": 0.05370167496380418}
{"data_time": 0.0037670093588531017, "eta_seconds": 26730.778684268473, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.43680445151033387, "fast_rcnn/fg_cls_accuracy": 0.5631955484896661, "iteration": 190379, "loss_box_reg": 0.007054257031995803, "loss_cls": 0.04495401558233425, "loss_rpn_cls": 0.0008103570783077885, "loss_rpn_loc": 0.002402779551630374, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5405698954127729, "total_loss": 0.0539150630321501}
{"data_time": 0.004442679462954402, "eta_seconds": 26722.630484023597, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 190399, "loss_box_reg": 0.007019997196039185, "loss_cls": 0.040757163893431425, "loss_rpn_cls": 0.0008106000608449904, "loss_rpn_loc": 0.001855271912063472, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5376211595721543, "total_loss": 0.051481221906669816}
{"data_time": 0.004655437311157584, "eta_seconds": 26709.23072781111, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3944444444444445, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 190419, "loss_box_reg": 0.007348235943936743, "loss_cls": 0.04022829607129097, "loss_rpn_cls": 0.0007214508495962946, "loss_rpn_loc": 0.0019991494446003344, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537334447959438, "total_loss": 0.05073236155601535}
{"data_time": 0.003782526357099414, "eta_seconds": 26701.080410046037, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40037712130735387, "fast_rcnn/fg_cls_accuracy": 0.5996228786926461, "iteration": 190439, "loss_box_reg": 0.007258467259816825, "loss_cls": 0.0408090035780333, "loss_rpn_cls": 0.00045490237141621037, "loss_rpn_loc": 0.0016853835495567182, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5280381394550204, "total_loss": 0.05179916249448979}
{"data_time": 0.004289225675165653, "eta_seconds": 26696.5278623146, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.47478329393223007, "fast_rcnn/fg_cls_accuracy": 0.5252167060677699, "iteration": 190459, "loss_box_reg": 0.007230436196550727, "loss_cls": 0.043456326820887625, "loss_rpn_cls": 0.0008081125226908625, "loss_rpn_loc": 0.0017691560424282216, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423444190528244, "total_loss": 0.053191548499853525}
{"data_time": 0.0037001431919634342, "eta_seconds": 26687.559947758913, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5043128234617597, "fast_rcnn/fg_cls_accuracy": 0.49568717653824035, "iteration": 190479, "loss_box_reg": 0.007917193986941129, "loss_cls": 0.04622898588422686, "loss_rpn_cls": 0.0009540830856167304, "loss_rpn_loc": 0.001970516768778907, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5454036628361791, "total_loss": 0.056406799316505385}
{"data_time": 0.004484322387725115, "eta_seconds": 26679.741907825228, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.28648018648018647, "fast_rcnn/fg_cls_accuracy": 0.7135198135198135, "iteration": 190499, "loss_box_reg": 0.006879909502458759, "loss_cls": 0.04367620497941971, "loss_rpn_cls": 0.0007815886998514543, "loss_rpn_loc": 0.0018576479887997266, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5483597086276859, "total_loss": 0.05567483551590158}
{"data_time": 0.003988881595432758, "eta_seconds": 26668.962431892287, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4235588972431078, "fast_rcnn/fg_cls_accuracy": 0.5764411027568923, "iteration": 190519, "loss_box_reg": 0.006628834758885205, "loss_cls": 0.04522929270751774, "loss_rpn_cls": 0.0006658216336177247, "loss_rpn_loc": 0.0018756537010631291, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5428504713345319, "total_loss": 0.05377328619636046}
{"data_time": 0.003888704115524888, "eta_seconds": 26650.521786024095, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.29138513513513514, "fast_rcnn/fg_cls_accuracy": 0.7086148648648649, "iteration": 190539, "loss_box_reg": 0.007259959238581359, "loss_cls": 0.040381477214396, "loss_rpn_cls": 0.0013182202724237868, "loss_rpn_loc": 0.002216380638856208, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.529501487268135, "total_loss": 0.05142435289167224}
{"data_time": 0.004029817180708051, "eta_seconds": 26639.74540795409, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.28787878787878785, "fast_rcnn/fg_cls_accuracy": 0.7121212121212122, "iteration": 190559, "loss_box_reg": 0.007800615538144484, "loss_cls": 0.04150548909092322, "loss_rpn_cls": 0.0006379406185033076, "loss_rpn_loc": 0.002036379915807629, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5324295822065324, "total_loss": 0.05214454279177971}
{"data_time": 0.003713086014613509, "eta_seconds": 26622.066940576304, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2638888888888889, "fast_rcnn/fg_cls_accuracy": 0.7361111111111112, "iteration": 190579, "loss_box_reg": 0.007055647089146078, "loss_cls": 0.04072005092166364, "loss_rpn_cls": 0.00039125710600274033, "loss_rpn_loc": 0.0014830366017122287, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5308440639637411, "total_loss": 0.05089301798818724}
{"data_time": 0.004287323448807001, "eta_seconds": 26609.771114679286, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.47941176470588237, "fast_rcnn/fg_cls_accuracy": 0.5205882352941176, "iteration": 190599, "loss_box_reg": 0.007630577572854236, "loss_cls": 0.04134597780648619, "loss_rpn_cls": 0.0005928829431240956, "loss_rpn_loc": 0.0017788953919080086, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399323452729732, "total_loss": 0.053463628311533284}
{"data_time": 0.004552413709461689, "eta_seconds": 26600.519770797808, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4142156862745098, "fast_rcnn/fg_cls_accuracy": 0.5857843137254902, "iteration": 190619, "loss_box_reg": 0.006802945164963603, "loss_cls": 0.046173334994819015, "loss_rpn_cls": 0.0007051563576396802, "loss_rpn_loc": 0.0017214967010659166, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5399810136295855, "total_loss": 0.055985452509162315}
{"data_time": 0.0044902239460498095, "eta_seconds": 26588.22517745965, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.364766081871345, "fast_rcnn/fg_cls_accuracy": 0.6157894736842104, "iteration": 190639, "loss_box_reg": 0.007215051271487027, "loss_cls": 0.04220126010477543, "loss_rpn_cls": 0.0007896831171763097, "loss_rpn_loc": 0.0018760513594315853, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5381060084328055, "total_loss": 0.05134182914048324}
{"data_time": 0.0042703598737716675, "eta_seconds": 26564.46096352511, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3146223146223146, "fast_rcnn/fg_cls_accuracy": 0.599924585218703, "iteration": 190659, "loss_box_reg": 0.006822088180342689, "loss_cls": 0.04031535581452772, "loss_rpn_cls": 0.0009698856053432792, "loss_rpn_loc": 0.001612066673260415, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.537506197579205, "total_loss": 0.05120667885421426}
{"data_time": 0.0037690482567995787, "eta_seconds": 26555.60213011154, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4230263157894737, "fast_rcnn/fg_cls_accuracy": 0.5769736842105263, "iteration": 190679, "loss_box_reg": 0.007172725221607834, "loss_cls": 0.04252380004618317, "loss_rpn_cls": 0.0009839179319897084, "loss_rpn_loc": 0.0019435767717368435, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5379352348390967, "total_loss": 0.053355510597668854}
{"data_time": 0.0042155233677476645, "eta_seconds": 26542.925558110932, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3978246539222149, "fast_rcnn/fg_cls_accuracy": 0.6016451233842539, "iteration": 190699, "loss_box_reg": 0.006917787060956471, "loss_cls": 0.04152798152063042, "loss_rpn_cls": 0.0005186999654824831, "loss_rpn_loc": 0.0021423466751002707, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5390258205588907, "total_loss": 0.05104212005741715}
{"data_time": 0.004365856060758233, "eta_seconds": 26532.157855403842, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4928571428571429, "fast_rcnn/fg_cls_accuracy": 0.5071428571428571, "iteration": 190719, "loss_box_reg": 0.006841493581305258, "loss_cls": 0.04227855312637985, "loss_rpn_cls": 0.0010365169905526272, "loss_rpn_loc": 0.0023854495830164524, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345578633714467, "total_loss": 0.05273750166725222}
{"data_time": 0.0037149579729884863, "eta_seconds": 26520.429171655094, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.11555555555555555, "fast_rcnn/fg_cls_accuracy": 0.8644444444444443, "iteration": 190739, "loss_box_reg": 0.00717832738882862, "loss_cls": 0.039425610477337614, "loss_rpn_cls": 0.0006869926760373346, "loss_rpn_loc": 0.00218288648284215, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5383475525304675, "total_loss": 0.05249614850777107}
{"data_time": 0.0043676120694726706, "eta_seconds": 26510.622449989663, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3530950305143854, "fast_rcnn/fg_cls_accuracy": 0.6469049694856146, "iteration": 190759, "loss_box_reg": 0.007298408396309242, "loss_cls": 0.043911324231885374, "loss_rpn_cls": 0.0010107198409059492, "loss_rpn_loc": 0.002014731942836079, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5460549660492688, "total_loss": 0.05530808184232683}
{"data_time": 0.004423490958288312, "eta_seconds": 26494.9917900546, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.7222222222222222, "iteration": 190779, "loss_box_reg": 0.008210422078263946, "loss_cls": 0.04240957414731383, "loss_rpn_cls": 0.0010240894965249936, "loss_rpn_loc": 0.00198682128211658, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5305164961609989, "total_loss": 0.054966756066164635}
{"data_time": 0.004133670590817928, "eta_seconds": 26473.42108632438, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.31875, "fast_rcnn/fg_cls_accuracy": 0.68125, "iteration": 190799, "loss_box_reg": 0.006776494672521949, "loss_cls": 0.04112771578365937, "loss_rpn_cls": 0.0006605526018574892, "loss_rpn_loc": 0.0018219119592686184, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387449059635401, "total_loss": 0.050992228015502405}
{"data_time": 0.004520139191299677, "eta_seconds": 26479.442142914748, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4264069264069264, "fast_rcnn/fg_cls_accuracy": 0.5669642857142857, "iteration": 190819, "loss_box_reg": 0.006764852267224342, "loss_cls": 0.041531718452461064, "loss_rpn_cls": 0.0015334350532612007, "loss_rpn_loc": 0.001658768826018786, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427068790886551, "total_loss": 0.051942499736696846}
{"data_time": 0.00406948197633028, "eta_seconds": 26469.193857987877, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.1615581098339719, "fast_rcnn/fg_cls_accuracy": 0.8074074074074074, "iteration": 190839, "loss_box_reg": 0.006765251629985869, "loss_cls": 0.04249908693600446, "loss_rpn_cls": 0.0007831714964368075, "loss_rpn_loc": 0.0019987905616289936, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413075275719166, "total_loss": 0.05307872788396395}
{"data_time": 0.003953017760068178, "eta_seconds": 26449.67884888826, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.27997364953886694, "fast_rcnn/fg_cls_accuracy": 0.6669960474308301, "iteration": 190859, "loss_box_reg": 0.007184593705460429, "loss_cls": 0.04209487434127368, "loss_rpn_cls": 0.0006205585958696247, "loss_rpn_loc": 0.002304952202393906, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5326153296045959, "total_loss": 0.05231495054573543}
{"data_time": 0.0038306021597236395, "eta_seconds": 26445.05798381823, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4128787878787879, "fast_rcnn/fg_cls_accuracy": 0.5871212121212122, "iteration": 190879, "loss_box_reg": 0.007584933977341279, "loss_cls": 0.043138589593581855, "loss_rpn_cls": 0.0006755374678846238, "loss_rpn_loc": 0.0019845981478283647, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.535394357284531, "total_loss": 0.05378551293131295}
{"data_time": 0.004536993568763137, "eta_seconds": 26434.290671270108, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40977742448330684, "fast_rcnn/fg_cls_accuracy": 0.5902225755166932, "iteration": 190899, "loss_box_reg": 0.007331934524700046, "loss_cls": 0.042156441137194633, "loss_rpn_cls": 0.0008252527123318032, "loss_rpn_loc": 0.002297763678143383, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537086357595399, "total_loss": 0.052091330955676085}
{"data_time": 0.003940287046134472, "eta_seconds": 26420.94004432275, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3894817073170732, "fast_rcnn/fg_cls_accuracy": 0.6105182926829269, "iteration": 190919, "loss_box_reg": 0.007614467031089589, "loss_cls": 0.04028615786228329, "loss_rpn_cls": 0.0004505971012349619, "loss_rpn_loc": 0.002275965471199015, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383884448092431, "total_loss": 0.05145362144696719}
{"data_time": 0.004329815041273832, "eta_seconds": 26409.68052059901, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 190939, "loss_box_reg": 0.007076006004353985, "loss_cls": 0.041425998497288674, "loss_rpn_cls": 0.001124889630546022, "loss_rpn_loc": 0.002009834748605499, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5380592353176326, "total_loss": 0.05313492258301267}
{"data_time": 0.00400777324102819, "eta_seconds": 26393.174908379093, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.20606060606060606, "fast_rcnn/fg_cls_accuracy": 0.7909982174688057, "iteration": 190959, "loss_box_reg": 0.0072920295933727175, "loss_cls": 0.04335284442640841, "loss_rpn_cls": 0.0004258103211896014, "loss_rpn_loc": 0.0017502281498309458, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5352066985797137, "total_loss": 0.05550010286404472}
{"data_time": 0.0042925444431602955, "eta_seconds": 26390.728559391806, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4198717948717949, "fast_rcnn/fg_cls_accuracy": 0.5801282051282051, "iteration": 190979, "loss_box_reg": 0.007151688711019233, "loss_cls": 0.042890096781775355, "loss_rpn_cls": 0.0007089223026071068, "loss_rpn_loc": 0.0016638445522403345, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5411153906024992, "total_loss": 0.054697207420588256}
{"data_time": 0.003996686777099967, "eta_seconds": 26379.96144792554, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3587912087912088, "fast_rcnn/fg_cls_accuracy": 0.6165158371040724, "iteration": 190999, "loss_box_reg": 0.0073064472526311874, "loss_cls": 0.041703043039888144, "loss_rpn_cls": 0.0010753340816336276, "loss_rpn_loc": 0.0018821326939360006, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5383573796134442, "total_loss": 0.05291105032983978}
{"data_time": 0.004709801869466901, "eta_seconds": 26363.947684434475, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5827922077922079, "fast_rcnn/fg_cls_accuracy": 0.41720779220779225, "iteration": 191019, "loss_box_reg": 0.007426476979162544, "loss_cls": 0.0409344153595157, "loss_rpn_cls": 0.0010235267268399184, "loss_rpn_loc": 0.0019856583876389777, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5304163345135748, "total_loss": 0.05494560000943238}
{"data_time": 0.004747902741655707, "eta_seconds": 26358.427224993007, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.28409090909090906, "fast_rcnn/fg_cls_accuracy": 0.7159090909090908, "iteration": 191039, "loss_box_reg": 0.007263708583195694, "loss_cls": 0.04194711986929178, "loss_rpn_cls": 0.0006780267067370005, "loss_rpn_loc": 0.001867764447524678, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373088053893298, "total_loss": 0.05292981395655261}
{"data_time": 0.004187600454315543, "eta_seconds": 26345.08416784485, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38400900900900903, "fast_rcnn/fg_cls_accuracy": 0.6033940917661849, "iteration": 191059, "loss_box_reg": 0.006974299612920731, "loss_cls": 0.04218382411636412, "loss_rpn_cls": 0.0006602553011987311, "loss_rpn_loc": 0.002243063525384059, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5346495620906353, "total_loss": 0.052409399877092255}
{"data_time": 0.004345894092693925, "eta_seconds": 26339.97340832418, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30892857142857144, "fast_rcnn/fg_cls_accuracy": 0.6910714285714286, "iteration": 191079, "loss_box_reg": 0.0066609249042812735, "loss_cls": 0.04493203241145238, "loss_rpn_cls": 0.0006902429630599727, "loss_rpn_loc": 0.0020699368251371197, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5417555216699839, "total_loss": 0.053107221148138706}
{"data_time": 0.0046312829945236444, "eta_seconds": 26323.55205026013, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.33249641319942613, "fast_rcnn/fg_cls_accuracy": 0.6417682926829269, "iteration": 191099, "loss_box_reg": 0.006680956721538678, "loss_cls": 0.039944210671819746, "loss_rpn_cls": 0.0006973389896529625, "loss_rpn_loc": 0.0016162865977094043, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5370808676816523, "total_loss": 0.0500389137170032}
{"data_time": 0.004062743624672294, "eta_seconds": 26312.78599146777, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.471875, "fast_rcnn/fg_cls_accuracy": 0.528125, "iteration": 191119, "loss_box_reg": 0.007825879525626078, "loss_cls": 0.04502601455897093, "loss_rpn_cls": 0.0008594661275083126, "loss_rpn_loc": 0.0016935121493588667, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400803075172007, "total_loss": 0.05593980308344726}
{"data_time": 0.004632729571312666, "eta_seconds": 26305.70716311573, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.39592933947772657, "fast_rcnn/fg_cls_accuracy": 0.6040706605222734, "iteration": 191139, "loss_box_reg": 0.006845351424999535, "loss_cls": 0.04231340577825904, "loss_rpn_cls": 0.0006662849378926694, "loss_rpn_loc": 0.0022940741200727643, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404291385784745, "total_loss": 0.052793268554751194}
{"data_time": 0.004010415636003017, "eta_seconds": 26291.253873883048, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4743421052631579, "fast_rcnn/fg_cls_accuracy": 0.5256578947368421, "iteration": 191159, "loss_box_reg": 0.0063840145885478705, "loss_cls": 0.04219422396272421, "loss_rpn_cls": 0.000786388846393038, "loss_rpn_loc": 0.0018140422616852447, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5386198717169464, "total_loss": 0.05473985535002157}
{"data_time": 0.004374188603833318, "eta_seconds": 26266.209013150306, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3405797101449275, "fast_rcnn/fg_cls_accuracy": 0.6594202898550725, "iteration": 191179, "loss_box_reg": 0.0074415400449652225, "loss_cls": 0.03865465545095503, "loss_rpn_cls": 0.0006986437767864118, "loss_rpn_loc": 0.00202502378851932, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5314044484402984, "total_loss": 0.04971095325271335}
{"data_time": 0.004263679962605238, "eta_seconds": 26255.448803808773, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 191199, "loss_box_reg": 0.006818978697992861, "loss_cls": 0.041315314592793584, "loss_rpn_cls": 0.0014380141940932845, "loss_rpn_loc": 0.001881160149423522, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5392847172915936, "total_loss": 0.052488453564365045}
{"data_time": 0.004131884779781103, "eta_seconds": 26244.68859446724, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3930313588850174, "fast_rcnn/fg_cls_accuracy": 0.6069686411149826, "iteration": 191219, "loss_box_reg": 0.006618288578465581, "loss_cls": 0.043233840784523636, "loss_rpn_cls": 0.0010006147254557618, "loss_rpn_loc": 0.002558464682806516, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5399689180776477, "total_loss": 0.05403760962065007}
{"data_time": 0.004433542024344206, "eta_seconds": 26245.53302384005, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3211805555555556, "fast_rcnn/fg_cls_accuracy": 0.6788194444444444, "iteration": 191239, "loss_box_reg": 0.00745519925840199, "loss_cls": 0.039828144683269784, "loss_rpn_cls": 0.00111890934283565, "loss_rpn_loc": 0.0018056970857287524, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396477703470737, "total_loss": 0.05202220967805715}
{"data_time": 0.004386782646179199, "eta_seconds": 26240.067359555047, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38615888615888616, "fast_rcnn/fg_cls_accuracy": 0.6138411138411138, "iteration": 191259, "loss_box_reg": 0.0074561180372256786, "loss_cls": 0.04200615570880473, "loss_rpn_cls": 0.0006747135137175064, "loss_rpn_loc": 0.0015959600805217633, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5430007325485349, "total_loss": 0.05332394964477771}
{"data_time": 0.004103298531845212, "eta_seconds": 26224.003085550154, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3527777777777778, "fast_rcnn/fg_cls_accuracy": 0.6472222222222221, "iteration": 191279, "loss_box_reg": 0.006853540777228773, "loss_cls": 0.03855275516980328, "loss_rpn_cls": 0.0006194080843897609, "loss_rpn_loc": 0.0015852847154746996, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5373367434367537, "total_loss": 0.04893743442954701}
{"data_time": 0.00349622149951756, "eta_seconds": 26204.38772230409, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2532051282051282, "fast_rcnn/fg_cls_accuracy": 0.7072829131652661, "iteration": 191299, "loss_box_reg": 0.006995252158958465, "loss_cls": 0.041296342911664397, "loss_rpn_cls": 0.0007583790743410646, "loss_rpn_loc": 0.0021381659498729277, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5349067531060427, "total_loss": 0.053608483561561115}
{"data_time": 0.004113605944439769, "eta_seconds": 26193.62638774328, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45789779326364694, "fast_rcnn/fg_cls_accuracy": 0.5421022067363531, "iteration": 191319, "loss_box_reg": 0.007092423606081866, "loss_cls": 0.04376809613313526, "loss_rpn_cls": 0.0006990724461672926, "loss_rpn_loc": 0.002465479514285107, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.542234652210027, "total_loss": 0.05440668605069732}
{"data_time": 0.003721703076735139, "eta_seconds": 26198.951890471624, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2601503759398496, "fast_rcnn/fg_cls_accuracy": 0.7398496240601504, "iteration": 191339, "loss_box_reg": 0.007124636060325429, "loss_cls": 0.0440903278067708, "loss_rpn_cls": 0.0012162340236159253, "loss_rpn_loc": 0.0017612270276003983, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5391387033741921, "total_loss": 0.05520606708927289}
{"data_time": 0.004754889057949185, "eta_seconds": 26189.846516343998, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.40064102564102566, "fast_rcnn/fg_cls_accuracy": 0.5993589743589745, "iteration": 191359, "loss_box_reg": 0.007460139924660325, "loss_cls": 0.04502123023848981, "loss_rpn_cls": 0.0007419580260830116, "loss_rpn_loc": 0.0018723725606832886, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.538504458963871, "total_loss": 0.056535125767140926}
{"data_time": 0.004248845856636763, "eta_seconds": 26178.72520880378, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.31456043956043955, "fast_rcnn/fg_cls_accuracy": 0.6854395604395604, "iteration": 191379, "loss_box_reg": 0.00686786271398887, "loss_cls": 0.040446873230393976, "loss_rpn_cls": 0.0007728009018137527, "loss_rpn_loc": 0.0025426977990719024, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5365988451521844, "total_loss": 0.051034944669481774}
{"data_time": 0.004022629931569099, "eta_seconds": 26168.309256405802, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46338383838383834, "fast_rcnn/fg_cls_accuracy": 0.5189909297052154, "iteration": 191399, "loss_box_reg": 0.007323928934056312, "loss_cls": 0.04222896869760007, "loss_rpn_cls": 0.0004554795560807179, "loss_rpn_loc": 0.002112318858053186, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5419390574097633, "total_loss": 0.05302068168879259}
{"data_time": 0.0038322045002132654, "eta_seconds": 26157.540626436705, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3724137931034483, "fast_rcnn/fg_cls_accuracy": 0.6103448275862069, "iteration": 191419, "loss_box_reg": 0.007291996676940471, "loss_cls": 0.04228273034095764, "loss_rpn_cls": 0.000583689403470089, "loss_rpn_loc": 0.0017206147749675438, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5377111111301929, "total_loss": 0.05366144285824248}
{"data_time": 0.004304272588342428, "eta_seconds": 26148.11976386234, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2967032967032967, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 191439, "loss_box_reg": 0.007040761032840237, "loss_cls": 0.041602079989388585, "loss_rpn_cls": 0.0005449548578440044, "loss_rpn_loc": 0.0015604598447680473, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404752439353615, "total_loss": 0.052229390152319866}
{"data_time": 0.003719220869243145, "eta_seconds": 26135.651269215858, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3926282051282051, "fast_rcnn/fg_cls_accuracy": 0.6073717948717949, "iteration": 191459, "loss_box_reg": 0.007909764186479151, "loss_cls": 0.04105400596745312, "loss_rpn_cls": 0.000691269726758037, "loss_rpn_loc": 0.002018296276219189, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386258820071816, "total_loss": 0.05276740448096007}
{"data_time": 0.003911922685801983, "eta_seconds": 26118.996933205286, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45314637482900133, "fast_rcnn/fg_cls_accuracy": 0.5468536251709986, "iteration": 191479, "loss_box_reg": 0.00720453544636257, "loss_cls": 0.03999657987151295, "loss_rpn_cls": 0.0011612711951443089, "loss_rpn_loc": 0.002070708223982365, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5339937969110906, "total_loss": 0.05202270240746998}
{"data_time": 0.004453741479665041, "eta_seconds": 26110.86163611291, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2071078431372549, "fast_rcnn/fg_cls_accuracy": 0.7791666666666667, "iteration": 191499, "loss_box_reg": 0.007095645880326629, "loss_cls": 0.04122968384763226, "loss_rpn_cls": 0.0009207734644860466, "loss_rpn_loc": 0.002231959420896601, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.539726841961965, "total_loss": 0.05223993131971838}
{"data_time": 0.003815963165834546, "eta_seconds": 26102.04037323431, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.278125, "fast_rcnn/fg_cls_accuracy": 0.721875, "iteration": 191519, "loss_box_reg": 0.007164510840084404, "loss_cls": 0.04328091465868056, "loss_rpn_cls": 0.0005158633227893006, "loss_rpn_loc": 0.002078471285130945, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5408483939245343, "total_loss": 0.05623857812747701}
{"data_time": 0.0037379476707428694, "eta_seconds": 26100.58250464499, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16228893058161353, "fast_rcnn/fg_cls_accuracy": 0.827677624602333, "iteration": 191539, "loss_box_reg": 0.0070496826083399355, "loss_cls": 0.040426286577712744, "loss_rpn_cls": 0.0007441049754675078, "loss_rpn_loc": 0.0020558045343932463, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415588631294668, "total_loss": 0.04948395555288698}
{"data_time": 0.004327856237068772, "eta_seconds": 26094.508243012475, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 191559, "loss_box_reg": 0.007204779685707763, "loss_cls": 0.04350032261572778, "loss_rpn_cls": 0.0007676891516439355, "loss_rpn_loc": 0.002297422539413674, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5451476799789816, "total_loss": 0.055404478853120054}
{"data_time": 0.004205487435683608, "eta_seconds": 26084.64608800551, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4305807622504537, "fast_rcnn/fg_cls_accuracy": 0.5477443609022556, "iteration": 191579, "loss_box_reg": 0.006775878486223519, "loss_cls": 0.038490968639962375, "loss_rpn_cls": 0.001020856024808836, "loss_rpn_loc": 0.0017818000615079654, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.533337160712108, "total_loss": 0.049366839250978956}
{"data_time": 0.004050755174830556, "eta_seconds": 26072.960786731215, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.41885964912280704, "fast_rcnn/fg_cls_accuracy": 0.5811403508771931, "iteration": 191599, "loss_box_reg": 0.007012593152467161, "loss_cls": 0.0438335522194393, "loss_rpn_cls": 0.0006358092293794471, "loss_rpn_loc": 0.002565535771282157, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357977079693228, "total_loss": 0.055105835389667845}
{"data_time": 0.003699875669553876, "eta_seconds": 26060.118566409918, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2595588235294118, "fast_rcnn/fg_cls_accuracy": 0.7404411764705883, "iteration": 191619, "loss_box_reg": 0.007336551585467532, "loss_cls": 0.0400619106949307, "loss_rpn_cls": 0.0009546592328888437, "loss_rpn_loc": 0.0024945450240920763, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5338250657077879, "total_loss": 0.05200159124592574}
{"data_time": 0.0038887360133230686, "eta_seconds": 26046.723561361432, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1692890442890443, "fast_rcnn/fg_cls_accuracy": 0.7863082039911309, "iteration": 191639, "loss_box_reg": 0.00724137993529439, "loss_cls": 0.0438876993721351, "loss_rpn_cls": 0.0009805223930925422, "loss_rpn_loc": 0.0019509330813889392, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5345897115767002, "total_loss": 0.0541495806352259}
{"data_time": 0.004380127647891641, "eta_seconds": 26035.95177270472, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6334494773519164, "iteration": 191659, "loss_box_reg": 0.00788495983579196, "loss_cls": 0.04414248396642506, "loss_rpn_cls": 0.0007690934488664425, "loss_rpn_loc": 0.0024665968558110762, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351637625135481, "total_loss": 0.05669079387087095}
{"data_time": 0.004239950329065323, "eta_seconds": 26030.775564703625, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.416988416988417, "fast_rcnn/fg_cls_accuracy": 0.583011583011583, "iteration": 191679, "loss_box_reg": 0.0073553491092752665, "loss_cls": 0.04316023050341755, "loss_rpn_cls": 0.0006137597658835148, "loss_rpn_loc": 0.0018369444533163914, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5435838655102998, "total_loss": 0.05411547720041199}
{"data_time": 0.0037699395325034857, "eta_seconds": 26022.30014406587, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3988666085440279, "fast_rcnn/fg_cls_accuracy": 0.5681003584229392, "iteration": 191699, "loss_box_reg": 0.007516133424360305, "loss_cls": 0.040935518220067024, "loss_rpn_cls": 0.0009219096182278008, "loss_rpn_loc": 0.0018331351420783903, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.544448075350374, "total_loss": 0.05129672737052715}
{"data_time": 0.0037813703529536724, "eta_seconds": 26018.61192677822, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.32147742818057456, "fast_rcnn/fg_cls_accuracy": 0.6785225718194254, "iteration": 191719, "loss_box_reg": 0.007041250210022554, "loss_cls": 0.04144088798784651, "loss_rpn_cls": 0.0007823927798540353, "loss_rpn_loc": 0.0021045808443886926, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5486797774210572, "total_loss": 0.05385467472274286}
{"data_time": 0.004024724708870053, "eta_seconds": 26007.833934637718, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.28536184210526316, "fast_rcnn/fg_cls_accuracy": 0.7146381578947368, "iteration": 191739, "loss_box_reg": 0.007137472581234761, "loss_cls": 0.041179635998560116, "loss_rpn_cls": 0.0009175763686926075, "loss_rpn_loc": 0.0020279027958167717, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391037515364587, "total_loss": 0.051496750656724544}
{"data_time": 0.004241935443133116, "eta_seconds": 25986.770961606177, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4374508261211644, "fast_rcnn/fg_cls_accuracy": 0.5625491738788355, "iteration": 191759, "loss_box_reg": 0.007061949640046805, "loss_cls": 0.04358313957345672, "loss_rpn_cls": 0.0007683637210220695, "loss_rpn_loc": 0.0017913937699631788, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371346196625382, "total_loss": 0.05571063012223476}
{"data_time": 0.003952845698222518, "eta_seconds": 25976.90504140174, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41233766233766234, "fast_rcnn/fg_cls_accuracy": 0.5876623376623377, "iteration": 191779, "loss_box_reg": 0.007484080706490204, "loss_cls": 0.04197954147821292, "loss_rpn_cls": 0.0008712937493555728, "loss_rpn_loc": 0.0017494097519374918, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5364748095162213, "total_loss": 0.05394961480709526}
{"data_time": 0.004087134962901473, "eta_seconds": 25972.044812402688, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3746031746031746, "fast_rcnn/fg_cls_accuracy": 0.6253968253968254, "iteration": 191799, "loss_box_reg": 0.007152730249799788, "loss_cls": 0.04164503241190687, "loss_rpn_cls": 0.0005300356237398773, "loss_rpn_loc": 0.0021405772349680774, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5457292241044343, "total_loss": 0.05074356589653917}
{"data_time": 0.0041838528122752905, "eta_seconds": 25955.356832080986, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3262411347517731, "fast_rcnn/fg_cls_accuracy": 0.6737588652482269, "iteration": 191819, "loss_box_reg": 0.0071175601333379745, "loss_cls": 0.04343158658593893, "loss_rpn_cls": 0.00041778861896091257, "loss_rpn_loc": 0.002423428730253363, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5342340720817447, "total_loss": 0.05513724271150977}
{"data_time": 0.003635595552623272, "eta_seconds": 25946.874748728937, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.26136363636363635, "fast_rcnn/fg_cls_accuracy": 0.7088744588744589, "iteration": 191839, "loss_box_reg": 0.00661219671019353, "loss_cls": 0.039399891888024285, "loss_rpn_cls": 0.0009936105984138521, "loss_rpn_loc": 0.0018847945757443085, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414439898449928, "total_loss": 0.04920158303048083}
{"data_time": 0.0041015977039933205, "eta_seconds": 25947.815115178702, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.33357041251778097, "fast_rcnn/fg_cls_accuracy": 0.666429587482219, "iteration": 191859, "loss_box_reg": 0.007427069387631491, "loss_cls": 0.040787468082271516, "loss_rpn_cls": 0.0009392810355848269, "loss_rpn_loc": 0.002150415666619665, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5389694310724735, "total_loss": 0.05181509029796416}
{"data_time": 0.004080011509358883, "eta_seconds": 25928.938578403555, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4557432432432432, "fast_rcnn/fg_cls_accuracy": 0.5442567567567567, "iteration": 191879, "loss_box_reg": 0.0064553235861239955, "loss_cls": 0.04022854333743453, "loss_rpn_cls": 0.0011369295753524966, "loss_rpn_loc": 0.002282159022797714, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5325378065463156, "total_loss": 0.05074312392139291}
{"data_time": 0.0037193484604358673, "eta_seconds": 25921.609997513704, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4305807622504537, "fast_rcnn/fg_cls_accuracy": 0.5694192377495463, "iteration": 191899, "loss_box_reg": 0.007150264151277952, "loss_cls": 0.04273691470734775, "loss_rpn_cls": 0.0005708771611807606, "loss_rpn_loc": 0.0016047821791289607, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401283060200512, "total_loss": 0.051365284743496886}
{"data_time": 0.0043146859388798475, "eta_seconds": 25903.774522822117, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2549019607843137, "fast_rcnn/fg_cls_accuracy": 0.7450980392156863, "iteration": 191919, "loss_box_reg": 0.006390277383616194, "loss_cls": 0.04339312296360731, "loss_rpn_cls": 0.0007676655793602549, "loss_rpn_loc": 0.0020604579494829522, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.528953252825886, "total_loss": 0.053273701627176706}
{"data_time": 0.004255146021023393, "eta_seconds": 25890.712204118725, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2361111111111111, "fast_rcnn/fg_cls_accuracy": 0.7638888888888888, "iteration": 191939, "loss_box_reg": 0.008724224840989336, "loss_cls": 0.04296514322049916, "loss_rpn_cls": 0.0006594004871374182, "loss_rpn_loc": 0.0018733318902377505, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5309006806928664, "total_loss": 0.05467410308040144}
{"data_time": 0.004117910051718354, "eta_seconds": 25882.224409868708, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.44281045751633985, "fast_rcnn/fg_cls_accuracy": 0.5571895424836601, "iteration": 191959, "loss_box_reg": 0.007257716730237007, "loss_cls": 0.043151630787178874, "loss_rpn_cls": 0.0008302059081302104, "loss_rpn_loc": 0.0021011425960750785, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5394355156458914, "total_loss": 0.052915750151896646}
{"data_time": 0.003957552835345268, "eta_seconds": 25869.16399479797, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38446969696969696, "fast_rcnn/fg_cls_accuracy": 0.5808080808080809, "iteration": 191979, "loss_box_reg": 0.006712863279972225, "loss_cls": 0.04158437199657783, "loss_rpn_cls": 0.000675504907121649, "loss_rpn_loc": 0.0023509537986683426, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389633260201663, "total_loss": 0.05104639751994}
{"data_time": 0.004249167628586292, "eta_seconds": 25867.720036811195, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37349778621125873, "fast_rcnn/fg_cls_accuracy": 0.6265022137887413, "iteration": 191999, "loss_box_reg": 0.0068597072531702, "loss_cls": 0.04249180725309998, "loss_rpn_cls": 0.0010357646802958698, "loss_rpn_loc": 0.0018295732443220913, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5454484419897199, "total_loss": 0.05421639180570992}
{"data_time": 0.004005072638392448, "eta_seconds": 25856.942044670694, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.16904761904761906, "fast_rcnn/fg_cls_accuracy": 0.6936974789915966, "iteration": 192019, "loss_box_reg": 0.007403380921459757, "loss_cls": 0.04241034993901849, "loss_rpn_cls": 0.0009321588575801343, "loss_rpn_loc": 0.001688969070528401, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.533648950047791, "total_loss": 0.05355192359922967}
{"data_time": 0.004302984336391091, "eta_seconds": 25846.164052530192, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.49193548387096775, "fast_rcnn/fg_cls_accuracy": 0.5080645161290323, "iteration": 192039, "loss_box_reg": 0.006955912569537759, "loss_cls": 0.04271834890823811, "loss_rpn_cls": 0.0010840209691878044, "loss_rpn_loc": 0.002093424125632737, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5355352247133851, "total_loss": 0.05449187222689034}
{"data_time": 0.004751997767016292, "eta_seconds": 25838.537967946148, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.32750759878419455, "fast_rcnn/fg_cls_accuracy": 0.5451127819548872, "iteration": 192059, "loss_box_reg": 0.007198404840892181, "loss_cls": 0.042000837333034724, "loss_rpn_cls": 0.0007482239842602212, "loss_rpn_loc": 0.001755012261128286, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366157474927604, "total_loss": 0.05281555515202285}
{"data_time": 0.0042199259623885155, "eta_seconds": 25819.30542138708, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.22772772772772773, "fast_rcnn/fg_cls_accuracy": 0.6946520989074181, "iteration": 192079, "loss_box_reg": 0.007289688699529506, "loss_cls": 0.04149082364165224, "loss_rpn_cls": 0.0006647045951240216, "loss_rpn_loc": 0.0016863652235770132, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5397377468179911, "total_loss": 0.05212416609617776}
{"data_time": 0.0035304452758282423, "eta_seconds": 25811.056614972185, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4689024390243902, "fast_rcnn/fg_cls_accuracy": 0.5310975609756098, "iteration": 192099, "loss_box_reg": 0.006885025286464952, "loss_cls": 0.04126087712938897, "loss_rpn_cls": 0.00047978906616208405, "loss_rpn_loc": 0.0018397566782368813, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5371731126215309, "total_loss": 0.052186553887850096}
{"data_time": 0.004626626847311854, "eta_seconds": 25800.27978082886, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19729206963249518, "fast_rcnn/fg_cls_accuracy": 0.8027079303675049, "iteration": 192119, "loss_box_reg": 0.006642511521931738, "loss_cls": 0.042315478320233524, "loss_rpn_cls": 0.0006998411420227058, "loss_rpn_loc": 0.0021339632166927913, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403599534183741, "total_loss": 0.052995572468717}
{"data_time": 0.004073853604495525, "eta_seconds": 25789.502946685534, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18139097744360902, "fast_rcnn/fg_cls_accuracy": 0.8186090225563909, "iteration": 192139, "loss_box_reg": 0.007492740929592401, "loss_cls": 0.042224997538141906, "loss_rpn_cls": 0.0003856049792148042, "loss_rpn_loc": 0.001512184937382699, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5425234893336892, "total_loss": 0.051889588840111855}
{"data_time": 0.004000433022156358, "eta_seconds": 25779.12617550837, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.45, "fast_rcnn/fg_cls_accuracy": 0.540625, "iteration": 192159, "loss_box_reg": 0.007047563209198415, "loss_cls": 0.043594731483608484, "loss_rpn_cls": 0.0005163195340855964, "loss_rpn_loc": 0.0021510568167286692, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387649044860154, "total_loss": 0.0527517352400082}
{"data_time": 0.004126491490751505, "eta_seconds": 25775.51214641356, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34022556390977443, "fast_rcnn/fg_cls_accuracy": 0.6276315789473684, "iteration": 192179, "loss_box_reg": 0.007079118600813672, "loss_cls": 0.042892030789516866, "loss_rpn_cls": 0.0010448176600448278, "loss_rpn_loc": 0.0021311618584149983, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5429779284168035, "total_loss": 0.05356138966328672}
{"data_time": 0.00407002167776227, "eta_seconds": 25760.339843878523, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26627906976744187, "fast_rcnn/fg_cls_accuracy": 0.7337209302325581, "iteration": 192199, "loss_box_reg": 0.007009411056060344, "loss_cls": 0.04144169017672539, "loss_rpn_cls": 0.0009068789727280091, "loss_rpn_loc": 0.002535530318709789, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5346462551970035, "total_loss": 0.053804052305508776}
{"data_time": 0.003927764715626836, "eta_seconds": 25746.795171337668, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3245007680491552, "fast_rcnn/fg_cls_accuracy": 0.5907653383934219, "iteration": 192219, "loss_box_reg": 0.007629263593116775, "loss_cls": 0.040877581923268735, "loss_rpn_cls": 0.0007416933201511711, "loss_rpn_loc": 0.0016237965428445023, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5389705100096762, "total_loss": 0.052085985494500164}
{"data_time": 0.004330452531576157, "eta_seconds": 25731.19197032973, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3558823529411764, "fast_rcnn/fg_cls_accuracy": 0.5649509803921569, "iteration": 192239, "loss_box_reg": 0.007710055651841685, "loss_cls": 0.043631969834677875, "loss_rpn_cls": 0.0010111972311506179, "loss_rpn_loc": 0.001794599020286114, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.535336856264621, "total_loss": 0.05335937479514996}
{"data_time": 0.004124081460759044, "eta_seconds": 25716.91277383617, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3782051282051282, "fast_rcnn/fg_cls_accuracy": 0.6217948717948718, "iteration": 192259, "loss_box_reg": 0.007245635846629739, "loss_cls": 0.045900764991529286, "loss_rpn_cls": 0.0007451329231571435, "loss_rpn_loc": 0.0015187063272605883, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5372245230246335, "total_loss": 0.05619218950243976}
{"data_time": 0.004203153541311622, "eta_seconds": 25703.729949241737, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.30414746543778803, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 192279, "loss_box_reg": 0.007745188660919666, "loss_cls": 0.03923252422828227, "loss_rpn_cls": 0.0010278850656959548, "loss_rpn_loc": 0.0019039378294110065, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5321017485111952, "total_loss": 0.052626557544272146}
{"data_time": 0.003753858618438244, "eta_seconds": 25695.452588840853, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.1577196095829636, "fast_rcnn/fg_cls_accuracy": 0.8422803904170364, "iteration": 192299, "loss_box_reg": 0.006885760027216747, "loss_cls": 0.04230241070035845, "loss_rpn_cls": 0.001220821018478091, "loss_rpn_loc": 0.0016450987550342688, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5434868016745895, "total_loss": 0.05172311950013864}
{"data_time": 0.004395342664793134, "eta_seconds": 25684.592236636905, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34460887949260044, "fast_rcnn/fg_cls_accuracy": 0.6553911205073996, "iteration": 192319, "loss_box_reg": 0.007044840604066849, "loss_cls": 0.040794825385091826, "loss_rpn_cls": 0.001137062430188962, "loss_rpn_loc": 0.002135725208063377, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5373287629336119, "total_loss": 0.05226223704107724}
{"data_time": 0.004782968433573842, "eta_seconds": 25671.412441290217, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4396929824561403, "fast_rcnn/fg_cls_accuracy": 0.5603070175438596, "iteration": 192339, "loss_box_reg": 0.008136990101775154, "loss_cls": 0.04204559151548892, "loss_rpn_cls": 0.0009618912592941342, "loss_rpn_loc": 0.0017774702337192139, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5360396504402161, "total_loss": 0.05259402044134731}
{"data_time": 0.003968153381720185, "eta_seconds": 25657.981384213315, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37103174603174605, "fast_rcnn/fg_cls_accuracy": 0.5928571428571429, "iteration": 192359, "loss_box_reg": 0.007154766732128337, "loss_cls": 0.04476887144846842, "loss_rpn_cls": 0.000675703077149592, "loss_rpn_loc": 0.0019256378527643392, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5350698460824788, "total_loss": 0.05620009054393904}
{"data_time": 0.004676618380472064, "eta_seconds": 25646.924391429406, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.42484526967285585, "fast_rcnn/fg_cls_accuracy": 0.5620512820512821, "iteration": 192379, "loss_box_reg": 0.008055300859268755, "loss_cls": 0.04483883804641664, "loss_rpn_cls": 0.0006200258317221596, "loss_rpn_loc": 0.0017896605386340525, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5356912764254957, "total_loss": 0.058779941955890536}
{"data_time": 0.0042378841899335384, "eta_seconds": 25636.153124806937, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.43496621621621623, "fast_rcnn/fg_cls_accuracy": 0.5650337837837838, "iteration": 192399, "loss_box_reg": 0.0073335789202246815, "loss_cls": 0.04216056736186147, "loss_rpn_cls": 0.0008369055044568086, "loss_rpn_loc": 0.0019445196303422563, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395916702691466, "total_loss": 0.05240022321243032}
{"data_time": 0.004224709700793028, "eta_seconds": 25625.667224496836, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4549731182795699, "fast_rcnn/fg_cls_accuracy": 0.5302911093627065, "iteration": 192419, "loss_box_reg": 0.0070619591569993645, "loss_cls": 0.03943380416603759, "loss_rpn_cls": 0.0008194533227197098, "loss_rpn_loc": 0.0028305718733463436, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416459552943707, "total_loss": 0.05083830852720439}
{"data_time": 0.003892672946676612, "eta_seconds": 25614.895837924676, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6515151515151516, "iteration": 192439, "loss_box_reg": 0.006728208507411182, "loss_cls": 0.03986657742643729, "loss_rpn_cls": 0.0009618179922199488, "loss_rpn_loc": 0.0019392239755688934, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539160009007901, "total_loss": 0.04981303358385958}
{"data_time": 0.004456079099327326, "eta_seconds": 25606.777425387176, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.362012987012987, "fast_rcnn/fg_cls_accuracy": 0.6329365079365079, "iteration": 192459, "loss_box_reg": 0.007123855175450444, "loss_cls": 0.04374274122528732, "loss_rpn_cls": 0.0008728687964776327, "loss_rpn_loc": 0.0019111127676296746, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5464720814488828, "total_loss": 0.05438365092129516}
{"data_time": 0.004350905539467931, "eta_seconds": 25593.06805831706, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.40820073439412485, "fast_rcnn/fg_cls_accuracy": 0.5917992656058751, "iteration": 192479, "loss_box_reg": 0.007218073515105061, "loss_cls": 0.041887746105203405, "loss_rpn_cls": 0.001411155808455078, "loss_rpn_loc": 0.002233095085102832, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5342894380446523, "total_loss": 0.0537023816066835}
{"data_time": 0.004865536233410239, "eta_seconds": 25580.70225005923, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.42525570416994496, "fast_rcnn/fg_cls_accuracy": 0.574744295830055, "iteration": 192499, "loss_box_reg": 0.006655777571722865, "loss_cls": 0.03985100286081433, "loss_rpn_cls": 0.0007105657026613699, "loss_rpn_loc": 0.0021100241792737506, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5425373322796077, "total_loss": 0.05196183234858154}
{"data_time": 0.003882194869220257, "eta_seconds": 25563.604395803064, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.40217391304347827, "fast_rcnn/fg_cls_accuracy": 0.5978260869565217, "iteration": 192519, "loss_box_reg": 0.007619247247930616, "loss_cls": 0.04085918655619025, "loss_rpn_cls": 0.0008379013025887616, "loss_rpn_loc": 0.002564693491876824, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419868524186313, "total_loss": 0.05115900017835884}
{"data_time": 0.00474098464474082, "eta_seconds": 25539.386324773077, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4215686274509804, "fast_rcnn/fg_cls_accuracy": 0.5784313725490196, "iteration": 192539, "loss_box_reg": 0.006372884410666302, "loss_cls": 0.04298947681672871, "loss_rpn_cls": 0.0009690125691008689, "loss_rpn_loc": 0.0020890940195386065, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5322913222480565, "total_loss": 0.052457970141233545}
{"data_time": 0.004911686526611447, "eta_seconds": 25520.04021375673, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4472222222222222, "fast_rcnn/fg_cls_accuracy": 0.5527777777777778, "iteration": 192559, "loss_box_reg": 0.007758034655125812, "loss_cls": 0.04250395711278543, "loss_rpn_cls": 0.0005747711646790776, "loss_rpn_loc": 0.0015751862192701083, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358078083954751, "total_loss": 0.05419854929033363}
{"data_time": 0.004295428516343236, "eta_seconds": 25509.281570299063, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.360752688172043, "fast_rcnn/fg_cls_accuracy": 0.6004504504504504, "iteration": 192579, "loss_box_reg": 0.008121420280076563, "loss_cls": 0.04130902886390686, "loss_rpn_cls": 0.000401145255409574, "loss_rpn_loc": 0.0020937187837262172, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366224343888462, "total_loss": 0.05329574852544283}
{"data_time": 0.004050464602187276, "eta_seconds": 25507.09953815909, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.47216117216117215, "fast_rcnn/fg_cls_accuracy": 0.5278388278388277, "iteration": 192599, "loss_box_reg": 0.006778663519071415, "loss_cls": 0.04181469802279025, "loss_rpn_cls": 0.0008339855510257621, "loss_rpn_loc": 0.0024493267374054994, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412205655593425, "total_loss": 0.05160518741922715}
{"data_time": 0.004617201397195458, "eta_seconds": 25488.246470088838, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.5071428571428571, "fast_rcnn/fg_cls_accuracy": 0.4928571428571429, "iteration": 192619, "loss_box_reg": 0.007415695406962186, "loss_cls": 0.04273414285853505, "loss_rpn_cls": 0.0009768160178964536, "loss_rpn_loc": 0.0021170128602534533, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5325467551592737, "total_loss": 0.054263464833184116}
{"data_time": 0.004193571396172047, "eta_seconds": 25495.819689569995, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4132290184921764, "fast_rcnn/fg_cls_accuracy": 0.5561403508771929, "iteration": 192639, "loss_box_reg": 0.006788329366827384, "loss_cls": 0.04154937993735075, "loss_rpn_cls": 0.00048802521587276715, "loss_rpn_loc": 0.00200366345961811, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541815085336566, "total_loss": 0.05340767763323129}
{"data_time": 0.0044855058658868074, "eta_seconds": 25491.27920100768, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48601398601398604, "fast_rcnn/fg_cls_accuracy": 0.5064102564102564, "iteration": 192659, "loss_box_reg": 0.007312406494747847, "loss_cls": 0.043892249232158065, "loss_rpn_cls": 0.0006294881479504966, "loss_rpn_loc": 0.002262751182570355, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397354064043611, "total_loss": 0.056015162524573725}
{"data_time": 0.004579420667141676, "eta_seconds": 25472.18926751637, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1639784946236559, "fast_rcnn/fg_cls_accuracy": 0.7815315315315315, "iteration": 192679, "loss_box_reg": 0.006990819732891396, "loss_cls": 0.04067162479623221, "loss_rpn_cls": 0.0008088250191349289, "loss_rpn_loc": 0.00186184786434751, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5427787445951253, "total_loss": 0.05080920762317476}
{"data_time": 0.004698803881183267, "eta_seconds": 25444.729709553067, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3735632183908046, "fast_rcnn/fg_cls_accuracy": 0.6264367816091954, "iteration": 192699, "loss_box_reg": 0.0067814156209351495, "loss_cls": 0.04205404408276081, "loss_rpn_cls": 0.000574226062553862, "loss_rpn_loc": 0.0015603608153469395, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338074695318937, "total_loss": 0.054705301164119646}
{"data_time": 0.0041313134133815765, "eta_seconds": 25432.102279972984, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 192719, "loss_box_reg": 0.006886878312798217, "loss_cls": 0.0470615045633167, "loss_rpn_cls": 0.0009213600353348284, "loss_rpn_loc": 0.0017126595412264578, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5366854346357286, "total_loss": 0.05720922144601559}
{"data_time": 0.003882704069837928, "eta_seconds": 25418.061110473005, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.22050098879367175, "fast_rcnn/fg_cls_accuracy": 0.7481981981981982, "iteration": 192739, "loss_box_reg": 0.007053179695503786, "loss_cls": 0.040073885349556804, "loss_rpn_cls": 0.0007030139808534841, "loss_rpn_loc": 0.0016374426249967655, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5347320653963834, "total_loss": 0.050866978400620155}
{"data_time": 0.004506678553298116, "eta_seconds": 25410.58657406154, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3666666666666667, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 192759, "loss_box_reg": 0.0074912918207701296, "loss_cls": 0.04117205156944692, "loss_rpn_cls": 0.0007360146352652919, "loss_rpn_loc": 0.002371448583289748, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540899193380028, "total_loss": 0.052641010430761526}
{"data_time": 0.0043584927916526794, "eta_seconds": 25399.82872110582, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4742063492063492, "fast_rcnn/fg_cls_accuracy": 0.5257936507936508, "iteration": 192779, "loss_box_reg": 0.006841347523732111, "loss_cls": 0.045708811026997864, "loss_rpn_cls": 0.0010503823873477813, "loss_rpn_loc": 0.001651789722018293, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361597202718258, "total_loss": 0.05684599336927931}
{"data_time": 0.0049730767495930195, "eta_seconds": 25385.79171992629, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40912518853695323, "fast_rcnn/fg_cls_accuracy": 0.5641025641025641, "iteration": 192799, "loss_box_reg": 0.007804691209457815, "loss_cls": 0.04408955469261855, "loss_rpn_cls": 0.0013532087141356897, "loss_rpn_loc": 0.0016692371100361925, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389624508097768, "total_loss": 0.05534950593641952}
{"data_time": 0.004542716778814793, "eta_seconds": 25376.263048299355, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24074074074074073, "fast_rcnn/fg_cls_accuracy": 0.7592592592592593, "iteration": 192819, "loss_box_reg": 0.007383704301901162, "loss_cls": 0.04017512145219371, "loss_rpn_cls": 0.0007398047052902257, "loss_rpn_loc": 0.0015632524755346822, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5475092700216919, "total_loss": 0.05185532135737958}
{"data_time": 0.004296771250665188, "eta_seconds": 25354.59841608908, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.38663053297199634, "fast_rcnn/fg_cls_accuracy": 0.575, "iteration": 192839, "loss_box_reg": 0.007401003502309322, "loss_cls": 0.04166586638893932, "loss_rpn_cls": 0.0006558756842309776, "loss_rpn_loc": 0.0022177648133947514, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5271821122150868, "total_loss": 0.05306064585988679}
{"data_time": 0.003756394376978278, "eta_seconds": 25330.89296241128, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4388440860215054, "fast_rcnn/fg_cls_accuracy": 0.5611559139784946, "iteration": 192859, "loss_box_reg": 0.0074910104885930195, "loss_cls": 0.044177550240419805, "loss_rpn_cls": 0.0007396456156243403, "loss_rpn_loc": 0.001701735567621654, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5281560004223138, "total_loss": 0.055166096852588}
{"data_time": 0.0045167452190071344, "eta_seconds": 25335.679526628926, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.46247654784240155, "fast_rcnn/fg_cls_accuracy": 0.5375234521575984, "iteration": 192879, "loss_box_reg": 0.00715699810825754, "loss_cls": 0.04247648792807013, "loss_rpn_cls": 0.0011249731162479293, "loss_rpn_loc": 0.0017304819157288875, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5401616240851581, "total_loss": 0.05263839715337326}
{"data_time": 0.004201175179332495, "eta_seconds": 25328.68748992635, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2951351351351351, "fast_rcnn/fg_cls_accuracy": 0.7048648648648649, "iteration": 192899, "loss_box_reg": 0.006668080663075671, "loss_cls": 0.03889930195873603, "loss_rpn_cls": 0.0007993388572913318, "loss_rpn_loc": 0.0018524492352298694, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433543294202536, "total_loss": 0.05028874383742732}
{"data_time": 0.004306811839342117, "eta_seconds": 25324.212103612022, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3649595687331536, "fast_rcnn/fg_cls_accuracy": 0.6350404312668463, "iteration": 192919, "loss_box_reg": 0.0070568303926847875, "loss_cls": 0.04093692131573334, "loss_rpn_cls": 0.000546253217606818, "loss_rpn_loc": 0.0019264021939306986, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391362791415304, "total_loss": 0.05182295160545891}
{"data_time": 0.0036337405908852816, "eta_seconds": 25316.104918191908, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2631877481565513, "fast_rcnn/fg_cls_accuracy": 0.7368122518434487, "iteration": 192939, "loss_box_reg": 0.0072809403063729405, "loss_cls": 0.04093137837480754, "loss_rpn_cls": 0.0005797569849050888, "loss_rpn_loc": 0.001988980741771229, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5421040712390095, "total_loss": 0.051408122894542885}
{"data_time": 0.004276823252439499, "eta_seconds": 25302.696662475588, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1607142857142857, "fast_rcnn/fg_cls_accuracy": 0.7964285714285715, "iteration": 192959, "loss_box_reg": 0.007390917657176033, "loss_cls": 0.04371299536433071, "loss_rpn_cls": 0.0006887793816048315, "loss_rpn_loc": 0.0018888417434936855, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.53442740929313, "total_loss": 0.05457848928858766}
{"data_time": 0.004254713421687484, "eta_seconds": 25293.557823219337, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.40789473684210525, "fast_rcnn/fg_cls_accuracy": 0.549043062200957, "iteration": 192979, "loss_box_reg": 0.007299712902749889, "loss_cls": 0.04456724121700972, "loss_rpn_cls": 0.000591411419236465, "loss_rpn_loc": 0.001650349597184686, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5424140710383654, "total_loss": 0.053567311358392544}
{"data_time": 0.004758695838972926, "eta_seconds": 25279.450192516437, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43874773139745915, "fast_rcnn/fg_cls_accuracy": 0.5086206896551724, "iteration": 192999, "loss_box_reg": 0.006947671892703511, "loss_cls": 0.04426525763119571, "loss_rpn_cls": 0.001052377240171154, "loss_rpn_loc": 0.0018808821205311688, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374874332919717, "total_loss": 0.05606710501649559}
{"data_time": 0.003748923307284713, "eta_seconds": 25268.693208540557, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 193019, "loss_box_reg": 0.007028714753687382, "loss_cls": 0.04159649333450943, "loss_rpn_cls": 0.0013205065191641552, "loss_rpn_loc": 0.001454239782106015, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5338033910375088, "total_loss": 0.054473540868912096}
{"data_time": 0.0044853228610008955, "eta_seconds": 25254.503650009166, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.403125, "fast_rcnn/fg_cls_accuracy": 0.596875, "iteration": 193039, "loss_box_reg": 0.0074195800989400595, "loss_cls": 0.04015313205309212, "loss_rpn_cls": 0.0010426883083596294, "loss_rpn_loc": 0.0015624953557562549, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360446129925549, "total_loss": 0.051939051525891955}
{"data_time": 0.004248992307111621, "eta_seconds": 25250.270900031785, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.47853535353535354, "fast_rcnn/fg_cls_accuracy": 0.5214646464646464, "iteration": 193059, "loss_box_reg": 0.007532274059485644, "loss_cls": 0.04084283532574773, "loss_rpn_cls": 0.0004423562545525783, "loss_rpn_loc": 0.0026689224378060317, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5525068999268115, "total_loss": 0.05247732863813326}
{"data_time": 0.004213152453303337, "eta_seconds": 25236.422256612917, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.28711484593837533, "fast_rcnn/fg_cls_accuracy": 0.7128851540616247, "iteration": 193079, "loss_box_reg": 0.007415528831188567, "loss_cls": 0.0443477031076327, "loss_rpn_cls": 0.0004871822102359147, "loss_rpn_loc": 0.0017418127026758157, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350154123734683, "total_loss": 0.05515280579311366}
{"data_time": 0.004378234036266804, "eta_seconds": 25227.392618498066, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31414473684210525, "fast_rcnn/fg_cls_accuracy": 0.6858552631578947, "iteration": 193099, "loss_box_reg": 0.007775525489705615, "loss_cls": 0.04103317082626745, "loss_rpn_cls": 0.0005802977989333158, "loss_rpn_loc": 0.0018178857935708947, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5399723362643272, "total_loss": 0.05175993952229874}
{"data_time": 0.0036263754591345787, "eta_seconds": 25216.63489792985, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4006085192697769, "fast_rcnn/fg_cls_accuracy": 0.5993914807302232, "iteration": 193119, "loss_box_reg": 0.0066012929019052535, "loss_cls": 0.04071518391720019, "loss_rpn_cls": 0.0007065551479286114, "loss_rpn_loc": 0.001583737295732135, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432052088435739, "total_loss": 0.0518137640476084}
{"data_time": 0.003929073456674814, "eta_seconds": 25190.84288665047, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39835666463785757, "fast_rcnn/fg_cls_accuracy": 0.6016433353621424, "iteration": 193139, "loss_box_reg": 0.00748008509981446, "loss_cls": 0.04498507990501821, "loss_rpn_cls": 0.000590405349868206, "loss_rpn_loc": 0.001956220672582276, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5340526623185724, "total_loss": 0.05503033587132222}
{"data_time": 0.0041635725647211075, "eta_seconds": 25183.794198292308, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3664451827242525, "fast_rcnn/fg_cls_accuracy": 0.6111498257839721, "iteration": 193159, "loss_box_reg": 0.007133189617889002, "loss_cls": 0.041985449963249266, "loss_rpn_cls": 0.0009278400617631632, "loss_rpn_loc": 0.002098298089549644, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539536157855764, "total_loss": 0.053957048761162696}
{"data_time": 0.003974043531343341, "eta_seconds": 25154.592150880024, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48074324324324325, "fast_rcnn/fg_cls_accuracy": 0.5192567567567568, "iteration": 193179, "loss_box_reg": 0.0070282029628288, "loss_cls": 0.04288550541969016, "loss_rpn_cls": 0.0011108607898222544, "loss_rpn_loc": 0.0025066583475563675, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.536129713524133, "total_loss": 0.05339304396602529}
{"data_time": 0.004338935017585754, "eta_seconds": 25162.28842839133, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.22625448028673834, "fast_rcnn/fg_cls_accuracy": 0.7737455197132617, "iteration": 193199, "loss_box_reg": 0.007410538411932066, "loss_cls": 0.04156540922122076, "loss_rpn_cls": 0.0007419897164027134, "loss_rpn_loc": 0.00222394747834187, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5376145890913904, "total_loss": 0.0528041220715636}
{"data_time": 0.004611319163814187, "eta_seconds": 25151.53554344084, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37545219638242894, "fast_rcnn/fg_cls_accuracy": 0.6245478036175711, "iteration": 193219, "loss_box_reg": 0.007573826354928315, "loss_cls": 0.04178905219305307, "loss_rpn_cls": 0.0010564020483343484, "loss_rpn_loc": 0.0018521305510148522, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366035175975412, "total_loss": 0.05281235033203302}
{"data_time": 0.004346837056800723, "eta_seconds": 25152.088574520545, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.335203366058906, "fast_rcnn/fg_cls_accuracy": 0.664796633941094, "iteration": 193239, "loss_box_reg": 0.007021023775450885, "loss_cls": 0.044008763099554926, "loss_rpn_cls": 0.0011592334608963029, "loss_rpn_loc": 0.0019520073219609912, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5422526318579912, "total_loss": 0.05610191329878944}
{"data_time": 0.004271024139598012, "eta_seconds": 25139.60940083, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5313725490196078, "fast_rcnn/fg_cls_accuracy": 0.4641025641025641, "iteration": 193259, "loss_box_reg": 0.00709576578810811, "loss_cls": 0.04329722514376044, "loss_rpn_cls": 0.0005973866874739997, "loss_rpn_loc": 0.0013837463393429061, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5301430507097393, "total_loss": 0.05313108806114997}
{"data_time": 0.004220959264785051, "eta_seconds": 25131.929586510407, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3771551724137931, "fast_rcnn/fg_cls_accuracy": 0.6228448275862069, "iteration": 193279, "loss_box_reg": 0.007503935165004805, "loss_cls": 0.04321438475744799, "loss_rpn_cls": 0.0008643103253120898, "loss_rpn_loc": 0.00219645468678209, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399032603017986, "total_loss": 0.057329739165595583}
{"data_time": 0.0038060653023421764, "eta_seconds": 25118.09543287824, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4018817204301075, "fast_rcnn/fg_cls_accuracy": 0.581989247311828, "iteration": 193299, "loss_box_reg": 0.007425902353134006, "loss_cls": 0.04235223575960845, "loss_rpn_cls": 0.0009572713149736956, "loss_rpn_loc": 0.001853760397352744, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53705436992459, "total_loss": 0.05331100613011586}
{"data_time": 0.004151510540395975, "eta_seconds": 25109.057692247676, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.10607940446650124, "fast_rcnn/fg_cls_accuracy": 0.7907361455748553, "iteration": 193319, "loss_box_reg": 0.006962114144698717, "loss_cls": 0.03952598327305168, "loss_rpn_cls": 0.000990314308296547, "loss_rpn_loc": 0.0017442611497244798, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5384438987821341, "total_loss": 0.05061643045399933}
{"data_time": 0.004352184943854809, "eta_seconds": 25100.201343143126, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2218693284936479, "fast_rcnn/fg_cls_accuracy": 0.7340517241379311, "iteration": 193339, "loss_box_reg": 0.007126484779291786, "loss_cls": 0.04065462716971524, "loss_rpn_cls": 0.0007951386788818127, "loss_rpn_loc": 0.002102962080243742, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5395057306159288, "total_loss": 0.05225094219952098}
{"data_time": 0.004564481088891625, "eta_seconds": 25088.896381593542, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5194281524926686, "fast_rcnn/fg_cls_accuracy": 0.4805718475073314, "iteration": 193359, "loss_box_reg": 0.00801154293003492, "loss_cls": 0.04307509557111189, "loss_rpn_cls": 0.00097697493549731, "loss_rpn_loc": 0.0021144351758266566, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5342430332675576, "total_loss": 0.055720396082733714}
{"data_time": 0.004481812939047813, "eta_seconds": 25078.6842720618, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5386847195357833, "fast_rcnn/fg_cls_accuracy": 0.46131528046421666, "iteration": 193379, "loss_box_reg": 0.006674445350654423, "loss_cls": 0.04479880619328469, "loss_rpn_cls": 0.000563387364081791, "loss_rpn_loc": 0.0018918671667051967, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5380140114575624, "total_loss": 0.05523732508007129}
{"data_time": 0.0039668281096965075, "eta_seconds": 25064.31051299884, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38405797101449274, "fast_rcnn/fg_cls_accuracy": 0.6159420289855072, "iteration": 193399, "loss_box_reg": 0.006947695161215961, "loss_cls": 0.04222402139566839, "loss_rpn_cls": 0.00043802842014883936, "loss_rpn_loc": 0.002338285079531488, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357654599938542, "total_loss": 0.053254327263857704}
{"data_time": 0.0045905220322310925, "eta_seconds": 25040.324630354997, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.39120038259206125, "fast_rcnn/fg_cls_accuracy": 0.5989956958393113, "iteration": 193419, "loss_box_reg": 0.0071119702770374715, "loss_cls": 0.042217649170197546, "loss_rpn_cls": 0.0005011248400990098, "loss_rpn_loc": 0.001989683853025781, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.536497181514278, "total_loss": 0.05244364492989462}
{"data_time": 0.004499315982684493, "eta_seconds": 25029.57332633389, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.15660377358490568, "fast_rcnn/fg_cls_accuracy": 0.8433962264150944, "iteration": 193439, "loss_box_reg": 0.007904167141532525, "loss_cls": 0.04338501417078078, "loss_rpn_cls": 0.0006411686945853035, "loss_rpn_loc": 0.0016875317323865602, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5400514914654195, "total_loss": 0.05395354914486461}
{"data_time": 0.004363272339105606, "eta_seconds": 25012.769944963744, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.47363216875411995, "fast_rcnn/fg_cls_accuracy": 0.52636783124588, "iteration": 193459, "loss_box_reg": 0.006722201462252997, "loss_cls": 0.04507333564106375, "loss_rpn_cls": 0.0009328730100151006, "loss_rpn_loc": 0.0013437634515867103, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5364301488734782, "total_loss": 0.05456709912198221}
{"data_time": 0.004021777538582683, "eta_seconds": 25012.03311371128, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.42463235294117646, "fast_rcnn/fg_cls_accuracy": 0.5753676470588236, "iteration": 193479, "loss_box_reg": 0.0075348436657805, "loss_cls": 0.041847730113659054, "loss_rpn_cls": 0.0009682991468480395, "loss_rpn_loc": 0.0022750474490749184, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340214611496776, "total_loss": 0.0525423605362505}
{"data_time": 0.00395564129576087, "eta_seconds": 24994.569738858845, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.41522988505747127, "fast_rcnn/fg_cls_accuracy": 0.5847701149425287, "iteration": 193499, "loss_box_reg": 0.0069210854126140475, "loss_cls": 0.04086526052560657, "loss_rpn_cls": 0.0007025058256431294, "loss_rpn_loc": 0.0020803219704248477, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372089620213956, "total_loss": 0.050852553808795165}
{"data_time": 0.004114262061193585, "eta_seconds": 24993.007319932338, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.44667832167832167, "fast_rcnn/fg_cls_accuracy": 0.5427115987460815, "iteration": 193519, "loss_box_reg": 0.007686205601203255, "loss_cls": 0.043474616133607924, "loss_rpn_cls": 0.0009993962571570592, "loss_rpn_loc": 0.0022424181188398506, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.544152271701023, "total_loss": 0.054297301793440056}
{"data_time": 0.004470149055123329, "eta_seconds": 24983.643916299334, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4015151515151515, "fast_rcnn/fg_cls_accuracy": 0.5984848484848485, "iteration": 193539, "loss_box_reg": 0.007306715444428846, "loss_cls": 0.041587186977267265, "loss_rpn_cls": 0.0009901099854232598, "loss_rpn_loc": 0.0017570631807757309, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5342764174565673, "total_loss": 0.052027891369391455}
{"data_time": 0.00405551353469491, "eta_seconds": 24972.889242953388, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.47023809523809523, "fast_rcnn/fg_cls_accuracy": 0.5297619047619048, "iteration": 193559, "loss_box_reg": 0.007024879188975319, "loss_cls": 0.04217849101405591, "loss_rpn_cls": 0.0005308251056135305, "loss_rpn_loc": 0.0024815313117869664, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5410444284789264, "total_loss": 0.051446706826027366}
{"data_time": 0.004798483569175005, "eta_seconds": 24960.745095815044, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2774509803921569, "fast_rcnn/fg_cls_accuracy": 0.677427068388331, "iteration": 193579, "loss_box_reg": 0.007096629866282456, "loss_cls": 0.044363349152263254, "loss_rpn_cls": 0.0013133766046848905, "loss_rpn_loc": 0.0018990766366187017, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5348028519656509, "total_loss": 0.05405583115242507}
{"data_time": 0.004691507434472442, "eta_seconds": 24949.99102110928, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5203007518796992, "fast_rcnn/fg_cls_accuracy": 0.47969924812030074, "iteration": 193599, "loss_box_reg": 0.006685130298137665, "loss_cls": 0.04489878215827048, "loss_rpn_cls": 0.0007085029520510489, "loss_rpn_loc": 0.002450730487908004, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415847741533071, "total_loss": 0.053784364404009466}
{"data_time": 0.004165320424363017, "eta_seconds": 24949.038465613732, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34305555555555556, "fast_rcnn/fg_cls_accuracy": 0.6569444444444444, "iteration": 193619, "loss_box_reg": 0.007030644832411781, "loss_cls": 0.04165344836656004, "loss_rpn_cls": 0.0008435448215777797, "loss_rpn_loc": 0.0020852108973485883, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425847480073571, "total_loss": 0.05225515196411834}
{"data_time": 0.004133007489144802, "eta_seconds": 24936.515982672572, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.38519813519813517, "fast_rcnn/fg_cls_accuracy": 0.6148018648018648, "iteration": 193639, "loss_box_reg": 0.006521878880448639, "loss_cls": 0.04110497504007071, "loss_rpn_cls": 0.0006180911615274454, "loss_rpn_loc": 0.002265982913741027, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5455814176239073, "total_loss": 0.0528876112900889}
{"data_time": 0.004032508470118046, "eta_seconds": 24925.758442506194, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2794642857142857, "fast_rcnn/fg_cls_accuracy": 0.6267857142857143, "iteration": 193659, "loss_box_reg": 0.0071414697740692645, "loss_cls": 0.04269474028842524, "loss_rpn_cls": 0.0005981775573218329, "loss_rpn_loc": 0.002127668591128895, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5395267971325666, "total_loss": 0.05375174947266714}
{"data_time": 0.0034847755450755358, "eta_seconds": 24918.51664447831, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.472953216374269, "fast_rcnn/fg_cls_accuracy": 0.527046783625731, "iteration": 193679, "loss_box_reg": 0.008432795613771304, "loss_cls": 0.04325976164545864, "loss_rpn_cls": 0.000542761354608956, "loss_rpn_loc": 0.0019506196331349202, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5478189450222999, "total_loss": 0.05519703448749169}
{"data_time": 0.004039551364257932, "eta_seconds": 24911.36610568012, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3862179487179487, "fast_rcnn/fg_cls_accuracy": 0.47916666666666663, "iteration": 193699, "loss_box_reg": 0.0071510514098918065, "loss_cls": 0.043081363895908, "loss_rpn_cls": 0.0005730592871486806, "loss_rpn_loc": 0.0017033511030604132, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374478448648006, "total_loss": 0.05482080934768874}
{"data_time": 0.00424627959728241, "eta_seconds": 24900.605488801142, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32887700534759357, "fast_rcnn/fg_cls_accuracy": 0.6711229946524064, "iteration": 193719, "loss_box_reg": 0.0073003413854166865, "loss_cls": 0.0406394109595567, "loss_rpn_cls": 0.0007458727129687759, "loss_rpn_loc": 0.0018287531929672696, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370745230466127, "total_loss": 0.049760089930828144}
{"data_time": 0.004064976703375578, "eta_seconds": 24893.374446148984, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3431372549019608, "fast_rcnn/fg_cls_accuracy": 0.6378151260504201, "iteration": 193739, "loss_box_reg": 0.007163280708482489, "loss_cls": 0.042564778588712215, "loss_rpn_cls": 0.001016881577697859, "loss_rpn_loc": 0.0016521388897672296, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5407458876725286, "total_loss": 0.05314889915763388}
{"data_time": 0.004341749241575599, "eta_seconds": 24882.612303330563, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5060975609756098, "fast_rcnn/fg_cls_accuracy": 0.49390243902439024, "iteration": 193759, "loss_box_reg": 0.006840242684120312, "loss_cls": 0.044686940498650074, "loss_rpn_cls": 0.0014470790836185188, "loss_rpn_loc": 0.0024984532246890012, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432400745339692, "total_loss": 0.05574971972168896}
{"data_time": 0.004170765867456794, "eta_seconds": 24871.850160512142, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4154040404040404, "fast_rcnn/fg_cls_accuracy": 0.5845959595959596, "iteration": 193779, "loss_box_reg": 0.006862196969450451, "loss_cls": 0.039292557223234326, "loss_rpn_cls": 0.0004531585660743076, "loss_rpn_loc": 0.001954127750650514, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390061938669533, "total_loss": 0.05015447738463763}
{"data_time": 0.00454917224124074, "eta_seconds": 24859.664650320075, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3950428396572827, "fast_rcnn/fg_cls_accuracy": 0.6049571603427173, "iteration": 193799, "loss_box_reg": 0.006998605313128792, "loss_cls": 0.03943876957055181, "loss_rpn_cls": 0.0012233234167524643, "loss_rpn_loc": 0.002129790373146534, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376729627605528, "total_loss": 0.05031217452324199}
{"data_time": 0.004077326040714979, "eta_seconds": 24845.433984830044, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3776003870343493, "fast_rcnn/fg_cls_accuracy": 0.6223996129656507, "iteration": 193819, "loss_box_reg": 0.007514248063671403, "loss_cls": 0.04007957843714394, "loss_rpn_cls": 0.0004492216015705708, "loss_rpn_loc": 0.0023080106202542083, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.536331265931949, "total_loss": 0.050949867912777336}
{"data_time": 0.004541073460131884, "eta_seconds": 24837.181311925873, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3334415584415584, "fast_rcnn/fg_cls_accuracy": 0.6608108108108108, "iteration": 193839, "loss_box_reg": 0.007226536239613779, "loss_cls": 0.041950927348807454, "loss_rpn_cls": 0.0008256410394551494, "loss_rpn_loc": 0.002187959478760604, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397101792041212, "total_loss": 0.052825705755935815}
{"data_time": 0.004337545018643141, "eta_seconds": 24831.527667545015, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2963240810202551, "fast_rcnn/fg_cls_accuracy": 0.703675918979745, "iteration": 193859, "loss_box_reg": 0.006842390808742493, "loss_cls": 0.04475948284380138, "loss_rpn_cls": 0.0011799520466411195, "loss_rpn_loc": 0.0016194510862987954, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5411827261559665, "total_loss": 0.05548270990107085}
{"data_time": 0.0037534856237471104, "eta_seconds": 24818.039446420036, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4880952380952381, "fast_rcnn/fg_cls_accuracy": 0.5119047619047619, "iteration": 193879, "loss_box_reg": 0.007180146727478132, "loss_cls": 0.042364480323158205, "loss_rpn_cls": 0.0005944133330331169, "loss_rpn_loc": 0.0018133328976546181, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5382936741225421, "total_loss": 0.0544581213167703}
{"data_time": 0.004431218607351184, "eta_seconds": 24805.857017043047, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.27306616961789376, "fast_rcnn/fg_cls_accuracy": 0.7269338303821062, "iteration": 193899, "loss_box_reg": 0.006757804687367752, "loss_cls": 0.04306782875210047, "loss_rpn_cls": 0.0006676301887864611, "loss_rpn_loc": 0.001828557094995631, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383366886526346, "total_loss": 0.05321167880936173}
{"data_time": 0.00445051584392786, "eta_seconds": 24792.999320011353, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43169642857142854, "fast_rcnn/fg_cls_accuracy": 0.5683035714285714, "iteration": 193919, "loss_box_reg": 0.007332713343203068, "loss_cls": 0.046038728149142116, "loss_rpn_cls": 0.0012920835879413062, "loss_rpn_loc": 0.00204851010494167, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5348600880242884, "total_loss": 0.05690570980959819}
{"data_time": 0.004105699015781283, "eta_seconds": 24782.238703132374, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.21842105263157896, "fast_rcnn/fg_cls_accuracy": 0.7672932330827068, "iteration": 193939, "loss_box_reg": 0.00717826365143992, "loss_cls": 0.04299642378464341, "loss_rpn_cls": 0.001591388030476537, "loss_rpn_loc": 0.0020798941623070277, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5392545266076922, "total_loss": 0.0548111074785993}
{"data_time": 0.004077383549883962, "eta_seconds": 24773.57243707683, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4375968992248062, "fast_rcnn/fg_cls_accuracy": 0.5624031007751937, "iteration": 193959, "loss_box_reg": 0.007524482993176207, "loss_cls": 0.044382145890267566, "loss_rpn_cls": 0.0007233674734408169, "loss_rpn_loc": 0.0016762611594458576, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372569398023188, "total_loss": 0.056647547452485014}
{"data_time": 0.004087733803316951, "eta_seconds": 24759.353790863417, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3162337662337662, "fast_rcnn/fg_cls_accuracy": 0.6837662337662338, "iteration": 193979, "loss_box_reg": 0.007862479440518655, "loss_cls": 0.04315418505575508, "loss_rpn_cls": 0.0012814281385544746, "loss_rpn_loc": 0.0014264264445955632, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5333849668968469, "total_loss": 0.05468297588072346}
{"data_time": 0.0042136183474212885, "eta_seconds": 24751.329888374312, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3149193548387097, "fast_rcnn/fg_cls_accuracy": 0.638148667601683, "iteration": 193999, "loss_box_reg": 0.007343518256675452, "loss_cls": 0.04446798039134592, "loss_rpn_cls": 0.0006100883765611798, "loss_rpn_loc": 0.00160344648611499, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5437769149430096, "total_loss": 0.056638437872720715}
{"data_time": 0.003986700903624296, "eta_seconds": 24742.70444669109, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36602870813397126, "fast_rcnn/fg_cls_accuracy": 0.6237373737373737, "iteration": 194019, "loss_box_reg": 0.006677259807474911, "loss_cls": 0.03875966975465417, "loss_rpn_cls": 0.0004742362793876964, "loss_rpn_loc": 0.0019906812412955333, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5385987269692123, "total_loss": 0.048456868234779904}
{"data_time": 0.004380713915452361, "eta_seconds": 24750.529212915106, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4382621951219512, "fast_rcnn/fg_cls_accuracy": 0.5617378048780488, "iteration": 194039, "loss_box_reg": 0.00799567908688914, "loss_cls": 0.0428300698986277, "loss_rpn_cls": 0.0006763885854752516, "loss_rpn_loc": 0.0022080689705035184, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5476737529970706, "total_loss": 0.05508775599071214}
{"data_time": 0.00396867236122489, "eta_seconds": 24724.280683388002, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.6398148148148148, "iteration": 194059, "loss_box_reg": 0.006748692685505375, "loss_cls": 0.03886584786232561, "loss_rpn_cls": 0.00042242838048878184, "loss_rpn_loc": 0.001949561781657394, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384881207719445, "total_loss": 0.049121481411191326}
{"data_time": 0.0039855430368334055, "eta_seconds": 24736.512870623264, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.26136363636363635, "fast_rcnn/fg_cls_accuracy": 0.7084639498432602, "iteration": 194079, "loss_box_reg": 0.007299686170881614, "loss_cls": 0.04122981647378765, "loss_rpn_cls": 0.0007125831898520119, "loss_rpn_loc": 0.0018922085291706026, "lr": 0.001, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5442570250015706, "total_loss": 0.05091931054937504}
{"data_time": 0.004097708500921726, "eta_seconds": 24718.218520093476, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38682864450127874, "fast_rcnn/fg_cls_accuracy": 0.6131713554987213, "iteration": 194099, "loss_box_reg": 0.007270004833117127, "loss_cls": 0.04231702850665897, "loss_rpn_cls": 0.0009368678742021075, "loss_rpn_loc": 0.002036605868852348, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371061216574162, "total_loss": 0.05470582335962604}
{"data_time": 0.004181064665317535, "eta_seconds": 24707.448289152933, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42277614858260015, "fast_rcnn/fg_cls_accuracy": 0.5677361853832442, "iteration": 194119, "loss_box_reg": 0.006538968562381342, "loss_cls": 0.042390275513753295, "loss_rpn_cls": 0.0009047734812952513, "loss_rpn_loc": 0.0018648806872079149, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395734014455229, "total_loss": 0.05273571200314109}
{"data_time": 0.004294643877074122, "eta_seconds": 24704.702609082917, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3778684344722081, "fast_rcnn/fg_cls_accuracy": 0.5835380835380835, "iteration": 194139, "loss_box_reg": 0.007127936871256679, "loss_cls": 0.04279955124366097, "loss_rpn_cls": 0.0009749434665309309, "loss_rpn_loc": 0.00202469219766499, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377095483709127, "total_loss": 0.05347598807887266}
{"data_time": 0.0038181026466190815, "eta_seconds": 24694.049165478675, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4368421052631579, "fast_rcnn/fg_cls_accuracy": 0.5631578947368421, "iteration": 194159, "loss_box_reg": 0.007202556298580021, "loss_cls": 0.0430521781090647, "loss_rpn_cls": 0.00047966581047376167, "loss_rpn_loc": 0.002122051098922384, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5427791238762438, "total_loss": 0.05434102471622282}
{"data_time": 0.0040755069348961115, "eta_seconds": 24687.577831179602, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3513986013986014, "fast_rcnn/fg_cls_accuracy": 0.6486013986013985, "iteration": 194179, "loss_box_reg": 0.007589619955979288, "loss_cls": 0.04332139028701931, "loss_rpn_cls": 0.00041154034215651336, "loss_rpn_loc": 0.0019402803454795503, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374593143351376, "total_loss": 0.055193646270026875}
{"data_time": 0.004019948188215494, "eta_seconds": 24672.381417731987, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49436936936936937, "fast_rcnn/fg_cls_accuracy": 0.41346153846153844, "iteration": 194199, "loss_box_reg": 0.007158649910707027, "loss_cls": 0.04300000111106783, "loss_rpn_cls": 0.0008844579809874631, "loss_rpn_loc": 0.001835907474742271, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5343219703063369, "total_loss": 0.05275845571293303}
{"data_time": 0.004666656954213977, "eta_seconds": 24660.39236568869, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3926218708827405, "fast_rcnn/fg_cls_accuracy": 0.6073781291172595, "iteration": 194219, "loss_box_reg": 0.00755100030801259, "loss_cls": 0.04109585424885154, "loss_rpn_cls": 0.0006963995273281398, "loss_rpn_loc": 0.002398698288743617, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5324154449626803, "total_loss": 0.05208063997952195}
{"data_time": 0.004009207943454385, "eta_seconds": 24625.98862379347, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.2736486486486487, "fast_rcnn/fg_cls_accuracy": 0.7263513513513513, "iteration": 194239, "loss_box_reg": 0.007337689807172865, "loss_cls": 0.041375426459126174, "loss_rpn_cls": 0.0007276953726886859, "loss_rpn_loc": 0.0019735316272999626, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537683960981667, "total_loss": 0.051535408767961144}
{"data_time": 0.0038411603309214115, "eta_seconds": 24622.22884302819, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43097643097643096, "fast_rcnn/fg_cls_accuracy": 0.569023569023569, "iteration": 194259, "loss_box_reg": 0.007717466942267492, "loss_cls": 0.043802274798508734, "loss_rpn_cls": 0.0008982477366998864, "loss_rpn_loc": 0.0019563255918910727, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5389220884535462, "total_loss": 0.0534100812556062}
{"data_time": 0.0037497070152312517, "eta_seconds": 24602.853105683113, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.27525252525252525, "fast_rcnn/fg_cls_accuracy": 0.7108585858585859, "iteration": 194279, "loss_box_reg": 0.006667218403890729, "loss_cls": 0.04203934618271887, "loss_rpn_cls": 0.0009404142301718821, "loss_rpn_loc": 0.0020578057228703983, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5322402198798954, "total_loss": 0.053458315126590605}
{"data_time": 0.0044101139064878225, "eta_seconds": 24595.9627627288, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3446969696969697, "fast_rcnn/fg_cls_accuracy": 0.6553030303030303, "iteration": 194299, "loss_box_reg": 0.006913527744472958, "loss_cls": 0.04177414136938751, "loss_rpn_cls": 0.0007401136988391954, "loss_rpn_loc": 0.0019789524012594484, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5395138545427471, "total_loss": 0.05237509530482498}
{"data_time": 0.004095382057130337, "eta_seconds": 24585.162217427278, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21231617647058823, "fast_rcnn/fg_cls_accuracy": 0.7477678571428572, "iteration": 194319, "loss_box_reg": 0.007724518189206719, "loss_cls": 0.040285901341121644, "loss_rpn_cls": 0.0011299010166112566, "loss_rpn_loc": 0.00209397723483562, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5365173011086881, "total_loss": 0.05266104771806113}
{"data_time": 0.0038604028522968292, "eta_seconds": 24574.39837153186, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.291875, "fast_rcnn/fg_cls_accuracy": 0.708125, "iteration": 194339, "loss_box_reg": 0.0074086270469706506, "loss_cls": 0.0410487970802933, "loss_rpn_cls": 0.0007936543804589746, "loss_rpn_loc": 0.0016863054697751068, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410672235302627, "total_loss": 0.05304899954765574}
{"data_time": 0.003964917501434684, "eta_seconds": 24565.107843212085, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2601503759398496, "fast_rcnn/fg_cls_accuracy": 0.7318936877076412, "iteration": 194359, "loss_box_reg": 0.007224276632769033, "loss_cls": 0.041820519836619496, "loss_rpn_cls": 0.000899986973763589, "loss_rpn_loc": 0.0020537342606985476, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5363824770320207, "total_loss": 0.05243136551371208}
{"data_time": 0.0039160000160336494, "eta_seconds": 24557.633240370546, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.40959925442684064, "fast_rcnn/fg_cls_accuracy": 0.5904007455731594, "iteration": 194379, "loss_box_reg": 0.0069006581616122276, "loss_cls": 0.04449074616422877, "loss_rpn_cls": 0.0005786813387089751, "loss_rpn_loc": 0.0017104433391068596, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425513521768153, "total_loss": 0.054708310260650705}
{"data_time": 0.004038444021716714, "eta_seconds": 24561.42186576198, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3292682926829268, "fast_rcnn/fg_cls_accuracy": 0.6707317073170731, "iteration": 194399, "loss_box_reg": 0.006465223734267056, "loss_cls": 0.04208781279157847, "loss_rpn_cls": 0.0008346132252086136, "loss_rpn_loc": 0.0017283046290685888, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392658754717559, "total_loss": 0.05340471673162028}
{"data_time": 0.00390466395765543, "eta_seconds": 24542.448111094767, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3173076923076923, "fast_rcnn/fg_cls_accuracy": 0.6826923076923077, "iteration": 194419, "loss_box_reg": 0.007812344250851311, "loss_cls": 0.04151143576018512, "loss_rpn_cls": 0.0005520597578652087, "loss_rpn_loc": 0.002305231257196283, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5307810199446976, "total_loss": 0.05351706786416344}
{"data_time": 0.0040559310000389814, "eta_seconds": 24520.579142054776, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2957074721780604, "fast_rcnn/fg_cls_accuracy": 0.7042925278219396, "iteration": 194439, "loss_box_reg": 0.006588062009541318, "loss_cls": 0.04389001941308379, "loss_rpn_cls": 0.0008051924681922173, "loss_rpn_loc": 0.0024645816447446123, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.53044100292027, "total_loss": 0.053855415454791}
{"data_time": 0.004215538501739502, "eta_seconds": 24507.597034946317, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.30476673427991885, "fast_rcnn/fg_cls_accuracy": 0.6952332657200812, "iteration": 194459, "loss_box_reg": 0.007928239065222442, "loss_cls": 0.03986196921323426, "loss_rpn_cls": 0.0012496087601903128, "loss_rpn_loc": 0.0021848715987289324, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5359927059616894, "total_loss": 0.050899982488090245}
{"data_time": 0.004235682310536504, "eta_seconds": 24512.551947612083, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3868636077938403, "fast_rcnn/fg_cls_accuracy": 0.5964432284541723, "iteration": 194479, "loss_box_reg": 0.007448637159541249, "loss_cls": 0.040757734153885394, "loss_rpn_cls": 0.0009025460167464416, "loss_rpn_loc": 0.002388568935202784, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405350695364177, "total_loss": 0.0533707196176465}
{"data_time": 0.003964985487982631, "eta_seconds": 24504.11961512477, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.7142857142857143, "iteration": 194499, "loss_box_reg": 0.007272143877344206, "loss_cls": 0.042186897015199065, "loss_rpn_cls": 0.0007418635497629111, "loss_rpn_loc": 0.001603458254976431, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5384233531076461, "total_loss": 0.05212548439925513}
{"data_time": 0.003968899603933096, "eta_seconds": 24487.922848578542, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3044871794871795, "fast_rcnn/fg_cls_accuracy": 0.6955128205128205, "iteration": 194519, "loss_box_reg": 0.007876102230511606, "loss_cls": 0.04193488776218146, "loss_rpn_cls": 0.0009598419433700656, "loss_rpn_loc": 0.002551527633841033, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542805693577975, "total_loss": 0.05253211611852748}
{"data_time": 0.0038568698801100254, "eta_seconds": 24486.015645257896, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.48109756097560974, "fast_rcnn/fg_cls_accuracy": 0.5189024390243903, "iteration": 194539, "loss_box_reg": 0.0076073730597272515, "loss_cls": 0.04600641212891787, "loss_rpn_cls": 0.0011376181003015517, "loss_rpn_loc": 0.002669243753189221, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5420547456014901, "total_loss": 0.05714229535465165}
{"data_time": 0.004465852631255984, "eta_seconds": 24469.472837842768, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3156108597285068, "fast_rcnn/fg_cls_accuracy": 0.6843891402714932, "iteration": 194559, "loss_box_reg": 0.006972274917643517, "loss_cls": 0.04200640437193215, "loss_rpn_cls": 0.0009951045979050832, "loss_rpn_loc": 0.001941351983077766, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5337212237063795, "total_loss": 0.05258997086184536}
{"data_time": 0.004240695387125015, "eta_seconds": 24458.70306040044, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37647521636506687, "fast_rcnn/fg_cls_accuracy": 0.6149455111572393, "iteration": 194579, "loss_box_reg": 0.007190926393377595, "loss_cls": 0.04049797367770225, "loss_rpn_cls": 0.0005963018828651911, "loss_rpn_loc": 0.0016430142895842437, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5313569044228643, "total_loss": 0.05025282086521088}
{"data_time": 0.004145648796111345, "eta_seconds": 24447.93328295811, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.37545219638242894, "fast_rcnn/fg_cls_accuracy": 0.5971973762671436, "iteration": 194599, "loss_box_reg": 0.007096619083313271, "loss_cls": 0.040570210199803114, "loss_rpn_cls": 0.0005398990538196813, "loss_rpn_loc": 0.0022230992617551237, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5461312190163881, "total_loss": 0.05160910983113354}
{"data_time": 0.004321705317124724, "eta_seconds": 24428.442035055254, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4349881796690307, "fast_rcnn/fg_cls_accuracy": 0.5650118203309693, "iteration": 194619, "loss_box_reg": 0.006699642981402576, "loss_cls": 0.04221378522925079, "loss_rpn_cls": 0.0006551260572393858, "loss_rpn_loc": 0.0020830609082622686, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5320337885059416, "total_loss": 0.051537144446768934}
{"data_time": 0.004212693544104695, "eta_seconds": 24417.67610127898, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32765151515151514, "fast_rcnn/fg_cls_accuracy": 0.6723484848484849, "iteration": 194639, "loss_box_reg": 0.007111871964298189, "loss_cls": 0.04295217228354886, "loss_rpn_cls": 0.0005120813775647548, "loss_rpn_loc": 0.0017982921308430377, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419517189729959, "total_loss": 0.05315654320304475}
{"data_time": 0.003953734412789345, "eta_seconds": 24402.17683720519, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2667973124300112, "fast_rcnn/fg_cls_accuracy": 0.7225643896976484, "iteration": 194659, "loss_box_reg": 0.0067010239290539175, "loss_cls": 0.043312032357789576, "loss_rpn_cls": 0.0005562990694443215, "loss_rpn_loc": 0.0019807010612566955, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5344713968224823, "total_loss": 0.053622715287360734}
{"data_time": 0.0039109045173972845, "eta_seconds": 24387.833512529265, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39468864468864473, "fast_rcnn/fg_cls_accuracy": 0.6053113553113554, "iteration": 194679, "loss_box_reg": 0.006661272331257351, "loss_cls": 0.04106642783153802, "loss_rpn_cls": 0.0007224162384318333, "loss_rpn_loc": 0.0018876205322158057, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431627496145666, "total_loss": 0.05076464248429602}
{"data_time": 0.0043427362106740475, "eta_seconds": 24380.649145414354, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24803836094158677, "fast_rcnn/fg_cls_accuracy": 0.6164874551971327, "iteration": 194699, "loss_box_reg": 0.00647156938794069, "loss_cls": 0.04049429821316153, "loss_rpn_cls": 0.0010404959616607812, "loss_rpn_loc": 0.0021493031017598696, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5498777660541236, "total_loss": 0.05276473184648012}
{"data_time": 0.00404669065028429, "eta_seconds": 24371.346996088745, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2894248608534323, "fast_rcnn/fg_cls_accuracy": 0.7105751391465678, "iteration": 194719, "loss_box_reg": 0.006789638195186853, "loss_cls": 0.04267518187407404, "loss_rpn_cls": 0.0008731662023819808, "loss_rpn_loc": 0.001641013341213693, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406737260054797, "total_loss": 0.05211962215366839}
{"data_time": 0.00394433387555182, "eta_seconds": 24359.12145362352, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.34789915966386553, "fast_rcnn/fg_cls_accuracy": 0.6521008403361345, "iteration": 194739, "loss_box_reg": 0.007032658104435541, "loss_cls": 0.041575495386496186, "loss_rpn_cls": 0.0006481800093069978, "loss_rpn_loc": 0.0017361357095069252, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395435690879822, "total_loss": 0.05287383773338661}
{"data_time": 0.003946366487070918, "eta_seconds": 24348.357607728103, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4665718349928876, "fast_rcnn/fg_cls_accuracy": 0.5334281650071124, "iteration": 194759, "loss_box_reg": 0.00720638656639494, "loss_cls": 0.043246051762253046, "loss_rpn_cls": 0.0009010957044779389, "loss_rpn_loc": 0.001525138704892015, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5414155113976449, "total_loss": 0.05432077610203123}
{"data_time": 0.004340797895565629, "eta_seconds": 24338.499715400394, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2528153153153153, "fast_rcnn/fg_cls_accuracy": 0.6944444444444444, "iteration": 194779, "loss_box_reg": 0.007507843285566196, "loss_cls": 0.04283541551558301, "loss_rpn_cls": 0.0009773767285423673, "loss_rpn_loc": 0.0017593009215488564, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5398205856326967, "total_loss": 0.0514938403779297}
{"data_time": 0.004441236378625035, "eta_seconds": 24331.512333179126, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.355, "fast_rcnn/fg_cls_accuracy": 0.645, "iteration": 194799, "loss_box_reg": 0.00761972920736298, "loss_cls": 0.044174534850753844, "loss_rpn_cls": 0.0006133631740112833, "loss_rpn_loc": 0.002096374722896144, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5387931272853166, "total_loss": 0.05590136340083518}
{"data_time": 0.0037462341133505106, "eta_seconds": 24331.786737235496, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3436734693877551, "fast_rcnn/fg_cls_accuracy": 0.656326530612245, "iteration": 194819, "loss_box_reg": 0.00673851088504307, "loss_cls": 0.04064405243843794, "loss_rpn_cls": 0.0006755255479902189, "loss_rpn_loc": 0.0017670585093583213, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5464229201897979, "total_loss": 0.05198208448121022}
{"data_time": 0.003604116616770625, "eta_seconds": 24321.015932367416, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.25595238095238093, "fast_rcnn/fg_cls_accuracy": 0.7077572964669738, "iteration": 194839, "loss_box_reg": 0.0076179625175427645, "loss_cls": 0.04194044601172209, "loss_rpn_cls": 0.0009643368773595284, "loss_rpn_loc": 0.0018093284270435106, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5372862317599356, "total_loss": 0.052719192325753284}
{"data_time": 0.00444984040223062, "eta_seconds": 24305.344270020258, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3888339920948617, "fast_rcnn/fg_cls_accuracy": 0.6111660079051384, "iteration": 194859, "loss_box_reg": 0.00632175846840255, "loss_cls": 0.044449471577536315, "loss_rpn_cls": 0.0006075282265101123, "loss_rpn_loc": 0.0028291136914049275, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5342663095798343, "total_loss": 0.05533857325849567}
{"data_time": 0.0038148779422044754, "eta_seconds": 24294.575636507478, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4390977443609022, "fast_rcnn/fg_cls_accuracy": 0.49142857142857144, "iteration": 194879, "loss_box_reg": 0.007250428257975727, "loss_cls": 0.04052155034150928, "loss_rpn_cls": 0.0005132852303404434, "loss_rpn_loc": 0.0019743977136386093, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538574150763452, "total_loss": 0.050960135490811354}
{"data_time": 0.0042969719506800175, "eta_seconds": 24281.902119665407, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26136363636363635, "fast_rcnn/fg_cls_accuracy": 0.7136363636363636, "iteration": 194899, "loss_box_reg": 0.00760825039469637, "loss_cls": 0.043369981984142214, "loss_rpn_cls": 0.0006152289623742035, "loss_rpn_loc": 0.002140609407433658, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5372699559666216, "total_loss": 0.05382609821799633}
{"data_time": 0.004053066251799464, "eta_seconds": 24275.616843880853, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.30753968253968256, "fast_rcnn/fg_cls_accuracy": 0.6924603174603174, "iteration": 194919, "loss_box_reg": 0.007290201145224273, "loss_cls": 0.04289012745721266, "loss_rpn_cls": 0.0005758880759572094, "loss_rpn_loc": 0.0022458655239461223, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400466111022979, "total_loss": 0.05494715682843321}
{"data_time": 0.004138660384342074, "eta_seconds": 24259.882859181147, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.49242424242424243, "fast_rcnn/fg_cls_accuracy": 0.5075757575757576, "iteration": 194939, "loss_box_reg": 0.006504950884846039, "loss_cls": 0.04024726152420044, "loss_rpn_cls": 0.0004167952128000252, "loss_rpn_loc": 0.0014706801830470795, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346921430900693, "total_loss": 0.05121039911932712}
{"data_time": 0.004615822108462453, "eta_seconds": 24245.384991454193, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 194959, "loss_box_reg": 0.00801589887123555, "loss_cls": 0.04638832563068718, "loss_rpn_cls": 0.0006437038596232014, "loss_rpn_loc": 0.0019038128957618028, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346542545594275, "total_loss": 0.05751014234544982}
{"data_time": 0.004321710439398885, "eta_seconds": 24238.347710951697, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3888392857142857, "fast_rcnn/fg_cls_accuracy": 0.6111607142857143, "iteration": 194979, "loss_box_reg": 0.006837526118033566, "loss_cls": 0.04146285663591698, "loss_rpn_cls": 0.0010713542382063679, "loss_rpn_loc": 0.0015000205748947337, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5287489152979106, "total_loss": 0.05290372903550633}
{"data_time": 0.004707772517576814, "eta_seconds": 24223.85315602296, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2571157495256167, "fast_rcnn/fg_cls_accuracy": 0.7428842504743833, "iteration": 194999, "loss_box_reg": 0.007315638504223898, "loss_cls": 0.03942665847716853, "loss_rpn_cls": 0.0008194259057745512, "loss_rpn_loc": 0.0018619841648614965, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5393071458674967, "total_loss": 0.050647475489824956}
{"data_time": 0.004331124946475029, "eta_seconds": 24209.380838522455, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3292042042042042, "fast_rcnn/fg_cls_accuracy": 0.6707957957957957, "iteration": 195019, "loss_box_reg": 0.006891945289680734, "loss_cls": 0.04042086866684258, "loss_rpn_cls": 0.0005189212076857075, "loss_rpn_loc": 0.0019381267120479606, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5325766908936203, "total_loss": 0.05134206751506554}
{"data_time": 0.004102037055417895, "eta_seconds": 24198.616568791447, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19985775248933144, "fast_rcnn/fg_cls_accuracy": 0.8001422475106685, "iteration": 195039, "loss_box_reg": 0.006876840168843046, "loss_cls": 0.04408873035572469, "loss_rpn_cls": 0.0008408449322701017, "loss_rpn_loc": 0.002217599900177447, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5453292508609593, "total_loss": 0.053872762231094384}
{"data_time": 0.003715392667800188, "eta_seconds": 24192.036562987836, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4179566563467492, "fast_rcnn/fg_cls_accuracy": 0.5606617647058824, "iteration": 195059, "loss_box_reg": 0.007920956253656186, "loss_cls": 0.04347933063399978, "loss_rpn_cls": 0.00040736366941018787, "loss_rpn_loc": 0.0019427726110734511, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5442042222712189, "total_loss": 0.054125087375382464}
{"data_time": 0.00426603271625936, "eta_seconds": 24173.36224589846, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3035714285714286, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 195079, "loss_box_reg": 0.00727315346011892, "loss_cls": 0.04215936904074624, "loss_rpn_cls": 0.000970683963259944, "loss_rpn_loc": 0.002680278066691244, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5334048490040004, "total_loss": 0.05323740090886986}
{"data_time": 0.004253260791301727, "eta_seconds": 24165.80992934131, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.28629032258064513, "fast_rcnn/fg_cls_accuracy": 0.6451612903225806, "iteration": 195099, "loss_box_reg": 0.0069544517318718135, "loss_cls": 0.04058181477012113, "loss_rpn_cls": 0.0007722154238649637, "loss_rpn_loc": 0.0022663351855953806, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.539271182147786, "total_loss": 0.051158431152018125}
{"data_time": 0.004205680685117841, "eta_seconds": 24141.05440449738, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4914302600472813, "fast_rcnn/fg_cls_accuracy": 0.5085697399527187, "iteration": 195119, "loss_box_reg": 0.007186654722318053, "loss_cls": 0.043096034904010594, "loss_rpn_cls": 0.0008704514286819176, "loss_rpn_loc": 0.0022512427385663614, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5319785720203072, "total_loss": 0.055194543392644846}
{"data_time": 0.0040290080942213535, "eta_seconds": 24122.746032640804, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3055555555555556, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 195139, "loss_box_reg": 0.0069080632529221475, "loss_cls": 0.041646230849437416, "loss_rpn_cls": 0.0005139733925716428, "loss_rpn_loc": 0.002029679893894354, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334346636664122, "total_loss": 0.04946003709380875}
{"data_time": 0.004029701929539442, "eta_seconds": 24119.53879263089, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.35027472527472525, "fast_rcnn/fg_cls_accuracy": 0.5856227106227105, "iteration": 195159, "loss_box_reg": 0.007237203913973644, "loss_cls": 0.04378776275552809, "loss_rpn_cls": 0.0007262454847705158, "loss_rpn_loc": 0.0014724155989824794, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5525744096376002, "total_loss": 0.05518674092451192}
{"data_time": 0.00458146003074944, "eta_seconds": 24105.663049313473, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.5236118318629994, "fast_rcnn/fg_cls_accuracy": 0.4763881681370005, "iteration": 195179, "loss_box_reg": 0.006404733954695985, "loss_cls": 0.042192724300548434, "loss_rpn_cls": 0.0007427262572718973, "loss_rpn_loc": 0.0018435382553434465, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375000142958015, "total_loss": 0.05284635984926922}
{"data_time": 0.004291017539799213, "eta_seconds": 24112.502410943387, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4476744186046512, "fast_rcnn/fg_cls_accuracy": 0.5523255813953488, "iteration": 195199, "loss_box_reg": 0.0067754458577837795, "loss_cls": 0.04410891589941457, "loss_rpn_cls": 0.0009572815614546926, "loss_rpn_loc": 0.002339873091841582, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5464553101919591, "total_loss": 0.05407523881609677}
{"data_time": 0.003778735874220729, "eta_seconds": 24104.71435396769, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.42045454545454547, "fast_rcnn/fg_cls_accuracy": 0.5593434343434344, "iteration": 195219, "loss_box_reg": 0.008026825365959667, "loss_cls": 0.04468862689100206, "loss_rpn_cls": 0.000674765118546361, "loss_rpn_loc": 0.0018537790601840243, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5332618150860071, "total_loss": 0.056377205855298484}
{"data_time": 0.003994356375187635, "eta_seconds": 24099.935248241993, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3798076923076923, "fast_rcnn/fg_cls_accuracy": 0.6201923076923077, "iteration": 195239, "loss_box_reg": 0.007650272047612816, "loss_cls": 0.041712433769134805, "loss_rpn_cls": 0.0007984793309105953, "loss_rpn_loc": 0.002252649086585734, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5439202538691461, "total_loss": 0.051503825443262485}
{"data_time": 0.0038018780760467052, "eta_seconds": 24080.209601750365, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.29941860465116277, "fast_rcnn/fg_cls_accuracy": 0.7005813953488372, "iteration": 195259, "loss_box_reg": 0.007175882114097476, "loss_cls": 0.04230712295975536, "loss_rpn_cls": 0.0011762952119340753, "loss_rpn_loc": 0.0019047298392251832, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5329012484289706, "total_loss": 0.0535020515030169}
{"data_time": 0.004111389629542828, "eta_seconds": 24076.121348310728, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45028142589118203, "fast_rcnn/fg_cls_accuracy": 0.549718574108818, "iteration": 195279, "loss_box_reg": 0.007710743026109412, "loss_cls": 0.04014173522591591, "loss_rpn_cls": 0.0005575166627522776, "loss_rpn_loc": 0.0020446678208827507, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389344366267323, "total_loss": 0.0514875398116601}
{"data_time": 0.004053351003676653, "eta_seconds": 24061.651958123082, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2692307692307692, "fast_rcnn/fg_cls_accuracy": 0.7051282051282051, "iteration": 195299, "loss_box_reg": 0.0076581382600124925, "loss_cls": 0.04209868249017745, "loss_rpn_cls": 0.0007397271403419836, "loss_rpn_loc": 0.0017257098097616108, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5382307460531592, "total_loss": 0.05518234341656125}
{"data_time": 0.004749993095174432, "eta_seconds": 24055.77855499368, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2078853046594982, "fast_rcnn/fg_cls_accuracy": 0.7921146953405018, "iteration": 195319, "loss_box_reg": 0.007691671373322606, "loss_cls": 0.03993271544459276, "loss_rpn_cls": 0.0007913868316506978, "loss_rpn_loc": 0.0020259149496268947, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5416608049999923, "total_loss": 0.05125546246190993}
{"data_time": 0.004018702078610659, "eta_seconds": 24039.661387902685, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 195339, "loss_box_reg": 0.006652347190538421, "loss_cls": 0.04267200524918735, "loss_rpn_cls": 0.0009165291654653629, "loss_rpn_loc": 0.0015832382214284735, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5318418361712247, "total_loss": 0.05347303010080395}
{"data_time": 0.004038500599563122, "eta_seconds": 24028.89599465672, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3294573643410853, "fast_rcnn/fg_cls_accuracy": 0.6476190476190475, "iteration": 195359, "loss_box_reg": 0.007294935989193618, "loss_cls": 0.04130694514606148, "loss_rpn_cls": 0.0011421789768064627, "loss_rpn_loc": 0.0024268980196211487, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357670348603278, "total_loss": 0.05366021816234934}
{"data_time": 0.004255308769643307, "eta_seconds": 24022.285071509425, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.39935064935064934, "fast_rcnn/fg_cls_accuracy": 0.5703463203463204, "iteration": 195379, "loss_box_reg": 0.0070063739258330315, "loss_cls": 0.039480114966863766, "loss_rpn_cls": 0.0009714917351857366, "loss_rpn_loc": 0.0020989297445339616, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5442972765304148, "total_loss": 0.050531462067056054}
{"data_time": 0.003978055203333497, "eta_seconds": 24002.054003798403, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.21869070208728653, "fast_rcnn/fg_cls_accuracy": 0.7813092979127134, "iteration": 195399, "loss_box_reg": 0.007468668802175671, "loss_cls": 0.04319094168022275, "loss_rpn_cls": 0.0008657698272145353, "loss_rpn_loc": 0.0019423991652729455, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5317821674980223, "total_loss": 0.054158829379673534}
{"data_time": 0.0041166385635733604, "eta_seconds": 24000.750560788903, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.37196969696969695, "fast_rcnn/fg_cls_accuracy": 0.628030303030303, "iteration": 195419, "loss_box_reg": 0.006949473900021985, "loss_cls": 0.042180757387541234, "loss_rpn_cls": 0.0005151183464704445, "loss_rpn_loc": 0.002263041240439634, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5333334524184465, "total_loss": 0.05214310586779902}
{"data_time": 0.004345680819824338, "eta_seconds": 23985.83442167286, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.452991452991453, "fast_rcnn/fg_cls_accuracy": 0.5470085470085471, "iteration": 195439, "loss_box_reg": 0.006678450125036761, "loss_cls": 0.04168974808999337, "loss_rpn_cls": 0.0006223424982181314, "loss_rpn_loc": 0.002053027794318041, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5314432363957167, "total_loss": 0.051684801963801874}
{"data_time": 0.004169475752860308, "eta_seconds": 23979.216050068382, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.38841698841698846, "fast_rcnn/fg_cls_accuracy": 0.5867709815078237, "iteration": 195459, "loss_box_reg": 0.007347935563302599, "loss_cls": 0.040257175103761256, "loss_rpn_cls": 0.0007588608490323168, "loss_rpn_loc": 0.0024742850564507535, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394293281715363, "total_loss": 0.051841547960520984}
{"data_time": 0.004325996618717909, "eta_seconds": 23970.71596226585, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.33759469696969696, "fast_rcnn/fg_cls_accuracy": 0.662405303030303, "iteration": 195479, "loss_box_reg": 0.007498703576857224, "loss_cls": 0.0417870890814811, "loss_rpn_cls": 0.0007466550864592136, "loss_rpn_loc": 0.0019013426463061478, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5461056048516184, "total_loss": 0.05253507077543418}
{"data_time": 0.0040940456092357635, "eta_seconds": 23961.796302025672, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3286264441591784, "fast_rcnn/fg_cls_accuracy": 0.6591784338896021, "iteration": 195499, "loss_box_reg": 0.007391366234514862, "loss_cls": 0.040284377930220217, "loss_rpn_cls": 0.001000521410105648, "loss_rpn_loc": 0.0016502582984685432, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5417726042214781, "total_loss": 0.05054980439274459}
{"data_time": 0.00404917006380856, "eta_seconds": 23946.9142839876, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4642857142857143, "fast_rcnn/fg_cls_accuracy": 0.5071428571428571, "iteration": 195519, "loss_box_reg": 0.007731015590252355, "loss_cls": 0.04319385741837323, "loss_rpn_cls": 0.0007666465285751656, "loss_rpn_loc": 0.0022826763488410506, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5313227672595531, "total_loss": 0.05406693270560936}
{"data_time": 0.0037386235781013966, "eta_seconds": 23937.332878260873, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30044642857142856, "fast_rcnn/fg_cls_accuracy": 0.6138392857142857, "iteration": 195539, "loss_box_reg": 0.007064480232656933, "loss_cls": 0.045960633317008615, "loss_rpn_cls": 0.000937990300343472, "loss_rpn_loc": 0.0016077155341918115, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5427043167874217, "total_loss": 0.05457209102826255}
{"data_time": 0.004037717590108514, "eta_seconds": 23929.48898807494, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2973684210526316, "fast_rcnn/fg_cls_accuracy": 0.7026315789473685, "iteration": 195559, "loss_box_reg": 0.007656191766727716, "loss_cls": 0.042048850446008146, "loss_rpn_cls": 0.0010981053357568271, "loss_rpn_loc": 0.001871986471087439, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406150203198195, "total_loss": 0.05433689317317203}
{"data_time": 0.004186405101791024, "eta_seconds": 23924.060083289165, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.42610652663165793, "fast_rcnn/fg_cls_accuracy": 0.5738934733683421, "iteration": 195579, "loss_box_reg": 0.007302584752324037, "loss_cls": 0.0407134965644218, "loss_rpn_cls": 0.0007500477265693917, "loss_rpn_loc": 0.002031685717156506, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5373288535047323, "total_loss": 0.05238282509196779}
{"data_time": 0.004036923171952367, "eta_seconds": 23907.95077877445, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1297335203366059, "fast_rcnn/fg_cls_accuracy": 0.8640552995391705, "iteration": 195599, "loss_box_reg": 0.007154703111154959, "loss_cls": 0.041865833569318056, "loss_rpn_cls": 0.0009838768576173607, "loss_rpn_loc": 0.0018322794276173227, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5402591754682362, "total_loss": 0.05226893490339535}
{"data_time": 0.004155478673055768, "eta_seconds": 23907.58220042195, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.35238095238095235, "fast_rcnn/fg_cls_accuracy": 0.6260162601626016, "iteration": 195619, "loss_box_reg": 0.0069360487250378355, "loss_cls": 0.04204297735122964, "loss_rpn_cls": 0.0006123848676224952, "loss_rpn_loc": 0.0016751036419009324, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540279395878315, "total_loss": 0.05244726978469316}
{"data_time": 0.0040663976687937975, "eta_seconds": 23886.412569473963, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3024137931034483, "fast_rcnn/fg_cls_accuracy": 0.6975862068965517, "iteration": 195639, "loss_box_reg": 0.007145320894778706, "loss_cls": 0.044785845559090376, "loss_rpn_cls": 0.00048314236204305416, "loss_rpn_loc": 0.002422212462988682, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.532769737066701, "total_loss": 0.05678302084305642}
{"data_time": 0.003910569939762354, "eta_seconds": 23877.165823218646, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4782214156079855, "fast_rcnn/fg_cls_accuracy": 0.5172413793103449, "iteration": 195659, "loss_box_reg": 0.006373085983796045, "loss_cls": 0.04332210379652679, "loss_rpn_cls": 0.0006757304780364848, "loss_rpn_loc": 0.0024522756393707823, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367753263562918, "total_loss": 0.05482933197049533}
{"data_time": 0.0043503837659955025, "eta_seconds": 23863.466345064575, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.457002457002457, "fast_rcnn/fg_cls_accuracy": 0.542997542997543, "iteration": 195679, "loss_box_reg": 0.007911414810223505, "loss_cls": 0.04249091970268637, "loss_rpn_cls": 0.001496124809648336, "loss_rpn_loc": 0.0018758590558718424, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5371365509927273, "total_loss": 0.054679580892639024}
{"data_time": 0.0037352205254137516, "eta_seconds": 23845.88430947531, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3143939393939394, "fast_rcnn/fg_cls_accuracy": 0.6856060606060606, "iteration": 195699, "loss_box_reg": 0.0067887253244407475, "loss_cls": 0.041932910680770874, "loss_rpn_cls": 0.0007518928798617708, "loss_rpn_loc": 0.0018952086102217436, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5377473304979503, "total_loss": 0.05237436868810619}
{"data_time": 0.0042118532583117485, "eta_seconds": 23828.537843486993, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4065656565656566, "fast_rcnn/fg_cls_accuracy": 0.5934343434343434, "iteration": 195719, "loss_box_reg": 0.007575517345685512, "loss_cls": 0.04122363025089726, "loss_rpn_cls": 0.00047513787546904496, "loss_rpn_loc": 0.0015639558641851181, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350388414226472, "total_loss": 0.051717039288291744}
{"data_time": 0.004161999095231295, "eta_seconds": 23815.362226545112, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2993993993993994, "fast_rcnn/fg_cls_accuracy": 0.7006006006006007, "iteration": 195739, "loss_box_reg": 0.007203738059615716, "loss_cls": 0.04186569221201353, "loss_rpn_cls": 0.0007373633973202232, "loss_rpn_loc": 0.0016334513129550032, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356900610495359, "total_loss": 0.05205206403252305}
{"data_time": 0.00444707041606307, "eta_seconds": 23807.013001822634, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2863636363636364, "fast_rcnn/fg_cls_accuracy": 0.7136363636363636, "iteration": 195759, "loss_box_reg": 0.007328206032980233, "loss_cls": 0.04419975448399782, "loss_rpn_cls": 0.000657193170809478, "loss_rpn_loc": 0.001927361485286383, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5428802620153874, "total_loss": 0.05426768322843145}
{"data_time": 0.004240130074322224, "eta_seconds": 23786.000404610764, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6583333333333333, "iteration": 195779, "loss_box_reg": 0.007234874239657074, "loss_cls": 0.04482921614544466, "loss_rpn_cls": 0.0005418803890506751, "loss_rpn_loc": 0.0014814665701123886, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5329556679353118, "total_loss": 0.05499962163401051}
{"data_time": 0.0043592448346316814, "eta_seconds": 23783.078235365683, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2539414414414415, "fast_rcnn/fg_cls_accuracy": 0.7460585585585586, "iteration": 195799, "loss_box_reg": 0.006983281054999679, "loss_cls": 0.0426318331155926, "loss_rpn_cls": 0.0008457907478032212, "loss_rpn_loc": 0.001699842614470981, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5445955344475806, "total_loss": 0.05216719818230331}
{"data_time": 0.004581361543387175, "eta_seconds": 23764.484834718984, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3425, "fast_rcnn/fg_cls_accuracy": 0.6575, "iteration": 195819, "loss_box_reg": 0.006521534625790082, "loss_cls": 0.04094806360080838, "loss_rpn_cls": 0.0016803595253804815, "loss_rpn_loc": 0.0015705076002632268, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5405220694374293, "total_loss": 0.05242415282668844}
{"data_time": 0.003903693752363324, "eta_seconds": 23758.35552796675, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2515151515151515, "fast_rcnn/fg_cls_accuracy": 0.7373737373737375, "iteration": 195839, "loss_box_reg": 0.007655999390408397, "loss_cls": 0.04310305026592687, "loss_rpn_cls": 0.0008179660748055539, "loss_rpn_loc": 0.002043965199845843, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408771918155253, "total_loss": 0.05519547236451672}
{"data_time": 0.004011377226561308, "eta_seconds": 23753.200897661736, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3616029822926375, "fast_rcnn/fg_cls_accuracy": 0.6383970177073626, "iteration": 195859, "loss_box_reg": 0.007942893716972321, "loss_cls": 0.04007044015452266, "loss_rpn_cls": 0.0007097997473124451, "loss_rpn_loc": 0.0029495395901903976, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425563524477184, "total_loss": 0.050694158797512046}
{"data_time": 0.004403581842780113, "eta_seconds": 23742.438476829557, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.6465465465465465, "iteration": 195879, "loss_box_reg": 0.0066341577330604196, "loss_cls": 0.04012418910861015, "loss_rpn_cls": 0.000651188907568212, "loss_rpn_loc": 0.0019159489256708184, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5378805254586041, "total_loss": 0.050626789715011}
{"data_time": 0.0040544497314840555, "eta_seconds": 23733.662115246058, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.316008316008316, "fast_rcnn/fg_cls_accuracy": 0.683991683991684, "iteration": 195899, "loss_box_reg": 0.007918384450022131, "loss_cls": 0.042672388604842126, "loss_rpn_cls": 0.0006217396028773692, "loss_rpn_loc": 0.0021043156975792954, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382480784319341, "total_loss": 0.054654598866591186}
{"data_time": 0.003664206014946103, "eta_seconds": 23724.144340347033, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4373700623700624, "fast_rcnn/fg_cls_accuracy": 0.5626299376299376, "iteration": 195919, "loss_box_reg": 0.006994952418608591, "loss_cls": 0.04240792489144951, "loss_rpn_cls": 0.0006946562371012988, "loss_rpn_loc": 0.0018848895160772372, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5419291658326983, "total_loss": 0.053669176304993016}
{"data_time": 0.0043786868918687105, "eta_seconds": 23712.13547220826, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4449013157894737, "fast_rcnn/fg_cls_accuracy": 0.5550986842105263, "iteration": 195939, "loss_box_reg": 0.007091160252457485, "loss_cls": 0.04314369661733508, "loss_rpn_cls": 0.00039222929422066954, "loss_rpn_loc": 0.0017169237526104553, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5320829302072525, "total_loss": 0.05273734744744729}
{"data_time": 0.0034849359653890133, "eta_seconds": 23701.372150689363, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30922098569157397, "fast_rcnn/fg_cls_accuracy": 0.6549110085695451, "iteration": 195959, "loss_box_reg": 0.007374531996902078, "loss_cls": 0.04283091350225732, "loss_rpn_cls": 0.0008180355960121233, "loss_rpn_loc": 0.001360086595013854, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5343490489758551, "total_loss": 0.054633746543004236}
{"data_time": 0.004228993551805615, "eta_seconds": 23695.935564470943, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2673469387755102, "fast_rcnn/fg_cls_accuracy": 0.7183673469387755, "iteration": 195979, "loss_box_reg": 0.007876247371314093, "loss_cls": 0.044099412742070854, "loss_rpn_cls": 0.000650885347795338, "loss_rpn_loc": 0.002010034444538178, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5427888012491167, "total_loss": 0.05313388972348321}
{"data_time": 0.0038766295183449984, "eta_seconds": 23681.855205880478, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3921212121212121, "fast_rcnn/fg_cls_accuracy": 0.5775757575757576, "iteration": 195999, "loss_box_reg": 0.007079604547470808, "loss_cls": 0.042444861494004726, "loss_rpn_cls": 0.0007108330634366666, "loss_rpn_loc": 0.00197225449301186, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.538814096711576, "total_loss": 0.053848028090158095}
{"data_time": 0.003970806486904621, "eta_seconds": 23678.163906822912, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1683535762483131, "fast_rcnn/fg_cls_accuracy": 0.7880608974358974, "iteration": 196019, "loss_box_reg": 0.0073216289456468076, "loss_cls": 0.04059250804129988, "loss_rpn_cls": 0.0006512610441404831, "loss_rpn_loc": 0.0018036988276435295, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5401842128485441, "total_loss": 0.051474364498631076}
{"data_time": 0.00347561901435256, "eta_seconds": 23658.31886461377, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4136513157894737, "fast_rcnn/fg_cls_accuracy": 0.5863486842105263, "iteration": 196039, "loss_box_reg": 0.00790626197704114, "loss_cls": 0.04289533104747534, "loss_rpn_cls": 0.0008747742384684898, "loss_rpn_loc": 0.001807797121728072, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348306584637612, "total_loss": 0.05622574220313936}
{"data_time": 0.003766467561945319, "eta_seconds": 23645.57668933994, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.19523809523809524, "fast_rcnn/fg_cls_accuracy": 0.7566137566137566, "iteration": 196059, "loss_box_reg": 0.007061077005346306, "loss_cls": 0.04004537721630186, "loss_rpn_cls": 0.0011707568559131687, "loss_rpn_loc": 0.0019642522911453852, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5372233933303505, "total_loss": 0.052215061460685774}
{"data_time": 0.003927774960175157, "eta_seconds": 23636.792221575975, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2665832290362954, "fast_rcnn/fg_cls_accuracy": 0.7187108886107635, "iteration": 196079, "loss_box_reg": 0.0068872973206453025, "loss_cls": 0.04304935998516157, "loss_rpn_cls": 0.0004466384582428873, "loss_rpn_loc": 0.00207134040465462, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5377451351378113, "total_loss": 0.05269551928404326}
{"data_time": 0.004527857061475515, "eta_seconds": 23628.034030893818, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18607395751376868, "fast_rcnn/fg_cls_accuracy": 0.7249346120313862, "iteration": 196099, "loss_box_reg": 0.007584771607071161, "loss_cls": 0.04244272649521008, "loss_rpn_cls": 0.0006734450727776675, "loss_rpn_loc": 0.0018042073625110788, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5455063825938851, "total_loss": 0.05326245156223308}
{"data_time": 0.004463377874344587, "eta_seconds": 23624.32665003743, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.16180124223602485, "fast_rcnn/fg_cls_accuracy": 0.8381987577639751, "iteration": 196119, "loss_box_reg": 0.00680332955380436, "loss_cls": 0.04125840967753902, "loss_rpn_cls": 0.0008703690208449189, "loss_rpn_loc": 0.001691179362751427, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390754579566419, "total_loss": 0.05147528425067094}
{"data_time": 0.0039206568617373705, "eta_seconds": 23609.80963161355, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29844720496894406, "fast_rcnn/fg_cls_accuracy": 0.645887445887446, "iteration": 196139, "loss_box_reg": 0.007207977236248553, "loss_cls": 0.04222393117379397, "loss_rpn_cls": 0.0007191368531778153, "loss_rpn_loc": 0.002246980096970219, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5307626910507679, "total_loss": 0.05254527822120281}
{"data_time": 0.004232964012771845, "eta_seconds": 23591.79649391235, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.12878048780487805, "fast_rcnn/fg_cls_accuracy": 0.871219512195122, "iteration": 196159, "loss_box_reg": 0.0077837249264121056, "loss_cls": 0.04428257781546563, "loss_rpn_cls": 0.0006080258835936547, "loss_rpn_loc": 0.001753428721713135, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5402022593189031, "total_loss": 0.05572482015350033}
{"data_time": 0.003707043593749404, "eta_seconds": 23581.034058523597, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2881835323695789, "fast_rcnn/fg_cls_accuracy": 0.7118164676304211, "iteration": 196179, "loss_box_reg": 0.00685115838132333, "loss_cls": 0.039729945128783584, "loss_rpn_cls": 0.000698597330966777, "loss_rpn_loc": 0.002611352187159355, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5360018054489046, "total_loss": 0.05016925943266415}
{"data_time": 0.003979406552389264, "eta_seconds": 23569.148238759022, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38742964352720455, "fast_rcnn/fg_cls_accuracy": 0.6048780487804878, "iteration": 196199, "loss_box_reg": 0.007122556999092922, "loss_cls": 0.04191979538882151, "loss_rpn_cls": 0.0011491943730561616, "loss_rpn_loc": 0.0020209013109706575, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440832783933729, "total_loss": 0.052590884251003445}
{"data_time": 0.0035607917234301567, "eta_seconds": 23561.44897094369, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39141414141414144, "fast_rcnn/fg_cls_accuracy": 0.5868140868140868, "iteration": 196219, "loss_box_reg": 0.007179207750596106, "loss_cls": 0.0423053870908916, "loss_rpn_cls": 0.0005358402704587206, "loss_rpn_loc": 0.0016698994768375997, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5408825338818133, "total_loss": 0.05241314167278688}
{"data_time": 0.0051898895762860775, "eta_seconds": 23548.746752357343, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.30340557275541796, "fast_rcnn/fg_cls_accuracy": 0.6965944272445821, "iteration": 196239, "loss_box_reg": 0.006564502531546168, "loss_cls": 0.04377813765313476, "loss_rpn_cls": 0.0006904782686660837, "loss_rpn_loc": 0.0022994776682025986, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5401536715216935, "total_loss": 0.053276197277568826}
{"data_time": 0.0037773887161165476, "eta_seconds": 23546.809281132184, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.37609511889862324, "fast_rcnn/fg_cls_accuracy": 0.6239048811013768, "iteration": 196259, "loss_box_reg": 0.007438275817548856, "loss_cls": 0.04371646145591512, "loss_rpn_cls": 0.0006191301058606768, "loss_rpn_loc": 0.0020113909922656603, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379295200109482, "total_loss": 0.0534722752018979}
{"data_time": 0.003927877172827721, "eta_seconds": 23527.22188157984, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45346320346320346, "fast_rcnn/fg_cls_accuracy": 0.5465367965367965, "iteration": 196279, "loss_box_reg": 0.007239314349135384, "loss_cls": 0.044541611918248236, "loss_rpn_cls": 0.0011948994764736653, "loss_rpn_loc": 0.0019309588460600935, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5347266874741763, "total_loss": 0.054956510653937585}
{"data_time": 0.004141306970268488, "eta_seconds": 23516.45944619109, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.23700623700623702, "fast_rcnn/fg_cls_accuracy": 0.6773255813953488, "iteration": 196299, "loss_box_reg": 0.007014469796558842, "loss_cls": 0.042261413182131946, "loss_rpn_cls": 0.0008371141390171033, "loss_rpn_loc": 0.002216369193774881, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5363431335426867, "total_loss": 0.05302944259756259}
{"data_time": 0.004008416552096605, "eta_seconds": 23519.631732204696, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2247596153846154, "fast_rcnn/fg_cls_accuracy": 0.7634032634032635, "iteration": 196319, "loss_box_reg": 0.006953053845791146, "loss_cls": 0.04173628683201969, "loss_rpn_cls": 0.0011118600282316038, "loss_rpn_loc": 0.0023789496135577792, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5434456698130816, "total_loss": 0.05202931523842835}
{"data_time": 0.004265317693352699, "eta_seconds": 23508.86291659507, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5375234521575984, "fast_rcnn/fg_cls_accuracy": 0.46247654784240155, "iteration": 196339, "loss_box_reg": 0.006369950744556263, "loss_cls": 0.04235159244854003, "loss_rpn_cls": 0.00043851124121374596, "loss_rpn_loc": 0.0016823348123580217, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5305867050774395, "total_loss": 0.052967547514526814}
{"data_time": 0.003902121912688017, "eta_seconds": 23501.027316725347, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32016129032258067, "fast_rcnn/fg_cls_accuracy": 0.6774193548387097, "iteration": 196359, "loss_box_reg": 0.0064980827155523, "loss_cls": 0.041421217436436564, "loss_rpn_cls": 0.0006391901169422454, "loss_rpn_loc": 0.0017884291482914705, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5393459065817297, "total_loss": 0.052459403338900756}
{"data_time": 0.004542277427390218, "eta_seconds": 23475.179065087344, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3923444976076555, "fast_rcnn/fg_cls_accuracy": 0.6076555023923444, "iteration": 196379, "loss_box_reg": 0.008043584588449448, "loss_cls": 0.038998600910417736, "loss_rpn_cls": 0.0011814569654688967, "loss_rpn_loc": 0.0016959787517407676, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5345899392850697, "total_loss": 0.05098845762159954}
{"data_time": 0.004376871045678854, "eta_seconds": 23466.570505933836, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38149688149688155, "fast_rcnn/fg_cls_accuracy": 0.6185031185031185, "iteration": 196399, "loss_box_reg": 0.007607136794831604, "loss_cls": 0.044716509291902184, "loss_rpn_cls": 0.0012126880467917545, "loss_rpn_loc": 0.0030747951204830315, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5405867390800267, "total_loss": 0.056050701412004855}
{"data_time": 0.004153614863753319, "eta_seconds": 23453.652571824845, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17509578544061305, "fast_rcnn/fg_cls_accuracy": 0.8158730158730159, "iteration": 196419, "loss_box_reg": 0.007073711545672268, "loss_cls": 0.041999860608484596, "loss_rpn_cls": 0.000799048268291358, "loss_rpn_loc": 0.002190383311244659, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5343367063906044, "total_loss": 0.052505627020309475}
{"data_time": 0.004238702356815338, "eta_seconds": 23455.018838546937, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.272212543554007, "fast_rcnn/fg_cls_accuracy": 0.7233231707317074, "iteration": 196439, "loss_box_reg": 0.006876983679831028, "loss_cls": 0.04316132055828348, "loss_rpn_cls": 0.0005830194124882837, "loss_rpn_loc": 0.0015581340394419385, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405838047154248, "total_loss": 0.052706036885552976}
{"data_time": 0.003651314415037632, "eta_seconds": 23439.144576250575, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.27554179566563464, "fast_rcnn/fg_cls_accuracy": 0.7244582043343653, "iteration": 196459, "loss_box_reg": 0.00721609425090719, "loss_cls": 0.042979823803761974, "loss_rpn_cls": 0.0011530709541602846, "loss_rpn_loc": 0.0014955036331230076, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5366587229073048, "total_loss": 0.053384353654791994}
{"data_time": 0.004949080292135477, "eta_seconds": 23412.202964697964, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.26944444444444443, "fast_rcnn/fg_cls_accuracy": 0.7305555555555556, "iteration": 196479, "loss_box_reg": 0.00666114613704849, "loss_cls": 0.03906984708737582, "loss_rpn_cls": 0.0005674604984164944, "loss_rpn_loc": 0.0022488705599243985, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5366346230730414, "total_loss": 0.04935623880507478}
{"data_time": 0.003948249388486147, "eta_seconds": 23408.835092303576, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3935483870967742, "fast_rcnn/fg_cls_accuracy": 0.5934782608695652, "iteration": 196499, "loss_box_reg": 0.007674822380067781, "loss_cls": 0.04053696629125625, "loss_rpn_cls": 0.0007122506208361301, "loss_rpn_loc": 0.0019520574569469318, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5428738393820822, "total_loss": 0.05338651189913435}
{"data_time": 0.004022281151264906, "eta_seconds": 23401.985095949844, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4578804347826087, "fast_rcnn/fg_cls_accuracy": 0.5421195652173914, "iteration": 196519, "loss_box_reg": 0.006766555874492042, "loss_cls": 0.04300574061926454, "loss_rpn_cls": 0.0008562818843529385, "loss_rpn_loc": 0.0018957868160214275, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539372265804559, "total_loss": 0.05490425405287169}
{"data_time": 0.0043986826203763485, "eta_seconds": 23389.073092037346, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5846828609986505, "fast_rcnn/fg_cls_accuracy": 0.41531713900134953, "iteration": 196539, "loss_box_reg": 0.007119188303477131, "loss_cls": 0.04372360752313398, "loss_rpn_cls": 0.0008701328733593527, "loss_rpn_loc": 0.0019260287954239175, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.546696420526132, "total_loss": 0.05304536359813028}
{"data_time": 0.003932161256670952, "eta_seconds": 23376.547786137322, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5060908084163898, "fast_rcnn/fg_cls_accuracy": 0.4939091915836102, "iteration": 196559, "loss_box_reg": 0.00696449913084507, "loss_cls": 0.04344795097131282, "loss_rpn_cls": 0.0008956831932778186, "loss_rpn_loc": 0.001967678745131707, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360846270341426, "total_loss": 0.05483960771704233}
{"data_time": 0.0037281515542417765, "eta_seconds": 23358.407778547145, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.13664596273291924, "fast_rcnn/fg_cls_accuracy": 0.8410714285714285, "iteration": 196579, "loss_box_reg": 0.006965575841604732, "loss_cls": 0.042116858618101105, "loss_rpn_cls": 0.0007716218092923555, "loss_rpn_loc": 0.00175241279976035, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5326987614389509, "total_loss": 0.05165714374913932}
{"data_time": 0.004315129481256008, "eta_seconds": 23341.32188836718, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43305144467935164, "fast_rcnn/fg_cls_accuracy": 0.5528792912513842, "iteration": 196599, "loss_box_reg": 0.006835699256043881, "loss_cls": 0.042730818036943674, "loss_rpn_cls": 0.0005431690744899242, "loss_rpn_loc": 0.0016893365373107372, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5376446659211069, "total_loss": 0.05194177091959773}
{"data_time": 0.0045018859673291445, "eta_seconds": 23325.47319240682, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 196619, "loss_box_reg": 0.007026332430541515, "loss_cls": 0.04023427682113834, "loss_rpn_cls": 0.0008831878077444344, "loss_rpn_loc": 0.0018095645082212286, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378692757803947, "total_loss": 0.05311499251774876}
{"data_time": 0.003940836526453495, "eta_seconds": 23326.130666856654, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.38687258687258685, "fast_rcnn/fg_cls_accuracy": 0.6131274131274131, "iteration": 196639, "loss_box_reg": 0.007037524250335991, "loss_cls": 0.04519698244985193, "loss_rpn_cls": 0.0005325646578171472, "loss_rpn_loc": 0.0020331781743152533, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5403399649076164, "total_loss": 0.053567435538639074}
{"data_time": 0.004275662591680884, "eta_seconds": 23315.37162962649, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.35805860805860806, "fast_rcnn/fg_cls_accuracy": 0.641941391941392, "iteration": 196659, "loss_box_reg": 0.006822911149356514, "loss_cls": 0.042383498046547174, "loss_rpn_cls": 0.0011991536883897425, "loss_rpn_loc": 0.0022767374794057105, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398892643861473, "total_loss": 0.05359875511135215}
{"data_time": 0.0041977104265242815, "eta_seconds": 23304.612592396326, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.319078947368421, "fast_rcnn/fg_cls_accuracy": 0.680921052631579, "iteration": 196679, "loss_box_reg": 0.007991691905772313, "loss_cls": 0.04307257043546997, "loss_rpn_cls": 0.0005584288642239699, "loss_rpn_loc": 0.002282411565829534, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367599595338106, "total_loss": 0.05369360122587352}
{"data_time": 0.0045546586625278, "eta_seconds": 23297.022799147526, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3896551724137931, "fast_rcnn/fg_cls_accuracy": 0.6103448275862069, "iteration": 196699, "loss_box_reg": 0.007557611213997006, "loss_cls": 0.041235042619518936, "loss_rpn_cls": 0.000884786507143076, "loss_rpn_loc": 0.0020651702216127887, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5452507883310318, "total_loss": 0.050982120362618844}
{"data_time": 0.0039572876412421465, "eta_seconds": 23293.042955752462, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4691666666666666, "fast_rcnn/fg_cls_accuracy": 0.5024242424242424, "iteration": 196719, "loss_box_reg": 0.0077161094231996685, "loss_cls": 0.04132106059114449, "loss_rpn_cls": 0.0006319448993963306, "loss_rpn_loc": 0.001992923171201255, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539403002243489, "total_loss": 0.05216279258490886}
{"data_time": 0.004021327709779143, "eta_seconds": 23295.767881574342, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21651785714285715, "fast_rcnn/fg_cls_accuracy": 0.7834821428571428, "iteration": 196739, "loss_box_reg": 0.007175605220254511, "loss_cls": 0.04245368798729032, "loss_rpn_cls": 0.0007079648950707451, "loss_rpn_loc": 0.0024103900577756576, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5408376511186361, "total_loss": 0.05367585381969775}
{"data_time": 0.004328170558437705, "eta_seconds": 23272.81427598186, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3530950305143854, "fast_rcnn/fg_cls_accuracy": 0.6469049694856146, "iteration": 196759, "loss_box_reg": 0.007266136264661327, "loss_cls": 0.0411592002492398, "loss_rpn_cls": 0.0008674743793051221, "loss_rpn_loc": 0.002178412669309182, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385121922008693, "total_loss": 0.05346348484587793}
{"data_time": 0.004321950720623136, "eta_seconds": 23274.228141039843, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2952380952380952, "fast_rcnn/fg_cls_accuracy": 0.7047619047619047, "iteration": 196779, "loss_box_reg": 0.00704081600997597, "loss_cls": 0.043564019026234746, "loss_rpn_cls": 0.0010922380433839862, "loss_rpn_loc": 0.0019456074987829197, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433984713163227, "total_loss": 0.054291704883894454}
{"data_time": 0.003855807241052389, "eta_seconds": 23248.45610385295, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38760964912280704, "fast_rcnn/fg_cls_accuracy": 0.6019736842105263, "iteration": 196799, "loss_box_reg": 0.00774207673384808, "loss_cls": 0.04252942756284028, "loss_rpn_cls": 0.0011631600612531656, "loss_rpn_loc": 0.001789697011190583, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5344892567954957, "total_loss": 0.05372606841842753}
{"data_time": 0.004493749933317304, "eta_seconds": 23235.575534335803, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.36397058823529416, "fast_rcnn/fg_cls_accuracy": 0.6360294117647058, "iteration": 196819, "loss_box_reg": 0.006800310336984694, "loss_cls": 0.039863878977485, "loss_rpn_cls": 0.0009495140799913315, "loss_rpn_loc": 0.0021120543988217833, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5370862274430692, "total_loss": 0.05040183845869706}
{"data_time": 0.004326741443946958, "eta_seconds": 23218.207937250612, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5202702702702703, "fast_rcnn/fg_cls_accuracy": 0.4797297297297297, "iteration": 196839, "loss_box_reg": 0.007233185169752687, "loss_cls": 0.043048312538303435, "loss_rpn_cls": 0.0011660739487524552, "loss_rpn_loc": 0.002536871557822451, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5357732190750539, "total_loss": 0.054533227700403586}
{"data_time": 0.0042093496304005384, "eta_seconds": 23207.449054028606, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2632850241545894, "fast_rcnn/fg_cls_accuracy": 0.6555183946488294, "iteration": 196859, "loss_box_reg": 0.00777402232051827, "loss_cls": 0.043146521085873246, "loss_rpn_cls": 0.0009723715039626768, "loss_rpn_loc": 0.0022613340443058405, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399441695772111, "total_loss": 0.05388465692396949}
{"data_time": 0.0039282916113734245, "eta_seconds": 23196.6901708066, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2766884531590414, "fast_rcnn/fg_cls_accuracy": 0.7233115468409586, "iteration": 196879, "loss_box_reg": 0.007597502670250833, "loss_cls": 0.04374084738083184, "loss_rpn_cls": 0.0011303442221901605, "loss_rpn_loc": 0.0021630833216477185, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5396521156653762, "total_loss": 0.05507872949829107}
{"data_time": 0.004803865449503064, "eta_seconds": 23192.527757703792, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.19945652173913042, "fast_rcnn/fg_cls_accuracy": 0.721415607985481, "iteration": 196899, "loss_box_reg": 0.007361831463640556, "loss_cls": 0.0413896951940842, "loss_rpn_cls": 0.0003858844422666152, "loss_rpn_loc": 0.0016017079578887206, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5412436248734593, "total_loss": 0.04922472852217652}
{"data_time": 0.004141196375712752, "eta_seconds": 23169.22394121671, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.28125, "fast_rcnn/fg_cls_accuracy": 0.71875, "iteration": 196919, "loss_box_reg": 0.007460326160071418, "loss_cls": 0.04018010734580457, "loss_rpn_cls": 0.0005729046361011569, "loss_rpn_loc": 0.001868301887952839, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334066329523921, "total_loss": 0.051350727550470765}
{"data_time": 0.0042540698777884245, "eta_seconds": 23167.896786542842, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.528782894736842, "fast_rcnn/fg_cls_accuracy": 0.47121710526315785, "iteration": 196939, "loss_box_reg": 0.007220484112622216, "loss_cls": 0.04066863493062556, "loss_rpn_cls": 0.0005919191294196935, "loss_rpn_loc": 0.0016551289518247359, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5397591926157475, "total_loss": 0.04991587781205453}
{"data_time": 0.004301763605326414, "eta_seconds": 23162.352704009973, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3513056092843327, "fast_rcnn/fg_cls_accuracy": 0.6441489361702128, "iteration": 196959, "loss_box_reg": 0.007899537478806451, "loss_cls": 0.043688297912012786, "loss_rpn_cls": 0.0005834862017763953, "loss_rpn_loc": 0.0023134176335588563, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542231974657625, "total_loss": 0.05480785472593652}
{"data_time": 0.004220648435875773, "eta_seconds": 23151.5897790296, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.36897334089619965, "fast_rcnn/fg_cls_accuracy": 0.6310266591038003, "iteration": 196979, "loss_box_reg": 0.00792657196871005, "loss_cls": 0.042266401171218604, "loss_rpn_cls": 0.0005678210077348922, "loss_rpn_loc": 0.0022205534296517726, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391928348690271, "total_loss": 0.05491056530991045}
{"data_time": 0.00397672550752759, "eta_seconds": 23146.599414317636, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4142156862745098, "fast_rcnn/fg_cls_accuracy": 0.5791666666666666, "iteration": 196999, "loss_box_reg": 0.008131109032547101, "loss_cls": 0.04606275970581919, "loss_rpn_cls": 0.000747386798025218, "loss_rpn_loc": 0.001904365770315053, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5407141200266778, "total_loss": 0.056828852603246105}
{"data_time": 0.004029731964692473, "eta_seconds": 23135.83380448795, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3962406015037594, "fast_rcnn/fg_cls_accuracy": 0.6037593984962406, "iteration": 197019, "loss_box_reg": 0.0069444552646018565, "loss_cls": 0.0428143551107496, "loss_rpn_cls": 0.001318561594075618, "loss_rpn_loc": 0.0014686277936561964, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408611665479839, "total_loss": 0.05379325560716097}
{"data_time": 0.004589664516970515, "eta_seconds": 23117.573798695812, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35853658536585364, "fast_rcnn/fg_cls_accuracy": 0.6414634146341464, "iteration": 197039, "loss_box_reg": 0.006594798120204359, "loss_cls": 0.04230184783227742, "loss_rpn_cls": 0.001068075438752203, "loss_rpn_loc": 0.0018059760877804365, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.533586549339816, "total_loss": 0.05210895814241212}
{"data_time": 0.00418881606310606, "eta_seconds": 23106.811677796068, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1525096525096525, "fast_rcnn/fg_cls_accuracy": 0.8296332046332047, "iteration": 197059, "loss_box_reg": 0.007564921397715807, "loss_cls": 0.04250001581385732, "loss_rpn_cls": 0.001048756660310346, "loss_rpn_loc": 0.0019689964701683493, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537016756599769, "total_loss": 0.05292299021738245}
{"data_time": 0.0047551305033266544, "eta_seconds": 23097.77515412774, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.23268398268398266, "fast_rcnn/fg_cls_accuracy": 0.7559523809523809, "iteration": 197079, "loss_box_reg": 0.007733687772997655, "loss_cls": 0.04562115966109559, "loss_rpn_cls": 0.0009755926446359808, "loss_rpn_loc": 0.001665535459324019, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.54005556111224, "total_loss": 0.057926109001300574}
{"data_time": 0.003783069085329771, "eta_seconds": 23078.34245536453, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38585858585858585, "fast_rcnn/fg_cls_accuracy": 0.6141414141414141, "iteration": 197099, "loss_box_reg": 0.007220973071525805, "loss_cls": 0.04155735741369426, "loss_rpn_cls": 0.0006394324990424138, "loss_rpn_loc": 0.0018873859044106212, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5312735994812101, "total_loss": 0.053026423723224525}
{"data_time": 0.004294820828363299, "eta_seconds": 23056.908587890444, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38608374384236455, "fast_rcnn/fg_cls_accuracy": 0.6139162561576355, "iteration": 197119, "loss_box_reg": 0.008071426243986934, "loss_cls": 0.04228702234104276, "loss_rpn_cls": 0.00048635116127115907, "loss_rpn_loc": 0.0015082732243172359, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355392780620605, "total_loss": 0.053601314075592654}
{"data_time": 0.003856500145047903, "eta_seconds": 23059.901992442552, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.41413662239089183, "fast_rcnn/fg_cls_accuracy": 0.5858633776091082, "iteration": 197139, "loss_box_reg": 0.007128227676730603, "loss_cls": 0.04227372581954114, "loss_rpn_cls": 0.0007525329607460662, "loss_rpn_loc": 0.0018429403280606493, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348560924176127, "total_loss": 0.05230071467565267}
{"data_time": 0.004206846933811903, "eta_seconds": 23035.400779221905, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3391077361177029, "fast_rcnn/fg_cls_accuracy": 0.6608922638822972, "iteration": 197159, "loss_box_reg": 0.007482792760129087, "loss_cls": 0.0438161256024614, "loss_rpn_cls": 0.000862373465224664, "loss_rpn_loc": 0.0018145211579394527, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367790327873081, "total_loss": 0.05496731234120489}
{"data_time": 0.004269537050276995, "eta_seconds": 23042.2389523976, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.295959595959596, "fast_rcnn/fg_cls_accuracy": 0.6772093023255814, "iteration": 197179, "loss_box_reg": 0.006774697932996787, "loss_cls": 0.03948198282159865, "loss_rpn_cls": 0.0007924745856371374, "loss_rpn_loc": 0.0024638995491841342, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5475284955464303, "total_loss": 0.050385780227543364}
{"data_time": 0.00406307727098465, "eta_seconds": 23012.282524576178, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24932065217391303, "fast_rcnn/fg_cls_accuracy": 0.7506793478260869, "iteration": 197199, "loss_box_reg": 0.006911468895850703, "loss_cls": 0.04180892976000905, "loss_rpn_cls": 0.0006183494987794802, "loss_rpn_loc": 0.0022197793805389665, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5312078855931759, "total_loss": 0.05232038333440414}
{"data_time": 0.0044612588826566935, "eta_seconds": 22993.823454947444, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38928571428571423, "fast_rcnn/fg_cls_accuracy": 0.6107142857142858, "iteration": 197219, "loss_box_reg": 0.007231680225231685, "loss_cls": 0.044124140054918826, "loss_rpn_cls": 0.000602187295044132, "loss_rpn_loc": 0.0019862849621858913, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5336571903899312, "total_loss": 0.05433368514900394}
{"data_time": 0.003882522461935878, "eta_seconds": 22986.813246663893, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6302083333333333, "iteration": 197239, "loss_box_reg": 0.008378725324291736, "loss_cls": 0.04033980082022026, "loss_rpn_cls": 0.0008419049013923541, "loss_rpn_loc": 0.0022973920131335035, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5408778758719563, "total_loss": 0.05283496606693916}
{"data_time": 0.004104346502572298, "eta_seconds": 22976.061948403018, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.49047619047619045, "fast_rcnn/fg_cls_accuracy": 0.5095238095238095, "iteration": 197259, "loss_box_reg": 0.006541136011946946, "loss_cls": 0.0410314466280397, "loss_rpn_cls": 0.0015492608840759203, "loss_rpn_loc": 0.0022195069541339763, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5369021911174059, "total_loss": 0.05167908387602438}
{"data_time": 0.00425718305632472, "eta_seconds": 22969.269917348167, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38283699059561127, "fast_rcnn/fg_cls_accuracy": 0.6171630094043887, "iteration": 197279, "loss_box_reg": 0.007356207177508622, "loss_cls": 0.04431995694176294, "loss_rpn_cls": 0.0005681872171408031, "loss_rpn_loc": 0.0020226929591444787, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378837140742689, "total_loss": 0.054939195470069535}
{"data_time": 0.0041746029164642096, "eta_seconds": 22952.62928181095, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26525096525096525, "fast_rcnn/fg_cls_accuracy": 0.6553571428571429, "iteration": 197299, "loss_box_reg": 0.006836016371380538, "loss_cls": 0.04078364325687289, "loss_rpn_cls": 0.0005614010441945538, "loss_rpn_loc": 0.0018201612620032392, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349393906071782, "total_loss": 0.051238890461348774}
{"data_time": 0.0039047272875905037, "eta_seconds": 22926.39237371972, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4602787456445993, "fast_rcnn/fg_cls_accuracy": 0.5314505776636713, "iteration": 197319, "loss_box_reg": 0.0073919075657613575, "loss_cls": 0.04129000339889899, "loss_rpn_cls": 0.0011534917434801173, "loss_rpn_loc": 0.002259834662254434, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5362237300723791, "total_loss": 0.051979603240170036}
{"data_time": 0.004166117636486888, "eta_seconds": 22922.44372027833, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.4121212121212121, "fast_rcnn/fg_cls_accuracy": 0.5878787878787879, "iteration": 197339, "loss_box_reg": 0.00730547982675489, "loss_cls": 0.04531986275105737, "loss_rpn_cls": 0.0005199139851441714, "loss_rpn_loc": 0.0019891273132088827, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419659917242825, "total_loss": 0.054442433490294206}
{"data_time": 0.004702235339209437, "eta_seconds": 22906.253614415647, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.15476190476190477, "fast_rcnn/fg_cls_accuracy": 0.8003663003663004, "iteration": 197359, "loss_box_reg": 0.006546198332216591, "loss_cls": 0.04051192378392443, "loss_rpn_cls": 0.0006890238347523336, "loss_rpn_loc": 0.0018567875486041885, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369618078693748, "total_loss": 0.05008851724676333}
{"data_time": 0.0036204790230840445, "eta_seconds": 22907.827060454758, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4377659574468085, "fast_rcnn/fg_cls_accuracy": 0.49868421052631584, "iteration": 197379, "loss_box_reg": 0.006973674549954012, "loss_cls": 0.041607837891206145, "loss_rpn_cls": 0.001267698457354527, "loss_rpn_loc": 0.002143373749277089, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5364505534525961, "total_loss": 0.05212715130187462}
{"data_time": 0.003786511020734906, "eta_seconds": 22887.838141861837, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4139402560455192, "fast_rcnn/fg_cls_accuracy": 0.5860597439544808, "iteration": 197399, "loss_box_reg": 0.006075759112718515, "loss_cls": 0.038895985402632505, "loss_rpn_cls": 0.0004972199384383202, "loss_rpn_loc": 0.0026414867570565548, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5339040781836957, "total_loss": 0.04891485111733118}
{"data_time": 0.003704103408381343, "eta_seconds": 22877.092930180486, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2948717948717948, "fast_rcnn/fg_cls_accuracy": 0.6083333333333334, "iteration": 197419, "loss_box_reg": 0.0074461559124756604, "loss_cls": 0.043175990344025195, "loss_rpn_cls": 0.0007848535875041307, "loss_rpn_loc": 0.0019358690551598556, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5328794338274747, "total_loss": 0.05412107759769924}
{"data_time": 0.003516850061714649, "eta_seconds": 22866.347718499135, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41331923890063427, "fast_rcnn/fg_cls_accuracy": 0.5705996131528046, "iteration": 197439, "loss_box_reg": 0.007376087785814889, "loss_cls": 0.04008798842551187, "loss_rpn_cls": 0.00048671058675608947, "loss_rpn_loc": 0.0017805304159992374, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5410358600784093, "total_loss": 0.0491779573956137}
{"data_time": 0.00457161758095026, "eta_seconds": 22869.544799253577, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.43548387096774194, "fast_rcnn/fg_cls_accuracy": 0.564516129032258, "iteration": 197459, "loss_box_reg": 0.007521144114434719, "loss_cls": 0.04334599990397692, "loss_rpn_cls": 0.000771606962871374, "loss_rpn_loc": 0.001925025799209834, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5418120385147631, "total_loss": 0.054913455118253296}
{"data_time": 0.003493573283776641, "eta_seconds": 22871.005770817166, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25098347757671124, "fast_rcnn/fg_cls_accuracy": 0.7275132275132274, "iteration": 197479, "loss_box_reg": 0.0073559817392379045, "loss_cls": 0.04419188154861331, "loss_rpn_cls": 0.0007863954633648973, "loss_rpn_loc": 0.0020733354358526412, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5438500875607133, "total_loss": 0.05786110144151735}
{"data_time": 0.00407042377628386, "eta_seconds": 22862.318445591023, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.16387959866220736, "fast_rcnn/fg_cls_accuracy": 0.8361204013377926, "iteration": 197499, "loss_box_reg": 0.006631425363593735, "loss_cls": 0.03928887497750111, "loss_rpn_cls": 0.001400490316655123, "loss_rpn_loc": 0.0026854836869460996, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5435711869504303, "total_loss": 0.051562113167079815}
{"data_time": 0.00411500153131783, "eta_seconds": 22843.71390252118, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19055944055944057, "fast_rcnn/fg_cls_accuracy": 0.6871657754010696, "iteration": 197519, "loss_box_reg": 0.006495776848169044, "loss_cls": 0.04463020584080368, "loss_rpn_cls": 0.0009974873968303655, "loss_rpn_loc": 0.0019629465887192055, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5328329678159207, "total_loss": 0.055470083710872586}
{"data_time": 0.004318680614233017, "eta_seconds": 22840.801475688582, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32105263157894737, "fast_rcnn/fg_cls_accuracy": 0.6789473684210526, "iteration": 197539, "loss_box_reg": 0.007861154095735401, "loss_cls": 0.042594293801812455, "loss_rpn_cls": 0.0007401839646945518, "loss_rpn_loc": 0.0023746833903715014, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5441531029064208, "total_loss": 0.05406885882314327}
{"data_time": 0.004188267979770899, "eta_seconds": 22835.11421995517, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.25265957446808507, "fast_rcnn/fg_cls_accuracy": 0.7473404255319149, "iteration": 197559, "loss_box_reg": 0.006495807407191023, "loss_cls": 0.04049064454738982, "loss_rpn_cls": 0.0008835051887530199, "loss_rpn_loc": 0.001734381938149454, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5435668788850307, "total_loss": 0.05107243896748059}
{"data_time": 0.004710278008133173, "eta_seconds": 22832.130176240345, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35912698412698413, "fast_rcnn/fg_cls_accuracy": 0.6361111111111111, "iteration": 197579, "loss_box_reg": 0.0068933025759179145, "loss_cls": 0.04364163044374436, "loss_rpn_cls": 0.0012877165277132008, "loss_rpn_loc": 0.0023648977530683624, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5382320396602154, "total_loss": 0.053307172552933935}
{"data_time": 0.004196635913103819, "eta_seconds": 22831.546286415774, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2751196172248804, "fast_rcnn/fg_cls_accuracy": 0.7021531100478469, "iteration": 197599, "loss_box_reg": 0.0066507741721579805, "loss_cls": 0.041543293511494994, "loss_rpn_cls": 0.0008149804421577755, "loss_rpn_loc": 0.001770924829543219, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428576015401632, "total_loss": 0.052205368727186396}
{"data_time": 0.004078811267390847, "eta_seconds": 22820.15759360511, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.33403805496828753, "fast_rcnn/fg_cls_accuracy": 0.6659619450317125, "iteration": 197619, "loss_box_reg": 0.006932490592589602, "loss_cls": 0.04190859087975696, "loss_rpn_cls": 0.0004640582656065817, "loss_rpn_loc": 0.0019194024389435071, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5329669769853354, "total_loss": 0.05218288985986419}
{"data_time": 0.00461756344884634, "eta_seconds": 22804.754253335064, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.34502262443438914, "fast_rcnn/fg_cls_accuracy": 0.6549773755656109, "iteration": 197639, "loss_box_reg": 0.007462191249942407, "loss_cls": 0.04033345344942063, "loss_rpn_cls": 0.0007682843726684041, "loss_rpn_loc": 0.0021352951080189086, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345881327521056, "total_loss": 0.05030057933751664}
{"data_time": 0.003897621762007475, "eta_seconds": 22784.716632065363, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.39454545454545453, "fast_rcnn/fg_cls_accuracy": 0.6054545454545455, "iteration": 197659, "loss_box_reg": 0.007097847352270037, "loss_cls": 0.04306552233174443, "loss_rpn_cls": 0.0005881647477110619, "loss_rpn_loc": 0.0017748256505001336, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.532727531157434, "total_loss": 0.05332319050648948}
{"data_time": 0.0036261628847569227, "eta_seconds": 22770.548971577547, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.38997695852534564, "fast_rcnn/fg_cls_accuracy": 0.5938940092165899, "iteration": 197679, "loss_box_reg": 0.006491731415735558, "loss_cls": 0.04189905372913927, "loss_rpn_cls": 0.000988696430113123, "loss_rpn_loc": 0.0016563775589020224, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5327823725529015, "total_loss": 0.05443332797722178}
{"data_time": 0.004359023878350854, "eta_seconds": 22756.493764432846, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4833333333333333, "fast_rcnn/fg_cls_accuracy": 0.5166666666666667, "iteration": 197699, "loss_box_reg": 0.007328183884965256, "loss_cls": 0.040332538075745106, "loss_rpn_cls": 0.000429768554340626, "loss_rpn_loc": 0.0015587932102789637, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5371791254729033, "total_loss": 0.052128924271855226}
{"data_time": 0.003764011664316058, "eta_seconds": 22745.7344472704, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.41944444444444445, "fast_rcnn/fg_cls_accuracy": 0.5666666666666667, "iteration": 197719, "loss_box_reg": 0.00737840126384981, "loss_cls": 0.040505725861294195, "loss_rpn_cls": 0.0005626417685107299, "loss_rpn_loc": 0.0021948854118818417, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5420975971501321, "total_loss": 0.05242038443805086}
{"data_time": 0.0038734942208975554, "eta_seconds": 22725.411201112205, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38799283154121866, "fast_rcnn/fg_cls_accuracy": 0.6120071684587813, "iteration": 197739, "loss_box_reg": 0.006908285518875346, "loss_cls": 0.04369593330193311, "loss_rpn_cls": 0.0006048967801461913, "loss_rpn_loc": 0.0016264966261587688, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346161904744804, "total_loss": 0.05411392161659023}
{"data_time": 0.0041562269907444715, "eta_seconds": 22720.130846020067, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23248053392658508, "fast_rcnn/fg_cls_accuracy": 0.7502780867630701, "iteration": 197759, "loss_box_reg": 0.008346848946530372, "loss_cls": 0.03958373930072412, "loss_rpn_cls": 0.0006985184850236692, "loss_rpn_loc": 0.001896456400572788, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5490055931732059, "total_loss": 0.05172959602339233}
{"data_time": 0.0038547255098819733, "eta_seconds": 22703.877328261267, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3926218708827405, "fast_rcnn/fg_cls_accuracy": 0.5922266139657444, "iteration": 197779, "loss_box_reg": 0.007039228963549249, "loss_cls": 0.042540740105323493, "loss_rpn_cls": 0.0009299827993345389, "loss_rpn_loc": 0.0017624873516979278, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333384841214865, "total_loss": 0.05208731217123841}
{"data_time": 0.004425048828125, "eta_seconds": 22698.616079943487, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4530791788856305, "fast_rcnn/fg_cls_accuracy": 0.5233695652173913, "iteration": 197799, "loss_box_reg": 0.007241004233947024, "loss_cls": 0.04322226590011269, "loss_rpn_cls": 0.0008730041665216959, "loss_rpn_loc": 0.002106705995174707, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405356369446963, "total_loss": 0.052431762646506286}
{"data_time": 0.003930761478841305, "eta_seconds": 22687.858696905198, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2587121212121212, "fast_rcnn/fg_cls_accuracy": 0.725, "iteration": 197819, "loss_box_reg": 0.007048643703456037, "loss_cls": 0.04220277536660433, "loss_rpn_cls": 0.0004760071381326725, "loss_rpn_loc": 0.0016367057942261454, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5357010771986097, "total_loss": 0.05313787290390337}
{"data_time": 0.004354331875219941, "eta_seconds": 22679.56633268157, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4255062680810029, "fast_rcnn/fg_cls_accuracy": 0.5450819672131147, "iteration": 197839, "loss_box_reg": 0.006825064308941364, "loss_cls": 0.03911357233300805, "loss_rpn_cls": 0.00036835928506206983, "loss_rpn_loc": 0.0019182107243977953, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5362922586500645, "total_loss": 0.05079792156095664}
{"data_time": 0.004044355126097798, "eta_seconds": 22664.466547247954, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3979885057471264, "fast_rcnn/fg_cls_accuracy": 0.6020114942528736, "iteration": 197859, "loss_box_reg": 0.007253534626215696, "loss_cls": 0.042853865888901055, "loss_rpn_cls": 0.0007131255670174141, "loss_rpn_loc": 0.0021693910675821826, "lr": 0.001, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5364218365866691, "total_loss": 0.0544271922885855}
{"data_time": 0.0039922024589031935, "eta_seconds": 22650.10343060782, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3416666666666667, "fast_rcnn/fg_cls_accuracy": 0.6583333333333333, "iteration": 197879, "loss_box_reg": 0.006770814914489165, "loss_cls": 0.04206040609278716, "loss_rpn_cls": 0.0005600252515591819, "loss_rpn_loc": 0.0019157816077495227, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5308888074941933, "total_loss": 0.054164980092480164}
{"data_time": 0.004222512012347579, "eta_seconds": 22625.791075018, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33016304347826086, "fast_rcnn/fg_cls_accuracy": 0.6118012422360248, "iteration": 197899, "loss_box_reg": 0.0069591079954989254, "loss_cls": 0.04488548799417913, "loss_rpn_cls": 0.00048114647501051877, "loss_rpn_loc": 0.0018916803364845691, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5349556070286781, "total_loss": 0.05529598354189602}
{"data_time": 0.004658353049308062, "eta_seconds": 22622.050358489854, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4313858695652174, "fast_rcnn/fg_cls_accuracy": 0.5686141304347826, "iteration": 197919, "loss_box_reg": 0.007458841428160667, "loss_cls": 0.03968707675812766, "loss_rpn_cls": 0.0007037464099539648, "loss_rpn_loc": 0.002011833088545245, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358561824541539, "total_loss": 0.05062871584181039}
{"data_time": 0.004363808780908585, "eta_seconds": 22597.71742646536, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.484375, "fast_rcnn/fg_cls_accuracy": 0.515625, "iteration": 197939, "loss_box_reg": 0.006993165690801106, "loss_cls": 0.04420249967370182, "loss_rpn_cls": 0.0010808018453190016, "loss_rpn_loc": 0.0019445932994130999, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.541826662607491, "total_loss": 0.0545244995196299}
{"data_time": 0.004385064356029034, "eta_seconds": 22578.369278402533, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.37722298221614226, "fast_rcnn/fg_cls_accuracy": 0.6227770177838577, "iteration": 197959, "loss_box_reg": 0.006960367652936839, "loss_cls": 0.042501775023993105, "loss_rpn_cls": 0.0008557157402719895, "loss_rpn_loc": 0.0018833615322364494, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5222804804798216, "total_loss": 0.05303982892661452}
{"data_time": 0.004435396986082196, "eta_seconds": 22559.9598016839, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3255050505050505, "fast_rcnn/fg_cls_accuracy": 0.6361757105943153, "iteration": 197979, "loss_box_reg": 0.007934030873002484, "loss_cls": 0.04253179469378665, "loss_rpn_cls": 0.0010897109634413482, "loss_rpn_loc": 0.001912268631713232, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5320117464289069, "total_loss": 0.054190896477052775}
{"data_time": 0.003663389477878809, "eta_seconds": 22546.2079089405, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36791890280262374, "fast_rcnn/fg_cls_accuracy": 0.6282051282051282, "iteration": 197999, "loss_box_reg": 0.006844199204351753, "loss_cls": 0.0405754178063944, "loss_rpn_cls": 0.0008761650291830847, "loss_rpn_loc": 0.001992743338632863, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351008840370923, "total_loss": 0.051236028453615745}
{"data_time": 0.004608843009918928, "eta_seconds": 22536.986447709613, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3873170731707317, "fast_rcnn/fg_cls_accuracy": 0.5830055074744296, "iteration": 198019, "loss_box_reg": 0.006745813851011917, "loss_cls": 0.042552127852104604, "loss_rpn_cls": 0.000817182909145231, "loss_rpn_loc": 0.0017630009988351958, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404642601497471, "total_loss": 0.052364807206004116}
{"data_time": 0.004233706509694457, "eta_seconds": 22532.7412403184, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.46153846153846156, "fast_rcnn/fg_cls_accuracy": 0.5384615384615384, "iteration": 198039, "loss_box_reg": 0.007993137201992795, "loss_cls": 0.04489054006990045, "loss_rpn_cls": 0.0008372571201107348, "loss_rpn_loc": 0.0017031343859343906, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5357451040763408, "total_loss": 0.05411707409371047}
{"data_time": 0.004021217348054051, "eta_seconds": 22525.65965038305, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3729946524064171, "fast_rcnn/fg_cls_accuracy": 0.5516806722689076, "iteration": 198059, "loss_box_reg": 0.007465946284355596, "loss_cls": 0.04425713827367872, "loss_rpn_cls": 0.0006055814902765633, "loss_rpn_loc": 0.002225242009444628, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.542096571996808, "total_loss": 0.055565955674808265}
{"data_time": 0.0038572917692363262, "eta_seconds": 22514.918056405615, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41439881246907473, "fast_rcnn/fg_cls_accuracy": 0.5856011875309253, "iteration": 198079, "loss_box_reg": 0.006908756215125322, "loss_cls": 0.04093326901784167, "loss_rpn_cls": 0.000492024190293705, "loss_rpn_loc": 0.0017391383098583901, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5342970455531031, "total_loss": 0.05027241898125112}
{"data_time": 0.0037894349079579115, "eta_seconds": 22518.3076847184, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.18155111633372503, "fast_rcnn/fg_cls_accuracy": 0.7720720720720721, "iteration": 198099, "loss_box_reg": 0.00751979359483812, "loss_cls": 0.040718781761825085, "loss_rpn_cls": 0.0007478483711054196, "loss_rpn_loc": 0.0022075923334341496, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5384768075309694, "total_loss": 0.05272741277815385}
{"data_time": 0.004008384654298425, "eta_seconds": 22501.49907496292, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3236486486486486, "fast_rcnn/fg_cls_accuracy": 0.6763513513513514, "iteration": 198119, "loss_box_reg": 0.006652495154412463, "loss_cls": 0.041370015824213624, "loss_rpn_cls": 0.0009353873414283953, "loss_rpn_loc": 0.0017284956302319188, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5371757962275296, "total_loss": 0.05054684121375885}
{"data_time": 0.0037690165918320417, "eta_seconds": 22513.55274665286, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4352226720647773, "fast_rcnn/fg_cls_accuracy": 0.5647773279352226, "iteration": 198139, "loss_box_reg": 0.0078820081835147, "loss_cls": 0.04331416659988463, "loss_rpn_cls": 0.0005917217259820973, "loss_rpn_loc": 0.0024890686981962062, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5473331166431308, "total_loss": 0.05479534325354507}
{"data_time": 0.004145006649196148, "eta_seconds": 22502.9704278633, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4222222222222222, "fast_rcnn/fg_cls_accuracy": 0.5777777777777777, "iteration": 198159, "loss_box_reg": 0.007611797424033284, "loss_cls": 0.04285074572544545, "loss_rpn_cls": 0.0005219538435881077, "loss_rpn_loc": 0.0016321563080055057, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5415231825318187, "total_loss": 0.05241816545350275}
{"data_time": 0.003945155069231987, "eta_seconds": 22492.04007113469, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.504319105691057, "fast_rcnn/fg_cls_accuracy": 0.49568089430894313, "iteration": 198179, "loss_box_reg": 0.006716919262544252, "loss_cls": 0.04316742182709277, "loss_rpn_cls": 0.0007573986816851175, "loss_rpn_loc": 0.0019077825272688642, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401066103950143, "total_loss": 0.05269238615494487}
{"data_time": 0.003639139933511615, "eta_seconds": 22481.45758598298, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3129274965800274, "fast_rcnn/fg_cls_accuracy": 0.6715686274509804, "iteration": 198199, "loss_box_reg": 0.007240136284963228, "loss_cls": 0.04129073995864019, "loss_rpn_cls": 0.0005358549761069753, "loss_rpn_loc": 0.0016757326302467845, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354114300571382, "total_loss": 0.05152481840286782}
{"data_time": 0.004114889772608876, "eta_seconds": 22484.719016156858, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.452991452991453, "fast_rcnn/fg_cls_accuracy": 0.537037037037037, "iteration": 198219, "loss_box_reg": 0.007522685395088047, "loss_cls": 0.0440783875528723, "loss_rpn_cls": 0.000818382948409635, "loss_rpn_loc": 0.002380485449975822, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5410132410470396, "total_loss": 0.05499168638539231}
{"data_time": 0.004562464542686939, "eta_seconds": 22465.992201046785, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3025946704067321, "fast_rcnn/fg_cls_accuracy": 0.695852534562212, "iteration": 198239, "loss_box_reg": 0.007082666561473161, "loss_cls": 0.04048648022580892, "loss_rpn_cls": 0.0006753796311897986, "loss_rpn_loc": 0.0021538216024055146, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5434170193038881, "total_loss": 0.05063726878566399}
{"data_time": 0.004011216107755899, "eta_seconds": 22466.304800025886, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.42857142857142855, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 198259, "loss_box_reg": 0.006999238874414004, "loss_cls": 0.042482417658902705, "loss_rpn_cls": 0.0011209287442852656, "loss_rpn_loc": 0.0020732528737426037, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5424660067074001, "total_loss": 0.05497491091193751}
{"data_time": 0.004005000228062272, "eta_seconds": 22448.833808692172, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41104651162790695, "fast_rcnn/fg_cls_accuracy": 0.5182432432432433, "iteration": 198279, "loss_box_reg": 0.007452213583746925, "loss_cls": 0.041822509141638875, "loss_rpn_cls": 0.0006239600293724834, "loss_rpn_loc": 0.00225062567187706, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5333028119057417, "total_loss": 0.051957308682631265}
{"data_time": 0.0040724934078752995, "eta_seconds": 22442.42345564207, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19148936170212766, "fast_rcnn/fg_cls_accuracy": 0.7978723404255319, "iteration": 198299, "loss_box_reg": 0.0073437563551124185, "loss_cls": 0.04125050164293498, "loss_rpn_cls": 0.0006630845803101693, "loss_rpn_loc": 0.0018785895008477382, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.537239377386868, "total_loss": 0.05295582781172925}
{"data_time": 0.004014111589640379, "eta_seconds": 22431.659961502533, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4516994633273703, "fast_rcnn/fg_cls_accuracy": 0.5483005366726297, "iteration": 198319, "loss_box_reg": 0.006995692121563479, "loss_cls": 0.04032637446653098, "loss_rpn_cls": 0.0005800545204692753, "loss_rpn_loc": 0.0016390269411203917, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5321363750845194, "total_loss": 0.0509651852821662}
{"data_time": 0.00429392559453845, "eta_seconds": 22411.934308080934, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25757575757575757, "fast_rcnn/fg_cls_accuracy": 0.7285353535353536, "iteration": 198339, "loss_box_reg": 0.006842905044322833, "loss_cls": 0.04479489801451564, "loss_rpn_cls": 0.0006539155172049504, "loss_rpn_loc": 0.0016766753014962887, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5410869410261512, "total_loss": 0.05473143993413032}
{"data_time": 0.004555281018838286, "eta_seconds": 22404.76403556741, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.39553752535496955, "fast_rcnn/fg_cls_accuracy": 0.6044624746450304, "iteration": 198359, "loss_box_reg": 0.006904578345711343, "loss_cls": 0.04108359711244702, "loss_rpn_cls": 0.0008204168539407419, "loss_rpn_loc": 0.002139862741387333, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402087098918855, "total_loss": 0.05257011209914708}
{"data_time": 0.003940698923543096, "eta_seconds": 22401.717066718033, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5383928571428571, "fast_rcnn/fg_cls_accuracy": 0.43614130434782605, "iteration": 198379, "loss_box_reg": 0.0063073692144826055, "loss_cls": 0.04335251095471904, "loss_rpn_cls": 0.0007236841003646077, "loss_rpn_loc": 0.001995345239265589, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5425717623438686, "total_loss": 0.0536150084737983}
{"data_time": 0.0042379326187074184, "eta_seconds": 22388.605984944385, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4120050282840981, "fast_rcnn/fg_cls_accuracy": 0.587994971715902, "iteration": 198399, "loss_box_reg": 0.0076128579676151276, "loss_cls": 0.044833115418441594, "loss_rpn_cls": 0.0014880766020155534, "loss_rpn_loc": 0.0020415978196979268, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354867216665298, "total_loss": 0.056953539345954596}
{"data_time": 0.003724657231941819, "eta_seconds": 22383.50523684174, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.21921921921921922, "fast_rcnn/fg_cls_accuracy": 0.7509578544061303, "iteration": 198419, "loss_box_reg": 0.00703221105504781, "loss_cls": 0.041562936501577497, "loss_rpn_cls": 0.0010205433136434294, "loss_rpn_loc": 0.001780804497684585, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5421207088511437, "total_loss": 0.0499165267214039}
{"data_time": 0.004261209396645427, "eta_seconds": 22371.837104548467, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4174228675136116, "fast_rcnn/fg_cls_accuracy": 0.5825771324863884, "iteration": 198439, "loss_box_reg": 0.006991934584220871, "loss_cls": 0.04256564594106749, "loss_rpn_cls": 0.0008417894542276372, "loss_rpn_loc": 0.0023161629869719036, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372960895765573, "total_loss": 0.05277095471853954}
{"data_time": 0.004688046406954527, "eta_seconds": 22351.17368378397, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3362573099415205, "fast_rcnn/fg_cls_accuracy": 0.6637426900584795, "iteration": 198459, "loss_box_reg": 0.006896484788740054, "loss_cls": 0.03853288371465169, "loss_rpn_cls": 0.0007424426859188316, "loss_rpn_loc": 0.0016579223447479308, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5362497589085251, "total_loss": 0.047713922320667734}
{"data_time": 0.004042479442432523, "eta_seconds": 22330.867692820728, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3416666666666667, "fast_rcnn/fg_cls_accuracy": 0.6260162601626016, "iteration": 198479, "loss_box_reg": 0.007204961875686422, "loss_cls": 0.04136501916218549, "loss_rpn_cls": 0.001188654999168648, "loss_rpn_loc": 0.001991078370338073, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5312205867376179, "total_loss": 0.053220339989820786}
{"data_time": 0.004419765900820494, "eta_seconds": 22310.089858757565, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.44562647754137114, "fast_rcnn/fg_cls_accuracy": 0.5543735224586288, "iteration": 198499, "loss_box_reg": 0.007071483472827822, "loss_cls": 0.04100724239833653, "loss_rpn_cls": 0.0005742801242831774, "loss_rpn_loc": 0.001820247241994366, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5407211345154792, "total_loss": 0.05244940627380856}
{"data_time": 0.004000244429334998, "eta_seconds": 22299.338267297717, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5075757575757576, "fast_rcnn/fg_cls_accuracy": 0.49242424242424243, "iteration": 198519, "loss_box_reg": 0.007089345046551898, "loss_cls": 0.044918053899891675, "loss_rpn_cls": 0.0012279300674435945, "loss_rpn_loc": 0.0019207859641028335, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333845249842852, "total_loss": 0.05585769976323718}
{"data_time": 0.004252010956406593, "eta_seconds": 22273.816340346355, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.10434782608695653, "fast_rcnn/fg_cls_accuracy": 0.8956521739130434, "iteration": 198539, "loss_box_reg": 0.0066542318381834775, "loss_cls": 0.040680407400941476, "loss_rpn_cls": 0.0005825610566034811, "loss_rpn_loc": 0.0014749684632988647, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5336487658787519, "total_loss": 0.051788612739812834}
{"data_time": 0.0041742410976439714, "eta_seconds": 22254.705957688857, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3886703383162864, "fast_rcnn/fg_cls_accuracy": 0.6113296616837136, "iteration": 198559, "loss_box_reg": 0.0071214932831935585, "loss_cls": 0.042542677256278694, "loss_rpn_cls": 0.00045657648118435645, "loss_rpn_loc": 0.0022194557186594466, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5360146299935877, "total_loss": 0.052959572474492234}
{"data_time": 0.004478684160858393, "eta_seconds": 22245.697634022916, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3476351351351351, "fast_rcnn/fg_cls_accuracy": 0.6523648648648648, "iteration": 198579, "loss_box_reg": 0.006677820929326117, "loss_cls": 0.04312252509407699, "loss_rpn_cls": 0.0009578201255635577, "loss_rpn_loc": 0.002222056797108962, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378175161313266, "total_loss": 0.05371688766524585}
{"data_time": 0.004089895635843277, "eta_seconds": 22229.3048240426, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.27958776595744683, "fast_rcnn/fg_cls_accuracy": 0.6891622340425532, "iteration": 198599, "loss_box_reg": 0.006827095901826397, "loss_cls": 0.040386650536675006, "loss_rpn_cls": 0.0007981290703185095, "loss_rpn_loc": 0.001704902611891157, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5343656749464571, "total_loss": 0.05123442773665943}
{"data_time": 0.004655111581087112, "eta_seconds": 22221.210077940254, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.35198412698412695, "fast_rcnn/fg_cls_accuracy": 0.623792270531401, "iteration": 198619, "loss_box_reg": 0.007221780950203538, "loss_cls": 0.04295756190549582, "loss_rpn_cls": 0.000694208169193189, "loss_rpn_loc": 0.001444855026420555, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5370744334068149, "total_loss": 0.05250927804240746}
{"data_time": 0.004443986341357231, "eta_seconds": 22211.744241595734, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.16666666666666666, "fast_rcnn/fg_cls_accuracy": 0.8333333333333334, "iteration": 198639, "loss_box_reg": 0.0066766259842552245, "loss_cls": 0.04120101241278462, "loss_rpn_cls": 0.0008504620465714652, "loss_rpn_loc": 0.0016714525481802411, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5446208703797311, "total_loss": 0.05366031942355676}
{"data_time": 0.004165108082816005, "eta_seconds": 22209.3495411654, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.14285714285714285, "fast_rcnn/fg_cls_accuracy": 0.8571428571428571, "iteration": 198659, "loss_box_reg": 0.007459763786755502, "loss_cls": 0.04228980065090582, "loss_rpn_cls": 0.0006616646307406882, "loss_rpn_loc": 0.0019745542613236466, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418463735841215, "total_loss": 0.055788003894804206}
{"data_time": 0.0039917416870594025, "eta_seconds": 22198.60507463524, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.14926739926739926, "fast_rcnn/fg_cls_accuracy": 0.8507326007326007, "iteration": 198679, "loss_box_reg": 0.007479421910829842, "loss_cls": 0.04181815456831828, "loss_rpn_cls": 0.0007376657454187807, "loss_rpn_loc": 0.0019681340108945733, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5339211996179074, "total_loss": 0.052537917249424027}
{"data_time": 0.004106250125914812, "eta_seconds": 22196.335724382894, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35144927536231885, "fast_rcnn/fg_cls_accuracy": 0.6485507246376812, "iteration": 198699, "loss_box_reg": 0.0073207679961342365, "loss_cls": 0.04389730957336724, "loss_rpn_cls": 0.0007430429101304981, "loss_rpn_loc": 0.001701064678854891, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5399112335871905, "total_loss": 0.05521255945274106}
{"data_time": 0.003995550563558936, "eta_seconds": 22185.587153779576, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4034552845528455, "fast_rcnn/fg_cls_accuracy": 0.5965447154471545, "iteration": 198719, "loss_box_reg": 0.006815865606768057, "loss_cls": 0.03933315639733337, "loss_rpn_cls": 0.0007232370614929096, "loss_rpn_loc": 0.001828152153393603, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542194478912279, "total_loss": 0.04981782659203304}
{"data_time": 0.003754623467102647, "eta_seconds": 22179.078036704333, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3208333333333333, "fast_rcnn/fg_cls_accuracy": 0.6791666666666667, "iteration": 198739, "loss_box_reg": 0.00701848542666994, "loss_cls": 0.04087827226612717, "loss_rpn_cls": 0.0009607740325918712, "loss_rpn_loc": 0.001775846588316199, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380710642784834, "total_loss": 0.051354752440374796}
{"data_time": 0.003894560504704714, "eta_seconds": 22158.307999550365, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.27495908346972175, "fast_rcnn/fg_cls_accuracy": 0.7250409165302782, "iteration": 198759, "loss_box_reg": 0.007460406137397513, "loss_cls": 0.04202559741679579, "loss_rpn_cls": 0.0005079016909235179, "loss_rpn_loc": 0.0015570299674436683, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5294416309334338, "total_loss": 0.05228941731786563}
{"data_time": 0.0039213167037814856, "eta_seconds": 22150.839639331447, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4366379310344828, "fast_rcnn/fg_cls_accuracy": 0.5633620689655172, "iteration": 198779, "loss_box_reg": 0.007810558658093214, "loss_cls": 0.04468895395984873, "loss_rpn_cls": 0.001350882654776342, "loss_rpn_loc": 0.002347959663893562, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5336066179443151, "total_loss": 0.05537751381086764}
{"data_time": 0.004211517982184887, "eta_seconds": 22129.681626716163, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.49390243902439024, "fast_rcnn/fg_cls_accuracy": 0.5060975609756098, "iteration": 198799, "loss_box_reg": 0.006935700279427692, "loss_cls": 0.041678554203826934, "loss_rpn_cls": 0.0011142588830352906, "loss_rpn_loc": 0.0021038773857071646, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5295725699979812, "total_loss": 0.05422987847958893}
{"data_time": 0.003978863824158907, "eta_seconds": 22116.802449643845, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.609375, "iteration": 198819, "loss_box_reg": 0.006807748912251554, "loss_cls": 0.043789556773845106, "loss_rpn_cls": 0.0013698861557145392, "loss_rpn_loc": 0.0019441138501861133, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349577637389302, "total_loss": 0.055493051909934366}
{"data_time": 0.0036239917390048504, "eta_seconds": 22106.061184278922, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.49205087440381556, "iteration": 198839, "loss_box_reg": 0.007829411784769036, "loss_cls": 0.04336151253664866, "loss_rpn_cls": 0.0005869696585136808, "loss_rpn_loc": 0.0019741104915738106, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539560217410326, "total_loss": 0.05484215640092316}
{"data_time": 0.004059001104906201, "eta_seconds": 22104.57916659396, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.34285714285714286, "fast_rcnn/fg_cls_accuracy": 0.6571428571428571, "iteration": 198859, "loss_box_reg": 0.006447505787946284, "loss_cls": 0.04014480236219242, "loss_rpn_cls": 0.0005459914387131448, "loss_rpn_loc": 0.001638081594137475, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5389661495573819, "total_loss": 0.05044322493517939}
{"data_time": 0.003686996176838875, "eta_seconds": 22099.598588953028, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3757309941520468, "fast_rcnn/fg_cls_accuracy": 0.6242690058479532, "iteration": 198879, "loss_box_reg": 0.00725574279204011, "loss_cls": 0.03961453551892191, "loss_rpn_cls": 0.0007567812788238371, "loss_rpn_loc": 0.0027484769034344936, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5366802958305925, "total_loss": 0.05173823981347425}
{"data_time": 0.003959317458793521, "eta_seconds": 22093.744749308098, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3947833775419982, "fast_rcnn/fg_cls_accuracy": 0.6052166224580018, "iteration": 198899, "loss_box_reg": 0.007484951434889808, "loss_cls": 0.04095850302837789, "loss_rpn_cls": 0.0006821683193720673, "loss_rpn_loc": 0.0018371134801782318, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5454235053621233, "total_loss": 0.05099374771555176}
{"data_time": 0.0037203680258244276, "eta_seconds": 22082.993796898518, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5067567567567568, "fast_rcnn/fg_cls_accuracy": 0.49324324324324326, "iteration": 198919, "loss_box_reg": 0.006986158827203326, "loss_cls": 0.04183585103601217, "loss_rpn_cls": 0.0004488879070549956, "loss_rpn_loc": 0.002301114151123329, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330239443574101, "total_loss": 0.051800073834215254}
{"data_time": 0.004142569610849023, "eta_seconds": 22073.55484664091, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41944444444444445, "fast_rcnn/fg_cls_accuracy": 0.5587318087318087, "iteration": 198939, "loss_box_reg": 0.007804832857800648, "loss_cls": 0.04318840987980366, "loss_rpn_cls": 0.0008091360740536402, "loss_rpn_loc": 0.002220209958977648, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5457131888251752, "total_loss": 0.055460878876289144}
{"data_time": 0.00412949500605464, "eta_seconds": 22074.41979085165, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3264705882352941, "fast_rcnn/fg_cls_accuracy": 0.6325670498084291, "iteration": 198959, "loss_box_reg": 0.007236119912704453, "loss_cls": 0.04344505607150495, "loss_rpn_cls": 0.0008784249691871082, "loss_rpn_loc": 0.0021317176324373577, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.544414451578632, "total_loss": 0.052037235798024994}
{"data_time": 0.004500337643548846, "eta_seconds": 22064.998868587194, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.5113695090439276, "fast_rcnn/fg_cls_accuracy": 0.48863049095607236, "iteration": 198979, "loss_box_reg": 0.006774529465474188, "loss_cls": 0.0448379555309657, "loss_rpn_cls": 0.001144676592957694, "loss_rpn_loc": 0.002640404683916131, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5406606465112418, "total_loss": 0.05581508303043847}
{"data_time": 0.003564955899491906, "eta_seconds": 22051.334663721733, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3654761904761905, "fast_rcnn/fg_cls_accuracy": 0.6345238095238095, "iteration": 198999, "loss_box_reg": 0.007690714701311663, "loss_cls": 0.04441373411100358, "loss_rpn_cls": 0.0010564140939095523, "loss_rpn_loc": 0.0016246059749391861, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339255391154438, "total_loss": 0.056308613109877115}
{"data_time": 0.004348331829532981, "eta_seconds": 22030.548480801517, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2262727844123193, "fast_rcnn/fg_cls_accuracy": 0.7737272155876807, "iteration": 199019, "loss_box_reg": 0.006844614137662575, "loss_cls": 0.040535425301641226, "loss_rpn_cls": 0.0009332528068171086, "loss_rpn_loc": 0.0016946964478847804, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5353266231250018, "total_loss": 0.050853203802262215}
{"data_time": 0.00415628170594573, "eta_seconds": 22019.79688934167, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25396825396825395, "fast_rcnn/fg_cls_accuracy": 0.746031746031746, "iteration": 199039, "loss_box_reg": 0.007417110406095162, "loss_cls": 0.04057401814498007, "loss_rpn_cls": 0.0008238614845055281, "loss_rpn_loc": 0.0017168093527288875, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370103239547461, "total_loss": 0.051989228490811}
{"data_time": 0.003982475260272622, "eta_seconds": 22007.068027937086, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5108695652173914, "fast_rcnn/fg_cls_accuracy": 0.4891304347826087, "iteration": 199059, "loss_box_reg": 0.006817250934545882, "loss_cls": 0.04341715562622994, "loss_rpn_cls": 0.0006306766147190501, "loss_rpn_loc": 0.001809877290725126, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5340882199816406, "total_loss": 0.05337463800896103}
{"data_time": 0.00463783647865057, "eta_seconds": 22007.00830703322, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3980263157894737, "fast_rcnn/fg_cls_accuracy": 0.6019736842105263, "iteration": 199079, "loss_box_reg": 0.007029964632238261, "loss_cls": 0.041198396589607, "loss_rpn_cls": 0.0009752723998417423, "loss_rpn_loc": 0.0023562009737361223, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5456464465241879, "total_loss": 0.05338370755686128}
{"data_time": 0.003969508921727538, "eta_seconds": 21992.291838081554, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4161451814768461, "fast_rcnn/fg_cls_accuracy": 0.583854818523154, "iteration": 199099, "loss_box_reg": 0.007033572517684661, "loss_cls": 0.04344528156798333, "loss_rpn_cls": 0.0009510030394608293, "loss_rpn_loc": 0.0021608435017697047, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.53480289503932, "total_loss": 0.054139695784442665}
{"data_time": 0.004162144614383578, "eta_seconds": 21988.361771638272, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4633064516129032, "fast_rcnn/fg_cls_accuracy": 0.5217592592592593, "iteration": 199119, "loss_box_reg": 0.00724582132534124, "loss_cls": 0.039390792371705174, "loss_rpn_cls": 0.0006845557569477023, "loss_rpn_loc": 0.0015251981349138077, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5418977215886116, "total_loss": 0.051441181305705186}
{"data_time": 0.003985193558037281, "eta_seconds": 21967.833642645273, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46836609336609336, "fast_rcnn/fg_cls_accuracy": 0.5316339066339066, "iteration": 199139, "loss_box_reg": 0.0065042717033065856, "loss_cls": 0.04146693804068491, "loss_rpn_cls": 0.0009698676090010849, "loss_rpn_loc": 0.0017753052998159546, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5394599435385317, "total_loss": 0.05290857518343728}
{"data_time": 0.004674557130783796, "eta_seconds": 21957.08117273869, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23790322580645162, "fast_rcnn/fg_cls_accuracy": 0.7620967741935484, "iteration": 199159, "loss_box_reg": 0.007651661901036277, "loss_cls": 0.04253903846256435, "loss_rpn_cls": 0.0006034134709125283, "loss_rpn_loc": 0.001830090070143342, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5379207055084407, "total_loss": 0.0540641951773182}
{"data_time": 0.004490084946155548, "eta_seconds": 21944.465264642844, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.27935222672064774, "fast_rcnn/fg_cls_accuracy": 0.701417004048583, "iteration": 199179, "loss_box_reg": 0.006841213791631162, "loss_cls": 0.03967943851603195, "loss_rpn_cls": 0.0006228731905366658, "loss_rpn_loc": 0.00172008133813506, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364538400899619, "total_loss": 0.05006610110183374}
{"data_time": 0.004353218711912632, "eta_seconds": 21933.713707716437, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.51, "fast_rcnn/fg_cls_accuracy": 0.45952380952380956, "iteration": 199199, "loss_box_reg": 0.007374519685981795, "loss_cls": 0.04260390606941655, "loss_rpn_cls": 0.0005496862362974753, "loss_rpn_loc": 0.00213127969254856, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.534074617549777, "total_loss": 0.053883352513366845}
{"data_time": 0.004140564240515232, "eta_seconds": 21922.96215079003, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3594224924012158, "fast_rcnn/fg_cls_accuracy": 0.6405775075987843, "iteration": 199219, "loss_box_reg": 0.0077633518958464265, "loss_cls": 0.04289948137011379, "loss_rpn_cls": 0.0008157436356555081, "loss_rpn_loc": 0.0020428924890438793, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5408139375504106, "total_loss": 0.05375346413964621}
{"data_time": 0.004096955992281437, "eta_seconds": 21914.071293112356, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3239831697054698, "fast_rcnn/fg_cls_accuracy": 0.5855213803450863, "iteration": 199239, "loss_box_reg": 0.006701604346744716, "loss_cls": 0.043243902386166155, "loss_rpn_cls": 0.0009552784813422477, "loss_rpn_loc": 0.0020210081993354834, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.542217991547659, "total_loss": 0.05457903514371765}
{"data_time": 0.004660780541598797, "eta_seconds": 21903.318823205773, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.48333333333333334, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 199259, "loss_box_reg": 0.007590111519675702, "loss_cls": 0.04142843291629106, "loss_rpn_cls": 0.0007782756738379248, "loss_rpn_loc": 0.0019787433157034684, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541452256962657, "total_loss": 0.0549616587886419}
{"data_time": 0.004139353986829519, "eta_seconds": 21902.337021593004, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.2915027537372148, "fast_rcnn/fg_cls_accuracy": 0.7084972462627852, "iteration": 199279, "loss_box_reg": 0.008070351163041778, "loss_cls": 0.045029549626633525, "loss_rpn_cls": 0.0008017286983204031, "loss_rpn_loc": 0.002249665831186576, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384674244560301, "total_loss": 0.055129731089493816}
{"data_time": 0.004148430190980434, "eta_seconds": 21891.579752851278, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.46635610766045543, "fast_rcnn/fg_cls_accuracy": 0.5336438923395446, "iteration": 199299, "loss_box_reg": 0.006808106307289563, "loss_cls": 0.04328649613307789, "loss_rpn_cls": 0.0014526959764680214, "loss_rpn_loc": 0.0018827191270247567, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373683350626379, "total_loss": 0.05436483857363328}
{"data_time": 0.004061144078150392, "eta_seconds": 21883.033870855113, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.18609022556390975, "fast_rcnn/fg_cls_accuracy": 0.8071428571428572, "iteration": 199319, "loss_box_reg": 0.0075594499066937715, "loss_cls": 0.04123419150710106, "loss_rpn_cls": 0.0008088581403171702, "loss_rpn_loc": 0.0023639726096007507, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5409946297295392, "total_loss": 0.05258421172968042}
{"data_time": 0.003975893836468458, "eta_seconds": 21874.17813286977, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2206896551724138, "fast_rcnn/fg_cls_accuracy": 0.732968881412952, "iteration": 199339, "loss_box_reg": 0.00749458531208802, "loss_cls": 0.039559630560688674, "loss_rpn_cls": 0.0005926571100474121, "loss_rpn_loc": 0.0016397899025832885, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5385519904084504, "total_loss": 0.04922576393653344}
{"data_time": 0.00498035759665072, "eta_seconds": 21859.307946626097, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4005681818181818, "fast_rcnn/fg_cls_accuracy": 0.5994318181818181, "iteration": 199359, "loss_box_reg": 0.007339717005379498, "loss_cls": 0.04291744693182409, "loss_rpn_cls": 0.0005805629726864936, "loss_rpn_loc": 0.0020289372059778543, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5315557813737541, "total_loss": 0.05572914613185276}
{"data_time": 0.004159610252827406, "eta_seconds": 21848.55067788437, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.30105105105105107, "fast_rcnn/fg_cls_accuracy": 0.6989489489489489, "iteration": 199379, "loss_box_reg": 0.00705399495200254, "loss_cls": 0.044893461745232344, "loss_rpn_cls": 0.0007903471385475314, "loss_rpn_loc": 0.0019111242072540335, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398767052683979, "total_loss": 0.054613539225641716}
{"data_time": 0.004530126228928566, "eta_seconds": 21828.05153385969, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2583333333333333, "fast_rcnn/fg_cls_accuracy": 0.7416666666666667, "iteration": 199399, "loss_box_reg": 0.0071714118821546435, "loss_cls": 0.04275036812759936, "loss_rpn_cls": 0.0007611285857365147, "loss_rpn_loc": 0.00205202262441162, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5328130489215255, "total_loss": 0.05460337566699991}
{"data_time": 0.00411518313921988, "eta_seconds": 21812.843500782503, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24944567627494457, "fast_rcnn/fg_cls_accuracy": 0.6649928263988523, "iteration": 199419, "loss_box_reg": 0.007678880909224972, "loss_cls": 0.04294346709502861, "loss_rpn_cls": 0.0005190113056414702, "loss_rpn_loc": 0.0019103251652268227, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338832261040807, "total_loss": 0.05331915042415858}
{"data_time": 0.004241385031491518, "eta_seconds": 21791.068993550958, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.45751376868607396, "fast_rcnn/fg_cls_accuracy": 0.542486231313926, "iteration": 199439, "loss_box_reg": 0.007686968441703357, "loss_cls": 0.04230467265006155, "loss_rpn_cls": 0.0006200377108598332, "loss_rpn_loc": 0.0017765555967343971, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5317743420600891, "total_loss": 0.051810902584747964}
{"data_time": 0.004342725966125727, "eta_seconds": 21791.34295274201, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4714285714285714, "fast_rcnn/fg_cls_accuracy": 0.5285714285714286, "iteration": 199459, "loss_box_reg": 0.006403936582501046, "loss_cls": 0.04244897555327043, "loss_rpn_cls": 0.0006645285235435949, "loss_rpn_loc": 0.0022736574119335273, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5407626512460411, "total_loss": 0.05169452163227106}
{"data_time": 0.004093572031706572, "eta_seconds": 21795.197803680087, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3149386845039019, "fast_rcnn/fg_cls_accuracy": 0.6850613154960981, "iteration": 199479, "loss_box_reg": 0.006295128594501875, "loss_cls": 0.038072442839620635, "loss_rpn_cls": 0.0006519097121895356, "loss_rpn_loc": 0.0022510194539790973, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5483268429525197, "total_loss": 0.04785373584292074}
{"data_time": 0.004248661454766989, "eta_seconds": 21769.842404701514, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3705926481620405, "fast_rcnn/fg_cls_accuracy": 0.5950455005055613, "iteration": 199499, "loss_box_reg": 0.007030034263152629, "loss_cls": 0.04091092705493793, "loss_rpn_cls": 0.00056686265497774, "loss_rpn_loc": 0.002606828333227895, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.534319025464356, "total_loss": 0.04962601451052251}
{"data_time": 0.004486723802983761, "eta_seconds": 21755.742983396165, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 199519, "loss_box_reg": 0.0068362788879312575, "loss_cls": 0.04173061845358461, "loss_rpn_cls": 0.0004015269873889338, "loss_rpn_loc": 0.0013551405354519375, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5288349508773535, "total_loss": 0.051589338349401714}
{"data_time": 0.00335703045129776, "eta_seconds": 21748.34185666102, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4392857142857143, "fast_rcnn/fg_cls_accuracy": 0.5607142857142857, "iteration": 199539, "loss_box_reg": 0.007084311451762915, "loss_cls": 0.04392741317860782, "loss_rpn_cls": 0.0005906248654810042, "loss_rpn_loc": 0.00186844134623243, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.535057989647612, "total_loss": 0.05357382650569775}
{"data_time": 0.004202372394502163, "eta_seconds": 21750.850437288405, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.48108974358974355, "fast_rcnn/fg_cls_accuracy": 0.5189102564102563, "iteration": 199559, "loss_box_reg": 0.008325037691975012, "loss_cls": 0.04168654896784574, "loss_rpn_cls": 0.0009356482979683278, "loss_rpn_loc": 0.0018561231663625222, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5456368739251047, "total_loss": 0.054540234317073555}
{"data_time": 0.0038096995558589697, "eta_seconds": 21740.093606133247, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2819293478260869, "fast_rcnn/fg_cls_accuracy": 0.7180706521739131, "iteration": 199579, "loss_box_reg": 0.007313811976928264, "loss_cls": 0.04597849951824173, "loss_rpn_cls": 0.0005372701907617738, "loss_rpn_loc": 0.0021187411512073595, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5338972574099898, "total_loss": 0.05730210893148069}
{"data_time": 0.0039748873095959425, "eta_seconds": 21724.99238803424, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3923444976076555, "fast_rcnn/fg_cls_accuracy": 0.5998185117967332, "iteration": 199599, "loss_box_reg": 0.0070166879158932716, "loss_cls": 0.038944034720771015, "loss_rpn_cls": 0.0010290421121226245, "loss_rpn_loc": 0.0025209318664565217, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5272380902897567, "total_loss": 0.049124111165951945}
{"data_time": 0.0038543283008038998, "eta_seconds": 21707.774338430027, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.23106060606060608, "fast_rcnn/fg_cls_accuracy": 0.7403846153846154, "iteration": 199619, "loss_box_reg": 0.006406301254173741, "loss_cls": 0.04168899857904762, "loss_rpn_cls": 0.0008635761186042146, "loss_rpn_loc": 0.002129193302607746, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5332191092893481, "total_loss": 0.05240499439383939}
{"data_time": 0.004446284845471382, "eta_seconds": 21697.022859101417, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.36764705882352944, "fast_rcnn/fg_cls_accuracy": 0.6261609907120743, "iteration": 199639, "loss_box_reg": 0.0066388008708599955, "loss_cls": 0.04166500305291265, "loss_rpn_cls": 0.0009907482933328993, "loss_rpn_loc": 0.0016365276787837502, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5436225526500493, "total_loss": 0.0520825605584605}
{"data_time": 0.004508666694164276, "eta_seconds": 21665.673042580253, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23411534701857284, "fast_rcnn/fg_cls_accuracy": 0.7658846529814272, "iteration": 199659, "loss_box_reg": 0.006786729587474838, "loss_cls": 0.04268580657662824, "loss_rpn_cls": 0.0008539388691133354, "loss_rpn_loc": 0.001871283149739611, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.529145922511816, "total_loss": 0.05265856335961416}
{"data_time": 0.004472821019589901, "eta_seconds": 21657.73596032313, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.37073170731707317, "fast_rcnn/fg_cls_accuracy": 0.5941176470588235, "iteration": 199679, "loss_box_reg": 0.006856937689008191, "loss_cls": 0.04137089871801436, "loss_rpn_cls": 0.0007443841620897729, "loss_rpn_loc": 0.0014884385309414938, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374355821404606, "total_loss": 0.051487281029722}
{"data_time": 0.0040141018107533455, "eta_seconds": 21637.78643812402, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3371212121212121, "fast_rcnn/fg_cls_accuracy": 0.649808429118774, "iteration": 199699, "loss_box_reg": 0.007362388190813363, "loss_cls": 0.04217192518990487, "loss_rpn_cls": 0.0006905900406763976, "loss_rpn_loc": 0.0020206238277751254, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374647181015462, "total_loss": 0.05208592743278473}
{"data_time": 0.00425322400406003, "eta_seconds": 21633.44924092549, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40454545454545454, "fast_rcnn/fg_cls_accuracy": 0.5948717948717949, "iteration": 199719, "loss_box_reg": 0.007123034680262208, "loss_cls": 0.044027345487847924, "loss_rpn_cls": 0.0011484459612347564, "loss_rpn_loc": 0.0022920135543245124, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5437392021995038, "total_loss": 0.054526389029319944}
{"data_time": 0.004508205456659198, "eta_seconds": 21622.707973707234, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34259259259259256, "fast_rcnn/fg_cls_accuracy": 0.6435185185185185, "iteration": 199739, "loss_box_reg": 0.007385738572338596, "loss_cls": 0.0428696489543654, "loss_rpn_cls": 0.0010274557953380281, "loss_rpn_loc": 0.002255017407151172, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5355825400911272, "total_loss": 0.05355986365083254}
{"data_time": 0.0037908372469246387, "eta_seconds": 21636.841165006626, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4303519061583578, "fast_rcnn/fg_cls_accuracy": 0.5227272727272727, "iteration": 199759, "loss_box_reg": 0.006667144189123064, "loss_cls": 0.04402067756745964, "loss_rpn_cls": 0.0009773760732514347, "loss_rpn_loc": 0.0018679063105082605, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392279857769608, "total_loss": 0.05456001905076846}
{"data_time": 0.003910315688699484, "eta_seconds": 21611.626856363844, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2785829307568438, "fast_rcnn/fg_cls_accuracy": 0.7185185185185186, "iteration": 199779, "loss_box_reg": 0.006927074427949265, "loss_cls": 0.04299461259506643, "loss_rpn_cls": 0.0006079477798266453, "loss_rpn_loc": 0.0016358076318283565, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5263632256537676, "total_loss": 0.053641261974973986}
{"data_time": 0.003846669103950262, "eta_seconds": 21623.0780806432, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16878083157152923, "fast_rcnn/fg_cls_accuracy": 0.7204204204204204, "iteration": 199799, "loss_box_reg": 0.006900595151819289, "loss_cls": 0.03973620367469266, "loss_rpn_cls": 0.0006961850049265195, "loss_rpn_loc": 0.0015968692514434224, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53867012495175, "total_loss": 0.05030695240213845}
{"data_time": 0.00425737863406539, "eta_seconds": 21614.83689259854, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.301487414187643, "fast_rcnn/fg_cls_accuracy": 0.6471291866028708, "iteration": 199819, "loss_box_reg": 0.007155778759624809, "loss_cls": 0.04252333892509341, "loss_rpn_cls": 0.0004865427879252593, "loss_rpn_loc": 0.00211921973459539, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5372137855738401, "total_loss": 0.0533146414568364}
{"data_time": 0.0038113242480903864, "eta_seconds": 21605.785681501497, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.45993589743589747, "fast_rcnn/fg_cls_accuracy": 0.5400641025641025, "iteration": 199839, "loss_box_reg": 0.006892865014378913, "loss_cls": 0.04483422520570457, "loss_rpn_cls": 0.0010049759246157919, "loss_rpn_loc": 0.0016305888566421345, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5386005991604179, "total_loss": 0.05464115475331255}
{"data_time": 0.004040630999952555, "eta_seconds": 21588.70455532521, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3156108597285068, "fast_rcnn/fg_cls_accuracy": 0.6632352941176471, "iteration": 199859, "loss_box_reg": 0.006783006276236847, "loss_cls": 0.042773274588398635, "loss_rpn_cls": 0.0007446822899055405, "loss_rpn_loc": 0.0026550357506494038, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5310772815719247, "total_loss": 0.05314094904395006}
{"data_time": 0.004613812547177076, "eta_seconds": 21581.68286655424, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.416988416988417, "fast_rcnn/fg_cls_accuracy": 0.583011583011583, "iteration": 199879, "loss_box_reg": 0.007045945982099511, "loss_cls": 0.04468006605748087, "loss_rpn_cls": 0.0006023373420021016, "loss_rpn_loc": 0.002153523049855721, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387469150591642, "total_loss": 0.055274521214983}
{"data_time": 0.004407091299071908, "eta_seconds": 21547.765855055535, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36770943796394484, "fast_rcnn/fg_cls_accuracy": 0.6322905620360552, "iteration": 199899, "loss_box_reg": 0.00731287851522211, "loss_cls": 0.042143822996877134, "loss_rpn_cls": 0.0013137711894728454, "loss_rpn_loc": 0.0016969235093711177, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5331536896992475, "total_loss": 0.052330245923826624}
{"data_time": 0.00463204481638968, "eta_seconds": 21537.019107665168, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5275519421860886, "fast_rcnn/fg_cls_accuracy": 0.47244805781391147, "iteration": 199919, "loss_box_reg": 0.006909947929671034, "loss_cls": 0.04096402623690665, "loss_rpn_cls": 0.0006450138823481666, "loss_rpn_loc": 0.0021067733796371613, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5357623067684472, "total_loss": 0.05027588113910042}
{"data_time": 0.0047737970016896725, "eta_seconds": 21536.995573060587, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.19985775248933144, "fast_rcnn/fg_cls_accuracy": 0.8001422475106685, "iteration": 199939, "loss_box_reg": 0.007129196004825644, "loss_cls": 0.04096808994654566, "loss_rpn_cls": 0.0006059803850746448, "loss_rpn_loc": 0.002310315636350424, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5446829120628536, "total_loss": 0.05158297503299991}
{"data_time": 0.004527198616415262, "eta_seconds": 21507.338746243855, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3181818181818182, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 199959, "loss_box_reg": 0.007202713604783639, "loss_cls": 0.04072903539054096, "loss_rpn_cls": 0.0009319984206399567, "loss_rpn_loc": 0.0016266261955024675, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374309727922082, "total_loss": 0.05067658589655366}
{"data_time": 0.003820324083790183, "eta_seconds": 21496.596088095335, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2803030303030303, "fast_rcnn/fg_cls_accuracy": 0.7196969696969697, "iteration": 199979, "loss_box_reg": 0.006470095613622107, "loss_cls": 0.041870069690048695, "loss_rpn_cls": 0.0009016559870929086, "loss_rpn_loc": 0.0017803459923015907, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5366014372557402, "total_loss": 0.052712302596319205}
{"data_time": 0.004106926498934627, "eta_seconds": 21513.409504435956, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3812580231065469, "fast_rcnn/fg_cls_accuracy": 0.598297213622291, "iteration": 199999, "loss_box_reg": 0.007946861733216792, "loss_cls": 0.04583045677281916, "loss_rpn_cls": 0.0007687067515007584, "loss_rpn_loc": 0.0022947728666622424, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420381233561784, "total_loss": 0.05690583916475589}
{"data_time": 0.004211999475955963, "eta_seconds": 21506.374783472624, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26171529619805484, "fast_rcnn/fg_cls_accuracy": 0.7382847038019451, "iteration": 200019, "loss_box_reg": 0.007209343631984666, "loss_cls": 0.04298655269667506, "loss_rpn_cls": 0.0007630677144447873, "loss_rpn_loc": 0.001976559675313183, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.533095977967605, "total_loss": 0.05353993214504271}
{"data_time": 0.004400748526677489, "eta_seconds": 21491.896632753313, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.41934121621621623, "fast_rcnn/fg_cls_accuracy": 0.5806587837837838, "iteration": 200039, "loss_box_reg": 0.0067603868374135345, "loss_cls": 0.04283013241365552, "loss_rpn_cls": 0.0009421301550673888, "loss_rpn_loc": 0.002223486715593026, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5362842935137451, "total_loss": 0.05205365135043394}
{"data_time": 0.004332394106313586, "eta_seconds": 21481.14019691199, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4220985691573927, "fast_rcnn/fg_cls_accuracy": 0.5779014308426074, "iteration": 200059, "loss_box_reg": 0.0072868828574428335, "loss_cls": 0.0435149809345603, "loss_rpn_cls": 0.0007334503191032127, "loss_rpn_loc": 0.002125610148141277, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374277378432453, "total_loss": 0.05408332092724777}
{"data_time": 0.004458603681996465, "eta_seconds": 21451.627319647232, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4359726295210166, "fast_rcnn/fg_cls_accuracy": 0.5640273704789833, "iteration": 200079, "loss_box_reg": 0.007124263473087922, "loss_cls": 0.04163215751759708, "loss_rpn_cls": 0.000655144230336191, "loss_rpn_loc": 0.002666559947101632, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5421254755929112, "total_loss": 0.052745746750929356}
{"data_time": 0.003960101865231991, "eta_seconds": 21450.978766398504, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2792626728110599, "fast_rcnn/fg_cls_accuracy": 0.7207373271889401, "iteration": 200099, "loss_box_reg": 0.007291833608178422, "loss_cls": 0.04164731013588607, "loss_rpn_cls": 0.0005827525828294711, "loss_rpn_loc": 0.0020137331393925706, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5361959678120911, "total_loss": 0.05175148922387507}
{"data_time": 0.0045906370505690575, "eta_seconds": 21430.13324152329, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4467849223946785, "fast_rcnn/fg_cls_accuracy": 0.542997542997543, "iteration": 200119, "loss_box_reg": 0.007149184471927583, "loss_cls": 0.041010621236637235, "loss_rpn_cls": 0.0008218106829076532, "loss_rpn_loc": 0.00243874516672804, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5347328511998057, "total_loss": 0.05284115743950224}
{"data_time": 0.004296515136957169, "eta_seconds": 21419.38620246132, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3970588235294118, "fast_rcnn/fg_cls_accuracy": 0.6029411764705883, "iteration": 200139, "loss_box_reg": 0.007339202769799158, "loss_cls": 0.04267743875971064, "loss_rpn_cls": 0.0007777050158210841, "loss_rpn_loc": 0.0018622597981448052, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5382831497117877, "total_loss": 0.05209706452842511}
{"data_time": 0.004308785079047084, "eta_seconds": 21399.912164758658, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3156028368794326, "fast_rcnn/fg_cls_accuracy": 0.6843971631205674, "iteration": 200159, "loss_box_reg": 0.00647698987449985, "loss_cls": 0.041152020887238905, "loss_rpn_cls": 0.0007764728067058968, "loss_rpn_loc": 0.0017399011685483856, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5314896481577307, "total_loss": 0.051698800995723104}
{"data_time": 0.003964587580412626, "eta_seconds": 21397.892124337377, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.48301630434782605, "fast_rcnn/fg_cls_accuracy": 0.5169836956521738, "iteration": 200179, "loss_box_reg": 0.0075426493131089956, "loss_cls": 0.0429674141923897, "loss_rpn_cls": 0.0008097387534462541, "loss_rpn_loc": 0.0015635258168913424, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5413254597224295, "total_loss": 0.05396989545261022}
{"data_time": 0.004056933335959911, "eta_seconds": 21379.0186970816, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4125, "fast_rcnn/fg_cls_accuracy": 0.5874999999999999, "iteration": 200199, "loss_box_reg": 0.0074774604581762105, "loss_cls": 0.04374351678416133, "loss_rpn_cls": 0.00043641019192364183, "loss_rpn_loc": 0.001855901107774116, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5251614998560399, "total_loss": 0.05376649933936051}
{"data_time": 0.004273099359124899, "eta_seconds": 21368.275741529185, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39588452088452086, "fast_rcnn/fg_cls_accuracy": 0.6041154791154791, "iteration": 200219, "loss_box_reg": 0.007340047508478165, "loss_cls": 0.04162675829138607, "loss_rpn_cls": 0.0005460877677023745, "loss_rpn_loc": 0.0014627650289185112, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390564193949103, "total_loss": 0.05185271542381997}
{"data_time": 0.004296913277357817, "eta_seconds": 21356.94153216458, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4190217391304348, "fast_rcnn/fg_cls_accuracy": 0.5809782608695653, "iteration": 200239, "loss_box_reg": 0.006983566374401562, "loss_cls": 0.04149995883926749, "loss_rpn_cls": 0.0006370574015477359, "loss_rpn_loc": 0.0019309840572532266, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5406765935476869, "total_loss": 0.052312732217671964}
{"data_time": 0.003924708114936948, "eta_seconds": 21335.462171242805, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4114114114114114, "fast_rcnn/fg_cls_accuracy": 0.5885885885885886, "iteration": 200259, "loss_box_reg": 0.006559698857017793, "loss_cls": 0.043033956666477025, "loss_rpn_cls": 0.0008301673146036137, "loss_rpn_loc": 0.0022773926248191856, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450381964910775, "total_loss": 0.05283059691066683}
{"data_time": 0.004386428510770202, "eta_seconds": 21323.17950343946, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.31067251461988304, "fast_rcnn/fg_cls_accuracy": 0.689327485380117, "iteration": 200279, "loss_box_reg": 0.007164054171880707, "loss_cls": 0.04340077890083194, "loss_rpn_cls": 0.0004890880785524132, "loss_rpn_loc": 0.0016295219447783893, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.531160814454779, "total_loss": 0.05373409281060049}
{"data_time": 0.0038323698099702597, "eta_seconds": 21313.987661621766, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.12019914651493599, "fast_rcnn/fg_cls_accuracy": 0.8453201970443349, "iteration": 200299, "loss_box_reg": 0.007750782184302807, "loss_cls": 0.043213201191974804, "loss_rpn_cls": 0.0006646041236990641, "loss_rpn_loc": 0.001845249162215623, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5422273734584451, "total_loss": 0.053842751197180405}
{"data_time": 0.004507646197453141, "eta_seconds": 21300.502326504327, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3773809523809524, "fast_rcnn/fg_cls_accuracy": 0.5591954022988506, "iteration": 200319, "loss_box_reg": 0.006790172687033191, "loss_cls": 0.04402092983946204, "loss_rpn_cls": 0.0009221145639344286, "loss_rpn_loc": 0.0014855687968520215, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341140404343605, "total_loss": 0.05353889796106159}
{"data_time": 0.004154678666964173, "eta_seconds": 21286.769096590113, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5405405405405406, "fast_rcnn/fg_cls_accuracy": 0.4594594594594595, "iteration": 200339, "loss_box_reg": 0.006674103526165709, "loss_cls": 0.04063745713210665, "loss_rpn_cls": 0.001147505974699925, "loss_rpn_loc": 0.002377991157118231, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5324981682933867, "total_loss": 0.05362343773060729}
{"data_time": 0.004262726288288832, "eta_seconds": 21279.03058705572, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.41934121621621623, "fast_rcnn/fg_cls_accuracy": 0.5806587837837838, "iteration": 200359, "loss_box_reg": 0.007360472533036955, "loss_cls": 0.04078404005849734, "loss_rpn_cls": 0.0007187440824623081, "loss_rpn_loc": 0.0014873208983772201, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5388020153623074, "total_loss": 0.05078300022023541}
{"data_time": 0.0042197564616799355, "eta_seconds": 21266.437451517675, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.55, "fast_rcnn/fg_cls_accuracy": 0.44999999999999996, "iteration": 200379, "loss_box_reg": 0.0067671525466721505, "loss_cls": 0.04137573565822095, "loss_rpn_cls": 0.0009690886840871826, "loss_rpn_loc": 0.00217779307422461, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537280827993527, "total_loss": 0.05178268165957434}
{"data_time": 0.004282132489606738, "eta_seconds": 21260.30138756917, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3671373555840821, "fast_rcnn/fg_cls_accuracy": 0.6328626444159178, "iteration": 200399, "loss_box_reg": 0.007233074677060358, "loss_cls": 0.040865202783606946, "loss_rpn_cls": 0.0005895113506539928, "loss_rpn_loc": 0.0019891735464625526, "lr": 0.001, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5377877079881728, "total_loss": 0.05258245545121554}
{"data_time": 0.003623030614107847, "eta_seconds": 21255.87674670387, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5285714285714285, "fast_rcnn/fg_cls_accuracy": 0.45017421602787455, "iteration": 200419, "loss_box_reg": 0.006190744898049161, "loss_cls": 0.04412706685252488, "loss_rpn_cls": 0.0006627463882580287, "loss_rpn_loc": 0.0015027847439341713, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419660429470241, "total_loss": 0.053135029074383056}
{"data_time": 0.004423599457368255, "eta_seconds": 21258.180616531754, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.21771879483500717, "fast_rcnn/fg_cls_accuracy": 0.7822812051649928, "iteration": 200439, "loss_box_reg": 0.006443858001148328, "loss_cls": 0.04308322726865299, "loss_rpn_cls": 0.0007743665161115132, "loss_rpn_loc": 0.0022062247207941255, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538102068239823, "total_loss": 0.053603754475375354}
{"data_time": 0.003996216459199786, "eta_seconds": 21228.098525684327, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.386046511627907, "fast_rcnn/fg_cls_accuracy": 0.5415282392026578, "iteration": 200459, "loss_box_reg": 0.006860462191980332, "loss_cls": 0.04003717453451827, "loss_rpn_cls": 0.0006441625397428652, "loss_rpn_loc": 0.001841546976720565, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5319739738479257, "total_loss": 0.05163727034749854}
{"data_time": 0.004441495519131422, "eta_seconds": 21214.6153687099, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40714285714285714, "fast_rcnn/fg_cls_accuracy": 0.5928571428571429, "iteration": 200479, "loss_box_reg": 0.007678731810301542, "loss_cls": 0.041949015168938786, "loss_rpn_cls": 0.0007602318901263061, "loss_rpn_loc": 0.0026906826551567065, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5518090594559908, "total_loss": 0.05450739886953215}
{"data_time": 0.004464635392650962, "eta_seconds": 21225.93949934584, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.484375, "fast_rcnn/fg_cls_accuracy": 0.515625, "iteration": 200499, "loss_box_reg": 0.0075875179609283805, "loss_cls": 0.04128125810530037, "loss_rpn_cls": 0.0006784331500284679, "loss_rpn_loc": 0.0016484110201417934, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5432894099503756, "total_loss": 0.051918823242431245}
{"data_time": 0.003953766776248813, "eta_seconds": 21230.115509452065, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4327094474153298, "fast_rcnn/fg_cls_accuracy": 0.5672905525846703, "iteration": 200519, "loss_box_reg": 0.007487102557206526, "loss_cls": 0.04262676049256697, "loss_rpn_cls": 0.0005848400312515878, "loss_rpn_loc": 0.0021451845386764035, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.53569365455769, "total_loss": 0.05288157390566539}
{"data_time": 0.003552272217348218, "eta_seconds": 21227.916469856398, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41145833333333337, "fast_rcnn/fg_cls_accuracy": 0.5885416666666667, "iteration": 200539, "loss_box_reg": 0.007395731314318255, "loss_cls": 0.04115203092806041, "loss_rpn_cls": 0.0005511742922408303, "loss_rpn_loc": 0.0018913332496595103, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396511342842132, "total_loss": 0.0522156068270192}
{"data_time": 0.0038639940321445465, "eta_seconds": 21217.15753497393, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46153846153846156, "fast_rcnn/fg_cls_accuracy": 0.5384615384615385, "iteration": 200559, "loss_box_reg": 0.007538620731793344, "loss_cls": 0.040808464982546866, "loss_rpn_cls": 0.0004854438500387914, "loss_rpn_loc": 0.0018254296082886867, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54002346098423, "total_loss": 0.05162664869408218}
{"data_time": 0.003583635203540325, "eta_seconds": 21207.84895515791, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4037037037037037, "fast_rcnn/fg_cls_accuracy": 0.5962962962962963, "iteration": 200579, "loss_box_reg": 0.007810631155734882, "loss_cls": 0.04318650078494102, "loss_rpn_cls": 0.0007650111801638104, "loss_rpn_loc": 0.0021644241405738285, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436678866390139, "total_loss": 0.053293269562686874}
{"data_time": 0.004211380146443844, "eta_seconds": 21198.991298494628, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.25625, "fast_rcnn/fg_cls_accuracy": 0.74375, "iteration": 200599, "loss_box_reg": 0.006678841687971726, "loss_cls": 0.039705889648757875, "loss_rpn_cls": 0.0004587970969396338, "loss_rpn_loc": 0.001787789816262375, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5360136579256505, "total_loss": 0.051003673511331726}
{"data_time": 0.004220129456371069, "eta_seconds": 21191.80664022127, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 200619, "loss_box_reg": 0.006498437287518755, "loss_cls": 0.038741894997656345, "loss_rpn_cls": 0.0005675814725236705, "loss_rpn_loc": 0.002122664463968249, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387921833898872, "total_loss": 0.04855909388388113}
{"data_time": 0.003797427983954549, "eta_seconds": 21179.890732328407, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3559050064184852, "fast_rcnn/fg_cls_accuracy": 0.6408668730650156, "iteration": 200639, "loss_box_reg": 0.007469877629773691, "loss_cls": 0.04381111514521763, "loss_rpn_cls": 0.001297278612014452, "loss_rpn_loc": 0.001332055722741643, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5387847146485001, "total_loss": 0.055710981497611556}
{"data_time": 0.004744378384202719, "eta_seconds": 21170.281735683326, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3513621794871795, "fast_rcnn/fg_cls_accuracy": 0.6486378205128205, "iteration": 200659, "loss_box_reg": 0.00613747579336632, "loss_cls": 0.041543318424373865, "loss_rpn_cls": 0.0011405842426484014, "loss_rpn_loc": 0.002001817712880438, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537348244106397, "total_loss": 0.05384464687313084}
{"data_time": 0.0038755731657147408, "eta_seconds": 21160.197074585594, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5327922077922078, "fast_rcnn/fg_cls_accuracy": 0.4413390663390664, "iteration": 200679, "loss_box_reg": 0.006898716965224594, "loss_cls": 0.04089204827323556, "loss_rpn_cls": 0.000930536639998536, "loss_rpn_loc": 0.0018718266219366342, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390191280748695, "total_loss": 0.051477109362906504}
{"data_time": 0.004345078952610493, "eta_seconds": 21149.434277568944, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2875, "fast_rcnn/fg_cls_accuracy": 0.7124999999999999, "iteration": 200699, "loss_box_reg": 0.007519289749325253, "loss_cls": 0.042170186585281044, "loss_rpn_cls": 0.0006856408494968491, "loss_rpn_loc": 0.0020881562668364495, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537188814021647, "total_loss": 0.051318786108424774}
{"data_time": 0.003961835987865925, "eta_seconds": 21132.531260180054, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4654761904761905, "fast_rcnn/fg_cls_accuracy": 0.5035087719298246, "iteration": 200719, "loss_box_reg": 0.007687333069043234, "loss_cls": 0.0420363811426796, "loss_rpn_cls": 0.000755762465701082, "loss_rpn_loc": 0.0020940366812283173, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5309518207795918, "total_loss": 0.05404477584380629}
{"data_time": 0.004183654673397541, "eta_seconds": 21120.327121031703, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4283374283374284, "fast_rcnn/fg_cls_accuracy": 0.5628535512256443, "iteration": 200739, "loss_box_reg": 0.006813953979872167, "loss_cls": 0.04214229277567938, "loss_rpn_cls": 0.00071745527799294, "loss_rpn_loc": 0.001431780281563988, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5351745230145752, "total_loss": 0.05169276026700231}
{"data_time": 0.004006030736491084, "eta_seconds": 21113.661962696584, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.35173160173160173, "fast_rcnn/fg_cls_accuracy": 0.6423160173160174, "iteration": 200759, "loss_box_reg": 0.0074960598576581106, "loss_cls": 0.04411441518459469, "loss_rpn_cls": 0.0006054679091960224, "loss_rpn_loc": 0.0020525858035398414, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416442179121077, "total_loss": 0.05460782005309284}
{"data_time": 0.004498440306633711, "eta_seconds": 21116.38162586093, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3891891891891892, "fast_rcnn/fg_cls_accuracy": 0.5689493433395872, "iteration": 200779, "loss_box_reg": 0.0076693769078701735, "loss_cls": 0.04568805894814432, "loss_rpn_cls": 0.0005191633446202104, "loss_rpn_loc": 0.001773911528289318, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423012305982411, "total_loss": 0.05579538303152276}
{"data_time": 0.004259348148480058, "eta_seconds": 21105.61373028159, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3607142857142857, "fast_rcnn/fg_cls_accuracy": 0.6392857142857142, "iteration": 200799, "loss_box_reg": 0.007094316169968806, "loss_cls": 0.04090738366357982, "loss_rpn_cls": 0.0009365496159148279, "loss_rpn_loc": 0.0024114737643685658, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5380479025188833, "total_loss": 0.051303634959140254}
{"data_time": 0.004514530999585986, "eta_seconds": 21100.324611753225, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.44155844155844154, "fast_rcnn/fg_cls_accuracy": 0.5584415584415584, "iteration": 200819, "loss_box_reg": 0.006835571170086041, "loss_cls": 0.04149433347629383, "loss_rpn_cls": 0.0007436229957420437, "loss_rpn_loc": 0.002100361198245082, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.542333947494626, "total_loss": 0.051495453107932576}
{"data_time": 0.004174240864813328, "eta_seconds": 21085.363204723457, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29309309309309306, "fast_rcnn/fg_cls_accuracy": 0.6528528528528529, "iteration": 200839, "loss_box_reg": 0.007111013139365241, "loss_cls": 0.04517674969974905, "loss_rpn_cls": 0.0009698790078118691, "loss_rpn_loc": 0.001714583218927146, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5352598601020873, "total_loss": 0.05546496926143618}
{"data_time": 0.004327579401433468, "eta_seconds": 21079.719592857175, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45751633986928103, "fast_rcnn/fg_cls_accuracy": 0.5285947712418301, "iteration": 200859, "loss_box_reg": 0.006988917506532744, "loss_cls": 0.04121239570667967, "loss_rpn_cls": 0.0007762748566619848, "loss_rpn_loc": 0.0020876153030258138, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5451316896360368, "total_loss": 0.051774330744024155}
{"data_time": 0.0041767924558371305, "eta_seconds": 21065.467628600774, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3155555555555556, "fast_rcnn/fg_cls_accuracy": 0.6844444444444444, "iteration": 200879, "loss_box_reg": 0.007923631041194312, "loss_cls": 0.04069039598107338, "loss_rpn_cls": 0.0009505684942041626, "loss_rpn_loc": 0.0021604191679216456, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372892369050533, "total_loss": 0.05198433449913864}
{"data_time": 0.004026023903861642, "eta_seconds": 21053.05754878302, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3344419807834442, "fast_rcnn/fg_cls_accuracy": 0.6655580192165558, "iteration": 200899, "loss_box_reg": 0.006874087848700583, "loss_cls": 0.040178420778829604, "loss_rpn_cls": 0.0004336540729354965, "loss_rpn_loc": 0.0018800362959154882, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370367381256074, "total_loss": 0.05060924734792138}
{"data_time": 0.003862132551148534, "eta_seconds": 21047.406080796383, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25098039215686274, "fast_rcnn/fg_cls_accuracy": 0.7490196078431373, "iteration": 200919, "loss_box_reg": 0.006580713496077806, "loss_cls": 0.041197374230250716, "loss_rpn_cls": 0.0006461139422526685, "loss_rpn_loc": 0.001890963185360306, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5394030855968595, "total_loss": 0.050402181271692825}
{"data_time": 0.003813935676589608, "eta_seconds": 21031.52044482273, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.16869918699186992, "fast_rcnn/fg_cls_accuracy": 0.8313008130081301, "iteration": 200939, "loss_box_reg": 0.00758345378562808, "loss_cls": 0.04319708084221929, "loss_rpn_cls": 0.0008584626448282506, "loss_rpn_loc": 0.0018824716080416692, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396461731288582, "total_loss": 0.05356031989992971}
{"data_time": 0.004448108607903123, "eta_seconds": 21022.39006385836, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2647058823529412, "fast_rcnn/fg_cls_accuracy": 0.7352941176470589, "iteration": 200959, "loss_box_reg": 0.007907881969003938, "loss_cls": 0.04064313822891563, "loss_rpn_cls": 0.0007574685730560304, "loss_rpn_loc": 0.0019440588039287832, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5361844298895448, "total_loss": 0.05272636912627604}
{"data_time": 0.004649796057492495, "eta_seconds": 21011.620672672754, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18188854489164086, "fast_rcnn/fg_cls_accuracy": 0.818111455108359, "iteration": 200979, "loss_box_reg": 0.0076069854403613135, "loss_cls": 0.04128638480324298, "loss_rpn_cls": 0.0008679762477754593, "loss_rpn_loc": 0.0019344451939105056, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5380207905545831, "total_loss": 0.05211337601434707}
{"data_time": 0.00376692833378911, "eta_seconds": 20999.214788882295, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2620137299771167, "fast_rcnn/fg_cls_accuracy": 0.7379862700228832, "iteration": 200999, "loss_box_reg": 0.006542423623614013, "loss_cls": 0.040346305002458394, "loss_rpn_cls": 0.0006942815407455782, "loss_rpn_loc": 0.0018465863486198941, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5415090720634907, "total_loss": 0.05012422329832589}
{"data_time": 0.004029828822240233, "eta_seconds": 20990.081890301546, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3356643356643357, "fast_rcnn/fg_cls_accuracy": 0.6324675324675324, "iteration": 201019, "loss_box_reg": 0.006923389795701951, "loss_cls": 0.04151905921753496, "loss_rpn_cls": 0.00041612079775177335, "loss_rpn_loc": 0.0019171533785993233, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5396592600736767, "total_loss": 0.050955281150891096}
{"data_time": 0.003990169381722808, "eta_seconds": 20982.7790566748, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4142136248948696, "fast_rcnn/fg_cls_accuracy": 0.5857863751051303, "iteration": 201039, "loss_box_reg": 0.008185906539438292, "loss_cls": 0.04579644280602224, "loss_rpn_cls": 0.0006266454748811157, "loss_rpn_loc": 0.001587533020938281, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407690436113626, "total_loss": 0.05578633386448928}
{"data_time": 0.003713528625667095, "eta_seconds": 20974.420659706695, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2006704980842912, "fast_rcnn/fg_cls_accuracy": 0.7343895619757689, "iteration": 201059, "loss_box_reg": 0.006760606818716042, "loss_cls": 0.03893292183056474, "loss_rpn_cls": 0.0006836368110043622, "loss_rpn_loc": 0.0015764934942126274, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5383319540414959, "total_loss": 0.04731990472771486}
{"data_time": 0.004778442671522498, "eta_seconds": 20957.322003156878, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.40977742448330684, "fast_rcnn/fg_cls_accuracy": 0.5902225755166932, "iteration": 201079, "loss_box_reg": 0.007142806600313634, "loss_cls": 0.0420118470210582, "loss_rpn_cls": 0.0007890483861956454, "loss_rpn_loc": 0.002411902705716784, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5323732646647841, "total_loss": 0.05272267614614634}
{"data_time": 0.004364269552752376, "eta_seconds": 20950.46554461401, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2875688434303698, "fast_rcnn/fg_cls_accuracy": 0.6801730920535012, "iteration": 201099, "loss_box_reg": 0.007477185630705208, "loss_cls": 0.04255306033883244, "loss_rpn_cls": 0.0006937219289966379, "loss_rpn_loc": 0.0016607875131740002, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5461947680450976, "total_loss": 0.05384843629695979}
{"data_time": 0.004668948240578175, "eta_seconds": 20935.783685022034, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3573454339194555, "fast_rcnn/fg_cls_accuracy": 0.6095260009203866, "iteration": 201119, "loss_box_reg": 0.0070716585469199345, "loss_cls": 0.04110368495457806, "loss_rpn_cls": 0.0007223622953205222, "loss_rpn_loc": 0.0019041578871110687, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5373696314636618, "total_loss": 0.05090812148959856}
{"data_time": 0.004010637989267707, "eta_seconds": 20925.01452595461, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.43333333333333335, "fast_rcnn/fg_cls_accuracy": 0.5666666666666667, "iteration": 201139, "loss_box_reg": 0.006290084216743708, "loss_cls": 0.041610956453951076, "loss_rpn_cls": 0.0010836639547733284, "loss_rpn_loc": 0.0020361067854537396, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382124269381166, "total_loss": 0.051519233444963675}
{"data_time": 0.004446967737749219, "eta_seconds": 20918.15203255322, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.425893635571055, "fast_rcnn/fg_cls_accuracy": 0.574106364428945, "iteration": 201159, "loss_box_reg": 0.006795908062485978, "loss_cls": 0.04177758819423616, "loss_rpn_cls": 0.0009714390226918113, "loss_rpn_loc": 0.001913817075546831, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5330251476261765, "total_loss": 0.051512829802902615}
{"data_time": 0.0035372828133404255, "eta_seconds": 20907.380861866288, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.296218487394958, "fast_rcnn/fg_cls_accuracy": 0.703781512605042, "iteration": 201179, "loss_box_reg": 0.006905972579261288, "loss_cls": 0.04003944311989471, "loss_rpn_cls": 0.0005912544442026046, "loss_rpn_loc": 0.0017765431366569828, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5427397803869098, "total_loss": 0.05006385011438397}
{"data_time": 0.0040628924034535885, "eta_seconds": 20902.50638593221, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.4516994633273703, "fast_rcnn/fg_cls_accuracy": 0.5483005366726297, "iteration": 201199, "loss_box_reg": 0.007373053260380402, "loss_cls": 0.04379576537758112, "loss_rpn_cls": 0.0009997894679827368, "loss_rpn_loc": 0.0018529331973695662, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390192596241832, "total_loss": 0.05547264729193557}
{"data_time": 0.0045960433781147, "eta_seconds": 20891.73217579024, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.46785225718194257, "fast_rcnn/fg_cls_accuracy": 0.5321477428180574, "iteration": 201219, "loss_box_reg": 0.006505172670586035, "loss_cls": 0.03907471336424351, "loss_rpn_cls": 0.0006956836652989296, "loss_rpn_loc": 0.0022275860828813165, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539294166257605, "total_loss": 0.04968496036514125}
{"data_time": 0.0037698885425925255, "eta_seconds": 20880.957965648267, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2560790273556231, "fast_rcnn/fg_cls_accuracy": 0.6955082742316785, "iteration": 201239, "loss_box_reg": 0.007532615767559037, "loss_cls": 0.043299883138388395, "loss_rpn_cls": 0.0006204105895903922, "loss_rpn_loc": 0.0022422371730499435, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5388633275870234, "total_loss": 0.053424372420295185}
{"data_time": 0.004118997836485505, "eta_seconds": 20867.607012894703, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4514533085961657, "fast_rcnn/fg_cls_accuracy": 0.5077303648732221, "iteration": 201259, "loss_box_reg": 0.006481391319539398, "loss_cls": 0.04372159892227501, "loss_rpn_cls": 0.000756235250833015, "loss_rpn_loc": 0.0017807709973567398, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5397818726487458, "total_loss": 0.05376087489287329}
{"data_time": 0.0041932298336178064, "eta_seconds": 20861.953259464586, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.475801382778127, "fast_rcnn/fg_cls_accuracy": 0.524198617221873, "iteration": 201279, "loss_box_reg": 0.00725731739657931, "loss_cls": 0.042648961825761944, "loss_rpn_cls": 0.0009622791217083204, "loss_rpn_loc": 0.0019813150247500744, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403068619780242, "total_loss": 0.0531058537216893}
{"data_time": 0.0041541531682014465, "eta_seconds": 20855.248201567214, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3572874493927125, "fast_rcnn/fg_cls_accuracy": 0.6427125506072875, "iteration": 201299, "loss_box_reg": 0.007106031436705962, "loss_cls": 0.04401399753987789, "loss_rpn_cls": 0.0009126856761554336, "loss_rpn_loc": 0.0017836560527939582, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5439391057007015, "total_loss": 0.05572452105332104}
{"data_time": 0.003966837422922254, "eta_seconds": 20861.05901340046, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.433300395256917, "fast_rcnn/fg_cls_accuracy": 0.5326086956521738, "iteration": 201319, "loss_box_reg": 0.006929622410098091, "loss_cls": 0.04534199205227196, "loss_rpn_cls": 0.0004657614655343423, "loss_rpn_loc": 0.001505326084952685, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395270825829357, "total_loss": 0.055616604199826725}
{"data_time": 0.004449102096259594, "eta_seconds": 20850.27280879696, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21451762523191095, "fast_rcnn/fg_cls_accuracy": 0.785482374768089, "iteration": 201339, "loss_box_reg": 0.006966394023038447, "loss_cls": 0.03881745727267116, "loss_rpn_cls": 0.0007540176607676585, "loss_rpn_loc": 0.00209932245525124, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374479852616787, "total_loss": 0.05009687778726857}
{"data_time": 0.00410349084995687, "eta_seconds": 20822.915318900254, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44222972972972974, "fast_rcnn/fg_cls_accuracy": 0.5358952702702703, "iteration": 201359, "loss_box_reg": 0.0070528068754356354, "loss_cls": 0.040661678329342976, "loss_rpn_cls": 0.0009333871711874053, "loss_rpn_loc": 0.002675348538105027, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5304459545295686, "total_loss": 0.05094503310095888}
{"data_time": 0.0036348095163702965, "eta_seconds": 20818.606160124764, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3385780885780886, "fast_rcnn/fg_cls_accuracy": 0.6614219114219114, "iteration": 201379, "loss_box_reg": 0.006823444622568786, "loss_cls": 0.03848293379996903, "loss_rpn_cls": 0.0007081331028757631, "loss_rpn_loc": 0.0023269912580872187, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5383333859499544, "total_loss": 0.04932416657530325}
{"data_time": 0.004460497293621302, "eta_seconds": 20817.914194986457, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4830808080808081, "fast_rcnn/fg_cls_accuracy": 0.5169191919191919, "iteration": 201399, "loss_box_reg": 0.007343868142925203, "loss_cls": 0.041164625086821616, "loss_rpn_cls": 0.0007383547780364097, "loss_rpn_loc": 0.001726400438201381, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420137045439333, "total_loss": 0.05140425423678607}
{"data_time": 0.004291303921490908, "eta_seconds": 20794.295375982998, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.41066066066066065, "fast_rcnn/fg_cls_accuracy": 0.5893393393393394, "iteration": 201419, "loss_box_reg": 0.007030023785773665, "loss_cls": 0.04123572201933712, "loss_rpn_cls": 0.0005861354331386792, "loss_rpn_loc": 0.0019079370867984835, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340940239839256, "total_loss": 0.05158475364680726}
{"data_time": 0.003914033528417349, "eta_seconds": 20786.263228310272, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.41885964912280704, "fast_rcnn/fg_cls_accuracy": 0.5811403508771931, "iteration": 201439, "loss_box_reg": 0.007393870037049055, "loss_cls": 0.04215089196804911, "loss_rpn_cls": 0.0011404306052895663, "loss_rpn_loc": 0.0018250679477205267, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5398228273261338, "total_loss": 0.05350709444496715}
{"data_time": 0.004348758142441511, "eta_seconds": 20787.082597094122, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2653890824622532, "fast_rcnn/fg_cls_accuracy": 0.699812382739212, "iteration": 201459, "loss_box_reg": 0.007192409102572128, "loss_cls": 0.041379840462468565, "loss_rpn_cls": 0.0009311662502113904, "loss_rpn_loc": 0.002206973035754345, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5450100179295987, "total_loss": 0.053118475667361054}
{"data_time": 0.004171727923676372, "eta_seconds": 20779.451233933913, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.473015873015873, "fast_rcnn/fg_cls_accuracy": 0.5126984126984127, "iteration": 201479, "loss_box_reg": 0.007020036573521793, "loss_cls": 0.04244704148732126, "loss_rpn_cls": 0.0006414209211698108, "loss_rpn_loc": 0.001954698505869601, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.544362515443936, "total_loss": 0.05184013063950488}
{"data_time": 0.0036764221731573343, "eta_seconds": 20769.311625444097, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666667, "iteration": 201499, "loss_box_reg": 0.006664718079264276, "loss_cls": 0.04147864645346999, "loss_rpn_cls": 0.001583119267706934, "loss_rpn_loc": 0.002186573310609674, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443179588764906, "total_loss": 0.05186121434491042}
{"data_time": 0.004015397280454636, "eta_seconds": 20758.522652884712, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33373205741626794, "fast_rcnn/fg_cls_accuracy": 0.6597744360902256, "iteration": 201519, "loss_box_reg": 0.007296976837096736, "loss_cls": 0.041565427964087576, "loss_rpn_cls": 0.00042517267644370804, "loss_rpn_loc": 0.002102313777868403, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5335970178712159, "total_loss": 0.052752691602279356}
{"data_time": 0.004436743911355734, "eta_seconds": 20746.42791271652, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.48863636363636365, "fast_rcnn/fg_cls_accuracy": 0.5080645161290323, "iteration": 201539, "loss_box_reg": 0.007075077824993059, "loss_cls": 0.041373638377990574, "loss_rpn_cls": 0.0007493878729292192, "loss_rpn_loc": 0.0017564980753377313, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.537272074026987, "total_loss": 0.05101596822055399}
{"data_time": 0.00446546426974237, "eta_seconds": 20736.296692288714, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3925438596491228, "fast_rcnn/fg_cls_accuracy": 0.6074561403508771, "iteration": 201559, "loss_box_reg": 0.007982375405845232, "loss_cls": 0.04385057440958917, "loss_rpn_cls": 0.0011260421971428514, "loss_rpn_loc": 0.002008435476454906, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5469056409783661, "total_loss": 0.05560908881204796}
{"data_time": 0.004438910633325577, "eta_seconds": 20723.7492204546, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34930313588850176, "fast_rcnn/fg_cls_accuracy": 0.6149825783972125, "iteration": 201579, "loss_box_reg": 0.006310470736934803, "loss_cls": 0.04237048327922821, "loss_rpn_cls": 0.0007065462639275211, "loss_rpn_loc": 0.001962128979357658, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5342263889033347, "total_loss": 0.05201590797724975}
{"data_time": 0.004170866683125496, "eta_seconds": 20714.719421466114, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17973286875725902, "fast_rcnn/fg_cls_accuracy": 0.820267131242741, "iteration": 201599, "loss_box_reg": 0.00657620670972392, "loss_cls": 0.04030721046729013, "loss_rpn_cls": 0.0009103333248958734, "loss_rpn_loc": 0.0018806485622917535, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416733615566045, "total_loss": 0.05028242495939139}
{"data_time": 0.0038534149061888456, "eta_seconds": 20705.215661249822, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.27241379310344827, "fast_rcnn/fg_cls_accuracy": 0.7275862068965517, "iteration": 201619, "loss_box_reg": 0.007165993825765327, "loss_cls": 0.04128240537829697, "loss_rpn_cls": 0.0006990033814702201, "loss_rpn_loc": 0.0017004299170366721, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5447682505473495, "total_loss": 0.0501595756526001}
{"data_time": 0.004121874459087849, "eta_seconds": 20694.42635630141, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.28379360465116277, "fast_rcnn/fg_cls_accuracy": 0.7162063953488372, "iteration": 201639, "loss_box_reg": 0.0071115175960585475, "loss_cls": 0.043047901592217386, "loss_rpn_cls": 0.000755881638383471, "loss_rpn_loc": 0.0021526507662201766, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5388575580436736, "total_loss": 0.054073970928214976}
{"data_time": 0.004160670563578606, "eta_seconds": 20686.13545742049, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5156695156695157, "fast_rcnn/fg_cls_accuracy": 0.4843304843304843, "iteration": 201659, "loss_box_reg": 0.006510894367238507, "loss_cls": 0.04287689656484872, "loss_rpn_cls": 0.0006386755956668821, "loss_rpn_loc": 0.001590206158653018, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5409641538280994, "total_loss": 0.05215232116711377}
{"data_time": 0.00407917145639658, "eta_seconds": 20675.34484921652, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3605769230769231, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 201679, "loss_box_reg": 0.00707592889375519, "loss_cls": 0.0439244374865666, "loss_rpn_cls": 0.0008630507185216629, "loss_rpn_loc": 0.0015597976562276017, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5360551895573735, "total_loss": 0.054006626408636293}
{"data_time": 0.004005983704701066, "eta_seconds": 20664.55424101255, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3654233870967742, "fast_rcnn/fg_cls_accuracy": 0.6189516129032258, "iteration": 201699, "loss_box_reg": 0.0076570257369894534, "loss_cls": 0.04062773066107184, "loss_rpn_cls": 0.0009058162378892121, "loss_rpn_loc": 0.0020865881342615467, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5349031337536871, "total_loss": 0.05151666086885598}
{"data_time": 0.004035246092826128, "eta_seconds": 20654.874111129437, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3293036750483559, "fast_rcnn/fg_cls_accuracy": 0.670696324951644, "iteration": 201719, "loss_box_reg": 0.007147207914385945, "loss_cls": 0.039583628764376044, "loss_rpn_cls": 0.0005544714868506162, "loss_rpn_loc": 0.0018315782617719378, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369882211089134, "total_loss": 0.05083976369053289}
{"data_time": 0.0036800920497626066, "eta_seconds": 20649.728935288265, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3669590643274854, "fast_rcnn/fg_cls_accuracy": 0.6330409356725146, "iteration": 201739, "loss_box_reg": 0.0064626921666786075, "loss_cls": 0.043671257328242064, "loss_rpn_cls": 0.0010710014033747939, "loss_rpn_loc": 0.0017259389314858709, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5440580199938267, "total_loss": 0.05251618809882075}
{"data_time": 0.003649418242275715, "eta_seconds": 20640.040320608066, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 201759, "loss_box_reg": 0.007265132968313992, "loss_cls": 0.04294428427238017, "loss_rpn_cls": 0.0011773264718613063, "loss_rpn_loc": 0.001913655481985188, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5444675593171269, "total_loss": 0.055319532560133666}
{"data_time": 0.0037204117979854345, "eta_seconds": 20626.75778379012, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1863425925925926, "fast_rcnn/fg_cls_accuracy": 0.80625, "iteration": 201779, "loss_box_reg": 0.007425389558193274, "loss_cls": 0.04231510928366333, "loss_rpn_cls": 0.000889091408623699, "loss_rpn_loc": 0.0021813846215081867, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5400121780112386, "total_loss": 0.053458269395264324}
{"data_time": 0.004087344044819474, "eta_seconds": 20613.53862577211, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38004032258064513, "fast_rcnn/fg_cls_accuracy": 0.5544117647058824, "iteration": 201799, "loss_box_reg": 0.007102501040208153, "loss_cls": 0.04179694899357855, "loss_rpn_cls": 0.0015101022108865436, "loss_rpn_loc": 0.0017344205007248092, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5362204201519489, "total_loss": 0.053083602603123836}
{"data_time": 0.00396595080383122, "eta_seconds": 20602.746479689144, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4530791788856305, "fast_rcnn/fg_cls_accuracy": 0.5469208211143695, "iteration": 201819, "loss_box_reg": 0.007263140403665602, "loss_cls": 0.04102158470777795, "loss_rpn_cls": 0.0008162156664184295, "loss_rpn_loc": 0.0020452788448892534, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5439784098416567, "total_loss": 0.05226397768660718}
{"data_time": 0.003947993507608771, "eta_seconds": 20591.954333606176, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19111111111111112, "fast_rcnn/fg_cls_accuracy": 0.7118518518518518, "iteration": 201839, "loss_box_reg": 0.007464348411303945, "loss_cls": 0.04245438420912251, "loss_rpn_cls": 0.0006165325193023818, "loss_rpn_loc": 0.0020654963391280035, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368611488956958, "total_loss": 0.05337224642289584}
{"data_time": 0.004063133150339127, "eta_seconds": 20581.16218752321, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29963235294117646, "fast_rcnn/fg_cls_accuracy": 0.7003676470588236, "iteration": 201859, "loss_box_reg": 0.006653891265159473, "loss_cls": 0.0418753435369581, "loss_rpn_cls": 0.001016627682190574, "loss_rpn_loc": 0.0025242501178581733, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5439440298359841, "total_loss": 0.05245722160077548}
{"data_time": 0.0042915253434330225, "eta_seconds": 20566.692619472975, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3765182186234818, "fast_rcnn/fg_cls_accuracy": 0.6103238866396761, "iteration": 201879, "loss_box_reg": 0.007301369099877775, "loss_cls": 0.04182245349511504, "loss_rpn_cls": 0.0007311098587479137, "loss_rpn_loc": 0.0019492027931846678, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5322864954359829, "total_loss": 0.051737846198307125}
{"data_time": 0.004089694935828447, "eta_seconds": 20561.99728736002, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4001547987616099, "fast_rcnn/fg_cls_accuracy": 0.5998452012383901, "iteration": 201899, "loss_box_reg": 0.006775308545911685, "loss_cls": 0.042028788244351745, "loss_rpn_cls": 0.0007754114527642741, "loss_rpn_loc": 0.0015831771415832918, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404827459715307, "total_loss": 0.050904836304482615}
{"data_time": 0.004207944497466087, "eta_seconds": 20552.58167807199, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.16498316498316498, "fast_rcnn/fg_cls_accuracy": 0.835016835016835, "iteration": 201919, "loss_box_reg": 0.007615321243065409, "loss_cls": 0.04177355149295181, "loss_rpn_cls": 0.0005148350228409981, "loss_rpn_loc": 0.002034218232438434, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5379780584480613, "total_loss": 0.05154180607485159}
{"data_time": 0.004782681120559573, "eta_seconds": 20538.67201577383, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3331932773109244, "fast_rcnn/fg_cls_accuracy": 0.6668067226890757, "iteration": 201939, "loss_box_reg": 0.006858749053208157, "loss_cls": 0.04423054851940833, "loss_rpn_cls": 0.0009869736011296482, "loss_rpn_loc": 0.0015464238385902718, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5348189135547727, "total_loss": 0.05300620740999307}
{"data_time": 0.004492941778153181, "eta_seconds": 20526.575587108033, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42145270270270274, "fast_rcnn/fg_cls_accuracy": 0.5625, "iteration": 201959, "loss_box_reg": 0.007185284543083981, "loss_cls": 0.03966700250748545, "loss_rpn_cls": 0.0007614146413743583, "loss_rpn_loc": 0.0028305028226895956, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5321588774677366, "total_loss": 0.05225006400451093}
{"data_time": 0.0043886115308851, "eta_seconds": 20515.7837700753, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41661939875212706, "fast_rcnn/fg_cls_accuracy": 0.5833806012478729, "iteration": 201979, "loss_box_reg": 0.006617199906031601, "loss_cls": 0.04225086426595226, "loss_rpn_cls": 0.0005919320935845462, "loss_rpn_loc": 0.001724699675833108, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392609578557312, "total_loss": 0.05259539272094571}
{"data_time": 0.004237357759848237, "eta_seconds": 20503.053754568333, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.49390243902439024, "fast_rcnn/fg_cls_accuracy": 0.5060975609756098, "iteration": 201999, "loss_box_reg": 0.00779811484972015, "loss_cls": 0.041989742894656956, "loss_rpn_cls": 0.0009107314447192039, "loss_rpn_loc": 0.0025098361948039383, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5396807927172631, "total_loss": 0.055192261918818986}
{"data_time": 0.004031514981761575, "eta_seconds": 20489.90091052279, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5022505626406601, "fast_rcnn/fg_cls_accuracy": 0.49774943735933985, "iteration": 202019, "loss_box_reg": 0.0067974407284054905, "loss_cls": 0.03964037325931713, "loss_rpn_cls": 0.0010864789425113486, "loss_rpn_loc": 0.0017791223453968996, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5327496321406215, "total_loss": 0.04995415225948818}
{"data_time": 0.004100271034985781, "eta_seconds": 20483.408318977104, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20294117647058824, "fast_rcnn/fg_cls_accuracy": 0.792407660738714, "iteration": 202039, "loss_box_reg": 0.0073902803706005216, "loss_cls": 0.04102128796512261, "loss_rpn_cls": 0.0004114691828931427, "loss_rpn_loc": 0.0021791602339362726, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.542497091460973, "total_loss": 0.052256399979285106}
{"data_time": 0.00419797096401453, "eta_seconds": 20472.616501944372, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4532671629445823, "fast_rcnn/fg_cls_accuracy": 0.5467328370554176, "iteration": 202059, "loss_box_reg": 0.006319455234915949, "loss_cls": 0.04277332965284586, "loss_rpn_cls": 0.0007204299994896246, "loss_rpn_loc": 0.0015701333213655744, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5388486059382558, "total_loss": 0.05285983656187909}
{"data_time": 0.004096919670701027, "eta_seconds": 20463.12449778407, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3267008985879333, "fast_rcnn/fg_cls_accuracy": 0.6732991014120667, "iteration": 202079, "loss_box_reg": 0.0065296064130961895, "loss_cls": 0.040993401024024934, "loss_rpn_cls": 0.000895729392254907, "loss_rpn_loc": 0.0016877420039236313, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363089314196259, "total_loss": 0.052661771302012994}
{"data_time": 0.004074015887454152, "eta_seconds": 20449.099769792752, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3524305555555556, "fast_rcnn/fg_cls_accuracy": 0.6319444444444444, "iteration": 202099, "loss_box_reg": 0.0068113879970042035, "loss_cls": 0.04282751737628132, "loss_rpn_cls": 0.0013520124236947595, "loss_rpn_loc": 0.0019568971983972006, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5392252970486879, "total_loss": 0.054094430215485545}
{"data_time": 0.0041520665399730206, "eta_seconds": 20440.241050846176, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3682539682539683, "fast_rcnn/fg_cls_accuracy": 0.6317460317460317, "iteration": 202119, "loss_box_reg": 0.007171441655373201, "loss_cls": 0.040615556528791785, "loss_rpn_cls": 0.0009911252769825296, "loss_rpn_loc": 0.0019967183307016967, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5351948651950806, "total_loss": 0.0515067935223783}
{"data_time": 0.004211413906887174, "eta_seconds": 20429.449233813444, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3273809523809524, "fast_rcnn/fg_cls_accuracy": 0.6726190476190477, "iteration": 202139, "loss_box_reg": 0.006400254525942728, "loss_cls": 0.03939447706216015, "loss_rpn_cls": 0.0007423128325285688, "loss_rpn_loc": 0.0018567343704489758, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5392638850025833, "total_loss": 0.04939679964104471}
{"data_time": 0.004356327932327986, "eta_seconds": 20418.657416780712, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.444015444015444, "fast_rcnn/fg_cls_accuracy": 0.5424710424710424, "iteration": 202159, "loss_box_reg": 0.007496857433579862, "loss_cls": 0.038104332925286144, "loss_rpn_cls": 0.0009282329713755644, "loss_rpn_loc": 0.0019203088431822835, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5316670320462435, "total_loss": 0.04645936556806873}
{"data_time": 0.004492358071729541, "eta_seconds": 20405.936581972288, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.5075757575757576, "fast_rcnn/fg_cls_accuracy": 0.49242424242424243, "iteration": 202179, "loss_box_reg": 0.007758123945677653, "loss_cls": 0.04295739863300696, "loss_rpn_cls": 0.0006205130879948229, "loss_rpn_loc": 0.001883793949673418, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5428374505136162, "total_loss": 0.0530232940740234}
{"data_time": 0.004083825973793864, "eta_seconds": 20397.073782715248, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.19659442724458204, "fast_rcnn/fg_cls_accuracy": 0.8034055727554179, "iteration": 202199, "loss_box_reg": 0.006933169628609903, "loss_cls": 0.04193846753332764, "loss_rpn_cls": 0.0007848653353903501, "loss_rpn_loc": 0.002836932972059003, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5384150790050626, "total_loss": 0.05190396653097196}
{"data_time": 0.004029426956549287, "eta_seconds": 20384.354988062056, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.5861093651791326, "iteration": 202219, "loss_box_reg": 0.006411115231458098, "loss_cls": 0.041273634356912225, "loss_rpn_cls": 0.0005302800585695877, "loss_rpn_loc": 0.0014276907822932117, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5316097955219448, "total_loss": 0.05062134399884144}
{"data_time": 0.004374490352347493, "eta_seconds": 20373.56419110694, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48256320836965994, "fast_rcnn/fg_cls_accuracy": 0.48324324324324325, "iteration": 202239, "loss_box_reg": 0.006352969183353707, "loss_cls": 0.0401120784226805, "loss_rpn_cls": 0.0008859817999109509, "loss_rpn_loc": 0.002174295057557174, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385004580020905, "total_loss": 0.04944753942606894}
{"data_time": 0.004459652584046125, "eta_seconds": 20361.150000346126, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4198170731707317, "fast_rcnn/fg_cls_accuracy": 0.5801829268292682, "iteration": 202259, "loss_box_reg": 0.006987040280364454, "loss_cls": 0.043940885341726243, "loss_rpn_cls": 0.0012925343714869086, "loss_rpn_loc": 0.0019753293872781796, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348094669170678, "total_loss": 0.05458231663374136}
{"data_time": 0.004131835186854005, "eta_seconds": 20346.363609660184, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4714052287581699, "fast_rcnn/fg_cls_accuracy": 0.5214646464646464, "iteration": 202279, "loss_box_reg": 0.00692810514010489, "loss_cls": 0.04271852987585589, "loss_rpn_cls": 0.00041562850776699634, "loss_rpn_loc": 0.0014774730952922255, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354120470583439, "total_loss": 0.05336112546842742}
{"data_time": 0.003931900020688772, "eta_seconds": 20328.953795676352, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28536184210526316, "fast_rcnn/fg_cls_accuracy": 0.6967265725288831, "iteration": 202299, "loss_box_reg": 0.007086845915182494, "loss_cls": 0.04363959457259625, "loss_rpn_cls": 0.0006635722689907197, "loss_rpn_loc": 0.0023114928990253247, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5375889835413545, "total_loss": 0.05460696146559485}
{"data_time": 0.004184726858511567, "eta_seconds": 20318.169490859145, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3881756756756757, "fast_rcnn/fg_cls_accuracy": 0.6118243243243243, "iteration": 202319, "loss_box_reg": 0.006353219068842009, "loss_cls": 0.04347611893899739, "loss_rpn_cls": 0.0005561538278016087, "loss_rpn_loc": 0.0017157849615614396, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369386146776378, "total_loss": 0.055116301403586476}
{"data_time": 0.004379358375445008, "eta_seconds": 20314.000156502007, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44953416149068326, "fast_rcnn/fg_cls_accuracy": 0.5504658385093167, "iteration": 202339, "loss_box_reg": 0.007736857456620783, "loss_cls": 0.0412531265465077, "loss_rpn_cls": 0.0005163878624898643, "loss_rpn_loc": 0.0019482882453303318, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5482134823687375, "total_loss": 0.051408369145292454}
{"data_time": 0.00389894749969244, "eta_seconds": 20311.497391920537, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.16891064871481026, "fast_rcnn/fg_cls_accuracy": 0.8310893512851898, "iteration": 202359, "loss_box_reg": 0.006655422999756411, "loss_cls": 0.042540257854852825, "loss_rpn_cls": 0.0005416330618572829, "loss_rpn_loc": 0.0013976376703794813, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5411556845065206, "total_loss": 0.05295668494215988}
{"data_time": 0.003967557102441788, "eta_seconds": 20305.68221861683, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3774928774928775, "fast_rcnn/fg_cls_accuracy": 0.6225071225071226, "iteration": 202379, "loss_box_reg": 0.007838272169465199, "loss_cls": 0.04278918573982082, "loss_rpn_cls": 0.0005585197413893184, "loss_rpn_loc": 0.0017883966975205112, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.542462584329769, "total_loss": 0.0531662057601352}
{"data_time": 0.0039221663028001785, "eta_seconds": 20289.912952195853, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22477477477477478, "fast_rcnn/fg_cls_accuracy": 0.7752252252252252, "iteration": 202399, "loss_box_reg": 0.007248965397593565, "loss_cls": 0.04037273826543242, "loss_rpn_cls": 0.0009657683091290892, "loss_rpn_loc": 0.002327914506167872, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5357030569575727, "total_loss": 0.05100504783882798}
{"data_time": 0.003755582496523857, "eta_seconds": 20288.397692509694, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4220985691573927, "fast_rcnn/fg_cls_accuracy": 0.5504504504504504, "iteration": 202419, "loss_box_reg": 0.00730920973001048, "loss_cls": 0.04359764116816223, "loss_rpn_cls": 0.0009614618015802989, "loss_rpn_loc": 0.0021495012297236826, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5405085638631135, "total_loss": 0.05583974924661561}
{"data_time": 0.004019150976091623, "eta_seconds": 20273.2976213675, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3610641891891892, "fast_rcnn/fg_cls_accuracy": 0.6389358108108107, "iteration": 202439, "loss_box_reg": 0.007050148255075328, "loss_cls": 0.04339257662650198, "loss_rpn_cls": 0.0005676270177445986, "loss_rpn_loc": 0.0018956654057546984, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.529939983971417, "total_loss": 0.05359539115994494}
{"data_time": 0.004285652423277497, "eta_seconds": 20255.689104012214, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.343108504398827, "fast_rcnn/fg_cls_accuracy": 0.656891495601173, "iteration": 202459, "loss_box_reg": 0.007301476420252584, "loss_cls": 0.04156815027818084, "loss_rpn_cls": 0.0008022954373245739, "loss_rpn_loc": 0.0019317833284731023, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5298744069878012, "total_loss": 0.05254843791658459}
{"data_time": 0.004185504512861371, "eta_seconds": 20242.460696934024, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4875, "fast_rcnn/fg_cls_accuracy": 0.5125, "iteration": 202479, "loss_box_reg": 0.00707467993197497, "loss_cls": 0.04038555861916393, "loss_rpn_cls": 0.0010953019218504778, "loss_rpn_loc": 0.002179860528485733, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440895941574126, "total_loss": 0.050141126014068504}
{"data_time": 0.004045896930620074, "eta_seconds": 20221.11074750428, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4426282051282051, "fast_rcnn/fg_cls_accuracy": 0.5531976744186047, "iteration": 202499, "loss_box_reg": 0.0063594942330382764, "loss_cls": 0.040440211014356464, "loss_rpn_cls": 0.001436636122832624, "loss_rpn_loc": 0.001811202464523376, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5350874739233404, "total_loss": 0.0520050654492934}
{"data_time": 0.0040806857869029045, "eta_seconds": 20210.326442687074, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.31746031746031744, "fast_rcnn/fg_cls_accuracy": 0.6214285714285714, "iteration": 202519, "loss_box_reg": 0.007537210418377072, "loss_cls": 0.03857230918947607, "loss_rpn_cls": 0.0006268706001151259, "loss_rpn_loc": 0.0018042561587208183, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5354751616250724, "total_loss": 0.04945417458884549}
{"data_time": 0.00433472846634686, "eta_seconds": 20210.61350454949, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4875, "fast_rcnn/fg_cls_accuracy": 0.47058823529411764, "iteration": 202539, "loss_box_reg": 0.007387720805127174, "loss_cls": 0.04251234186813235, "loss_rpn_cls": 0.0006588520725472335, "loss_rpn_loc": 0.002026718329943833, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5442996139172465, "total_loss": 0.054106653252006254}
{"data_time": 0.004339560633525252, "eta_seconds": 20196.05213636905, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.29411764705882354, "fast_rcnn/fg_cls_accuracy": 0.6226890756302521, "iteration": 202559, "loss_box_reg": 0.0067999127495568246, "loss_cls": 0.03967507745255716, "loss_rpn_cls": 0.0008632696896029302, "loss_rpn_loc": 0.0021522520401049405, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393830980174243, "total_loss": 0.05246660812898085}
{"data_time": 0.004262354923412204, "eta_seconds": 20185.263935126364, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4654761904761905, "fast_rcnn/fg_cls_accuracy": 0.5345238095238095, "iteration": 202579, "loss_box_reg": 0.007499959989218041, "loss_cls": 0.042374767479486763, "loss_rpn_cls": 0.0006916391863569515, "loss_rpn_loc": 0.00172518792169285, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5343789060134441, "total_loss": 0.0527913610565065}
{"data_time": 0.003827635897323489, "eta_seconds": 20169.478147214977, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4671201814058957, "fast_rcnn/fg_cls_accuracy": 0.5328798185941044, "iteration": 202599, "loss_box_reg": 0.006876465195091441, "loss_cls": 0.0417524155927822, "loss_rpn_cls": 0.0007948085501539026, "loss_rpn_loc": 0.0019634800364656257, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406820809002966, "total_loss": 0.05173639221288795}
{"data_time": 0.004675850039348006, "eta_seconds": 20163.687532640994, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.28877314814814814, "fast_rcnn/fg_cls_accuracy": 0.7112268518518519, "iteration": 202619, "loss_box_reg": 0.00779258442344144, "loss_cls": 0.044126055552624166, "loss_rpn_cls": 0.000614197776542369, "loss_rpn_loc": 0.0015378161660919432, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5502545349299908, "total_loss": 0.0552182961401968}
{"data_time": 0.003866350743919611, "eta_seconds": 20152.89933139831, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.21765734265734266, "fast_rcnn/fg_cls_accuracy": 0.7823426573426573, "iteration": 202639, "loss_box_reg": 0.006845764786703512, "loss_cls": 0.03672265459317714, "loss_rpn_cls": 0.0006507015909846814, "loss_rpn_loc": 0.001574484920638497, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538434823974967, "total_loss": 0.0472105682961228}
{"data_time": 0.0039741734508425, "eta_seconds": 20145.351266869577, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.30714285714285716, "fast_rcnn/fg_cls_accuracy": 0.645887445887446, "iteration": 202659, "loss_box_reg": 0.006869687189464457, "loss_cls": 0.0411982323275879, "loss_rpn_cls": 0.0007694634722383853, "loss_rpn_loc": 0.0019878118655469734, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5481168043334037, "total_loss": 0.05199718312917412}
{"data_time": 0.0043530946131795645, "eta_seconds": 20134.56133019575, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.3485691573926868, "fast_rcnn/fg_cls_accuracy": 0.6514308426073132, "iteration": 202679, "loss_box_reg": 0.007353328153840266, "loss_cls": 0.04193020099774003, "loss_rpn_cls": 0.0005001161301834145, "loss_rpn_loc": 0.0018956528438138776, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5335517770145088, "total_loss": 0.053450258673933604}
{"data_time": 0.004202989395707846, "eta_seconds": 20115.550503175473, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4444444444444444, "fast_rcnn/fg_cls_accuracy": 0.5555555555555556, "iteration": 202699, "loss_box_reg": 0.006697862554574385, "loss_cls": 0.04124331125058234, "loss_rpn_cls": 0.000786028481172707, "loss_rpn_loc": 0.0019229522895329865, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5345034301280975, "total_loss": 0.051144604612716194}
{"data_time": 0.004168944898992777, "eta_seconds": 20104.764974367572, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2426470588235294, "fast_rcnn/fg_cls_accuracy": 0.7573529411764706, "iteration": 202719, "loss_box_reg": 0.0071824933984316885, "loss_cls": 0.044532662723213434, "loss_rpn_cls": 0.000639165356005833, "loss_rpn_loc": 0.0022008439045748673, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433366454672068, "total_loss": 0.05581439111136888}
{"data_time": 0.003928334219381213, "eta_seconds": 20091.699089697795, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3821898821898822, "fast_rcnn/fg_cls_accuracy": 0.6146049896049897, "iteration": 202739, "loss_box_reg": 0.0076772574975620955, "loss_cls": 0.04314150134450756, "loss_rpn_cls": 0.0007032945438822935, "loss_rpn_loc": 0.0015906532898952719, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.542569738579914, "total_loss": 0.05470347001798359}
{"data_time": 0.0038813904393464327, "eta_seconds": 20079.665749514243, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2727272727272727, "fast_rcnn/fg_cls_accuracy": 0.7272727272727273, "iteration": 202759, "loss_box_reg": 0.007107448298484087, "loss_cls": 0.04275702341692522, "loss_rpn_cls": 0.0009296361331507796, "loss_rpn_loc": 0.0016351492140529444, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5303318635560572, "total_loss": 0.05285894447774808}
{"data_time": 0.0045237173326313496, "eta_seconds": 20067.464422226418, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.46163793103448275, "fast_rcnn/fg_cls_accuracy": 0.5383620689655173, "iteration": 202779, "loss_box_reg": 0.007198403705842793, "loss_cls": 0.04210522735957056, "loss_rpn_cls": 0.0007506160281707253, "loss_rpn_loc": 0.001960750829312019, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5385939211118966, "total_loss": 0.052494664057633145}
{"data_time": 0.004178854404017329, "eta_seconds": 20050.35586801055, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.17115384615384616, "fast_rcnn/fg_cls_accuracy": 0.8288461538461538, "iteration": 202799, "loss_box_reg": 0.006618459970923141, "loss_cls": 0.04137149982852861, "loss_rpn_cls": 0.001578122046964836, "loss_rpn_loc": 0.0020842252615693724, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5298993282485753, "total_loss": 0.05182654099468209}
{"data_time": 0.004207521211355925, "eta_seconds": 20033.195378515637, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 202819, "loss_box_reg": 0.006598918669624254, "loss_cls": 0.041358762653544545, "loss_rpn_cls": 0.0006354577389515725, "loss_rpn_loc": 0.002028424929449102, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.536820262670517, "total_loss": 0.051741487991193935}
{"data_time": 0.0039306157268583775, "eta_seconds": 20022.41933947499, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3930205949656751, "fast_rcnn/fg_cls_accuracy": 0.6069794050343249, "iteration": 202839, "loss_box_reg": 0.006844643561635166, "loss_cls": 0.04154328175354749, "loss_rpn_cls": 0.0009036334913616884, "loss_rpn_loc": 0.0021337163088901434, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5372563116252422, "total_loss": 0.05084241347097418}
{"data_time": 0.003612119471654296, "eta_seconds": 19999.728316375986, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.36278195488721804, "fast_rcnn/fg_cls_accuracy": 0.6019736842105263, "iteration": 202859, "loss_box_reg": 0.006744549420545809, "loss_cls": 0.04078583873342723, "loss_rpn_cls": 0.0007136994886423054, "loss_rpn_loc": 0.0014840947369521018, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5308193368837237, "total_loss": 0.05159869881501322}
{"data_time": 0.004583922680467367, "eta_seconds": 19988.536608443595, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.49242424242424243, "fast_rcnn/fg_cls_accuracy": 0.5075757575757576, "iteration": 202879, "loss_box_reg": 0.007231409996165894, "loss_cls": 0.04290979553479701, "loss_rpn_cls": 0.0009456237806944046, "loss_rpn_loc": 0.0028676336169155547, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5345025064889342, "total_loss": 0.054971795464325623}
{"data_time": 0.003879860043525696, "eta_seconds": 19966.876392722363, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2638888888888889, "fast_rcnn/fg_cls_accuracy": 0.7361111111111112, "iteration": 202899, "loss_box_reg": 0.0076842213165946305, "loss_cls": 0.045736925676465034, "loss_rpn_cls": 0.0009300146360828876, "loss_rpn_loc": 0.0020244559345883317, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.533511541550979, "total_loss": 0.055100544205402}
{"data_time": 0.0038772893603891134, "eta_seconds": 19961.080689347116, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4388789505068575, "fast_rcnn/fg_cls_accuracy": 0.5611210494931425, "iteration": 202919, "loss_box_reg": 0.0075712286052294075, "loss_cls": 0.043906353297643363, "loss_rpn_cls": 0.0006066378523428284, "loss_rpn_loc": 0.0016831208195071667, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5398390553891659, "total_loss": 0.05478528456069398}
{"data_time": 0.00373858492821455, "eta_seconds": 19958.591076380108, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.33647058823529413, "fast_rcnn/fg_cls_accuracy": 0.6635294117647059, "iteration": 202939, "loss_box_reg": 0.006697682314552367, "loss_cls": 0.04148149362299591, "loss_rpn_cls": 0.0008391537841703212, "loss_rpn_loc": 0.0022094393825682346, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540387162938714, "total_loss": 0.05212795271654613}
{"data_time": 0.004175561014562845, "eta_seconds": 19952.49538646126, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4117647058823529, "fast_rcnn/fg_cls_accuracy": 0.5683111954459203, "iteration": 202959, "loss_box_reg": 0.006861813119030558, "loss_cls": 0.04329660162329674, "loss_rpn_cls": 0.0005331143238436198, "loss_rpn_loc": 0.0020875641457678284, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.538382928352803, "total_loss": 0.05199480380809973}
{"data_time": 0.003921444062143564, "eta_seconds": 19937.04973526532, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3254010695187166, "fast_rcnn/fg_cls_accuracy": 0.6294670846394984, "iteration": 202979, "loss_box_reg": 0.007490154792321846, "loss_cls": 0.0423362439032644, "loss_rpn_cls": 0.0010971897153240207, "loss_rpn_loc": 0.0021564019261859357, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5417984749656171, "total_loss": 0.05449991582474922}
{"data_time": 0.004105238476768136, "eta_seconds": 19924.34095566161, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37935540069686413, "fast_rcnn/fg_cls_accuracy": 0.6206445993031359, "iteration": 202999, "loss_box_reg": 0.007371960236923769, "loss_cls": 0.04112570604775101, "loss_rpn_cls": 0.0010923652140490958, "loss_rpn_loc": 0.002200512226409046, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5373249505646527, "total_loss": 0.05070503074603039}
{"data_time": 0.0041375665459781885, "eta_seconds": 19913.150839601643, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 203019, "loss_box_reg": 0.007477143924916163, "loss_cls": 0.04018667896161787, "loss_rpn_cls": 0.0007597632937859089, "loss_rpn_loc": 0.001709597960143583, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5336496934760362, "total_loss": 0.05187005752929963}
{"data_time": 0.004203156800940633, "eta_seconds": 19902.381444052793, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4258241758241758, "fast_rcnn/fg_cls_accuracy": 0.5741758241758241, "iteration": 203039, "loss_box_reg": 0.006569452030817047, "loss_cls": 0.03982634923886508, "loss_rpn_cls": 0.0005823390329169342, "loss_rpn_loc": 0.0017256391620321665, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398809253238142, "total_loss": 0.04890580256767407}
{"data_time": 0.0043408500496298075, "eta_seconds": 19886.429861917626, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.24269005847953215, "fast_rcnn/fg_cls_accuracy": 0.743421052631579, "iteration": 203059, "loss_box_reg": 0.006510845851153135, "loss_cls": 0.04080939004779793, "loss_rpn_cls": 0.0009709094915706373, "loss_rpn_loc": 0.0015676292205171194, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351937159430236, "total_loss": 0.05203553872286193}
{"data_time": 0.004119052551686764, "eta_seconds": 19880.978956525214, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.41244527829893685, "fast_rcnn/fg_cls_accuracy": 0.5760162601626015, "iteration": 203079, "loss_box_reg": 0.00660899659851566, "loss_cls": 0.04089098342228681, "loss_rpn_cls": 0.001020854554667494, "loss_rpn_loc": 0.0019540900248102844, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5452037546783686, "total_loss": 0.05124455364267533}
{"data_time": 0.003870845539495349, "eta_seconds": 19868.488487002905, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.46247654784240155, "fast_rcnn/fg_cls_accuracy": 0.5375234521575984, "iteration": 203099, "loss_box_reg": 0.007407783123198897, "loss_cls": 0.04191893042298034, "loss_rpn_cls": 0.0008606154840720137, "loss_rpn_loc": 0.002121373250702163, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375126900617033, "total_loss": 0.054988254008122794}
{"data_time": 0.0037823135498911142, "eta_seconds": 19857.719950384926, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.29605263157894735, "fast_rcnn/fg_cls_accuracy": 0.7039473684210527, "iteration": 203119, "loss_box_reg": 0.007363521988736466, "loss_cls": 0.04401994193904102, "loss_rpn_cls": 0.00048663869972642715, "loss_rpn_loc": 0.0024872860667528585, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346726512070745, "total_loss": 0.05469586243464164}
{"data_time": 0.004545112606137991, "eta_seconds": 19848.670548372902, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.45833333333333337, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 203139, "loss_box_reg": 0.007220201980089769, "loss_cls": 0.042698814591858536, "loss_rpn_cls": 0.0009210980347518216, "loss_rpn_loc": 0.00165180342446547, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5407464099116623, "total_loss": 0.054233995752724695}
{"data_time": 0.004509467398747802, "eta_seconds": 19844.763438692782, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36376115305422096, "fast_rcnn/fg_cls_accuracy": 0.6362388469457789, "iteration": 203159, "loss_box_reg": 0.007793935845256783, "loss_cls": 0.04326534387655556, "loss_rpn_cls": 0.0008842758737728218, "loss_rpn_loc": 0.0020095844611205393, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5422679632902145, "total_loss": 0.05548775808006212}
{"data_time": 0.003930941689759493, "eta_seconds": 19837.79332064325, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24266862170087977, "fast_rcnn/fg_cls_accuracy": 0.6881313131313131, "iteration": 203179, "loss_box_reg": 0.007458395994035527, "loss_cls": 0.04169956181431189, "loss_rpn_cls": 0.0003891668719120389, "loss_rpn_loc": 0.0017420326330466196, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5458284432534128, "total_loss": 0.052661546289186845}
{"data_time": 0.003995526814833283, "eta_seconds": 19827.425633263076, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.3081081081081081, "fast_rcnn/fg_cls_accuracy": 0.6625, "iteration": 203199, "loss_box_reg": 0.007084769138600677, "loss_cls": 0.04101223894394934, "loss_rpn_cls": 0.0005448966351622175, "loss_rpn_loc": 0.003270041273935931, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416814761701971, "total_loss": 0.052150449585042224}
{"data_time": 0.004137021489441395, "eta_seconds": 19822.37689809804, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5166852057842046, "fast_rcnn/fg_cls_accuracy": 0.4833147942157954, "iteration": 203219, "loss_box_reg": 0.006687006360152736, "loss_cls": 0.04384051728993654, "loss_rpn_cls": 0.0007303267018414772, "loss_rpn_loc": 0.002467648435413139, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5418510588351637, "total_loss": 0.05354433007346415}
{"data_time": 0.0042559923604130745, "eta_seconds": 19813.782957815798, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3302845528455285, "fast_rcnn/fg_cls_accuracy": 0.6697154471544715, "iteration": 203239, "loss_box_reg": 0.007112034974852577, "loss_cls": 0.04113399481866509, "loss_rpn_cls": 0.0006370349977942169, "loss_rpn_loc": 0.001953898790816311, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5441583627834916, "total_loss": 0.051484382836690656}
{"data_time": 0.004537552362307906, "eta_seconds": 19803.003173284465, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3896551724137931, "fast_rcnn/fg_cls_accuracy": 0.6103448275862069, "iteration": 203259, "loss_box_reg": 0.00697689043590799, "loss_cls": 0.041940786642953753, "loss_rpn_cls": 0.0008941450694237574, "loss_rpn_loc": 0.002798070110657136, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.536897299811244, "total_loss": 0.053438365158626766}
{"data_time": 0.004195413319393992, "eta_seconds": 19790.04111022153, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18118466898954705, "fast_rcnn/fg_cls_accuracy": 0.7815482502651114, "iteration": 203279, "loss_box_reg": 0.007009493332589045, "loss_cls": 0.042654364195186645, "loss_rpn_cls": 0.0006849409845131049, "loss_rpn_loc": 0.0018970054152305238, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5300450476352125, "total_loss": 0.0535067986637614}
{"data_time": 0.003954206360504031, "eta_seconds": 19781.4436042218, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.22162162162162163, "fast_rcnn/fg_cls_accuracy": 0.7204836415362732, "iteration": 203299, "loss_box_reg": 0.006718308461131528, "loss_cls": 0.04277612699661404, "loss_rpn_cls": 0.0005396374532438131, "loss_rpn_loc": 0.002220336733444128, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5446132170036435, "total_loss": 0.052960691518080694}
{"data_time": 0.004281088011339307, "eta_seconds": 19768.483918303857, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.41621621621621624, "fast_rcnn/fg_cls_accuracy": 0.5650337837837838, "iteration": 203319, "loss_box_reg": 0.007002056532655843, "loss_cls": 0.04309404140803963, "loss_rpn_cls": 0.0005083542102966021, "loss_rpn_loc": 0.00208238845152664, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.531207604566589, "total_loss": 0.05325457431331415}
{"data_time": 0.004790859529748559, "eta_seconds": 19751.59123674268, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.44270833333333337, "fast_rcnn/fg_cls_accuracy": 0.5295138888888888, "iteration": 203339, "loss_box_reg": 0.007132125698262826, "loss_cls": 0.042160384356975555, "loss_rpn_cls": 0.0005915107399232511, "loss_rpn_loc": 0.0015264574522007024, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5337812108919024, "total_loss": 0.05421723669815037}
{"data_time": 0.0043132975697517395, "eta_seconds": 19740.29916786379, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3829268292682927, "fast_rcnn/fg_cls_accuracy": 0.5961429381735678, "iteration": 203359, "loss_box_reg": 0.008172400208422914, "loss_cls": 0.04104137350805104, "loss_rpn_cls": 0.001397800411496064, "loss_rpn_loc": 0.001865620271928492, "lr": 0.001, "roi_head/num_bg_samples": 491.0, "roi_head/num_fg_samples": 21.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5384683345910162, "total_loss": 0.05224712191534309}
{"data_time": 0.004348463146016002, "eta_seconds": 19714.164423629176, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 203379, "loss_box_reg": 0.006752092216629535, "loss_cls": 0.04378020029980689, "loss_rpn_cls": 0.0009250735132582122, "loss_rpn_loc": 0.0018707922154135304, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5288823635783046, "total_loss": 0.053932935811872085}
{"data_time": 0.004100539488717914, "eta_seconds": 19703.397833736148, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3505263157894737, "fast_rcnn/fg_cls_accuracy": 0.6494736842105263, "iteration": 203399, "loss_box_reg": 0.00644437363371253, "loss_cls": 0.040441463817842305, "loss_rpn_cls": 0.0009501762629042787, "loss_rpn_loc": 0.002109266941261012, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5383195197209716, "total_loss": 0.05105787541560858}
{"data_time": 0.003867467399686575, "eta_seconds": 19692.63124384312, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4486607142857143, "fast_rcnn/fg_cls_accuracy": 0.5513392857142857, "iteration": 203419, "loss_box_reg": 0.006923679291503504, "loss_cls": 0.03838945704046637, "loss_rpn_cls": 0.0008029366201753874, "loss_rpn_loc": 0.0017924101557582617, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5395642053335905, "total_loss": 0.049506402781730685}
{"data_time": 0.00427490659058094, "eta_seconds": 19686.49126878963, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.40967365967365965, "fast_rcnn/fg_cls_accuracy": 0.5903263403263403, "iteration": 203439, "loss_box_reg": 0.00742167720454745, "loss_cls": 0.04153998591937125, "loss_rpn_cls": 0.0007626214392075781, "loss_rpn_loc": 0.0016104072037705919, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5358181339688599, "total_loss": 0.05217286292395329}
{"data_time": 0.004282374633476138, "eta_seconds": 19674.433427720098, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4142228739002933, "fast_rcnn/fg_cls_accuracy": 0.5857771260997068, "iteration": 203459, "loss_box_reg": 0.006970388727495447, "loss_cls": 0.04365461831912398, "loss_rpn_cls": 0.0007690963175264187, "loss_rpn_loc": 0.0020316241225373233, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.533859457122162, "total_loss": 0.052527070368910245}
{"data_time": 0.004011791432276368, "eta_seconds": 19663.665012281155, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.22844827586206895, "fast_rcnn/fg_cls_accuracy": 0.718349358974359, "iteration": 203479, "loss_box_reg": 0.006977056720643304, "loss_cls": 0.04077697277534753, "loss_rpn_cls": 0.0005819547124019664, "loss_rpn_loc": 0.002196585413912544, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417842546012253, "total_loss": 0.05280769534124374}
{"data_time": 0.004070868948474526, "eta_seconds": 19643.81179845077, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3158244680851064, "fast_rcnn/fg_cls_accuracy": 0.6841755319148937, "iteration": 203499, "loss_box_reg": 0.007677476300159469, "loss_cls": 0.04137433774303645, "loss_rpn_cls": 0.0008293603061702015, "loss_rpn_loc": 0.0017034891934599727, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334291714243591, "total_loss": 0.05360627674360785}
{"data_time": 0.0039013419300317764, "eta_seconds": 19632.836421186337, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1551332955190017, "fast_rcnn/fg_cls_accuracy": 0.8204764605785593, "iteration": 203519, "loss_box_reg": 0.007125596981495619, "loss_cls": 0.04036158445524052, "loss_rpn_cls": 0.0008407155547374145, "loss_rpn_loc": 0.0019745541549127665, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5367149990051985, "total_loss": 0.05074835404397504}
{"data_time": 0.0044841282069683075, "eta_seconds": 19616.911931644892, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4877757901013715, "fast_rcnn/fg_cls_accuracy": 0.5122242098986285, "iteration": 203539, "loss_box_reg": 0.006678796926280484, "loss_cls": 0.04093176545575261, "loss_rpn_cls": 0.0005060722469352186, "loss_rpn_loc": 0.0016693956022209022, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390211984049529, "total_loss": 0.05087843717183205}
{"data_time": 0.003948858706280589, "eta_seconds": 19598.18906034669, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.345150311968236, "fast_rcnn/fg_cls_accuracy": 0.654849688031764, "iteration": 203559, "loss_box_reg": 0.007282346283318475, "loss_cls": 0.04090600341442041, "loss_rpn_cls": 0.0007558727749028549, "loss_rpn_loc": 0.002350620328797959, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5360245178453624, "total_loss": 0.052277032135918944}
{"data_time": 0.003937063971534371, "eta_seconds": 19600.54645695095, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36602870813397126, "fast_rcnn/fg_cls_accuracy": 0.6339712918660287, "iteration": 203579, "loss_box_reg": 0.0062330143846338615, "loss_cls": 0.04261174512794241, "loss_rpn_cls": 0.0006116077300362122, "loss_rpn_loc": 0.00209444721986074, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5452254679985344, "total_loss": 0.053050689443011834}
{"data_time": 0.003843028098344803, "eta_seconds": 19589.783135539154, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4315245478036176, "fast_rcnn/fg_cls_accuracy": 0.542483660130719, "iteration": 203599, "loss_box_reg": 0.007795009049004875, "loss_cls": 0.04230494471266866, "loss_rpn_cls": 0.0010909081365753082, "loss_rpn_loc": 0.001970074594282778, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390977014321834, "total_loss": 0.05449385043732491}
{"data_time": 0.004619421903043985, "eta_seconds": 19566.090018391376, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3918918918918919, "fast_rcnn/fg_cls_accuracy": 0.6081081081081081, "iteration": 203619, "loss_box_reg": 0.0071871955442475155, "loss_cls": 0.04266980045940727, "loss_rpn_cls": 0.0012830753691446262, "loss_rpn_loc": 0.001981515517400112, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5371629996225238, "total_loss": 0.054244828940682055}
{"data_time": 0.004624988185241818, "eta_seconds": 19559.17932112608, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4965277777777778, "fast_rcnn/fg_cls_accuracy": 0.5034722222222222, "iteration": 203639, "loss_box_reg": 0.00678638179670088, "loss_cls": 0.041699493187479675, "loss_rpn_cls": 0.000865335403887002, "loss_rpn_loc": 0.0018897978152381256, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416314648464322, "total_loss": 0.0540167339186155}
{"data_time": 0.0038370464462786913, "eta_seconds": 19541.251844365383, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2754515599343186, "fast_rcnn/fg_cls_accuracy": 0.6861471861471862, "iteration": 203659, "loss_box_reg": 0.006439830351155251, "loss_cls": 0.03788833707221784, "loss_rpn_cls": 0.0009483425611733765, "loss_rpn_loc": 0.0017227420630661072, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5330525054596364, "total_loss": 0.048241461429853416}
{"data_time": 0.00402574660256505, "eta_seconds": 19531.654456696473, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4497536945812808, "fast_rcnn/fg_cls_accuracy": 0.5292145593869731, "iteration": 203679, "loss_box_reg": 0.007975814078235999, "loss_cls": 0.0419406226137653, "loss_rpn_cls": 0.0005992269490491253, "loss_rpn_loc": 0.0016969351381703746, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5391861232928932, "total_loss": 0.0519422186622478}
{"data_time": 0.004242950119078159, "eta_seconds": 19520.89943648409, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.34134615384615385, "fast_rcnn/fg_cls_accuracy": 0.6586538461538461, "iteration": 203699, "loss_box_reg": 0.007555301170214079, "loss_cls": 0.04375705518759787, "loss_rpn_cls": 0.0009174819895179098, "loss_rpn_loc": 0.0016099063814181136, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5242469203658402, "total_loss": 0.055599831236804675}
{"data_time": 0.0040883710607886314, "eta_seconds": 19508.988695011707, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18859649122807015, "fast_rcnn/fg_cls_accuracy": 0.8114035087719298, "iteration": 203719, "loss_box_reg": 0.0073843328427756205, "loss_cls": 0.04087827180046588, "loss_rpn_cls": 0.0009364324033640514, "loss_rpn_loc": 0.0018348387002333766, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5356388865038753, "total_loss": 0.0515777588584001}
{"data_time": 0.004103152547031641, "eta_seconds": 19505.387678098865, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33611111111111114, "fast_rcnn/fg_cls_accuracy": 0.6408730158730158, "iteration": 203739, "loss_box_reg": 0.0065959346102317795, "loss_cls": 0.04218550358200446, "loss_rpn_cls": 0.0005656696209825895, "loss_rpn_loc": 0.0019239566881879, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5493419056292623, "total_loss": 0.05181932499277764}
{"data_time": 0.004290989367291331, "eta_seconds": 19509.59921566164, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.41711229946524064, "fast_rcnn/fg_cls_accuracy": 0.5828877005347594, "iteration": 203759, "loss_box_reg": 0.00658973514509853, "loss_cls": 0.043419369496405125, "loss_rpn_cls": 0.0013983359456233302, "loss_rpn_loc": 0.0018273022287758067, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5462283182423562, "total_loss": 0.05320833052917351}
{"data_time": 0.0042384592816233635, "eta_seconds": 19498.832625768613, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32918050941306753, "fast_rcnn/fg_cls_accuracy": 0.6708194905869325, "iteration": 203779, "loss_box_reg": 0.007212491880636662, "loss_cls": 0.04293642903212458, "loss_rpn_cls": 0.0006220660046380999, "loss_rpn_loc": 0.002124077724147355, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376242210622877, "total_loss": 0.05499941291793675}
{"data_time": 0.003991135396063328, "eta_seconds": 19491.370365258073, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.30194805194805197, "fast_rcnn/fg_cls_accuracy": 0.6866883116883117, "iteration": 203799, "loss_box_reg": 0.007576851610792801, "loss_cls": 0.043584080412983894, "loss_rpn_cls": 0.0008087309415714117, "loss_rpn_loc": 0.0020953888524672948, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5423447175417095, "total_loss": 0.05375714397075626}
{"data_time": 0.004607795970514417, "eta_seconds": 19478.939110626234, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.603030303030303, "iteration": 203819, "loss_box_reg": 0.006846505290013738, "loss_cls": 0.0423287486191839, "loss_rpn_cls": 0.0006387196481227875, "loss_rpn_loc": 0.0014148682384984568, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5331712702754885, "total_loss": 0.053320657177209796}
{"data_time": 0.003961663926020265, "eta_seconds": 19469.83353438019, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4096774193548387, "fast_rcnn/fg_cls_accuracy": 0.5903225806451613, "iteration": 203839, "loss_box_reg": 0.006921115302247927, "loss_cls": 0.03993695543613285, "loss_rpn_cls": 0.00044047816101056014, "loss_rpn_loc": 0.0016028566678869538, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5399077292531729, "total_loss": 0.04925390371064964}
{"data_time": 0.004614511271938682, "eta_seconds": 19466.10279712337, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3144280968201234, "fast_rcnn/fg_cls_accuracy": 0.6855719031798766, "iteration": 203859, "loss_box_reg": 0.006939434795640409, "loss_cls": 0.043288752203807235, "loss_rpn_cls": 0.0007737530648910251, "loss_rpn_loc": 0.0019288399435026804, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384725511539727, "total_loss": 0.05282297069470587}
{"data_time": 0.0038647691253572702, "eta_seconds": 19461.02156850905, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.17352941176470588, "fast_rcnn/fg_cls_accuracy": 0.7277777777777779, "iteration": 203879, "loss_box_reg": 0.006768200983060524, "loss_cls": 0.0399359428556636, "loss_rpn_cls": 0.0006391879575176063, "loss_rpn_loc": 0.0019496767199598253, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5370174336712807, "total_loss": 0.04950246130556479}
{"data_time": 0.004350936971604824, "eta_seconds": 19454.91575475526, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.31862745098039214, "fast_rcnn/fg_cls_accuracy": 0.6813725490196079, "iteration": 203899, "loss_box_reg": 0.007174706741352566, "loss_cls": 0.04326096150907688, "loss_rpn_cls": 0.000402718887357878, "loss_rpn_loc": 0.002201611861892161, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5398354567587376, "total_loss": 0.054025528085958285}
{"data_time": 0.004355978453531861, "eta_seconds": 19434.923758779187, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45445344129554655, "fast_rcnn/fg_cls_accuracy": 0.5455465587044535, "iteration": 203919, "loss_box_reg": 0.007391967112198472, "loss_cls": 0.04266836401075125, "loss_rpn_cls": 0.0005996718657570455, "loss_rpn_loc": 0.001841613764554495, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374157661572099, "total_loss": 0.053812919114079705}
{"data_time": 0.004185712430626154, "eta_seconds": 19420.73101695208, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.21182795698924733, "fast_rcnn/fg_cls_accuracy": 0.7881720430107527, "iteration": 203939, "loss_box_reg": 0.007277637327206321, "loss_cls": 0.04281625640578568, "loss_rpn_cls": 0.0016292578804950608, "loss_rpn_loc": 0.002364541342103621, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5468385072890669, "total_loss": 0.053320027688073424}
{"data_time": 0.004155367612838745, "eta_seconds": 19405.223041746533, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3605555555555555, "fast_rcnn/fg_cls_accuracy": 0.6394444444444445, "iteration": 203959, "loss_box_reg": 0.006971710477955639, "loss_cls": 0.03998491005040705, "loss_rpn_cls": 0.0004989744193153456, "loss_rpn_loc": 0.0016071976478997385, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5344498232007027, "total_loss": 0.050301881200709886}
{"data_time": 0.004578139865770936, "eta_seconds": 19393.85127206007, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.29772727272727273, "fast_rcnn/fg_cls_accuracy": 0.6882352941176471, "iteration": 203979, "loss_box_reg": 0.00736410882382188, "loss_cls": 0.03970342443790287, "loss_rpn_cls": 0.0005289927051990162, "loss_rpn_loc": 0.0020324695578892715, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5387179104145616, "total_loss": 0.05077544747805973}
{"data_time": 0.004740266595035791, "eta_seconds": 19384.90221572062, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19356060606060604, "fast_rcnn/fg_cls_accuracy": 0.8064393939393939, "iteration": 203999, "loss_box_reg": 0.0066757867753040045, "loss_cls": 0.04335414260276593, "loss_rpn_cls": 0.00078810846984112, "loss_rpn_loc": 0.001367161961752572, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447277505882084, "total_loss": 0.05394479807810626}
{"data_time": 0.004628084832802415, "eta_seconds": 19377.646840657573, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4486788617886179, "fast_rcnn/fg_cls_accuracy": 0.5513211382113821, "iteration": 204019, "loss_box_reg": 0.006324564426904544, "loss_cls": 0.040304665570147336, "loss_rpn_cls": 0.0009858666874151822, "loss_rpn_loc": 0.001851745881140232, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5347052726428956, "total_loss": 0.050787012321023894}
{"data_time": 0.003894644556567073, "eta_seconds": 19363.364033763763, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3293036750483559, "fast_rcnn/fg_cls_accuracy": 0.6328175370728562, "iteration": 204039, "loss_box_reg": 0.006868132433737628, "loss_cls": 0.04307715455070138, "loss_rpn_cls": 0.000669958603282339, "loss_rpn_loc": 0.0021016046121076215, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397081477567554, "total_loss": 0.054002722715921436}
{"data_time": 0.004190743900835514, "eta_seconds": 19356.10475251032, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24773755656108598, "fast_rcnn/fg_cls_accuracy": 0.7482517482517483, "iteration": 204059, "loss_box_reg": 0.006969882902922109, "loss_cls": 0.04393059085123241, "loss_rpn_cls": 0.0008414068970239441, "loss_rpn_loc": 0.0020893702712783124, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5378397365566343, "total_loss": 0.05481615242320004}
{"data_time": 0.004057848826050758, "eta_seconds": 19341.825851806905, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.36071428571428577, "fast_rcnn/fg_cls_accuracy": 0.6392857142857142, "iteration": 204079, "loss_box_reg": 0.008320325388922356, "loss_cls": 0.045874074450694025, "loss_rpn_cls": 0.0009395995032832616, "loss_rpn_loc": 0.0023223808129841927, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541946759680286, "total_loss": 0.058908562171609447}
{"data_time": 0.004557031439617276, "eta_seconds": 19331.056760828476, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3572916666666667, "fast_rcnn/fg_cls_accuracy": 0.6427083333333333, "iteration": 204099, "loss_box_reg": 0.0076402921113185585, "loss_cls": 0.04397308873012662, "loss_rpn_cls": 0.0008442822107781467, "loss_rpn_loc": 0.0028678664057224523, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5407968426588923, "total_loss": 0.05483008808141676}
{"data_time": 0.004247413482517004, "eta_seconds": 19329.313025599346, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4538676607642125, "fast_rcnn/fg_cls_accuracy": 0.5461323392357875, "iteration": 204119, "loss_box_reg": 0.007212156779132783, "loss_cls": 0.0397258042357862, "loss_rpn_cls": 0.0008533397131031961, "loss_rpn_loc": 0.0018241886937175877, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5433319837320596, "total_loss": 0.050638442658112126}
{"data_time": 0.004531541373580694, "eta_seconds": 19308.155266027432, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.28736710444027513, "fast_rcnn/fg_cls_accuracy": 0.7126328955597248, "iteration": 204139, "loss_box_reg": 0.0074665985885076225, "loss_cls": 0.0418767899973318, "loss_rpn_cls": 0.0009431995202930921, "loss_rpn_loc": 0.0020449295443540905, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5351264711935073, "total_loss": 0.05286307010555902}
{"data_time": 0.0039649389218539, "eta_seconds": 19297.386935380753, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3332452431289641, "fast_rcnn/fg_cls_accuracy": 0.6443602693602694, "iteration": 204159, "loss_box_reg": 0.006712769769364968, "loss_cls": 0.03998620936181396, "loss_rpn_cls": 0.0011639467378472546, "loss_rpn_loc": 0.002347845755139133, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5501002338714898, "total_loss": 0.05110797751046903}
{"data_time": 0.0036589112132787704, "eta_seconds": 19282.360468740575, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32432432432432434, "fast_rcnn/fg_cls_accuracy": 0.6756756756756757, "iteration": 204179, "loss_box_reg": 0.00785804504994303, "loss_cls": 0.045011577545665205, "loss_rpn_cls": 0.0008766225378735726, "loss_rpn_loc": 0.002126019990100758, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348494949284941, "total_loss": 0.057345534391515685}
{"data_time": 0.003955296473577619, "eta_seconds": 19266.458195739193, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.40061936936936937, "fast_rcnn/fg_cls_accuracy": 0.5993806306306306, "iteration": 204199, "loss_box_reg": 0.006580786604899913, "loss_cls": 0.040092079318128526, "loss_rpn_cls": 0.0007071632639963354, "loss_rpn_loc": 0.0017364410050504375, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5322445870842785, "total_loss": 0.0509143694823706}
{"data_time": 0.003947449382394552, "eta_seconds": 19255.6951119171, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 204219, "loss_box_reg": 0.007315047405427322, "loss_cls": 0.04056899301940575, "loss_rpn_cls": 0.0009251708375472845, "loss_rpn_loc": 0.0019173284999851603, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5414987737312913, "total_loss": 0.05208192569921266}
{"data_time": 0.00465895957313478, "eta_seconds": 19244.932028095005, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33192567567567566, "fast_rcnn/fg_cls_accuracy": 0.6680743243243243, "iteration": 204239, "loss_box_reg": 0.006763157231034711, "loss_cls": 0.041891575092449784, "loss_rpn_cls": 0.0004757802730637195, "loss_rpn_loc": 0.0014702692087666946, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5455967786256224, "total_loss": 0.053041992238377134}
{"data_time": 0.0039875502698123455, "eta_seconds": 19239.296655963175, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.40394088669950734, "fast_rcnn/fg_cls_accuracy": 0.5615763546798029, "iteration": 204259, "loss_box_reg": 0.006769934552721679, "loss_cls": 0.04618128691799939, "loss_rpn_cls": 0.0007666616285177952, "loss_rpn_loc": 0.0015443046504515223, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539857679978013, "total_loss": 0.05587129869832097}
{"data_time": 0.004707875894382596, "eta_seconds": 19230.13919130969, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.316008316008316, "fast_rcnn/fg_cls_accuracy": 0.6613672496025438, "iteration": 204279, "loss_box_reg": 0.006710461777402088, "loss_cls": 0.037929722806438804, "loss_rpn_cls": 0.0010045928631825518, "loss_rpn_loc": 0.0016622606599412393, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371756984386593, "total_loss": 0.049414278767699216}
{"data_time": 0.004709126893430948, "eta_seconds": 19218.770586152095, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.39335664335664333, "fast_rcnn/fg_cls_accuracy": 0.6066433566433567, "iteration": 204299, "loss_box_reg": 0.007038843134068884, "loss_cls": 0.042562754126265645, "loss_rpn_cls": 0.0009264973161862144, "loss_rpn_loc": 0.0019197590918338392, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376580851152539, "total_loss": 0.05308585744398897}
{"data_time": 0.004211448132991791, "eta_seconds": 19208.605483752443, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3965721040189125, "fast_rcnn/fg_cls_accuracy": 0.6034278959810875, "iteration": 204319, "loss_box_reg": 0.006245171884074807, "loss_cls": 0.04172178148292005, "loss_rpn_cls": 0.0006325235514168526, "loss_rpn_loc": 0.0016880215407582, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.539171380456537, "total_loss": 0.05122206877854296}
{"data_time": 0.004116523778066039, "eta_seconds": 19198.83301899908, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48206555349412494, "fast_rcnn/fg_cls_accuracy": 0.5077303648732221, "iteration": 204339, "loss_box_reg": 0.007077338465023786, "loss_cls": 0.04209704516688362, "loss_rpn_cls": 0.0005273273081911611, "loss_rpn_loc": 0.002020102225287701, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5395782797131687, "total_loss": 0.05054052484490512}
{"data_time": 0.004258142784237862, "eta_seconds": 19187.52682270459, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3328185328185328, "fast_rcnn/fg_cls_accuracy": 0.6671814671814672, "iteration": 204359, "loss_box_reg": 0.0066297759767621756, "loss_cls": 0.044640853884629905, "loss_rpn_cls": 0.00075296253930901, "loss_rpn_loc": 0.0018940645350085106, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360756828449667, "total_loss": 0.05392474254847457}
{"data_time": 0.004766959464177489, "eta_seconds": 19175.704519462306, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3892773892773893, "fast_rcnn/fg_cls_accuracy": 0.6107226107226107, "iteration": 204379, "loss_box_reg": 0.007043997800792567, "loss_cls": 0.04079008672852069, "loss_rpn_cls": 0.0005926117157741828, "loss_rpn_loc": 0.002043552094619372, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5275575667619705, "total_loss": 0.05349800124321291}
{"data_time": 0.0047301065642386675, "eta_seconds": 19163.934983602725, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.4100169779286927, "fast_rcnn/fg_cls_accuracy": 0.5899830220713073, "iteration": 204399, "loss_box_reg": 0.007076935668010265, "loss_cls": 0.043206070200540125, "loss_rpn_cls": 0.0005550539999603643, "loss_rpn_loc": 0.0020552153182507027, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535286762053147, "total_loss": 0.05396876581957599}
{"data_time": 0.004339949926361442, "eta_seconds": 19154.17148611741, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.33789473684210525, "fast_rcnn/fg_cls_accuracy": 0.6621052631578948, "iteration": 204419, "loss_box_reg": 0.006738785043125972, "loss_cls": 0.04177669563796371, "loss_rpn_cls": 0.0011713463031810534, "loss_rpn_loc": 0.0017997560644289479, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541249256581068, "total_loss": 0.05381525297138978}
{"data_time": 0.00477565499022603, "eta_seconds": 19144.004361080704, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4525345622119816, "fast_rcnn/fg_cls_accuracy": 0.49577922077922076, "iteration": 204439, "loss_box_reg": 0.008076875586993992, "loss_cls": 0.041640222538262606, "loss_rpn_cls": 0.0006133078605898845, "loss_rpn_loc": 0.0021918684269621735, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5404443920124322, "total_loss": 0.05450886515586717}
{"data_time": 0.004462891025468707, "eta_seconds": 19136.203974556876, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.43871169480925576, "fast_rcnn/fg_cls_accuracy": 0.5612883051907442, "iteration": 204459, "loss_box_reg": 0.006394427953637205, "loss_cls": 0.040947105968371034, "loss_rpn_cls": 0.00098104983383962, "loss_rpn_loc": 0.0021369174355641007, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5480240560136735, "total_loss": 0.051639533580328134}
{"data_time": 0.0041654533706605434, "eta_seconds": 19129.912826964166, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2995934959349593, "fast_rcnn/fg_cls_accuracy": 0.7004065040650407, "iteration": 204479, "loss_box_reg": 0.006949456888833083, "loss_cls": 0.0418049605214037, "loss_rpn_cls": 0.0011215850038013286, "loss_rpn_loc": 0.0019973281414422672, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.540528325131163, "total_loss": 0.05219210762209059}
{"data_time": 0.0038943735416978598, "eta_seconds": 19128.55674457713, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3592105263157894, "fast_rcnn/fg_cls_accuracy": 0.6407894736842106, "iteration": 204499, "loss_box_reg": 0.007604417623952031, "loss_cls": 0.04297847778070718, "loss_rpn_cls": 0.001270083956455892, "loss_rpn_loc": 0.0019055223147006473, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535245313309133, "total_loss": 0.053144548017428406}
{"data_time": 0.00460862903855741, "eta_seconds": 19117.780396449147, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.15641711229946526, "fast_rcnn/fg_cls_accuracy": 0.8339869281045751, "iteration": 204519, "loss_box_reg": 0.006570746918441728, "loss_cls": 0.04334961739368737, "loss_rpn_cls": 0.0005600221625741142, "loss_rpn_loc": 0.0017758446811058093, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5356622172985226, "total_loss": 0.05222625436897488}
{"data_time": 0.00426237634383142, "eta_seconds": 19108.94488202152, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39106753812636164, "fast_rcnn/fg_cls_accuracy": 0.581351689612015, "iteration": 204539, "loss_box_reg": 0.0068588996364269406, "loss_cls": 0.04333165747812018, "loss_rpn_cls": 0.0009450272427784512, "loss_rpn_loc": 0.00190279623529932, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5409335205331445, "total_loss": 0.05347105727048529}
{"data_time": 0.003852714318782091, "eta_seconds": 19103.836920203874, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.28162162162162163, "fast_rcnn/fg_cls_accuracy": 0.7183783783783784, "iteration": 204559, "loss_box_reg": 0.006955692428164184, "loss_cls": 0.03864463954232633, "loss_rpn_cls": 0.001248232031457519, "loss_rpn_loc": 0.0018787112530844752, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5473494459874928, "total_loss": 0.051965341566983625}
{"data_time": 0.004545891424641013, "eta_seconds": 19091.156634123065, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.445993031358885, "fast_rcnn/fg_cls_accuracy": 0.5361498257839721, "iteration": 204579, "loss_box_reg": 0.006974166157306172, "loss_cls": 0.040596571925561875, "loss_rpn_cls": 0.0007806154295906254, "loss_rpn_loc": 0.0018958848413603846, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5468031249474734, "total_loss": 0.05005116076145555}
{"data_time": 0.004311033058911562, "eta_seconds": 19082.275635905797, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2533955857385399, "fast_rcnn/fg_cls_accuracy": 0.7466044142614601, "iteration": 204599, "loss_box_reg": 0.007578779826872051, "loss_cls": 0.041840271500404924, "loss_rpn_cls": 0.001045041395059343, "loss_rpn_loc": 0.0017648946777626406, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5421596590895206, "total_loss": 0.05339198968465553}
{"data_time": 0.004496396752074361, "eta_seconds": 19078.025519360323, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3669871794871795, "fast_rcnn/fg_cls_accuracy": 0.6330128205128205, "iteration": 204619, "loss_box_reg": 0.006689758141874336, "loss_cls": 0.041830722242593765, "loss_rpn_cls": 0.000619012756601478, "loss_rpn_loc": 0.0016162384999915957, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5423553055152297, "total_loss": 0.051296481835947816}
{"data_time": 0.004240274429321289, "eta_seconds": 19066.95512576052, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4110105580693816, "fast_rcnn/fg_cls_accuracy": 0.5889894419306184, "iteration": 204639, "loss_box_reg": 0.007664327946258709, "loss_cls": 0.04044906565104611, "loss_rpn_cls": 0.0007268840139431632, "loss_rpn_loc": 0.001756772104272386, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375804414507002, "total_loss": 0.05144326396180077}
{"data_time": 0.004158582305535674, "eta_seconds": 19059.29552524537, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.33766233766233766, "fast_rcnn/fg_cls_accuracy": 0.6306818181818181, "iteration": 204659, "loss_box_reg": 0.006817400688305497, "loss_cls": 0.042185393162071705, "loss_rpn_cls": 0.0007195134885478183, "loss_rpn_loc": 0.0019462645632302156, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429829359054565, "total_loss": 0.05269109292726171}
{"data_time": 0.004461193922907114, "eta_seconds": 19054.87153364555, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24891774891774893, "fast_rcnn/fg_cls_accuracy": 0.751082251082251, "iteration": 204679, "loss_box_reg": 0.007341979115153663, "loss_cls": 0.0447217213222757, "loss_rpn_cls": 0.0007158521752899105, "loss_rpn_loc": 0.0017625759428483434, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5475664720870554, "total_loss": 0.05428447167776085}
{"data_time": 0.004197363508865237, "eta_seconds": 19044.08199114469, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38997695852534564, "fast_rcnn/fg_cls_accuracy": 0.6100230414746544, "iteration": 204699, "loss_box_reg": 0.00725664701894857, "loss_cls": 0.0399022966157645, "loss_rpn_cls": 0.0010127431140176668, "loss_rpn_loc": 0.0018130547232431127, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5347890229895711, "total_loss": 0.051322195324303266}
{"data_time": 0.003806550521403551, "eta_seconds": 19037.35503538791, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4413529732678669, "fast_rcnn/fg_cls_accuracy": 0.5586470267321331, "iteration": 204719, "loss_box_reg": 0.006884352784254588, "loss_cls": 0.04063045361544937, "loss_rpn_cls": 0.0005114631098876998, "loss_rpn_loc": 0.0016574463261349592, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377630493603647, "total_loss": 0.05170678832277531}
{"data_time": 0.004016258521005511, "eta_seconds": 19016.151764683425, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5098536036036037, "fast_rcnn/fg_cls_accuracy": 0.4471210340775558, "iteration": 204739, "loss_box_reg": 0.007389402249827981, "loss_cls": 0.04258750769076869, "loss_rpn_cls": 0.0010192365066359343, "loss_rpn_loc": 0.0015278809005394578, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387349971570075, "total_loss": 0.052270146482442215}
{"data_time": 0.004197970498353243, "eta_seconds": 19002.250094367424, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5378787878787878, "fast_rcnn/fg_cls_accuracy": 0.4327094474153298, "iteration": 204759, "loss_box_reg": 0.0065196024952456355, "loss_cls": 0.04399029549676925, "loss_rpn_cls": 0.000720023251233215, "loss_rpn_loc": 0.0018578248418634757, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540928631555289, "total_loss": 0.053268121787823475}
{"data_time": 0.004224068718031049, "eta_seconds": 18991.465922468575, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.45, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 204779, "loss_box_reg": 0.006908087452757172, "loss_cls": 0.04084062413312495, "loss_rpn_cls": 0.000574338735219726, "loss_rpn_loc": 0.002165589105061372, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536760960938409, "total_loss": 0.05226945542085559}
{"data_time": 0.003865843405947089, "eta_seconds": 18983.793944261968, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3064903846153846, "fast_rcnn/fg_cls_accuracy": 0.6935096153846154, "iteration": 204799, "loss_box_reg": 0.006820487877121195, "loss_cls": 0.041776191821554676, "loss_rpn_cls": 0.0005763048347944277, "loss_rpn_loc": 0.0014793505342822755, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5426337155513465, "total_loss": 0.05040478028115558}
{"data_time": 0.00467103929258883, "eta_seconds": 18975.343131084228, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4696691176470588, "fast_rcnn/fg_cls_accuracy": 0.5303308823529411, "iteration": 204819, "loss_box_reg": 0.00707444065483287, "loss_cls": 0.042512230458669364, "loss_rpn_cls": 0.0006788029051563171, "loss_rpn_loc": 0.0015953193396853749, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5388632013928145, "total_loss": 0.053275899109962666}
{"data_time": 0.0038604906294494867, "eta_seconds": 18966.616804933175, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3416493416493417, "fast_rcnn/fg_cls_accuracy": 0.6460942158616578, "iteration": 204839, "loss_box_reg": 0.007356054484262131, "loss_cls": 0.041179985855706036, "loss_rpn_cls": 0.0010052972168068663, "loss_rpn_loc": 0.0025883155431074556, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5470909054856747, "total_loss": 0.053049479724933235}
{"data_time": 0.004105106461793184, "eta_seconds": 18955.82836501114, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 204859, "loss_box_reg": 0.007012515590758994, "loss_cls": 0.041189452342223376, "loss_rpn_cls": 0.0012387585232431775, "loss_rpn_loc": 0.002583417372079566, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.536156969377771, "total_loss": 0.05142711688881718}
{"data_time": 0.004329597344622016, "eta_seconds": 18945.039925089106, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3503246753246753, "fast_rcnn/fg_cls_accuracy": 0.6496753246753246, "iteration": 204879, "loss_box_reg": 0.007585483166621998, "loss_cls": 0.03992230090079829, "loss_rpn_cls": 0.0006045037794137897, "loss_rpn_loc": 0.001620986402485869, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5364436630625278, "total_loss": 0.05126681156804125}
{"data_time": 0.004276015097275376, "eta_seconds": 18932.194060549373, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 204899, "loss_box_reg": 0.006960354876355268, "loss_cls": 0.04427227913402021, "loss_rpn_cls": 0.0007256288559176483, "loss_rpn_loc": 0.0015341594189521857, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5350366432685405, "total_loss": 0.05359865218065352}
{"data_time": 0.004148199688643217, "eta_seconds": 18928.597480692202, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40714908456843946, "fast_rcnn/fg_cls_accuracy": 0.5928509154315607, "iteration": 204919, "loss_box_reg": 0.007244365377118811, "loss_cls": 0.04473000479629263, "loss_rpn_cls": 0.0007460889606818455, "loss_rpn_loc": 0.0024224561057053506, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539282995974645, "total_loss": 0.05557842638074817}
{"data_time": 0.0038975246716290712, "eta_seconds": 18910.619525281945, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46190476190476193, "fast_rcnn/fg_cls_accuracy": 0.5380952380952381, "iteration": 204939, "loss_box_reg": 0.007380219729384407, "loss_cls": 0.04266210284549743, "loss_rpn_cls": 0.0009344256191070599, "loss_rpn_loc": 0.002442376493490883, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5329320444725454, "total_loss": 0.05408227442723046}
{"data_time": 0.003570470493286848, "eta_seconds": 18903.817938633496, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42810457516339867, "fast_rcnn/fg_cls_accuracy": 0.5718954248366013, "iteration": 204959, "loss_box_reg": 0.006588180927792564, "loss_cls": 0.041190689196810126, "loss_rpn_cls": 0.0006853106247604046, "loss_rpn_loc": 0.002046905543465982, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413367627188563, "total_loss": 0.05383672475284129}
{"data_time": 0.0046697864308953285, "eta_seconds": 18891.097725478932, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4494949494949495, "fast_rcnn/fg_cls_accuracy": 0.5505050505050505, "iteration": 204979, "loss_box_reg": 0.007714303879765794, "loss_cls": 0.04318549466552213, "loss_rpn_cls": 0.0011088374494647724, "loss_rpn_loc": 0.00199216153123416, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361270259600133, "total_loss": 0.05385484347698366}
{"data_time": 0.0042998529970645905, "eta_seconds": 18878.257722380804, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24441687344913152, "fast_rcnn/fg_cls_accuracy": 0.7320788530465949, "iteration": 204999, "loss_box_reg": 0.007219388382509351, "loss_cls": 0.03904746822081506, "loss_rpn_cls": 0.0013420057866255775, "loss_rpn_loc": 0.0018606457524583675, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5378554307390004, "total_loss": 0.05060041317733521}
{"data_time": 0.00395427574403584, "eta_seconds": 18867.47045474709, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.1595394736842105, "fast_rcnn/fg_cls_accuracy": 0.7776785714285714, "iteration": 205019, "loss_box_reg": 0.007345846912357956, "loss_cls": 0.041867187595926225, "loss_rpn_cls": 0.0004442546144218795, "loss_rpn_loc": 0.0016943741247814614, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.536173750879243, "total_loss": 0.050430378960982125}
{"data_time": 0.0041285972110927105, "eta_seconds": 18858.732405712828, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.41640866873065013, "fast_rcnn/fg_cls_accuracy": 0.5811403508771931, "iteration": 205039, "loss_box_reg": 0.006567709933733568, "loss_cls": 0.04221870965557173, "loss_rpn_cls": 0.0008918198328160543, "loss_rpn_loc": 0.0015792019039508887, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543814460048452, "total_loss": 0.05324472751647136}
{"data_time": 0.004543928429484367, "eta_seconds": 18849.87022612919, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3865914786967418, "fast_rcnn/fg_cls_accuracy": 0.6134085213032581, "iteration": 205059, "loss_box_reg": 0.00729854914243333, "loss_cls": 0.04217669047648087, "loss_rpn_cls": 0.000669816201195772, "loss_rpn_loc": 0.0020389524124766467, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5406945822760463, "total_loss": 0.05160395300970322}
{"data_time": 0.0037837352138012648, "eta_seconds": 18842.338988154894, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23735632183908045, "fast_rcnn/fg_cls_accuracy": 0.6561576354679803, "iteration": 205079, "loss_box_reg": 0.006988457666011527, "loss_cls": 0.04003202391322702, "loss_rpn_cls": 0.00078567157913767, "loss_rpn_loc": 0.001916215245728381, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5467944100964814, "total_loss": 0.050482276909178836}
{"data_time": 0.004222453571856022, "eta_seconds": 18843.22236580006, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.28378378378378377, "fast_rcnn/fg_cls_accuracy": 0.666429587482219, "iteration": 205099, "loss_box_reg": 0.007175258419010788, "loss_cls": 0.03880104696145281, "loss_rpn_cls": 0.0009374580886287731, "loss_rpn_loc": 0.0019499054669722682, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423590638674796, "total_loss": 0.049656863231348325}
{"data_time": 0.004451410146430135, "eta_seconds": 18833.974497613963, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.14473684210526316, "fast_rcnn/fg_cls_accuracy": 0.793343653250774, "iteration": 205119, "loss_box_reg": 0.007368167920503765, "loss_cls": 0.04345412482507527, "loss_rpn_cls": 0.0005802328657864564, "loss_rpn_loc": 0.001906045834402903, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432975816074759, "total_loss": 0.05503233763965909}
{"data_time": 0.004388377070426941, "eta_seconds": 18826.15886314935, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.30850362557679634, "fast_rcnn/fg_cls_accuracy": 0.6914963744232037, "iteration": 205139, "loss_box_reg": 0.0073884844314306974, "loss_cls": 0.04285122430883348, "loss_rpn_cls": 0.0014266499516679687, "loss_rpn_loc": 0.0019042426283704117, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5368646380957216, "total_loss": 0.056970477230095184}
{"data_time": 0.004082507453858852, "eta_seconds": 18812.376522214618, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.36972704714640203, "fast_rcnn/fg_cls_accuracy": 0.630272952853598, "iteration": 205159, "loss_box_reg": 0.006764519930584356, "loss_cls": 0.03973198521998711, "loss_rpn_cls": 0.0007047853061976639, "loss_rpn_loc": 0.002028037864874932, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5418924926780164, "total_loss": 0.049258781216508396}
{"data_time": 0.0038715978153049946, "eta_seconds": 18804.55746460869, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40454545454545454, "fast_rcnn/fg_cls_accuracy": 0.5954545454545455, "iteration": 205179, "loss_box_reg": 0.007771294185658917, "loss_cls": 0.045513569901231676, "loss_rpn_cls": 0.0007680451013243328, "loss_rpn_loc": 0.0024988193799799774, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.537935450207442, "total_loss": 0.05728013797863696}
{"data_time": 0.004398433491587639, "eta_seconds": 18794.646073379787, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.38958333333333334, "fast_rcnn/fg_cls_accuracy": 0.5804166666666667, "iteration": 205199, "loss_box_reg": 0.00673162643215619, "loss_cls": 0.0422096720431, "loss_rpn_cls": 0.0007690656217391734, "loss_rpn_loc": 0.0016808499531180132, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5387422835920006, "total_loss": 0.053269493067205076}
{"data_time": 0.004687591223046184, "eta_seconds": 18782.95606606803, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2966777408637874, "fast_rcnn/fg_cls_accuracy": 0.7033222591362126, "iteration": 205219, "loss_box_reg": 0.007258358935359865, "loss_cls": 0.04303726053331047, "loss_rpn_cls": 0.0009682830778388052, "loss_rpn_loc": 0.0023181221577033284, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5380462540779263, "total_loss": 0.0531325328192338}
{"data_time": 0.004364260006695986, "eta_seconds": 18765.81288066879, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35792682926829267, "fast_rcnn/fg_cls_accuracy": 0.6420731707317073, "iteration": 205239, "loss_box_reg": 0.006874842176330276, "loss_cls": 0.04124240041710436, "loss_rpn_cls": 0.0008807147910943058, "loss_rpn_loc": 0.0024080318780761445, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374501196201891, "total_loss": 0.05218885189202638}
{"data_time": 0.004188815131783485, "eta_seconds": 18762.242442323128, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3082336382828994, "fast_rcnn/fg_cls_accuracy": 0.6917663617171006, "iteration": 205259, "loss_box_reg": 0.007086347468430176, "loss_cls": 0.03890476643573493, "loss_rpn_cls": 0.0009465301300224382, "loss_rpn_loc": 0.001869690690000425, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5454821600578725, "total_loss": 0.049923113121735696}
{"data_time": 0.004450657404959202, "eta_seconds": 18751.441231970908, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.450560316413975, "fast_rcnn/fg_cls_accuracy": 0.549439683586025, "iteration": 205279, "loss_box_reg": 0.007013724360149354, "loss_cls": 0.0434139727440197, "loss_rpn_cls": 0.0005537940881481518, "loss_rpn_loc": 0.001600161016540369, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5370705460663885, "total_loss": 0.05421997933018474}
{"data_time": 0.004572726786136627, "eta_seconds": 18739.753268986708, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3502024291497976, "fast_rcnn/fg_cls_accuracy": 0.6007957559681698, "iteration": 205299, "loss_box_reg": 0.007223867942229845, "loss_cls": 0.03899848315631971, "loss_rpn_cls": 0.0007767771801923118, "loss_rpn_loc": 0.0015882816314842785, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5347929920535535, "total_loss": 0.04944527544768107}
{"data_time": 0.004404725041240454, "eta_seconds": 18722.624680373818, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4449013157894737, "fast_rcnn/fg_cls_accuracy": 0.5550986842105263, "iteration": 205319, "loss_box_reg": 0.006923912005731836, "loss_cls": 0.04112109600100666, "loss_rpn_cls": 0.0006456234077631962, "loss_rpn_loc": 0.0017734768662194256, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5279507371596992, "total_loss": 0.04987481705643404}
{"data_time": 0.004034770419821143, "eta_seconds": 18708.635961398715, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.41307066916823015, "fast_rcnn/fg_cls_accuracy": 0.5869293308317698, "iteration": 205339, "loss_box_reg": 0.0071919847396202385, "loss_cls": 0.04294588597258553, "loss_rpn_cls": 0.0005661021044147674, "loss_rpn_loc": 0.0018992395507666515, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5379980425350368, "total_loss": 0.054057793804190624}
{"data_time": 0.00433682044968009, "eta_seconds": 18708.23639056203, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3169642857142857, "fast_rcnn/fg_cls_accuracy": 0.6830357142857143, "iteration": 205359, "loss_box_reg": 0.007144913775846362, "loss_cls": 0.045223860011901706, "loss_rpn_cls": 0.0011558968806184566, "loss_rpn_loc": 0.0018091127240040805, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5450522704049945, "total_loss": 0.057139801172752414}
{"data_time": 0.0037555370945483446, "eta_seconds": 18698.751030052314, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40588235294117647, "fast_rcnn/fg_cls_accuracy": 0.5941176470588235, "iteration": 205379, "loss_box_reg": 0.007478249754058197, "loss_cls": 0.04032477005966939, "loss_rpn_cls": 0.0005560793317727075, "loss_rpn_loc": 0.0015794639512023423, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.535021185874939, "total_loss": 0.04965915908428542}
{"data_time": 0.004049162147566676, "eta_seconds": 18689.0981759734, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41987315010570825, "fast_rcnn/fg_cls_accuracy": 0.5801268498942918, "iteration": 205399, "loss_box_reg": 0.007882649748353288, "loss_cls": 0.04138637601863593, "loss_rpn_cls": 0.0011744034150069638, "loss_rpn_loc": 0.0021430224551295396, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5383522792253643, "total_loss": 0.05531928332379721}
{"data_time": 0.0037228611763566732, "eta_seconds": 18677.147089056903, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 205419, "loss_box_reg": 0.007252026989590377, "loss_cls": 0.042717886361060664, "loss_rpn_cls": 0.0007007400317888823, "loss_rpn_loc": 0.002129759610397741, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397594776004553, "total_loss": 0.05303771640268451}
{"data_time": 0.00414846558123827, "eta_seconds": 18667.492906558095, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3566243194192378, "fast_rcnn/fg_cls_accuracy": 0.5860597439544808, "iteration": 205439, "loss_box_reg": 0.006568930082721636, "loss_cls": 0.040317502338439226, "loss_rpn_cls": 0.0006393383222871307, "loss_rpn_loc": 0.0024569265369791538, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5469574038870633, "total_loss": 0.05036679420538803}
{"data_time": 0.004425025079399347, "eta_seconds": 18653.347674824065, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2853682170542636, "fast_rcnn/fg_cls_accuracy": 0.6962719298245614, "iteration": 205459, "loss_box_reg": 0.0073622493946459144, "loss_cls": 0.041009333450347185, "loss_rpn_cls": 0.0004428666829880967, "loss_rpn_loc": 0.0017061725975509034, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5337288219016045, "total_loss": 0.05189944342782837}
{"data_time": 0.004138174932450056, "eta_seconds": 18642.546975553734, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3485576923076923, "fast_rcnn/fg_cls_accuracy": 0.6514423076923077, "iteration": 205479, "loss_box_reg": 0.0070842419227119535, "loss_cls": 0.04199174197856337, "loss_rpn_cls": 0.0014316812212200603, "loss_rpn_loc": 0.0017612293322599726, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432172564323992, "total_loss": 0.052673465934958585}
{"data_time": 0.004872533725574613, "eta_seconds": 18631.746276283404, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 205499, "loss_box_reg": 0.006807314479374327, "loss_cls": 0.04161448415834457, "loss_rpn_cls": 0.0009880616726150038, "loss_rpn_loc": 0.0018836619819921907, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5309213160071522, "total_loss": 0.051359627099827776}
{"data_time": 0.003952868049964309, "eta_seconds": 18617.99474362051, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2863945578231293, "fast_rcnn/fg_cls_accuracy": 0.6938775510204082, "iteration": 205519, "loss_box_reg": 0.006657523306785151, "loss_cls": 0.0420671422034502, "loss_rpn_cls": 0.0006882074926579662, "loss_rpn_loc": 0.0016130135118146427, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5338239285629243, "total_loss": 0.051793670936660874}
{"data_time": 0.004645263077691197, "eta_seconds": 18602.531209423905, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.34077750206782464, "fast_rcnn/fg_cls_accuracy": 0.6592224979321754, "iteration": 205539, "loss_box_reg": 0.007260894752107561, "loss_cls": 0.04195790644735098, "loss_rpn_cls": 0.00038513577214871475, "loss_rpn_loc": 0.0014525676215271233, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358154287096113, "total_loss": 0.051554943087580796}
{"data_time": 0.004223620984703302, "eta_seconds": 18584.878166718874, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 205559, "loss_box_reg": 0.007153855491196737, "loss_cls": 0.04273500759154558, "loss_rpn_cls": 0.0007643022088927864, "loss_rpn_loc": 0.0024716122843528865, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5336520003620535, "total_loss": 0.05326885912526791}
{"data_time": 0.0041843899525702, "eta_seconds": 18573.1501465349, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23562653562653563, "fast_rcnn/fg_cls_accuracy": 0.7204545454545455, "iteration": 205579, "loss_box_reg": 0.006732947542332113, "loss_cls": 0.04303524177521467, "loss_rpn_cls": 0.0005524372546688028, "loss_rpn_loc": 0.0018735121157078538, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5404469214845449, "total_loss": 0.05148149404817559}
{"data_time": 0.0041741193272173405, "eta_seconds": 18559.7370232658, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29888888888888887, "fast_rcnn/fg_cls_accuracy": 0.6872222222222222, "iteration": 205599, "loss_box_reg": 0.007187549344962463, "loss_cls": 0.03931999299675226, "loss_rpn_cls": 0.0010654383386281552, "loss_rpn_loc": 0.0027893631340702996, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5362499468028545, "total_loss": 0.052124682091744035}
{"data_time": 0.0044262465089559555, "eta_seconds": 18539.171034706058, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4203703703703704, "fast_rcnn/fg_cls_accuracy": 0.5796296296296296, "iteration": 205619, "loss_box_reg": 0.007098291171132587, "loss_cls": 0.04410790977999568, "loss_rpn_cls": 0.0008902394189362894, "loss_rpn_loc": 0.0020590673266269732, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5365350709762424, "total_loss": 0.055273081851737516}
{"data_time": 0.0042975181713700294, "eta_seconds": 18528.38649031543, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42080745341614906, "fast_rcnn/fg_cls_accuracy": 0.5683229813664596, "iteration": 205639, "loss_box_reg": 0.007479216015781276, "loss_cls": 0.03967593249399215, "loss_rpn_cls": 0.00035180543031287925, "loss_rpn_loc": 0.0016620758615317754, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5371576745528728, "total_loss": 0.04841107743717998}
{"data_time": 0.004550539422780275, "eta_seconds": 18512.762834414374, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.21736630247268546, "fast_rcnn/fg_cls_accuracy": 0.7826336975273145, "iteration": 205659, "loss_box_reg": 0.006726519190124236, "loss_cls": 0.040678271441720426, "loss_rpn_cls": 0.00045183851750607573, "loss_rpn_loc": 0.0020010806401842274, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402852629777044, "total_loss": 0.049852589122565405}
{"data_time": 0.004254905041307211, "eta_seconds": 18496.598231986864, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18349358974358976, "fast_rcnn/fg_cls_accuracy": 0.8165064102564102, "iteration": 205679, "loss_box_reg": 0.0070783379196655005, "loss_cls": 0.038527964847162366, "loss_rpn_cls": 0.0006191116333127411, "loss_rpn_loc": 0.0017201604077854427, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5328119061887264, "total_loss": 0.04983108840920636}
{"data_time": 0.004367391811683774, "eta_seconds": 18486.99027800816, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.33476190476190476, "fast_rcnn/fg_cls_accuracy": 0.6555829228243022, "iteration": 205699, "loss_box_reg": 0.006836514687165618, "loss_cls": 0.0434130720095709, "loss_rpn_cls": 0.000719163477924667, "loss_rpn_loc": 0.0024038319588726154, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5436843554489315, "total_loss": 0.05399533055708616}
{"data_time": 0.0043047284707427025, "eta_seconds": 18475.041053312598, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.33958151700087186, "fast_rcnn/fg_cls_accuracy": 0.6604184829991282, "iteration": 205719, "loss_box_reg": 0.007185195179772563, "loss_cls": 0.04303870734293014, "loss_rpn_cls": 0.0008409556952528874, "loss_rpn_loc": 0.0015886474811850348, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.535810291999951, "total_loss": 0.05333257490283927}
{"data_time": 0.004012644989416003, "eta_seconds": 18464.04108597501, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.31767241379310346, "fast_rcnn/fg_cls_accuracy": 0.6705426356589147, "iteration": 205739, "loss_box_reg": 0.007226464949781075, "loss_cls": 0.04250360245350748, "loss_rpn_cls": 0.0006995292621922999, "loss_rpn_loc": 0.0018849911175493617, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5351327310781926, "total_loss": 0.05340815597742221}
{"data_time": 0.004249553428962827, "eta_seconds": 18449.80879480415, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5249999999999999, "fast_rcnn/fg_cls_accuracy": 0.4625, "iteration": 205759, "loss_box_reg": 0.007159374043112621, "loss_cls": 0.04303175467066467, "loss_rpn_cls": 0.0008386606067460889, "loss_rpn_loc": 0.001761291510774754, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360909348819405, "total_loss": 0.0526041506607271}
{"data_time": 0.004391900030896068, "eta_seconds": 18439.155237860978, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3630952380952381, "fast_rcnn/fg_cls_accuracy": 0.6011904761904762, "iteration": 205779, "loss_box_reg": 0.006879996697534807, "loss_cls": 0.04224699130281806, "loss_rpn_cls": 0.000783985556722655, "loss_rpn_loc": 0.001904878761706641, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5393564654514194, "total_loss": 0.05184771671656563}
{"data_time": 0.004738544579595327, "eta_seconds": 18421.519590846496, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3421970357454228, "fast_rcnn/fg_cls_accuracy": 0.5080645161290323, "iteration": 205799, "loss_box_reg": 0.006573827326064929, "loss_cls": 0.044690697046462446, "loss_rpn_cls": 0.0007232345844840893, "loss_rpn_loc": 0.0015027446424937807, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5348318442702293, "total_loss": 0.053405141469056616}
{"data_time": 0.0038140693213790655, "eta_seconds": 18404.180250484962, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.35789473684210527, "fast_rcnn/fg_cls_accuracy": 0.6421052631578947, "iteration": 205819, "loss_box_reg": 0.006849963712738827, "loss_cls": 0.04252748179715127, "loss_rpn_cls": 0.0009662259665219608, "loss_rpn_loc": 0.0020325977384345606, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5375336352735758, "total_loss": 0.052186653466606}
{"data_time": 0.0044538157526403666, "eta_seconds": 18393.411589386407, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3170731707317073, "fast_rcnn/fg_cls_accuracy": 0.6609078590785908, "iteration": 205839, "loss_box_reg": 0.006573989987373352, "loss_cls": 0.04038737993687391, "loss_rpn_cls": 0.0005134864418323559, "loss_rpn_loc": 0.0024320142474607565, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5430025479290634, "total_loss": 0.049763627294510115}
{"data_time": 0.0045454411301761866, "eta_seconds": 18379.811135334894, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3252747252747253, "fast_rcnn/fg_cls_accuracy": 0.6341269841269841, "iteration": 205859, "loss_box_reg": 0.007095981098245829, "loss_cls": 0.041603467136155814, "loss_rpn_cls": 0.0004641332393759967, "loss_rpn_loc": 0.0025890971155604348, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335183856077492, "total_loss": 0.0521378328791684}
{"data_time": 0.004432597430422902, "eta_seconds": 18365.85772383772, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4817073170731707, "fast_rcnn/fg_cls_accuracy": 0.5182926829268293, "iteration": 205879, "loss_box_reg": 0.007403705996694043, "loss_cls": 0.042452450725249946, "loss_rpn_cls": 0.0006185650063343928, "loss_rpn_loc": 0.002364026709983591, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5380053350236267, "total_loss": 0.0518359259719432}
{"data_time": 0.004341291729360819, "eta_seconds": 18366.198349344777, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.390634820867379, "fast_rcnn/fg_cls_accuracy": 0.609365179132621, "iteration": 205899, "loss_box_reg": 0.0068668371241074055, "loss_cls": 0.04311613680329174, "loss_rpn_cls": 0.0008186031175227981, "loss_rpn_loc": 0.002077332595945336, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423056613653898, "total_loss": 0.05336837300933439}
{"data_time": 0.003833668539300561, "eta_seconds": 18361.683663554024, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.23292273236282193, "fast_rcnn/fg_cls_accuracy": 0.729483282674772, "iteration": 205919, "loss_box_reg": 0.007422805443638936, "loss_cls": 0.03947956147021614, "loss_rpn_cls": 0.0007891051557180617, "loss_rpn_loc": 0.002013195953622926, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454872546251863, "total_loss": 0.05210490194690465}
{"data_time": 0.003615336725488305, "eta_seconds": 18352.943121381104, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32291666666666663, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 205939, "loss_box_reg": 0.006730309396516532, "loss_cls": 0.039212046831380576, "loss_rpn_cls": 0.0006593009328526023, "loss_rpn_loc": 0.0015105451402632752, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442110290750861, "total_loss": 0.04991421745592106}
{"data_time": 0.0042856670916080475, "eta_seconds": 18342.16660682112, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4743421052631579, "fast_rcnn/fg_cls_accuracy": 0.5238636363636364, "iteration": 205959, "loss_box_reg": 0.006755959082511254, "loss_cls": 0.0448288896586746, "loss_rpn_cls": 0.0010765218227106743, "loss_rpn_loc": 0.0019809634650300723, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5393138974905014, "total_loss": 0.05566529291002098}
{"data_time": 0.004805455449968576, "eta_seconds": 18331.390092261136, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2858017135862913, "fast_rcnn/fg_cls_accuracy": 0.7141982864137086, "iteration": 205979, "loss_box_reg": 0.007282154299900867, "loss_cls": 0.042046694667078555, "loss_rpn_cls": 0.00037584098708975944, "loss_rpn_loc": 0.0019722127963177627, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370050857309252, "total_loss": 0.05326539910890915}
{"data_time": 0.004079008707776666, "eta_seconds": 18322.28868791787, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3904761904761905, "fast_rcnn/fg_cls_accuracy": 0.5727272727272728, "iteration": 205999, "loss_box_reg": 0.0070590593095403165, "loss_cls": 0.04278986854478717, "loss_rpn_cls": 0.0006779161393808408, "loss_rpn_loc": 0.0019308656846988015, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5430994397029281, "total_loss": 0.05265419142600081}
{"data_time": 0.0035945342388004065, "eta_seconds": 18315.812131466344, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.11692307692307694, "fast_rcnn/fg_cls_accuracy": 0.696875, "iteration": 206019, "loss_box_reg": 0.007261176244355738, "loss_cls": 0.04263010201975703, "loss_rpn_cls": 0.0005897062271174036, "loss_rpn_loc": 0.002275596219988074, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5398477516137064, "total_loss": 0.05303208002305837}
{"data_time": 0.00417799805290997, "eta_seconds": 18305.032100195065, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.26608751608751613, "fast_rcnn/fg_cls_accuracy": 0.6806543385490753, "iteration": 206039, "loss_box_reg": 0.007229791634017602, "loss_cls": 0.04400653368793428, "loss_rpn_cls": 0.0006619193857204664, "loss_rpn_loc": 0.0017122261451731902, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5402161253150553, "total_loss": 0.05359158468900205}
{"data_time": 0.004831116180866957, "eta_seconds": 18291.95861976361, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41035353535353536, "fast_rcnn/fg_cls_accuracy": 0.5896464646464648, "iteration": 206059, "loss_box_reg": 0.007345454127062112, "loss_cls": 0.0408514229930006, "loss_rpn_cls": 0.0008106254540507507, "loss_rpn_loc": 0.0019303311037219828, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537455577403307, "total_loss": 0.05321497598663427}
{"data_time": 0.004109594505280256, "eta_seconds": 18278.970090389717, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4111842105263158, "fast_rcnn/fg_cls_accuracy": 0.5888157894736843, "iteration": 206079, "loss_box_reg": 0.0072756154695525765, "loss_cls": 0.04240483106696047, "loss_rpn_cls": 0.0007982921640632412, "loss_rpn_loc": 0.002108720214891946, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5446404293179512, "total_loss": 0.05503972465589868}
{"data_time": 0.0038676694966852665, "eta_seconds": 18252.688866984332, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47613636363636364, "fast_rcnn/fg_cls_accuracy": 0.5238636363636364, "iteration": 206099, "loss_box_reg": 0.0071858056471683085, "loss_cls": 0.04211002209922299, "loss_rpn_cls": 0.0008164155441363619, "loss_rpn_loc": 0.0021753897053713445, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5343124819919467, "total_loss": 0.055267148021414414}
{"data_time": 0.004157641436904669, "eta_seconds": 18235.755628167186, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5361344537815126, "fast_rcnn/fg_cls_accuracy": 0.4638655462184874, "iteration": 206119, "loss_box_reg": 0.006732731941156089, "loss_cls": 0.041932726628147066, "loss_rpn_cls": 0.0007709581376218466, "loss_rpn_loc": 0.0019268509749963414, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5371413964312524, "total_loss": 0.05205933343086144}
{"data_time": 0.003732444951310754, "eta_seconds": 18228.737400863087, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3666666666666667, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 206139, "loss_box_reg": 0.006674152100458741, "loss_cls": 0.0422908749897033, "loss_rpn_cls": 0.000641530618509023, "loss_rpn_loc": 0.0021206081182754133, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5397395906038582, "total_loss": 0.051975272299273456}
{"data_time": 0.004252400482073426, "eta_seconds": 18217.970596928848, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5166666666666666, "fast_rcnn/fg_cls_accuracy": 0.48333333333333334, "iteration": 206159, "loss_box_reg": 0.0073767984576988965, "loss_cls": 0.041460617299890146, "loss_rpn_cls": 0.0006740057888237061, "loss_rpn_loc": 0.0019389179979043547, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.539230318274349, "total_loss": 0.05226720299413046}
{"data_time": 0.00407877704128623, "eta_seconds": 18209.615945555503, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4354166666666667, "fast_rcnn/fg_cls_accuracy": 0.5645833333333333, "iteration": 206179, "loss_box_reg": 0.00703131640329957, "loss_cls": 0.043548972927965224, "loss_rpn_cls": 0.0010764209547460268, "loss_rpn_loc": 0.0015850513518671505, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416108157951385, "total_loss": 0.05399981078005567}
{"data_time": 0.003682147478684783, "eta_seconds": 18196.43698906037, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.28100158982511925, "fast_rcnn/fg_cls_accuracy": 0.7103257103257103, "iteration": 206199, "loss_box_reg": 0.006633772398345172, "loss_cls": 0.04218230751575902, "loss_rpn_cls": 0.0011011853459876875, "loss_rpn_loc": 0.0018399710879748454, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5330739070195705, "total_loss": 0.05429324998345919}
{"data_time": 0.0041810255497694016, "eta_seconds": 18185.67018512613, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33564814814814814, "fast_rcnn/fg_cls_accuracy": 0.5982142857142857, "iteration": 206219, "loss_box_reg": 0.006719951750710607, "loss_cls": 0.041185381734976545, "loss_rpn_cls": 0.0007450293192050594, "loss_rpn_loc": 0.0018509601686673705, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356220467947423, "total_loss": 0.051203619311706916}
{"data_time": 0.0047503148671239614, "eta_seconds": 18183.080334073165, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.09572072072072071, "fast_rcnn/fg_cls_accuracy": 0.9042792792792793, "iteration": 206239, "loss_box_reg": 0.006846789707196876, "loss_cls": 0.04312320705503225, "loss_rpn_cls": 0.001030034854125006, "loss_rpn_loc": 0.0020580909313139273, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5470856474712491, "total_loss": 0.05385815763776236}
{"data_time": 0.004487654659897089, "eta_seconds": 18167.269706316758, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.30398936170212765, "fast_rcnn/fg_cls_accuracy": 0.6960106382978724, "iteration": 206259, "loss_box_reg": 0.007313396141398698, "loss_cls": 0.04025273764273152, "loss_rpn_cls": 0.000541048800300814, "loss_rpn_loc": 0.0027385060438973596, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.541589732049033, "total_loss": 0.04996299672575333}
{"data_time": 0.004468349274247885, "eta_seconds": 18168.402112893295, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4162028447742734, "fast_rcnn/fg_cls_accuracy": 0.5837971552257266, "iteration": 206279, "loss_box_reg": 0.007811186369508505, "loss_cls": 0.04337683733319864, "loss_rpn_cls": 0.000966419228916493, "loss_rpn_loc": 0.0022858004522277042, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5428181705065072, "total_loss": 0.055023984913418644}
{"data_time": 0.004545672796666622, "eta_seconds": 18157.626393245067, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.155, "fast_rcnn/fg_cls_accuracy": 0.6950000000000001, "iteration": 206299, "loss_box_reg": 0.007152685080654919, "loss_cls": 0.04299186170101166, "loss_rpn_cls": 0.0007015766524318678, "loss_rpn_loc": 0.0019923128184018424, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5363650301005691, "total_loss": 0.05318659467832276}
{"data_time": 0.004466217244043946, "eta_seconds": 18149.46460572537, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 206319, "loss_box_reg": 0.006815550033934414, "loss_cls": 0.041700986912474036, "loss_rpn_cls": 0.0006828123845252776, "loss_rpn_loc": 0.0019050026294280542, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5370174124836922, "total_loss": 0.05151544039563305}
{"data_time": 0.004307338502258062, "eta_seconds": 18137.115098524606, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.0822072072072072, "fast_rcnn/fg_cls_accuracy": 0.9076704545454546, "iteration": 206339, "loss_box_reg": 0.007121108006685972, "loss_cls": 0.042737363022752106, "loss_rpn_cls": 0.0008495536524719682, "loss_rpn_loc": 0.0019514213736329111, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5350204440765083, "total_loss": 0.05312513042690625}
{"data_time": 0.004416909301653504, "eta_seconds": 18110.30255758646, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3273809523809524, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 206359, "loss_box_reg": 0.006701317994156852, "loss_cls": 0.03994935471564531, "loss_rpn_cls": 0.0007705145878844633, "loss_rpn_loc": 0.001777410063368734, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5339942583814263, "total_loss": 0.05022015322754214}
{"data_time": 0.004627173766493797, "eta_seconds": 18099.53575365222, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38379705400982, "fast_rcnn/fg_cls_accuracy": 0.6162029459901801, "iteration": 206379, "loss_box_reg": 0.007086134108249098, "loss_cls": 0.04330450133420527, "loss_rpn_cls": 0.000701909580868687, "loss_rpn_loc": 0.0022477318943856517, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.535813371418044, "total_loss": 0.053116853924962015}
{"data_time": 0.00422062911093235, "eta_seconds": 18085.9642266836, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.43487394957983194, "fast_rcnn/fg_cls_accuracy": 0.5651260504201681, "iteration": 206399, "loss_box_reg": 0.007477295512217097, "loss_cls": 0.040964419313240796, "loss_rpn_cls": 0.0012005456287624838, "loss_rpn_loc": 0.0022761656236980343, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5298768980428576, "total_loss": 0.05132400927332981}
{"data_time": 0.004494505003094673, "eta_seconds": 18078.002145783743, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4193548387096774, "fast_rcnn/fg_cls_accuracy": 0.5806451612903225, "iteration": 206419, "loss_box_reg": 0.00696606861311011, "loss_cls": 0.04012647375930101, "loss_rpn_cls": 0.0005703831898244971, "loss_rpn_loc": 0.0018328007899981458, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406817207112908, "total_loss": 0.051734237772990355}
{"data_time": 0.004657901357859373, "eta_seconds": 18063.1927538265, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3915701415701416, "fast_rcnn/fg_cls_accuracy": 0.6084298584298584, "iteration": 206439, "loss_box_reg": 0.007256565411807969, "loss_cls": 0.042615921003744006, "loss_rpn_cls": 0.0006874364551237022, "loss_rpn_loc": 0.0016976154802250676, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.534347731852904, "total_loss": 0.05236716834087929}
{"data_time": 0.0040792920626699924, "eta_seconds": 18058.8607205546, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 206459, "loss_box_reg": 0.007523357693571597, "loss_cls": 0.043786401161924005, "loss_rpn_cls": 0.001000317840180287, "loss_rpn_loc": 0.0017777963676053332, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543757890118286, "total_loss": 0.05505115558128182}
{"data_time": 0.003623204305768013, "eta_seconds": 18041.992987568025, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18106617647058823, "fast_rcnn/fg_cls_accuracy": 0.7758467023172906, "iteration": 206479, "loss_box_reg": 0.006808766687754542, "loss_cls": 0.041908720741048455, "loss_rpn_cls": 0.0005589447209786158, "loss_rpn_loc": 0.002158570889150724, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5316981005016714, "total_loss": 0.05345775777391282}
{"data_time": 0.004211877239868045, "eta_seconds": 18032.138554153964, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3579545454545454, "fast_rcnn/fg_cls_accuracy": 0.5489432703003337, "iteration": 206499, "loss_box_reg": 0.006470620282925665, "loss_cls": 0.042508614249527454, "loss_rpn_cls": 0.0006638861513010852, "loss_rpn_loc": 0.001775875587554765, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389454299584031, "total_loss": 0.0519307026994511}
{"data_time": 0.0038562288973480463, "eta_seconds": 18026.945175989764, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34584717607973425, "fast_rcnn/fg_cls_accuracy": 0.6541528239202659, "iteration": 206519, "loss_box_reg": 0.0071934848674573, "loss_cls": 0.04138385856640525, "loss_rpn_cls": 0.0005493599403507687, "loss_rpn_loc": 0.002071932060061954, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428174459375441, "total_loss": 0.052517500505473436}
{"data_time": 0.003934547770768404, "eta_seconds": 18029.351721925428, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3046218487394958, "fast_rcnn/fg_cls_accuracy": 0.6953781512605042, "iteration": 206539, "loss_box_reg": 0.006533155974466354, "loss_cls": 0.04007179691689089, "loss_rpn_cls": 0.0008185227877390844, "loss_rpn_loc": 0.001656357471802039, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393594210036099, "total_loss": 0.050815364362222226}
{"data_time": 0.004169052001088858, "eta_seconds": 18020.365242746193, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4007276507276507, "fast_rcnn/fg_cls_accuracy": 0.5992723492723493, "iteration": 206559, "loss_box_reg": 0.007136876374715939, "loss_cls": 0.04391123843379319, "loss_rpn_cls": 0.0006360174331803137, "loss_rpn_loc": 0.002010077920203912, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537495628464967, "total_loss": 0.05354429388233939}
{"data_time": 0.004378070589154959, "eta_seconds": 18006.766318169888, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40215517241379306, "fast_rcnn/fg_cls_accuracy": 0.5753787878787879, "iteration": 206579, "loss_box_reg": 0.0070028535410529, "loss_cls": 0.04364896868355572, "loss_rpn_cls": 0.001000120941739624, "loss_rpn_loc": 0.0019117796364298556, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5323057735804468, "total_loss": 0.053091851172212046}
{"data_time": 0.004113693721592426, "eta_seconds": 17997.370276410133, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4452201933404941, "fast_rcnn/fg_cls_accuracy": 0.554779806659506, "iteration": 206599, "loss_box_reg": 0.007268932735314593, "loss_cls": 0.04019421059638262, "loss_rpn_cls": 0.0006698931227901994, "loss_rpn_loc": 0.0013216511551945587, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5385065102018416, "total_loss": 0.05039170772309376}
{"data_time": 0.004388878820464015, "eta_seconds": 17990.155584288295, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3734115347018573, "fast_rcnn/fg_cls_accuracy": 0.6265884652981427, "iteration": 206619, "loss_box_reg": 0.007156900363042951, "loss_cls": 0.03971963346702978, "loss_rpn_cls": 0.0006548406323645395, "loss_rpn_loc": 0.0022377683817467187, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5456258205231279, "total_loss": 0.051235373756526315}
{"data_time": 0.0045851184986531734, "eta_seconds": 17980.98417121754, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4022198731501057, "fast_rcnn/fg_cls_accuracy": 0.5748663101604279, "iteration": 206639, "loss_box_reg": 0.006958144047530368, "loss_cls": 0.03979984507896006, "loss_rpn_cls": 0.0009164066213998012, "loss_rpn_loc": 0.0022429693108279025, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5428776815533638, "total_loss": 0.05053076352896824}
{"data_time": 0.004393823677673936, "eta_seconds": 17972.415895215236, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.38192668371696503, "fast_rcnn/fg_cls_accuracy": 0.618073316283035, "iteration": 206659, "loss_box_reg": 0.006524725031340495, "loss_cls": 0.03980238165240735, "loss_rpn_cls": 0.0005254367730174181, "loss_rpn_loc": 0.0019939022768085124, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5409735380671918, "total_loss": 0.04899393433413479}
{"data_time": 0.004227903904393315, "eta_seconds": 17959.42488442012, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.39943074003795065, "fast_rcnn/fg_cls_accuracy": 0.5857843137254902, "iteration": 206679, "loss_box_reg": 0.006692971277516335, "loss_cls": 0.04005021683406085, "loss_rpn_cls": 0.0006676838856947143, "loss_rpn_loc": 0.0018336182838538662, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5359042270574719, "total_loss": 0.050458951078610426}
{"data_time": 0.00435422663576901, "eta_seconds": 17950.853955387138, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.15000000000000002, "fast_rcnn/fg_cls_accuracy": 0.7919655667144907, "iteration": 206699, "loss_box_reg": 0.006605356669751927, "loss_cls": 0.04033113014884293, "loss_rpn_cls": 0.0004113551506179647, "loss_rpn_loc": 0.0018406649214739446, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5400384054519236, "total_loss": 0.05068336899455517}
{"data_time": 0.004267523530870676, "eta_seconds": 17945.547461078968, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40271493212669685, "fast_rcnn/fg_cls_accuracy": 0.5801282051282051, "iteration": 206719, "loss_box_reg": 0.00742855531279929, "loss_cls": 0.042539137532003224, "loss_rpn_cls": 0.0007138651953937369, "loss_rpn_loc": 0.0020713106168841477, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5483572101220489, "total_loss": 0.05392469541922651}
{"data_time": 0.004074246156960726, "eta_seconds": 17943.117018694058, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.51, "iteration": 206739, "loss_box_reg": 0.0069328098179539666, "loss_cls": 0.04316945158643648, "loss_rpn_cls": 0.0006731501931369621, "loss_rpn_loc": 0.0013630423418362625, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542554849293083, "total_loss": 0.05572997481151276}
{"data_time": 0.004494247725233436, "eta_seconds": 17932.32773573883, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24074074074074073, "fast_rcnn/fg_cls_accuracy": 0.7592592592592593, "iteration": 206759, "loss_box_reg": 0.007062004980980419, "loss_cls": 0.042060944717377424, "loss_rpn_cls": 0.0006100466545149175, "loss_rpn_loc": 0.002488866917701671, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5374837478157133, "total_loss": 0.05257992442761861}
{"data_time": 0.003988619893789291, "eta_seconds": 17911.793796852464, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.5469208211143695, "fast_rcnn/fg_cls_accuracy": 0.4463946869070209, "iteration": 206779, "loss_box_reg": 0.007202502543805167, "loss_cls": 0.0417052092961967, "loss_rpn_cls": 0.0005479371744741002, "loss_rpn_loc": 0.0020299723037169315, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5343405618332326, "total_loss": 0.05184052627407709}
{"data_time": 0.004093069350346923, "eta_seconds": 17912.011296708137, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2337121212121212, "fast_rcnn/fg_cls_accuracy": 0.7662878787878789, "iteration": 206799, "loss_box_reg": 0.007585861254483461, "loss_cls": 0.04348421038594097, "loss_rpn_cls": 0.0009210427276116206, "loss_rpn_loc": 0.002153890358385979, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.536863891640678, "total_loss": 0.05357890589641556}
{"data_time": 0.004707748536020517, "eta_seconds": 17899.95988687314, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3860518292682927, "fast_rcnn/fg_cls_accuracy": 0.5917467948717949, "iteration": 206819, "loss_box_reg": 0.006585926414118148, "loss_cls": 0.04057225410360843, "loss_rpn_cls": 0.0009843676339187368, "loss_rpn_loc": 0.002041522897343384, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5379087878391147, "total_loss": 0.05118350082233292}
{"data_time": 0.00444951350800693, "eta_seconds": 17879.41750509292, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.28629032258064513, "fast_rcnn/fg_cls_accuracy": 0.6679779701022817, "iteration": 206839, "loss_box_reg": 0.00753034652734641, "loss_cls": 0.04359439923427999, "loss_rpn_cls": 0.0006691688141131635, "loss_rpn_loc": 0.0019348875848663738, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5365460230968893, "total_loss": 0.05420892222400653}
{"data_time": 0.0036309941206127405, "eta_seconds": 17864.840453415876, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33034647550776586, "fast_rcnn/fg_cls_accuracy": 0.6696535244922341, "iteration": 206859, "loss_box_reg": 0.006753978261258453, "loss_cls": 0.040765173733234406, "loss_rpn_cls": 0.0007521353705897127, "loss_rpn_loc": 0.0023179914660431677, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5320945994462818, "total_loss": 0.05233338570911883}
{"data_time": 0.004735741997137666, "eta_seconds": 17855.86690651602, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3618181818181818, "fast_rcnn/fg_cls_accuracy": 0.6381818181818182, "iteration": 206879, "loss_box_reg": 0.006635919460677542, "loss_cls": 0.041463257279247046, "loss_rpn_cls": 0.00034456572507224337, "loss_rpn_loc": 0.0015633624425390735, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397505844011903, "total_loss": 0.052273904366131774}
{"data_time": 0.004109459463506937, "eta_seconds": 17847.067303039134, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.46336206896551724, "fast_rcnn/fg_cls_accuracy": 0.5366379310344828, "iteration": 206899, "loss_box_reg": 0.007017834024736658, "loss_cls": 0.03976368246367201, "loss_rpn_cls": 0.00040636925689341297, "loss_rpn_loc": 0.001853286423283862, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5413548988290131, "total_loss": 0.049480368686573684}
{"data_time": 0.0046502831391990185, "eta_seconds": 17830.61825850117, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3492063492063492, "fast_rcnn/fg_cls_accuracy": 0.5972222222222223, "iteration": 206919, "loss_box_reg": 0.006385456537827849, "loss_cls": 0.04419839452020824, "loss_rpn_cls": 0.000509635752905524, "loss_rpn_loc": 0.0015992201770131942, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5360934727359563, "total_loss": 0.052133666312784044}
{"data_time": 0.003999695647507906, "eta_seconds": 17816.359269549837, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3181818181818182, "fast_rcnn/fg_cls_accuracy": 0.6818181818181819, "iteration": 206939, "loss_box_reg": 0.006747683917637914, "loss_cls": 0.039879554067738354, "loss_rpn_cls": 0.0015354024865814608, "loss_rpn_loc": 0.002031770804023836, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5405303437728435, "total_loss": 0.051066865839118236}
{"data_time": 0.004514133557677269, "eta_seconds": 17809.840158399893, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3542128603104213, "fast_rcnn/fg_cls_accuracy": 0.6457871396895787, "iteration": 206959, "loss_box_reg": 0.007130114434403367, "loss_cls": 0.04157561232568696, "loss_rpn_cls": 0.0007588201018506879, "loss_rpn_loc": 0.002513271214411361, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434192614629865, "total_loss": 0.05268053276427054}
{"data_time": 0.004210390616208315, "eta_seconds": 17798.278332395246, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2584047462096243, "fast_rcnn/fg_cls_accuracy": 0.6661661661661662, "iteration": 206979, "loss_box_reg": 0.007749466109089553, "loss_cls": 0.040459660871420056, "loss_rpn_cls": 0.0008042234755976096, "loss_rpn_loc": 0.002179547107516555, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5350378544535488, "total_loss": 0.053260948728848234}
{"data_time": 0.0038999354001134634, "eta_seconds": 17780.994336727774, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4787775891341256, "fast_rcnn/fg_cls_accuracy": 0.5212224108658743, "iteration": 206999, "loss_box_reg": 0.006692092429148033, "loss_cls": 0.04055728472303599, "loss_rpn_cls": 0.0006839846785169357, "loss_rpn_loc": 0.001966103760423721, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5346945417113602, "total_loss": 0.05076541329799511}
{"data_time": 0.003781273029744625, "eta_seconds": 17764.766129826894, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3848684210526316, "fast_rcnn/fg_cls_accuracy": 0.58986562150056, "iteration": 207019, "loss_box_reg": 0.007071568485116586, "loss_cls": 0.04327542381361127, "loss_rpn_cls": 0.0005673832775983101, "loss_rpn_loc": 0.00195125863137946, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537307851947844, "total_loss": 0.05441675309350558}
{"data_time": 0.003647601930424571, "eta_seconds": 17753.99340242031, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4641047297297297, "fast_rcnn/fg_cls_accuracy": 0.5358952702702703, "iteration": 207039, "loss_box_reg": 0.005947740835836157, "loss_cls": 0.039366322569549084, "loss_rpn_cls": 0.00046952325055826805, "loss_rpn_loc": 0.0016920497855608119, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422335234470665, "total_loss": 0.04942966440626151}
{"data_time": 0.004072166979312897, "eta_seconds": 17730.204539900646, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4392156862745098, "fast_rcnn/fg_cls_accuracy": 0.5607843137254902, "iteration": 207059, "loss_box_reg": 0.0067545590427471325, "loss_cls": 0.041670930571854115, "loss_rpn_cls": 0.0008186171542803322, "loss_rpn_loc": 0.002256721920275595, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5336221328470856, "total_loss": 0.05301426388368213}
{"data_time": 0.004179054172709584, "eta_seconds": 17719.43971518986, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5128205128205128, "fast_rcnn/fg_cls_accuracy": 0.48054818744473915, "iteration": 207079, "loss_box_reg": 0.006523686461150646, "loss_cls": 0.043626480270177126, "loss_rpn_cls": 0.0007207888509128679, "loss_rpn_loc": 0.0019715870803338476, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410884309094399, "total_loss": 0.05467504796973799}
{"data_time": 0.00459253741428256, "eta_seconds": 17707.01901152311, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.23137771918259725, "fast_rcnn/fg_cls_accuracy": 0.7493461203138623, "iteration": 207099, "loss_box_reg": 0.007219072140287608, "loss_cls": 0.04242607665946707, "loss_rpn_cls": 0.0010709889460827071, "loss_rpn_loc": 0.0017865792724478524, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362066670786589, "total_loss": 0.05256830483108388}
{"data_time": 0.004059724044054747, "eta_seconds": 17697.910065768287, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.7590517241379311, "iteration": 207119, "loss_box_reg": 0.006798841670388356, "loss_cls": 0.043938386952504516, "loss_rpn_cls": 0.000861231984913502, "loss_rpn_loc": 0.002688667536858702, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.536090565379709, "total_loss": 0.055413759702332754}
{"data_time": 0.004104444524273276, "eta_seconds": 17681.65762650012, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3551628551628552, "fast_rcnn/fg_cls_accuracy": 0.6448371448371448, "iteration": 207139, "loss_box_reg": 0.006881849389174022, "loss_cls": 0.03954530163900927, "loss_rpn_cls": 0.0006151527546762736, "loss_rpn_loc": 0.0017120772681664675, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5311921944376081, "total_loss": 0.05040153415501436}
{"data_time": 0.004284975351765752, "eta_seconds": 17670.21321190358, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28035714285714286, "fast_rcnn/fg_cls_accuracy": 0.7196428571428571, "iteration": 207159, "loss_box_reg": 0.006438461074139923, "loss_cls": 0.042230671853758395, "loss_rpn_cls": 0.0010828621230416502, "loss_rpn_loc": 0.001854812308010878, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.53716423898004, "total_loss": 0.053956378511543335}
{"data_time": 0.003725952934473753, "eta_seconds": 17659.452142988564, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.7142857142857143, "iteration": 207179, "loss_box_reg": 0.007008145825238898, "loss_cls": 0.04081185959512368, "loss_rpn_cls": 0.0009252694421775232, "loss_rpn_loc": 0.002018265367951244, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5440484215505421, "total_loss": 0.05233751366387196}
{"data_time": 0.0042082618456333876, "eta_seconds": 17657.682595426217, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4444444444444444, "fast_rcnn/fg_cls_accuracy": 0.5492063492063493, "iteration": 207199, "loss_box_reg": 0.006434913579141721, "loss_cls": 0.043347525934223086, "loss_rpn_cls": 0.000804284965511215, "loss_rpn_loc": 0.002275216758789611, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432596891187131, "total_loss": 0.054410617943176476}
{"data_time": 0.004534541163593531, "eta_seconds": 17641.093926199246, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.16596638655462184, "fast_rcnn/fg_cls_accuracy": 0.8340336134453781, "iteration": 207219, "loss_box_reg": 0.007650259358342737, "loss_cls": 0.04238451679702848, "loss_rpn_cls": 0.000501724535070025, "loss_rpn_loc": 0.002247977190563688, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5328733192291111, "total_loss": 0.05293191201121772}
{"data_time": 0.004159254254773259, "eta_seconds": 17624.68682346586, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.33333333333333337, "fast_rcnn/fg_cls_accuracy": 0.6271367521367521, "iteration": 207239, "loss_box_reg": 0.006560258945683017, "loss_cls": 0.04203773749759421, "loss_rpn_cls": 0.000417858509990765, "loss_rpn_loc": 0.0017021246549120406, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538628688082099, "total_loss": 0.052766162517855264}
{"data_time": 0.004637535661458969, "eta_seconds": 17612.164067800855, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39849151477058453, "fast_rcnn/fg_cls_accuracy": 0.6015084852294155, "iteration": 207259, "loss_box_reg": 0.007081289222696796, "loss_cls": 0.04107386420946568, "loss_rpn_cls": 0.0007867316428544768, "loss_rpn_loc": 0.001959341186193342, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5352791973855346, "total_loss": 0.051482580598303684}
{"data_time": 0.004351693671196699, "eta_seconds": 17598.240734113147, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.1532882011605416, "fast_rcnn/fg_cls_accuracy": 0.8467117988394584, "iteration": 207279, "loss_box_reg": 0.007160164270317182, "loss_cls": 0.038970037072431296, "loss_rpn_cls": 0.0009577909136169183, "loss_rpn_loc": 0.0024482873632223345, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5358513952232897, "total_loss": 0.05270348502244815}
{"data_time": 0.004766442347317934, "eta_seconds": 17588.79912482458, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.22794117647058823, "fast_rcnn/fg_cls_accuracy": 0.7720588235294117, "iteration": 207299, "loss_box_reg": 0.006421568774385378, "loss_cls": 0.041549751767888665, "loss_rpn_cls": 0.000758738486126731, "loss_rpn_loc": 0.0017404721165803494, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5359266540035605, "total_loss": 0.05107640245756784}
{"data_time": 0.004286955110728741, "eta_seconds": 17578.041778489714, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5525641025641026, "fast_rcnn/fg_cls_accuracy": 0.44743589743589746, "iteration": 207319, "loss_box_reg": 0.006794283268391155, "loss_cls": 0.04453497612848878, "loss_rpn_cls": 0.0006500462915255412, "loss_rpn_loc": 0.0020321137526480015, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5373104854952544, "total_loss": 0.053625891667024916}
{"data_time": 0.004335102159529924, "eta_seconds": 17567.284432154847, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4484126984126984, "fast_rcnn/fg_cls_accuracy": 0.5515873015873016, "iteration": 207339, "loss_box_reg": 0.0069579301052726805, "loss_cls": 0.04294642468448728, "loss_rpn_cls": 0.0007243353309149825, "loss_rpn_loc": 0.0013318539695319487, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374454655684531, "total_loss": 0.05278156986872773}
{"data_time": 0.00430003646761179, "eta_seconds": 17558.37168495427, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23392612859097128, "fast_rcnn/fg_cls_accuracy": 0.7567567567567568, "iteration": 207359, "loss_box_reg": 0.006862500042188913, "loss_cls": 0.041655174689367414, "loss_rpn_cls": 0.0008346387450046677, "loss_rpn_loc": 0.001980761837330647, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5457920739427209, "total_loss": 0.05103764021504276}
{"data_time": 0.004640436265617609, "eta_seconds": 17546.624355431646, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40762195121951217, "fast_rcnn/fg_cls_accuracy": 0.5923780487804877, "iteration": 207379, "loss_box_reg": 0.007299030665308237, "loss_cls": 0.03884791201562621, "loss_rpn_cls": 0.0005174148153059832, "loss_rpn_loc": 0.0019183127296855673, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5315012075006962, "total_loss": 0.04869605433606239}
{"data_time": 0.004127054708078504, "eta_seconds": 17535.866485130042, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33465959328028294, "fast_rcnn/fg_cls_accuracy": 0.6653404067197171, "iteration": 207399, "loss_box_reg": 0.007417708431603387, "loss_cls": 0.04059905919712037, "loss_rpn_cls": 0.0007899662734871526, "loss_rpn_loc": 0.00185591744229896, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.535556998103857, "total_loss": 0.05092563041603171}
{"data_time": 0.004601734923198819, "eta_seconds": 17526.096255246317, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3551628551628552, "fast_rcnn/fg_cls_accuracy": 0.6448371448371448, "iteration": 207419, "loss_box_reg": 0.007470557262422517, "loss_cls": 0.037443898676428944, "loss_rpn_cls": 0.0006848453272141342, "loss_rpn_loc": 0.0022050016868888633, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5459582100156695, "total_loss": 0.05091012465783251}
{"data_time": 0.004441138589754701, "eta_seconds": 17515.337778677, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4958139534883721, "fast_rcnn/fg_cls_accuracy": 0.4870431893687708, "iteration": 207439, "loss_box_reg": 0.00671658334613312, "loss_cls": 0.04390646913088858, "loss_rpn_cls": 0.000812517288068193, "loss_rpn_loc": 0.0022355055625666864, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5318358775693923, "total_loss": 0.05320749634859112}
{"data_time": 0.0046690155286341906, "eta_seconds": 17502.740354145644, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.45683229813664594, "fast_rcnn/fg_cls_accuracy": 0.5431677018633541, "iteration": 207459, "loss_box_reg": 0.00738818125682883, "loss_cls": 0.04253418248845264, "loss_rpn_cls": 0.0008479772991449863, "loss_rpn_loc": 0.001673507740633795, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391619747970253, "total_loss": 0.0519945313829453}
{"data_time": 0.004571896977722645, "eta_seconds": 17494.93420313392, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.35762195121951224, "fast_rcnn/fg_cls_accuracy": 0.6423780487804878, "iteration": 207479, "loss_box_reg": 0.007350150699494407, "loss_cls": 0.04110264984774403, "loss_rpn_cls": 0.0009110453311222955, "loss_rpn_loc": 0.0021182292639423395, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405354634858668, "total_loss": 0.05213513276089543}
{"data_time": 0.004926343448460102, "eta_seconds": 17484.175041851588, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45357142857142857, "fast_rcnn/fg_cls_accuracy": 0.5464285714285715, "iteration": 207499, "loss_box_reg": 0.007104981967131607, "loss_cls": 0.04352421406656504, "loss_rpn_cls": 0.0007116607223451865, "loss_rpn_loc": 0.0016282456963381264, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5380794361699373, "total_loss": 0.05275107023385317}
{"data_time": 0.004228697856888175, "eta_seconds": 17472.30387239973, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24269005847953215, "fast_rcnn/fg_cls_accuracy": 0.7309941520467836, "iteration": 207519, "loss_box_reg": 0.006673946976661682, "loss_cls": 0.041158301901305094, "loss_rpn_cls": 0.0008709295674407258, "loss_rpn_loc": 0.002532778895329102, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5389708667062223, "total_loss": 0.05126120959079117}
{"data_time": 0.0046338667161762714, "eta_seconds": 17458.40568656358, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.23290322580645162, "fast_rcnn/fg_cls_accuracy": 0.7670967741935484, "iteration": 207539, "loss_box_reg": 0.006998290584306233, "loss_cls": 0.04175783065147698, "loss_rpn_cls": 0.001046172206429219, "loss_rpn_loc": 0.0017481014128861716, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367188255768269, "total_loss": 0.053924968427793374}
{"data_time": 0.004311085445806384, "eta_seconds": 17447.64914444438, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3122549019607843, "fast_rcnn/fg_cls_accuracy": 0.6464285714285715, "iteration": 207559, "loss_box_reg": 0.006945491550141014, "loss_cls": 0.04097898432519287, "loss_rpn_cls": 0.0005633442179941994, "loss_rpn_loc": 0.0022203107946552336, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5377815929241478, "total_loss": 0.05182612379371676}
{"data_time": 0.004139616386964917, "eta_seconds": 17439.10332373716, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 207579, "loss_box_reg": 0.0072016292688203976, "loss_cls": 0.0415795981825795, "loss_rpn_cls": 0.0003907439964336845, "loss_rpn_loc": 0.0015795745894138236, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5454562995582819, "total_loss": 0.05152579510541955}
{"data_time": 0.004155473783612251, "eta_seconds": 17429.279396054568, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.37564102564102564, "fast_rcnn/fg_cls_accuracy": 0.6243589743589744, "iteration": 207599, "loss_box_reg": 0.007276028467458673, "loss_cls": 0.04310858761891723, "loss_rpn_cls": 0.00038820079021206766, "loss_rpn_loc": 0.0018942483256978448, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5413454510271549, "total_loss": 0.053630182383614056}
{"data_time": 0.004202795680612326, "eta_seconds": 17416.681583466707, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.276268115942029, "fast_rcnn/fg_cls_accuracy": 0.7195652173913043, "iteration": 207619, "loss_box_reg": 0.007637357281055301, "loss_cls": 0.03930395672796294, "loss_rpn_cls": 0.0007298945680815905, "loss_rpn_loc": 0.0018770681253954535, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339781066868454, "total_loss": 0.05043540784117795}
{"data_time": 0.004321677144616842, "eta_seconds": 17402.374830007553, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4594155844155844, "fast_rcnn/fg_cls_accuracy": 0.532563025210084, "iteration": 207639, "loss_box_reg": 0.007408315927023068, "loss_cls": 0.04358637263067067, "loss_rpn_cls": 0.0007521059662849439, "loss_rpn_loc": 0.002013655517657753, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5342292340938002, "total_loss": 0.05352636230657026}
{"data_time": 0.004698526114225388, "eta_seconds": 17391.61967730522, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4395833333333333, "fast_rcnn/fg_cls_accuracy": 0.5604166666666667, "iteration": 207659, "loss_box_reg": 0.007252304087160155, "loss_cls": 0.041392656799871475, "loss_rpn_cls": 0.0010617696693770995, "loss_rpn_loc": 0.0018440126314089866, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5412851013243198, "total_loss": 0.05282408283665063}
{"data_time": 0.004531575832515955, "eta_seconds": 17380.86452460289, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.33826013513513514, "fast_rcnn/fg_cls_accuracy": 0.6045673076923077, "iteration": 207679, "loss_box_reg": 0.007209680858068168, "loss_cls": 0.04378145554801449, "loss_rpn_cls": 0.0007400722773809321, "loss_rpn_loc": 0.0022856779214635026, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5328827539924532, "total_loss": 0.05495964612430271}
{"data_time": 0.004254167899489403, "eta_seconds": 17367.860054520657, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1717171717171717, "fast_rcnn/fg_cls_accuracy": 0.8282828282828283, "iteration": 207699, "loss_box_reg": 0.007368475606199354, "loss_cls": 0.040646132722031325, "loss_rpn_cls": 0.0005797684070785181, "loss_rpn_loc": 0.0017562504290253855, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5371934885624796, "total_loss": 0.05109031018059795}
{"data_time": 0.0037447139620780945, "eta_seconds": 17344.561915162252, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.49260581336053033, "fast_rcnn/fg_cls_accuracy": 0.47761824324324326, "iteration": 207719, "loss_box_reg": 0.0072789569676388055, "loss_cls": 0.04399491287767887, "loss_rpn_cls": 0.0008172678672053735, "loss_rpn_loc": 0.0019186399767932016, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5323550303000957, "total_loss": 0.0563733037494103}
{"data_time": 0.004748536041006446, "eta_seconds": 17334.370565211633, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.30729166666666663, "fast_rcnn/fg_cls_accuracy": 0.6316489361702128, "iteration": 207739, "loss_box_reg": 0.007188860356109217, "loss_cls": 0.04212895513046533, "loss_rpn_cls": 0.00048533554968344106, "loss_rpn_loc": 0.0015104600861377548, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5411193068139255, "total_loss": 0.05221913002833389}
{"data_time": 0.0038895688485354185, "eta_seconds": 17325.687342794845, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.4807407407407407, "fast_rcnn/fg_cls_accuracy": 0.5192592592592593, "iteration": 207759, "loss_box_reg": 0.006821354298153892, "loss_cls": 0.04183826793450862, "loss_rpn_cls": 0.000566908523865095, "loss_rpn_loc": 0.0016928534569160547, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394132609944791, "total_loss": 0.052870709397438986}
{"data_time": 0.0039382444228976965, "eta_seconds": 17312.877901543165, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45869837296620775, "fast_rcnn/fg_cls_accuracy": 0.5341715022566087, "iteration": 207779, "loss_box_reg": 0.00714793402585201, "loss_cls": 0.040924594533862546, "loss_rpn_cls": 0.0008371249515448653, "loss_rpn_loc": 0.001699937398370821, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5309258738998324, "total_loss": 0.05172126820326639}
{"data_time": 0.004220611648634076, "eta_seconds": 17304.192119516665, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3646734854445319, "fast_rcnn/fg_cls_accuracy": 0.6293250141803743, "iteration": 207799, "loss_box_reg": 0.006832111976109445, "loss_cls": 0.04265105084050447, "loss_rpn_cls": 0.0008027266981116554, "loss_rpn_loc": 0.0018718288229138125, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415033192839473, "total_loss": 0.053684471308542925}
{"data_time": 0.004351717885583639, "eta_seconds": 17291.385237874696, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25495495495495496, "fast_rcnn/fg_cls_accuracy": 0.745045045045045, "iteration": 207819, "loss_box_reg": 0.007211574906250462, "loss_cls": 0.040141878416761756, "loss_rpn_cls": 0.0010121139482635044, "loss_rpn_loc": 0.0018916537610493833, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5361659610643983, "total_loss": 0.05114171341108431}
{"data_time": 0.004510142374783754, "eta_seconds": 17281.000998975942, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3293718166383701, "fast_rcnn/fg_cls_accuracy": 0.6657894736842105, "iteration": 207839, "loss_box_reg": 0.007183297391748056, "loss_cls": 0.04189719053101726, "loss_rpn_cls": 0.000579824597480183, "loss_rpn_loc": 0.0015791775676916586, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5356553879100829, "total_loss": 0.051383563160754875}
{"data_time": 0.00413745129480958, "eta_seconds": 17275.51221828349, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4291666666666667, "fast_rcnn/fg_cls_accuracy": 0.5708333333333333, "iteration": 207859, "loss_box_reg": 0.0065491917775943875, "loss_cls": 0.043448625365272164, "loss_rpn_cls": 0.0006596356188310892, "loss_rpn_loc": 0.0019478787507978268, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5440725435037166, "total_loss": 0.05345951399931437}
{"data_time": 0.004423455102369189, "eta_seconds": 17264.762389579788, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3686411149825784, "fast_rcnn/fg_cls_accuracy": 0.6313588850174217, "iteration": 207879, "loss_box_reg": 0.006931103387614712, "loss_cls": 0.038611675845459104, "loss_rpn_cls": 0.0007962229693703193, "loss_rpn_loc": 0.002072644640065846, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5445558433420956, "total_loss": 0.049647039266801585}
{"data_time": 0.00417292257770896, "eta_seconds": 17248.761327947723, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.655952380952381, "iteration": 207899, "loss_box_reg": 0.007248605659697205, "loss_cls": 0.04280642082449049, "loss_rpn_cls": 0.0008653957651176825, "loss_rpn_loc": 0.001969546940017608, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5367371400352567, "total_loss": 0.05461531253723706}
{"data_time": 0.003943104995414615, "eta_seconds": 17241.84435276431, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32085561497326204, "fast_rcnn/fg_cls_accuracy": 0.679144385026738, "iteration": 207919, "loss_box_reg": 0.007080381808918901, "loss_cls": 0.042192590568447486, "loss_rpn_cls": 0.00070308834926891, "loss_rpn_loc": 0.00265833584307984, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406195556279272, "total_loss": 0.0540814522829578}
{"data_time": 0.004408150911331177, "eta_seconds": 17228.958838043036, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43504273504273505, "fast_rcnn/fg_cls_accuracy": 0.564957264957265, "iteration": 207939, "loss_box_reg": 0.007269837282365188, "loss_cls": 0.03961336752399802, "loss_rpn_cls": 0.0006294209211432644, "loss_rpn_loc": 0.0017341773345833644, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367373202461749, "total_loss": 0.05056078743427861}
{"data_time": 0.004528198624029756, "eta_seconds": 17214.60093541071, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3509538950715422, "fast_rcnn/fg_cls_accuracy": 0.6490461049284579, "iteration": 207959, "loss_box_reg": 0.006840984744485468, "loss_cls": 0.04182671970920637, "loss_rpn_cls": 0.0010296271410084046, "loss_rpn_loc": 0.001537660849862732, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538393824826926, "total_loss": 0.050877920364769125}
{"data_time": 0.004371309885755181, "eta_seconds": 17205.775099910097, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3245554035567716, "fast_rcnn/fg_cls_accuracy": 0.6754445964432285, "iteration": 207979, "loss_box_reg": 0.006960031692869961, "loss_cls": 0.04186759126605466, "loss_rpn_cls": 0.0006003753697996217, "loss_rpn_loc": 0.0015486044194403803, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538223383249715, "total_loss": 0.0511442222008327}
{"data_time": 0.004063779721036553, "eta_seconds": 17198.222050945507, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.47093023255813954, "fast_rcnn/fg_cls_accuracy": 0.5290697674418605, "iteration": 207999, "loss_box_reg": 0.007006292144069448, "loss_cls": 0.04028545808978379, "loss_rpn_cls": 0.0008316449381027269, "loss_rpn_loc": 0.00200866690465773, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5385197775904089, "total_loss": 0.04868774151134403}
{"data_time": 0.004078757017850876, "eta_seconds": 17188.190242772456, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.18627450980392157, "fast_rcnn/fg_cls_accuracy": 0.7058823529411764, "iteration": 208019, "loss_box_reg": 0.006362716754665598, "loss_cls": 0.040750221465714276, "loss_rpn_cls": 0.0004841288646275643, "loss_rpn_loc": 0.0018510260742914397, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5412089466117322, "total_loss": 0.05138400520002051}
{"data_time": 0.004220304545015097, "eta_seconds": 17176.72494516638, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4095860566448801, "fast_rcnn/fg_cls_accuracy": 0.5735294117647058, "iteration": 208039, "loss_box_reg": 0.006590811652131379, "loss_cls": 0.04120632924605161, "loss_rpn_cls": 0.000832626650947077, "loss_rpn_loc": 0.002061962566585862, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5371250500902534, "total_loss": 0.05120045331386791}
{"data_time": 0.004795390414074063, "eta_seconds": 17173.437598965364, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4598842018196857, "fast_rcnn/fg_cls_accuracy": 0.5401157981803143, "iteration": 208059, "loss_box_reg": 0.0068486644013319165, "loss_cls": 0.04213516914751381, "loss_rpn_cls": 0.0008128127922191197, "loss_rpn_loc": 0.0018943969898828072, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5429211219307035, "total_loss": 0.05137866817187842}
{"data_time": 0.003940162481740117, "eta_seconds": 17160.477289666887, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38348416289592757, "fast_rcnn/fg_cls_accuracy": 0.6023351648351649, "iteration": 208079, "loss_box_reg": 0.007203932793345302, "loss_cls": 0.04224853217601776, "loss_rpn_cls": 0.0008200494884249565, "loss_rpn_loc": 0.0014815457525401143, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5505519725847989, "total_loss": 0.053551857628235666}
{"data_time": 0.003978216554969549, "eta_seconds": 17149.725447751116, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4174107142857143, "fast_rcnn/fg_cls_accuracy": 0.5623100303951367, "iteration": 208099, "loss_box_reg": 0.007247666988405399, "loss_cls": 0.04228301363764331, "loss_rpn_cls": 0.0006030316505984956, "loss_rpn_loc": 0.0018508156717871316, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5403088957536966, "total_loss": 0.05364867043954291}
{"data_time": 0.0038808691315352917, "eta_seconds": 17135.76444513537, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5486918604651163, "fast_rcnn/fg_cls_accuracy": 0.4460227272727273, "iteration": 208119, "loss_box_reg": 0.007023235782980919, "loss_cls": 0.04589487862540409, "loss_rpn_cls": 0.0005406803726373255, "loss_rpn_loc": 0.0018893349842983298, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5350506769027561, "total_loss": 0.055483958731429084}
{"data_time": 0.0038269690703600645, "eta_seconds": 17131.27733497671, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45555555555555555, "fast_rcnn/fg_cls_accuracy": 0.5333333333333333, "iteration": 208139, "loss_box_reg": 0.007321546727325767, "loss_cls": 0.04111148545052856, "loss_rpn_cls": 0.0012581186173292735, "loss_rpn_loc": 0.0020255055769666797, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 248.75, "rpn/num_pos_anchors": 7.25, "time": 0.5453961822204292, "total_loss": 0.05401526061604045}
{"data_time": 0.0042176085989922285, "eta_seconds": 17119.671475177864, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41395663956639567, "fast_rcnn/fg_cls_accuracy": 0.5860433604336044, "iteration": 208159, "loss_box_reg": 0.00770114958868362, "loss_cls": 0.04021397139877081, "loss_rpn_cls": 0.0008720405646727158, "loss_rpn_loc": 0.00200128572214453, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5330968655180186, "total_loss": 0.05132001968968325}
{"data_time": 0.004320547450333834, "eta_seconds": 17106.71808008803, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5927518427518428, "iteration": 208179, "loss_box_reg": 0.007048437051707879, "loss_cls": 0.04085364216007292, "loss_rpn_cls": 0.0006642882586902488, "loss_rpn_loc": 0.001647861827223096, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380992800928652, "total_loss": 0.05296473320493078}
{"data_time": 0.004496417241171002, "eta_seconds": 17092.1425219737, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5735930735930737, "fast_rcnn/fg_cls_accuracy": 0.4264069264069264, "iteration": 208199, "loss_box_reg": 0.007719086657743901, "loss_cls": 0.04212740366347134, "loss_rpn_cls": 0.000897131160400022, "loss_rpn_loc": 0.00186808398575522, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426905807107687, "total_loss": 0.05246694366337579}
{"data_time": 0.004317154875025153, "eta_seconds": 17088.262295059627, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41547619047619044, "fast_rcnn/fg_cls_accuracy": 0.5845238095238096, "iteration": 208219, "loss_box_reg": 0.006988831039052457, "loss_cls": 0.043623077566735446, "loss_rpn_cls": 0.0007588686812596279, "loss_rpn_loc": 0.001853240519267274, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539943790063262, "total_loss": 0.05557635139382455}
{"data_time": 0.004209619481116533, "eta_seconds": 17079.418313779403, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5003861003861003, "fast_rcnn/fg_cls_accuracy": 0.4745644599303136, "iteration": 208239, "loss_box_reg": 0.006608871044591069, "loss_cls": 0.04203417286043987, "loss_rpn_cls": 0.0006216464437329705, "loss_rpn_loc": 0.001660951595113147, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5493644708767533, "total_loss": 0.05166851639137349}
{"data_time": 0.004603425972163677, "eta_seconds": 17072.316387525992, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.375968992248062, "fast_rcnn/fg_cls_accuracy": 0.624031007751938, "iteration": 208259, "loss_box_reg": 0.006933882308658212, "loss_cls": 0.041095025138929486, "loss_rpn_cls": 0.00044974629679472855, "loss_rpn_loc": 0.001833517544582719, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5429941681213677, "total_loss": 0.05074092964525789}
{"data_time": 0.004218667978420854, "eta_seconds": 17059.64076724532, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3926282051282051, "fast_rcnn/fg_cls_accuracy": 0.5657051282051282, "iteration": 208279, "loss_box_reg": 0.006679048849036917, "loss_cls": 0.04153281188337132, "loss_rpn_cls": 0.000830174127699479, "loss_rpn_loc": 0.0017818000105762621, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5320612036157399, "total_loss": 0.05089120791313917}
{"data_time": 0.003971377154812217, "eta_seconds": 17048.88471241272, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.36621621621621625, "fast_rcnn/fg_cls_accuracy": 0.6337837837837837, "iteration": 208299, "loss_box_reg": 0.006776768917916343, "loss_cls": 0.040010127355344594, "loss_rpn_cls": 0.000732265242959329, "loss_rpn_loc": 0.00204074942121224, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370685423258692, "total_loss": 0.04997269749219413}
{"data_time": 0.0038006550166755915, "eta_seconds": 17040.04459447437, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2765151515151515, "fast_rcnn/fg_cls_accuracy": 0.7234848484848485, "iteration": 208319, "loss_box_reg": 0.007059948373353109, "loss_cls": 0.043557087366934866, "loss_rpn_cls": 0.0007904193860781561, "loss_rpn_loc": 0.0019151040833094157, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5380693818442523, "total_loss": 0.05522998367433729}
{"data_time": 0.004023442044854164, "eta_seconds": 17029.28733012383, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.290625, "fast_rcnn/fg_cls_accuracy": 0.709375, "iteration": 208339, "loss_box_reg": 0.00684655865188688, "loss_cls": 0.04097400343744084, "loss_rpn_cls": 0.0006829658975107122, "loss_rpn_loc": 0.0022422073434427148, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5342978651169688, "total_loss": 0.051440183578279175}
{"data_time": 0.0038286084309220314, "eta_seconds": 17018.530065773288, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38661131292163986, "fast_rcnn/fg_cls_accuracy": 0.6133886870783601, "iteration": 208359, "loss_box_reg": 0.007430534751620144, "loss_cls": 0.04296986327972263, "loss_rpn_cls": 0.0006406233480191759, "loss_rpn_loc": 0.001819977724153432, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5407631620764732, "total_loss": 0.0546576706575479}
{"data_time": 0.0039016962982714176, "eta_seconds": 17005.86049308232, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38288288288288286, "fast_rcnn/fg_cls_accuracy": 0.5552123552123551, "iteration": 208379, "loss_box_reg": 0.00678781871101819, "loss_cls": 0.04246067441999912, "loss_rpn_cls": 0.0011434443426594498, "loss_rpn_loc": 0.0020499228030530503, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5359133998863399, "total_loss": 0.05372332430465576}
{"data_time": 0.004265987081453204, "eta_seconds": 16995.10443824972, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.237984496124031, "fast_rcnn/fg_cls_accuracy": 0.7501875468867216, "iteration": 208399, "loss_box_reg": 0.006819834219641052, "loss_cls": 0.04216551408171654, "loss_rpn_cls": 0.001359060093932385, "loss_rpn_loc": 0.0018859431311284425, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5342131538782269, "total_loss": 0.053398882079136456}
{"data_time": 0.003917935537174344, "eta_seconds": 16986.258272721665, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.2272727272727273, "fast_rcnn/fg_cls_accuracy": 0.7727272727272727, "iteration": 208419, "loss_box_reg": 0.007256795826833695, "loss_cls": 0.040722530568018556, "loss_rpn_cls": 0.0007137079424524018, "loss_rpn_loc": 0.0016401380489696749, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5463699081446975, "total_loss": 0.051451528938969204}
{"data_time": 0.003954005893319845, "eta_seconds": 16982.50467907195, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2895833333333333, "fast_rcnn/fg_cls_accuracy": 0.7104166666666667, "iteration": 208439, "loss_box_reg": 0.006904156878590584, "loss_cls": 0.039785639266483486, "loss_rpn_cls": 0.0005749048323764328, "loss_rpn_loc": 0.0022148687712615356, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542446227511391, "total_loss": 0.04958683821075738}
{"data_time": 0.003982575377449393, "eta_seconds": 16973.241710524308, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 208459, "loss_box_reg": 0.007239310638397001, "loss_cls": 0.042484531411901116, "loss_rpn_cls": 0.0006404019787424886, "loss_rpn_loc": 0.0020736184378620237, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418119188398123, "total_loss": 0.053140784541255925}
{"data_time": 0.0037083234637975693, "eta_seconds": 16959.20005607349, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.19946808510638298, "fast_rcnn/fg_cls_accuracy": 0.800531914893617, "iteration": 208479, "loss_box_reg": 0.007202708758995868, "loss_cls": 0.04128709030919708, "loss_rpn_cls": 0.0005685995609638894, "loss_rpn_loc": 0.001862845201685559, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5414639320224524, "total_loss": 0.05138816013226233}
{"data_time": 0.004140110453590751, "eta_seconds": 16948.439483721042, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.256578947368421, "fast_rcnn/fg_cls_accuracy": 0.7025703794369644, "iteration": 208499, "loss_box_reg": 0.0077144329843577, "loss_cls": 0.041860038705635816, "loss_rpn_cls": 0.0004743310548747104, "loss_rpn_loc": 0.0016699276675353758, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5396996384952217, "total_loss": 0.052575225268810755}
{"data_time": 0.004316691542044282, "eta_seconds": 16937.678911368595, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3437283437283437, "fast_rcnn/fg_cls_accuracy": 0.6254222972972974, "iteration": 208519, "loss_box_reg": 0.006505946657853201, "loss_cls": 0.040498492249753326, "loss_rpn_cls": 0.0005975493800747245, "loss_rpn_loc": 0.0024475456375512294, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5355227901600301, "total_loss": 0.05078570076068445}
{"data_time": 0.004323169589042664, "eta_seconds": 16931.687401453033, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.34700460829493085, "fast_rcnn/fg_cls_accuracy": 0.6191637630662021, "iteration": 208539, "loss_box_reg": 0.007379234171821736, "loss_cls": 0.043859054800122976, "loss_rpn_cls": 0.0008941119495489147, "loss_rpn_loc": 0.0018248362393933348, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5406249922234565, "total_loss": 0.05608876494250126}
{"data_time": 0.0038624010048806667, "eta_seconds": 16932.976853230968, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3628205128205128, "fast_rcnn/fg_cls_accuracy": 0.6353276353276354, "iteration": 208559, "loss_box_reg": 0.006744143276591785, "loss_cls": 0.04048188461456448, "loss_rpn_cls": 0.00042492060686072364, "loss_rpn_loc": 0.0021069326758151874, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5416325540281832, "total_loss": 0.051066058596916264}
{"data_time": 0.004437171621248126, "eta_seconds": 16919.6514998544, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4208791208791209, "fast_rcnn/fg_cls_accuracy": 0.5589285714285714, "iteration": 208579, "loss_box_reg": 0.007875814873841591, "loss_cls": 0.045011420152150095, "loss_rpn_cls": 0.0012121955774375692, "loss_rpn_loc": 0.0019188239712093491, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542449904140085, "total_loss": 0.05664280253495235}
{"data_time": 0.004322148626670241, "eta_seconds": 16903.835306059336, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.37456140350877193, "fast_rcnn/fg_cls_accuracy": 0.6254385964912281, "iteration": 208599, "loss_box_reg": 0.00660613234504126, "loss_cls": 0.04157933406531811, "loss_rpn_cls": 0.0006348468465375845, "loss_rpn_loc": 0.00233420067888801, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5362249058671296, "total_loss": 0.0525228600116634}
{"data_time": 0.004814579151570797, "eta_seconds": 16902.70192153845, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43487394957983194, "fast_rcnn/fg_cls_accuracy": 0.5651260504201681, "iteration": 208619, "loss_box_reg": 0.00655109147191979, "loss_cls": 0.042393264011479914, "loss_rpn_cls": 0.0005120313005875232, "loss_rpn_loc": 0.001764527843988617, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417956244200468, "total_loss": 0.051567264454774886}
{"data_time": 0.004122839542105794, "eta_seconds": 16894.11845301441, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.14434523809523808, "fast_rcnn/fg_cls_accuracy": 0.8556547619047619, "iteration": 208639, "loss_box_reg": 0.006726607112796046, "loss_cls": 0.03972726973006502, "loss_rpn_cls": 0.000451452265451735, "loss_rpn_loc": 0.0019156356938765384, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5362880313768983, "total_loss": 0.05054746538132804}
{"data_time": 0.003950541373342276, "eta_seconds": 16883.34448633413, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1796455424274973, "fast_rcnn/fg_cls_accuracy": 0.8203544575725027, "iteration": 208659, "loss_box_reg": 0.006805929268011823, "loss_cls": 0.04099780949763954, "loss_rpn_cls": 0.0007174724294713997, "loss_rpn_loc": 0.0014062694244785234, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449745699297637, "total_loss": 0.048669536304942085}
{"data_time": 0.004015465499833226, "eta_seconds": 16874.466158307856, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.23190932868352224, "fast_rcnn/fg_cls_accuracy": 0.7126909518213866, "iteration": 208679, "loss_box_reg": 0.007392277446342632, "loss_cls": 0.0444284652476199, "loss_rpn_cls": 0.0007095881198893039, "loss_rpn_loc": 0.001989898239116883, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5371784619055688, "total_loss": 0.05453313370101398}
{"data_time": 0.004161724587902427, "eta_seconds": 16863.690981169, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34408602150537637, "fast_rcnn/fg_cls_accuracy": 0.624031007751938, "iteration": 208699, "loss_box_reg": 0.006881870940560475, "loss_cls": 0.043115976615808904, "loss_rpn_cls": 0.0005422112363930864, "loss_rpn_loc": 0.002361734066653298, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5360503969714046, "total_loss": 0.05349935124901606}
{"data_time": 0.004457219038158655, "eta_seconds": 16858.219142852817, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40404040404040403, "fast_rcnn/fg_cls_accuracy": 0.595959595959596, "iteration": 208719, "loss_box_reg": 0.007077893242239952, "loss_cls": 0.040778945258352906, "loss_rpn_cls": 0.0009952484519999416, "loss_rpn_loc": 0.0019904101391148288, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5419132108800113, "total_loss": 0.051686687622918726}
{"data_time": 0.004219207912683487, "eta_seconds": 16842.140626891283, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4641025641025641, "fast_rcnn/fg_cls_accuracy": 0.5358974358974359, "iteration": 208739, "loss_box_reg": 0.0066217648854944855, "loss_cls": 0.04137390316464007, "loss_rpn_cls": 0.0006686002003561953, "loss_rpn_loc": 0.0024761705826676916, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.53474987950176, "total_loss": 0.05227659799174944}
{"data_time": 0.004298054380342364, "eta_seconds": 16829.474652932724, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4819444444444444, "fast_rcnn/fg_cls_accuracy": 0.5180555555555555, "iteration": 208759, "loss_box_reg": 0.007576115807751194, "loss_cls": 0.04412844454054721, "loss_rpn_cls": 0.0009624475760006135, "loss_rpn_loc": 0.001911704741360154, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5395465260371566, "total_loss": 0.05433123726797362}
{"data_time": 0.004623784450814128, "eta_seconds": 16825.883439116646, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2704347826086957, "fast_rcnn/fg_cls_accuracy": 0.7295652173913043, "iteration": 208779, "loss_box_reg": 0.007181124150520191, "loss_cls": 0.04212560906307772, "loss_rpn_cls": 0.0005753703672439769, "loss_rpn_loc": 0.0018054166102956515, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5428001619875431, "total_loss": 0.051948474390997035}
{"data_time": 0.003917522495612502, "eta_seconds": 16814.573309631553, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2860411899313501, "fast_rcnn/fg_cls_accuracy": 0.7139588100686498, "iteration": 208799, "loss_box_reg": 0.007218416663818061, "loss_cls": 0.04181320284260437, "loss_rpn_cls": 0.0008947424165626217, "loss_rpn_loc": 0.00189109427810763, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379180025774986, "total_loss": 0.05336616044405673}
{"data_time": 0.00457846699282527, "eta_seconds": 16804.99995595892, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3234524847428073, "fast_rcnn/fg_cls_accuracy": 0.6765475152571927, "iteration": 208819, "loss_box_reg": 0.007243719446705654, "loss_cls": 0.042212982662022114, "loss_rpn_cls": 0.0003333901528321803, "loss_rpn_loc": 0.0018552968813310144, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5386458595748991, "total_loss": 0.05286054930388673}
{"data_time": 0.004102772334590554, "eta_seconds": 16795.520999872126, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30980392156862746, "fast_rcnn/fg_cls_accuracy": 0.6901960784313725, "iteration": 208839, "loss_box_reg": 0.007313037698622793, "loss_cls": 0.04284850653493777, "loss_rpn_cls": 0.0005315091680131445, "loss_rpn_loc": 0.0016490186462760903, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360110895708203, "total_loss": 0.05316996092130921}
{"data_time": 0.004153311951085925, "eta_seconds": 16782.377288170625, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.41531713900134953, "fast_rcnn/fg_cls_accuracy": 0.5846828609986505, "iteration": 208859, "loss_box_reg": 0.006944777400349267, "loss_cls": 0.041293967282399535, "loss_rpn_cls": 0.0005810157939265537, "loss_rpn_loc": 0.0016869749124452937, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5361560194287449, "total_loss": 0.05169917754562903}
{"data_time": 0.0038934508338570595, "eta_seconds": 16771.59897193918, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.1592741935483871, "fast_rcnn/fg_cls_accuracy": 0.7859848484848485, "iteration": 208879, "loss_box_reg": 0.007540910097304732, "loss_cls": 0.041654903907328844, "loss_rpn_cls": 0.0007967256221945718, "loss_rpn_loc": 0.001996573077121866, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5435022730380297, "total_loss": 0.05330180401188045}
{"data_time": 0.004613010212779045, "eta_seconds": 16757.658235603943, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.26985294117647063, "fast_rcnn/fg_cls_accuracy": 0.7301470588235295, "iteration": 208899, "loss_box_reg": 0.007392718849587254, "loss_cls": 0.04065427667228505, "loss_rpn_cls": 0.000716571503033947, "loss_rpn_loc": 0.0016349094203178538, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5366984943393618, "total_loss": 0.051588148248839616}
{"data_time": 0.004092029295861721, "eta_seconds": 16741.057394396048, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28629032258064513, "fast_rcnn/fg_cls_accuracy": 0.6935483870967742, "iteration": 208919, "loss_box_reg": 0.006890184013172984, "loss_cls": 0.03953610669123009, "loss_rpn_cls": 0.0005349753700727433, "loss_rpn_loc": 0.0020948517503711628, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5327425110153854, "total_loss": 0.05080851989498569}
{"data_time": 0.004035355290398002, "eta_seconds": 16738.15232748771, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47883597883597884, "fast_rcnn/fg_cls_accuracy": 0.5211640211640212, "iteration": 208939, "loss_box_reg": 0.006813476560637355, "loss_cls": 0.042893589386949316, "loss_rpn_cls": 0.0006438542348661258, "loss_rpn_loc": 0.0019247615564381704, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5425917638931423, "total_loss": 0.05306866721343795}
{"data_time": 0.004546751966699958, "eta_seconds": 16721.912163291592, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38615888615888616, "fast_rcnn/fg_cls_accuracy": 0.6138411138411138, "iteration": 208959, "loss_box_reg": 0.007493149663787335, "loss_cls": 0.04212567396461964, "loss_rpn_cls": 0.0006168810243707412, "loss_rpn_loc": 0.0023314282534556696, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5323064702097327, "total_loss": 0.052556022562043836}
{"data_time": 0.004400577628985047, "eta_seconds": 16711.138082454447, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26842105263157895, "fast_rcnn/fg_cls_accuracy": 0.6972222222222222, "iteration": 208979, "loss_box_reg": 0.0070374817587435246, "loss_cls": 0.04192669386975467, "loss_rpn_cls": 0.000750741468891647, "loss_rpn_loc": 0.001327486494119512, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538908435497433, "total_loss": 0.05093325016161998}
{"data_time": 0.00443146494217217, "eta_seconds": 16698.793065408245, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4420866489832007, "fast_rcnn/fg_cls_accuracy": 0.5579133510167993, "iteration": 208999, "loss_box_reg": 0.006424025952583179, "loss_cls": 0.04046516679227352, "loss_rpn_cls": 0.0005463124034577049, "loss_rpn_loc": 0.0018719011786743067, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371696790680289, "total_loss": 0.049650633866406224}
{"data_time": 0.003774701850488782, "eta_seconds": 16687.19472139841, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 209019, "loss_box_reg": 0.006330042553599924, "loss_cls": 0.043208243092522025, "loss_rpn_cls": 0.0006543966342178464, "loss_rpn_loc": 0.0017643852115725167, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377863936591893, "total_loss": 0.053650220639895}
{"data_time": 0.004103178856894374, "eta_seconds": 16682.224257500842, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18333333333333335, "fast_rcnn/fg_cls_accuracy": 0.8166666666666667, "iteration": 209039, "loss_box_reg": 0.0065599876397755, "loss_cls": 0.042895609280094504, "loss_rpn_cls": 0.0005396679785008018, "loss_rpn_loc": 0.002510297723347321, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5448343134485185, "total_loss": 0.05263486476724211}
{"data_time": 0.0036679294425994158, "eta_seconds": 16668.041759105865, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2894736842105263, "fast_rcnn/fg_cls_accuracy": 0.7105263157894737, "iteration": 209059, "loss_box_reg": 0.00784892775118351, "loss_cls": 0.04226082598324865, "loss_rpn_cls": 0.001002168118930058, "loss_rpn_loc": 0.0020755995665240334, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5379567965865135, "total_loss": 0.0546133162500837}
{"data_time": 0.003934960113838315, "eta_seconds": 16655.70079595782, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3190909090909091, "fast_rcnn/fg_cls_accuracy": 0.6675862068965517, "iteration": 209079, "loss_box_reg": 0.007353370543569326, "loss_cls": 0.039822943799663335, "loss_rpn_cls": 0.0007867996941968158, "loss_rpn_loc": 0.0015629159424861427, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.542102083330974, "total_loss": 0.05013305954980751}
{"data_time": 0.004182403441518545, "eta_seconds": 16646.493597431574, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4564393939393939, "fast_rcnn/fg_cls_accuracy": 0.543560606060606, "iteration": 209099, "loss_box_reg": 0.006912323471624404, "loss_cls": 0.039714416954666376, "loss_rpn_cls": 0.0008916355616293004, "loss_rpn_loc": 0.0018739083297987236, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5435463397298008, "total_loss": 0.0496816393424524}
{"data_time": 0.004200044320896268, "eta_seconds": 16635.71951659443, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3594224924012158, "fast_rcnn/fg_cls_accuracy": 0.6212664277180406, "iteration": 209119, "loss_box_reg": 0.006612581200897694, "loss_cls": 0.0397177025442943, "loss_rpn_cls": 0.0011789440378606741, "loss_rpn_loc": 0.0019145288097206503, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5309683156665415, "total_loss": 0.050241796334034916}
{"data_time": 0.003492647083476186, "eta_seconds": 16622.559513801243, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3143515470704411, "fast_rcnn/fg_cls_accuracy": 0.6856484529295589, "iteration": 209139, "loss_box_reg": 0.0070494495739694685, "loss_cls": 0.0428957098047249, "loss_rpn_cls": 0.0006427874674272971, "loss_rpn_loc": 0.0020554025868477765, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5330397414509207, "total_loss": 0.053853725221557625}
{"data_time": 0.003827970940619707, "eta_seconds": 16611.786979201715, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32007722007722006, "fast_rcnn/fg_cls_accuracy": 0.6799227799227799, "iteration": 209159, "loss_box_reg": 0.006952623632969335, "loss_cls": 0.04187531943898648, "loss_rpn_cls": 0.0010270555237070766, "loss_rpn_loc": 0.0018443867083988152, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5371796083636582, "total_loss": 0.05186533697701634}
{"data_time": 0.0035300275776535273, "eta_seconds": 16599.249654431595, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.43843843843843844, "fast_rcnn/fg_cls_accuracy": 0.5409356725146199, "iteration": 209179, "loss_box_reg": 0.007073477754602209, "loss_cls": 0.04301825168658979, "loss_rpn_cls": 0.0004733214532279817, "loss_rpn_loc": 0.002253685990581289, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5326936405617744, "total_loss": 0.05409348479440723}
{"data_time": 0.004336117068305612, "eta_seconds": 16586.726560443873, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40706476030277544, "fast_rcnn/fg_cls_accuracy": 0.5862068965517242, "iteration": 209199, "loss_box_reg": 0.006609069416299462, "loss_cls": 0.042564167408272624, "loss_rpn_cls": 0.0007292356430639302, "loss_rpn_loc": 0.0017137221184384543, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5371565024834126, "total_loss": 0.05284417132878616}
{"data_time": 0.00441698357462883, "eta_seconds": 16572.22603852977, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15885885885885886, "fast_rcnn/fg_cls_accuracy": 0.7939189189189189, "iteration": 209219, "loss_box_reg": 0.0069035573687870055, "loss_cls": 0.04007461364381015, "loss_rpn_cls": 0.0010315893855477043, "loss_rpn_loc": 0.001826903269829927, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5358981676399708, "total_loss": 0.05102535574928879}
{"data_time": 0.004012354416772723, "eta_seconds": 16553.900078360457, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5263605442176871, "fast_rcnn/fg_cls_accuracy": 0.4736394557823129, "iteration": 209239, "loss_box_reg": 0.006681949045741931, "loss_cls": 0.04292827600147575, "loss_rpn_cls": 0.0010046491241268996, "loss_rpn_loc": 0.001653297666052822, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5294643954839557, "total_loss": 0.053866598697140944}
{"data_time": 0.003984065726399422, "eta_seconds": 16539.245209476678, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 209259, "loss_box_reg": 0.007130204554414377, "loss_cls": 0.03917382616782561, "loss_rpn_cls": 0.001036186435953823, "loss_rpn_loc": 0.0016367494717997033, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5325085907243192, "total_loss": 0.050659540376500445}
{"data_time": 0.0039015861693769693, "eta_seconds": 16532.37425009953, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2761904761904762, "fast_rcnn/fg_cls_accuracy": 0.6761904761904762, "iteration": 209279, "loss_box_reg": 0.007107959070708603, "loss_cls": 0.043584173545241356, "loss_rpn_cls": 0.0010779953851169921, "loss_rpn_loc": 0.0018334003834752366, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411020228639245, "total_loss": 0.053290479851966666}
{"data_time": 0.004206442041322589, "eta_seconds": 16522.67044633068, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3780487804878049, "fast_rcnn/fg_cls_accuracy": 0.6219512195121951, "iteration": 209299, "loss_box_reg": 0.007137294902349822, "loss_cls": 0.040361589984968305, "loss_rpn_cls": 0.00040067746499516943, "loss_rpn_loc": 0.0020060077513335273, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5351249808445573, "total_loss": 0.05129828873396036}
{"data_time": 0.004498102003708482, "eta_seconds": 16518.38689737604, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3657407407407407, "fast_rcnn/fg_cls_accuracy": 0.5876068376068376, "iteration": 209319, "loss_box_reg": 0.007113881307304837, "loss_cls": 0.04126860969699919, "loss_rpn_cls": 0.0014079066892520586, "loss_rpn_loc": 0.0026044118603749666, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5422356163617224, "total_loss": 0.05515076533947649}
{"data_time": 0.004401275422424078, "eta_seconds": 16510.219812792493, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.1601823708206687, "fast_rcnn/fg_cls_accuracy": 0.6122031122031122, "iteration": 209339, "loss_box_reg": 0.007338734867516905, "loss_cls": 0.04209493403322995, "loss_rpn_cls": 0.0009224154026696851, "loss_rpn_loc": 0.0026304970488126855, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5394525965675712, "total_loss": 0.05250292243772492}
{"data_time": 0.004309224430471659, "eta_seconds": 16490.37963408418, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4142156862745098, "fast_rcnn/fg_cls_accuracy": 0.5857843137254902, "iteration": 209359, "loss_box_reg": 0.007146129413740709, "loss_cls": 0.040678475343156606, "loss_rpn_cls": 0.0008932210434409171, "loss_rpn_loc": 0.0016881664359971182, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334448914509267, "total_loss": 0.05096473856525563}
{"data_time": 0.004731755470857024, "eta_seconds": 16487.08951447229, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22180451127819548, "fast_rcnn/fg_cls_accuracy": 0.7490347490347491, "iteration": 209379, "loss_box_reg": 0.007309434877242893, "loss_cls": 0.039799963822588325, "loss_rpn_cls": 0.000987893278448837, "loss_rpn_loc": 0.0016948746151683736, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5326848758850247, "total_loss": 0.04998737893174621}
{"data_time": 0.004145568469539285, "eta_seconds": 16476.321029109647, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41666666666666663, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 209399, "loss_box_reg": 0.006660453349468298, "loss_cls": 0.04020937904715538, "loss_rpn_cls": 0.0005900837011267868, "loss_rpn_loc": 0.0018054816882795421, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369067678693682, "total_loss": 0.051324523331288674}
{"data_time": 0.00418778951279819, "eta_seconds": 16458.659932591487, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.47560975609756095, "fast_rcnn/fg_cls_accuracy": 0.5121951219512195, "iteration": 209419, "loss_box_reg": 0.006404029147233814, "loss_cls": 0.04351142171071842, "loss_rpn_cls": 0.0007801996040370796, "loss_rpn_loc": 0.0015180436348600779, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5321379378437996, "total_loss": 0.05397985580344766}
{"data_time": 0.00420724437572062, "eta_seconds": 16444.01423016982, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.18406593406593408, "fast_rcnn/fg_cls_accuracy": 0.8159340659340659, "iteration": 209439, "loss_box_reg": 0.007556246637250297, "loss_cls": 0.04066234384663403, "loss_rpn_cls": 0.0009902071619762864, "loss_rpn_loc": 0.002071041635645088, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397714411374182, "total_loss": 0.05242393980608995}
{"data_time": 0.004075903911143541, "eta_seconds": 16433.252792893443, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4412715517241379, "fast_rcnn/fg_cls_accuracy": 0.5587284482758621, "iteration": 209459, "loss_box_reg": 0.006760890188161284, "loss_cls": 0.04339733114466071, "loss_rpn_cls": 0.0013439562958978968, "loss_rpn_loc": 0.0022074638973208494, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397351265419275, "total_loss": 0.052788841847700496}
{"data_time": 0.003804533975198865, "eta_seconds": 16426.36799982423, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5092592592592593, "fast_rcnn/fg_cls_accuracy": 0.4435096153846154, "iteration": 209479, "loss_box_reg": 0.006815549364546314, "loss_cls": 0.04373105661943555, "loss_rpn_cls": 0.0008547924043114108, "loss_rpn_loc": 0.002333731717953924, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5423717519734055, "total_loss": 0.05491020136378211}
{"data_time": 0.003988809883594513, "eta_seconds": 16409.052705524722, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2403846153846154, "fast_rcnn/fg_cls_accuracy": 0.7083333333333333, "iteration": 209499, "loss_box_reg": 0.006857797197881155, "loss_cls": 0.03998178517213091, "loss_rpn_cls": 0.0007054795730709884, "loss_rpn_loc": 0.0021075107742944965, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5328261454124004, "total_loss": 0.050601021380487055}
{"data_time": 0.003947854973375797, "eta_seconds": 16400.96848106431, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2951388888888889, "fast_rcnn/fg_cls_accuracy": 0.7048611111111112, "iteration": 209519, "loss_box_reg": 0.006911387841682881, "loss_cls": 0.03977873781695962, "loss_rpn_cls": 0.0014090002212014952, "loss_rpn_loc": 0.0018535577692091465, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5445548396091908, "total_loss": 0.05104798791040821}
{"data_time": 0.0044655464589595795, "eta_seconds": 16387.533341955626, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.11428571428571428, "fast_rcnn/fg_cls_accuracy": 0.8857142857142857, "iteration": 209539, "loss_box_reg": 0.007232938602101058, "loss_cls": 0.04380443482659757, "loss_rpn_cls": 0.0007942112888486008, "loss_rpn_loc": 0.0018235889801871963, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403965543955564, "total_loss": 0.054950257003440584}
{"data_time": 0.004634115379303694, "eta_seconds": 16375.49558204203, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 209559, "loss_box_reg": 0.006895808503031731, "loss_cls": 0.0413351736497134, "loss_rpn_cls": 0.0007520278652464185, "loss_rpn_loc": 0.002020952702878276, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438028061762452, "total_loss": 0.05138748220591083}
{"data_time": 0.004191767890006304, "eta_seconds": 16363.968262115028, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4400921658986175, "fast_rcnn/fg_cls_accuracy": 0.5599078341013825, "iteration": 209579, "loss_box_reg": 0.007191886761575006, "loss_cls": 0.04032177684712224, "loss_rpn_cls": 0.0006460979175244574, "loss_rpn_loc": 0.0016580884439463262, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5416695575695485, "total_loss": 0.05091188104233879}
{"data_time": 0.003985482268035412, "eta_seconds": 16353.97789788968, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 209599, "loss_box_reg": 0.006959135585930198, "loss_cls": 0.042851028381846845, "loss_rpn_cls": 0.0008793303420588927, "loss_rpn_loc": 0.0019621526516857557, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.537387011339888, "total_loss": 0.05387609499462087}
{"data_time": 0.004808088997378945, "eta_seconds": 16336.372894677334, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4504573170731707, "fast_rcnn/fg_cls_accuracy": 0.5495426829268293, "iteration": 209619, "loss_box_reg": 0.007004812854574993, "loss_cls": 0.041324040794279426, "loss_rpn_cls": 0.0007782750076330558, "loss_rpn_loc": 0.0020880036372545874, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392979050520808, "total_loss": 0.05304102572847569}
{"data_time": 0.004805308999493718, "eta_seconds": 16328.689787100535, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3981900452488688, "fast_rcnn/fg_cls_accuracy": 0.6018099547511313, "iteration": 209639, "loss_box_reg": 0.00695931731024757, "loss_cls": 0.0412287482758984, "loss_rpn_cls": 0.0007689998292335076, "loss_rpn_loc": 0.0017477404398960061, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5386088564991951, "total_loss": 0.05123323759818277}
{"data_time": 0.003947469871491194, "eta_seconds": 16314.86422426533, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2151860744297719, "fast_rcnn/fg_cls_accuracy": 0.7766439909297052, "iteration": 209659, "loss_box_reg": 0.0066828628041548654, "loss_cls": 0.03869876533281058, "loss_rpn_cls": 0.0008904053990477223, "loss_rpn_loc": 0.002085490095851128, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392622405197471, "total_loss": 0.050396496091536847}
{"data_time": 0.004121237434446812, "eta_seconds": 16307.177070408594, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3579545454545454, "fast_rcnn/fg_cls_accuracy": 0.6420454545454546, "iteration": 209679, "loss_box_reg": 0.0076576006395043805, "loss_cls": 0.04243162809871137, "loss_rpn_cls": 0.0006573645368916914, "loss_rpn_loc": 0.0016282810447592055, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367809869349003, "total_loss": 0.05323401990187904}
{"data_time": 0.0040018800646066666, "eta_seconds": 16291.546044781338, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3879598662207358, "fast_rcnn/fg_cls_accuracy": 0.6043478260869566, "iteration": 209699, "loss_box_reg": 0.007119684014469385, "loss_cls": 0.04224178823642433, "loss_rpn_cls": 0.001314781891835537, "loss_rpn_loc": 0.0019447760832917993, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5302268583327532, "total_loss": 0.0535152268974457}
{"data_time": 0.004097076831385493, "eta_seconds": 16278.531033489155, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.45669607056936645, "fast_rcnn/fg_cls_accuracy": 0.5433039294306334, "iteration": 209719, "loss_box_reg": 0.00659735212684609, "loss_cls": 0.04095384350512177, "loss_rpn_cls": 0.0005744541190324526, "loss_rpn_loc": 0.001893386588562862, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5402223761193454, "total_loss": 0.05122790645651776}
{"data_time": 0.0043521299958229065, "eta_seconds": 16271.846883441322, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.42340425531914894, "fast_rcnn/fg_cls_accuracy": 0.5765957446808511, "iteration": 209739, "loss_box_reg": 0.0068263405410107225, "loss_cls": 0.041996672633104026, "loss_rpn_cls": 0.0008417210593734126, "loss_rpn_loc": 0.002089516168780392, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440896607469767, "total_loss": 0.05198238961105517}
{"data_time": 0.0046624375972896814, "eta_seconds": 16264.151637024712, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2943722943722944, "fast_rcnn/fg_cls_accuracy": 0.7056277056277056, "iteration": 209759, "loss_box_reg": 0.007453074009390548, "loss_cls": 0.044982699473621324, "loss_rpn_cls": 0.0006323497888161, "loss_rpn_loc": 0.0015565881130896742, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5455923769623041, "total_loss": 0.05327941138909864}
{"data_time": 0.004349891562014818, "eta_seconds": 16249.061695007375, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.45584415584415583, "fast_rcnn/fg_cls_accuracy": 0.5294930875576036, "iteration": 209779, "loss_box_reg": 0.006943458138266578, "loss_cls": 0.04095921409316361, "loss_rpn_cls": 0.0006931065844355544, "loss_rpn_loc": 0.0015787279426149325, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5391870778985322, "total_loss": 0.051982853347738}
{"data_time": 0.003910300554707646, "eta_seconds": 16245.483587895054, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2796296296296296, "fast_rcnn/fg_cls_accuracy": 0.7089743589743589, "iteration": 209799, "loss_box_reg": 0.007111902392352931, "loss_cls": 0.039750196679960936, "loss_rpn_cls": 0.0009761491886592921, "loss_rpn_loc": 0.0016251327033387497, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5510221589356661, "total_loss": 0.05147373952581802}
{"data_time": 0.004333762917667627, "eta_seconds": 16228.829542617314, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3412653975363942, "fast_rcnn/fg_cls_accuracy": 0.6587346024636058, "iteration": 209819, "loss_box_reg": 0.007235474971821532, "loss_cls": 0.04072356189135462, "loss_rpn_cls": 0.0008683895547960674, "loss_rpn_loc": 0.0025830912090896163, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379702991340309, "total_loss": 0.0520266527619242}
{"data_time": 0.003932130988687277, "eta_seconds": 16223.967103556264, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.44337606837606836, "fast_rcnn/fg_cls_accuracy": 0.5566239316239316, "iteration": 209839, "loss_box_reg": 0.006755024282028899, "loss_cls": 0.04252407548483461, "loss_rpn_cls": 0.0010770973394755856, "loss_rpn_loc": 0.0016963220768957399, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413411220069975, "total_loss": 0.053898598177056556}
{"data_time": 0.004089793423190713, "eta_seconds": 16213.947844332084, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3120347394540943, "fast_rcnn/fg_cls_accuracy": 0.6730769230769231, "iteration": 209859, "loss_box_reg": 0.007273912808159366, "loss_cls": 0.04334929079050198, "loss_rpn_cls": 0.0011011439320327554, "loss_rpn_loc": 0.0018427668128424557, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394927735906094, "total_loss": 0.0520754229656859}
{"data_time": 0.004324865760281682, "eta_seconds": 16202.450619217474, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4855436832181018, "fast_rcnn/fg_cls_accuracy": 0.5144563167818982, "iteration": 209879, "loss_box_reg": 0.006837241438915953, "loss_cls": 0.04234792885836214, "loss_rpn_cls": 0.0007043910784432228, "loss_rpn_loc": 0.002108525161020225, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5384011659771204, "total_loss": 0.051824460161242314}
{"data_time": 0.00411302805878222, "eta_seconds": 16189.452635342255, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3036935704514364, "fast_rcnn/fg_cls_accuracy": 0.5972868217054264, "iteration": 209899, "loss_box_reg": 0.006775685877073556, "loss_cls": 0.03931771757197566, "loss_rpn_cls": 0.0006277831508043619, "loss_rpn_loc": 0.0018225835756311426, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5334192065056413, "total_loss": 0.050872130412017214}
{"data_time": 0.004313095007091761, "eta_seconds": 16181.83642467088, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5293778801843317, "fast_rcnn/fg_cls_accuracy": 0.47062211981566815, "iteration": 209919, "loss_box_reg": 0.007539221129263751, "loss_cls": 0.04412183375097811, "loss_rpn_cls": 0.0011547275007615099, "loss_rpn_loc": 0.0018251904966746224, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382337565533817, "total_loss": 0.05520615058696876}
{"data_time": 0.0035446195397526026, "eta_seconds": 16173.738536785124, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3811802232854864, "fast_rcnn/fg_cls_accuracy": 0.5937279774489077, "iteration": 209939, "loss_box_reg": 0.006830811325926334, "loss_cls": 0.040909011964686215, "loss_rpn_cls": 0.0007421315480087287, "loss_rpn_loc": 0.0018632782412169036, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409199881833047, "total_loss": 0.052457032777056156}
{"data_time": 0.0038979724049568176, "eta_seconds": 16169.247616209555, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35795454545454547, "fast_rcnn/fg_cls_accuracy": 0.6420454545454546, "iteration": 209959, "loss_box_reg": 0.006699021265376359, "loss_cls": 0.044729872490279377, "loss_rpn_cls": 0.0008508665025601658, "loss_rpn_loc": 0.0015851152129471302, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375536095816642, "total_loss": 0.05341804995180155}
{"data_time": 0.004062735708430409, "eta_seconds": 16158.482829673681, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.45751633986928103, "fast_rcnn/fg_cls_accuracy": 0.542483660130719, "iteration": 209979, "loss_box_reg": 0.006941430110600777, "loss_cls": 0.04268311057239771, "loss_rpn_cls": 0.0009266708338202534, "loss_rpn_loc": 0.0018003001023316756, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5338910687714815, "total_loss": 0.05230750805731077}
{"data_time": 0.00404356000944972, "eta_seconds": 16149.361635466106, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4473684210526316, "fast_rcnn/fg_cls_accuracy": 0.5526315789473685, "iteration": 209999, "loss_box_reg": 0.007109228070476092, "loss_cls": 0.04188750122557394, "loss_rpn_cls": 0.00110326267383698, "loss_rpn_loc": 0.0016158678517967928, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383238384965807, "total_loss": 0.05235768146053488}
{"data_time": 0.004045304609462619, "eta_seconds": 16138.595753238536, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3829268292682927, "fast_rcnn/fg_cls_accuracy": 0.6170731707317073, "iteration": 210019, "loss_box_reg": 0.006793193751946092, "loss_cls": 0.03923619230045006, "loss_rpn_cls": 0.0008756926381465746, "loss_rpn_loc": 0.0019378831748326775, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5377922193147242, "total_loss": 0.051129049828659845}
{"data_time": 0.0038324925117194653, "eta_seconds": 16114.15535721369, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3234524847428073, "fast_rcnn/fg_cls_accuracy": 0.6504065040650406, "iteration": 210039, "loss_box_reg": 0.007353748718742281, "loss_cls": 0.04289527691435069, "loss_rpn_cls": 0.0006382730517771051, "loss_rpn_loc": 0.0018202500887127826, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351079243700951, "total_loss": 0.054683328769442596}
{"data_time": 0.004124865867197514, "eta_seconds": 16103.398603195325, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.305668016194332, "fast_rcnn/fg_cls_accuracy": 0.6943319838056681, "iteration": 210059, "loss_box_reg": 0.006678794015897438, "loss_cls": 0.04391329560894519, "loss_rpn_cls": 0.0007056200081478892, "loss_rpn_loc": 0.0017540505050419597, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399221235420555, "total_loss": 0.05457118017670837}
{"data_time": 0.004493651911616325, "eta_seconds": 16084.26364065567, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.42405523255813954, "fast_rcnn/fg_cls_accuracy": 0.5759447674418605, "iteration": 210079, "loss_box_reg": 0.007450512232026085, "loss_cls": 0.042574685299769044, "loss_rpn_cls": 0.0006688724428158821, "loss_rpn_loc": 0.0017133718592958758, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5341760264709592, "total_loss": 0.05359374641284376}
{"data_time": 0.004128807689994574, "eta_seconds": 16067.491751090158, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3090277777777778, "fast_rcnn/fg_cls_accuracy": 0.6909722222222222, "iteration": 210099, "loss_box_reg": 0.006898846128024161, "loss_cls": 0.042932385578751564, "loss_rpn_cls": 0.0008490483437526564, "loss_rpn_loc": 0.001985894916288089, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53533491701819, "total_loss": 0.05328943306989231}
{"data_time": 0.004073960008099675, "eta_seconds": 16058.406041526934, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.20435069215557022, "fast_rcnn/fg_cls_accuracy": 0.7956493078444298, "iteration": 210119, "loss_box_reg": 0.006611708246055059, "loss_cls": 0.04076596791855991, "loss_rpn_cls": 0.001299821105249066, "loss_rpn_loc": 0.001617988760699518, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5356044131331146, "total_loss": 0.049857180530167966}
{"data_time": 0.004045664798468351, "eta_seconds": 16056.389037984889, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5060975609756098, "fast_rcnn/fg_cls_accuracy": 0.4772357723577236, "iteration": 210139, "loss_box_reg": 0.006848131102742627, "loss_cls": 0.04171135229989886, "loss_rpn_cls": 0.0004706505137619388, "loss_rpn_loc": 0.0017575916645000689, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5386270564049482, "total_loss": 0.05092231600724517}
{"data_time": 0.003949583042412996, "eta_seconds": 16041.259025460575, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4295101553166069, "fast_rcnn/fg_cls_accuracy": 0.570489844683393, "iteration": 210159, "loss_box_reg": 0.007626991689903662, "loss_cls": 0.0406185460742563, "loss_rpn_cls": 0.0008242664594035887, "loss_rpn_loc": 0.0019586670023272745, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368254771456122, "total_loss": 0.053635390220733825}
{"data_time": 0.0037921839393675327, "eta_seconds": 16038.904737675563, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4242424242424242, "fast_rcnn/fg_cls_accuracy": 0.5757575757575757, "iteration": 210179, "loss_box_reg": 0.006798150949180126, "loss_cls": 0.04316085914615542, "loss_rpn_cls": 0.0007046756570616708, "loss_rpn_loc": 0.0017343783729302231, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5429247079882771, "total_loss": 0.05179816925306113}
{"data_time": 0.004544766619801521, "eta_seconds": 16025.340961270966, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4990053050397878, "fast_rcnn/fg_cls_accuracy": 0.5009946949602122, "iteration": 210199, "loss_box_reg": 0.006890131859108806, "loss_cls": 0.043513183831237257, "loss_rpn_cls": 0.0007038582215272982, "loss_rpn_loc": 0.0025324849939352134, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.533854380948469, "total_loss": 0.054393141068999284}
{"data_time": 0.004065160173922777, "eta_seconds": 16017.391167053953, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.43125, "fast_rcnn/fg_cls_accuracy": 0.55625, "iteration": 210219, "loss_box_reg": 0.008078717612079345, "loss_cls": 0.04184726008679718, "loss_rpn_cls": 0.00038989748270523705, "loss_rpn_loc": 0.002055256396488403, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5378774269483984, "total_loss": 0.053060561211850654}
{"data_time": 0.0042933328077197075, "eta_seconds": 16012.322060501901, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.32628726287262877, "fast_rcnn/fg_cls_accuracy": 0.6675035868005739, "iteration": 210239, "loss_box_reg": 0.0069249259831849486, "loss_cls": 0.040540772781241685, "loss_rpn_cls": 0.0004519578222357268, "loss_rpn_loc": 0.0018672705700737424, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387429890688509, "total_loss": 0.05296527692883046}
{"data_time": 0.00461278110742569, "eta_seconds": 16007.775818171445, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3190909090909091, "fast_rcnn/fg_cls_accuracy": 0.6809090909090909, "iteration": 210259, "loss_box_reg": 0.006869128526886925, "loss_cls": 0.044175179791636765, "loss_rpn_cls": 0.0004607331783290647, "loss_rpn_loc": 0.0016044634503487032, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5354085918515921, "total_loss": 0.05494840096594089}
{"data_time": 0.004003417212516069, "eta_seconds": 15985.120811121538, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4096774193548387, "fast_rcnn/fg_cls_accuracy": 0.581989247311828, "iteration": 210279, "loss_box_reg": 0.006878330372273922, "loss_cls": 0.041176904283929616, "loss_rpn_cls": 0.0007497247963783593, "loss_rpn_loc": 0.0014716148289153352, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365938730537891, "total_loss": 0.05055342579811395}
{"data_time": 0.0038969661109149456, "eta_seconds": 15971.566453834064, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24861111111111112, "fast_rcnn/fg_cls_accuracy": 0.726388888888889, "iteration": 210299, "loss_box_reg": 0.007346301543293521, "loss_cls": 0.04716447202372365, "loss_rpn_cls": 0.0006527885525429156, "loss_rpn_loc": 0.0017194387792187626, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5342966895550489, "total_loss": 0.05602252528228746}
{"data_time": 0.004093203227967024, "eta_seconds": 15957.444485043874, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3525835866261398, "fast_rcnn/fg_cls_accuracy": 0.6474164133738602, "iteration": 210319, "loss_box_reg": 0.007097968031303026, "loss_cls": 0.04032585700042546, "loss_rpn_cls": 0.0007889996561516455, "loss_rpn_loc": 0.0023977126911631785, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5382802686654031, "total_loss": 0.05153668983567172}
{"data_time": 0.004659966798499227, "eta_seconds": 15950.056650859304, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2153846153846154, "fast_rcnn/fg_cls_accuracy": 0.7735042735042735, "iteration": 210339, "loss_box_reg": 0.006716660835081711, "loss_cls": 0.04235209885518998, "loss_rpn_cls": 0.0006938171026149575, "loss_rpn_loc": 0.0019839133747154847, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5481007036287338, "total_loss": 0.054093850777917396}
{"data_time": 0.003863755613565445, "eta_seconds": 15953.951885492075, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.1762749445676275, "fast_rcnn/fg_cls_accuracy": 0.7606060606060605, "iteration": 210359, "loss_box_reg": 0.007443570590112358, "loss_cls": 0.04317484516650438, "loss_rpn_cls": 0.0007959547946825296, "loss_rpn_loc": 0.0016692771114321658, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5395573610439897, "total_loss": 0.051709131377265294}
{"data_time": 0.003995327046141028, "eta_seconds": 15946.405915810261, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3975029036004646, "fast_rcnn/fg_cls_accuracy": 0.6024970963995354, "iteration": 210379, "loss_box_reg": 0.006801784795243293, "loss_cls": 0.04177481960505247, "loss_rpn_cls": 0.0006668379935206303, "loss_rpn_loc": 0.0017510213365312666, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422430085018277, "total_loss": 0.05036534282277216}
{"data_time": 0.0047977271024137735, "eta_seconds": 15940.535563766258, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.27028397565922924, "fast_rcnn/fg_cls_accuracy": 0.7297160243407708, "iteration": 210399, "loss_box_reg": 0.007033108180621639, "loss_cls": 0.042230492224916816, "loss_rpn_cls": 0.0004927961392127145, "loss_rpn_loc": 0.0019455461151665077, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5397907106671482, "total_loss": 0.05211952308769696}
{"data_time": 0.004237467655912042, "eta_seconds": 15924.871996069793, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3458333333333333, "fast_rcnn/fg_cls_accuracy": 0.6291666666666667, "iteration": 210419, "loss_box_reg": 0.007529000606155023, "loss_cls": 0.042610210774000734, "loss_rpn_cls": 0.0006456206274378928, "loss_rpn_loc": 0.0019018653092643945, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5354701650794595, "total_loss": 0.052439273457082436}
{"data_time": 0.004070356022566557, "eta_seconds": 15911.32874504989, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.37962962962962965, "fast_rcnn/fg_cls_accuracy": 0.6203703703703705, "iteration": 210439, "loss_box_reg": 0.007074605004163459, "loss_cls": 0.04078024858608842, "loss_rpn_cls": 0.0009341201448478387, "loss_rpn_loc": 0.0023305823633563705, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389516639988869, "total_loss": 0.0540004842507642}
{"data_time": 0.003787463530898094, "eta_seconds": 15903.338076329324, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.350844277673546, "fast_rcnn/fg_cls_accuracy": 0.6107226107226107, "iteration": 210459, "loss_box_reg": 0.0071437768638134, "loss_cls": 0.0431136543629691, "loss_rpn_cls": 0.0008556980055800523, "loss_rpn_loc": 0.001573180066770874, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5424046062398702, "total_loss": 0.0516639706748947}
{"data_time": 0.004370174836367369, "eta_seconds": 15892.57111645909, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3804554079696395, "fast_rcnn/fg_cls_accuracy": 0.6195445920303606, "iteration": 210479, "loss_box_reg": 0.007011498411884531, "loss_cls": 0.04287336632842198, "loss_rpn_cls": 0.0007468667347438895, "loss_rpn_loc": 0.0023777010774210794, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5430079130455852, "total_loss": 0.05319268393213861}
{"data_time": 0.0044956873171031475, "eta_seconds": 15881.804156588856, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3419871794871795, "fast_rcnn/fg_cls_accuracy": 0.6580128205128206, "iteration": 210499, "loss_box_reg": 0.006956368742976338, "loss_cls": 0.0456873647053726, "loss_rpn_cls": 0.001047230416702405, "loss_rpn_loc": 0.001671897696724045, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5365428361110389, "total_loss": 0.054618640757382764}
{"data_time": 0.004208339611068368, "eta_seconds": 15877.913639132632, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5277777777777778, "fast_rcnn/fg_cls_accuracy": 0.4722222222222222, "iteration": 210519, "loss_box_reg": 0.006667198933428153, "loss_cls": 0.04069197317585349, "loss_rpn_cls": 0.0005650140843727058, "loss_rpn_loc": 0.002314698231202783, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5437853131443262, "total_loss": 0.053787885276733505}
{"data_time": 0.004258321598172188, "eta_seconds": 15862.389044201933, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5357142857142857, "fast_rcnn/fg_cls_accuracy": 0.4642857142857143, "iteration": 210539, "loss_box_reg": 0.007218664512038231, "loss_cls": 0.04212498606648296, "loss_rpn_cls": 0.0012265499469776842, "loss_rpn_loc": 0.0017152348009403795, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53568573622033, "total_loss": 0.053704237735473725}
{"data_time": 0.0042187185026705265, "eta_seconds": 15842.216837902553, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38409961685823757, "fast_rcnn/fg_cls_accuracy": 0.6159003831417624, "iteration": 210559, "loss_box_reg": 0.007000115234404802, "loss_cls": 0.042885745177045465, "loss_rpn_cls": 0.0009965153203665977, "loss_rpn_loc": 0.0021785780663776677, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53664097096771, "total_loss": 0.054425749861025}
{"data_time": 0.004228951409459114, "eta_seconds": 15831.454827890731, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4372549019607843, "fast_rcnn/fg_cls_accuracy": 0.5627450980392157, "iteration": 210579, "loss_box_reg": 0.00682632697862573, "loss_cls": 0.041235807933844626, "loss_rpn_cls": 0.0008032247038727292, "loss_rpn_loc": 0.0015914273153612157, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5415813305880874, "total_loss": 0.051308303795508436}
{"data_time": 0.003809274872764945, "eta_seconds": 15822.40097764507, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.373015873015873, "fast_rcnn/fg_cls_accuracy": 0.626984126984127, "iteration": 210599, "loss_box_reg": 0.007465485672582872, "loss_cls": 0.04183925478719175, "loss_rpn_cls": 0.0006186971223200999, "loss_rpn_loc": 0.0016702519424143247, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5384351098909974, "total_loss": 0.052200670821889616}
{"data_time": 0.004304723348468542, "eta_seconds": 15809.930807867087, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3613899613899614, "fast_rcnn/fg_cls_accuracy": 0.6386100386100386, "iteration": 210619, "loss_box_reg": 0.006866496958537027, "loss_cls": 0.0400384075473994, "loss_rpn_cls": 0.000667188633542537, "loss_rpn_loc": 0.0018329898775846232, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364293532911688, "total_loss": 0.050268795500130636}
{"data_time": 0.0048353218007832766, "eta_seconds": 15796.43800581526, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.6436507936507937, "fast_rcnn/fg_cls_accuracy": 0.35634920634920636, "iteration": 210639, "loss_box_reg": 0.007512187192332931, "loss_cls": 0.04281402431661263, "loss_rpn_cls": 0.0008384520382378469, "loss_rpn_loc": 0.0019524212166288635, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5326200954150409, "total_loss": 0.05503007856714248}
{"data_time": 0.004598437575623393, "eta_seconds": 15780.741890216246, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40325077399380804, "fast_rcnn/fg_cls_accuracy": 0.596749226006192, "iteration": 210659, "loss_box_reg": 0.006796398782171309, "loss_cls": 0.041852652677334845, "loss_rpn_cls": 0.000865069789597328, "loss_rpn_loc": 0.0017563820965733612, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5361578171141446, "total_loss": 0.05117930233222978}
{"data_time": 0.00393676501698792, "eta_seconds": 15767.022493968252, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2528846153846154, "fast_rcnn/fg_cls_accuracy": 0.7471153846153846, "iteration": 210679, "loss_box_reg": 0.006527853780426085, "loss_cls": 0.0424538163933903, "loss_rpn_cls": 0.0003837254046175076, "loss_rpn_loc": 0.0016260896900348598, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5357134146615863, "total_loss": 0.05216340679282894}
{"data_time": 0.004195499001070857, "eta_seconds": 15766.8827678198, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3036978756884343, "fast_rcnn/fg_cls_accuracy": 0.6963021243115657, "iteration": 210699, "loss_box_reg": 0.0066800890635931864, "loss_cls": 0.040481063071638346, "loss_rpn_cls": 0.0008064223192150166, "loss_rpn_loc": 0.0019015762518392876, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5312626245431602, "total_loss": 0.05107936922811973}
{"data_time": 0.003709818236529827, "eta_seconds": 15758.402518411865, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2899159663865546, "fast_rcnn/fg_cls_accuracy": 0.6904411764705882, "iteration": 210719, "loss_box_reg": 0.0070429102052003145, "loss_cls": 0.04420947382459417, "loss_rpn_cls": 0.0006152053130676904, "loss_rpn_loc": 0.0020927149162162095, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5418518621008843, "total_loss": 0.0548015130837598}
{"data_time": 0.00424966705031693, "eta_seconds": 15747.638949873624, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5075757575757576, "fast_rcnn/fg_cls_accuracy": 0.49242424242424243, "iteration": 210739, "loss_box_reg": 0.007622345932759345, "loss_cls": 0.042233653366565704, "loss_rpn_cls": 0.0007243318500513851, "loss_rpn_loc": 0.0026144517159991665, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 248.75, "rpn/num_pos_anchors": 7.25, "time": 0.5472275605425239, "total_loss": 0.053197962993181136}
{"data_time": 0.004616965772584081, "eta_seconds": 15735.83278707345, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.42105263157894735, "fast_rcnn/fg_cls_accuracy": 0.5789473684210527, "iteration": 210759, "loss_box_reg": 0.008028780692256987, "loss_cls": 0.04449974210001528, "loss_rpn_cls": 0.0008437459121068969, "loss_rpn_loc": 0.002055325356195681, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381025380920619, "total_loss": 0.0541438226542823}
{"data_time": 0.004496402805671096, "eta_seconds": 15726.111812797142, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.38675213675213677, "fast_rcnn/fg_cls_accuracy": 0.6132478632478633, "iteration": 210779, "loss_box_reg": 0.00726031037629582, "loss_cls": 0.042575505445711315, "loss_rpn_cls": 0.0009079168415269123, "loss_rpn_loc": 0.0020621629992092494, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5394180638249964, "total_loss": 0.05320177520741254}
{"data_time": 0.004355501849204302, "eta_seconds": 15715.348244258901, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39941520467836256, "fast_rcnn/fg_cls_accuracy": 0.6005847953216374, "iteration": 210799, "loss_box_reg": 0.007061323005473241, "loss_cls": 0.04078110493719578, "loss_rpn_cls": 0.0005486161625753994, "loss_rpn_loc": 0.0016471959024784155, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5422346366103739, "total_loss": 0.050940067861517946}
{"data_time": 0.00436898204497993, "eta_seconds": 15705.43409727607, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.32654600301659126, "fast_rcnn/fg_cls_accuracy": 0.6273310023310024, "iteration": 210819, "loss_box_reg": 0.0064634865848347545, "loss_cls": 0.0423608070705086, "loss_rpn_cls": 0.0010569074812565304, "loss_rpn_loc": 0.0017810780482250266, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412090516183525, "total_loss": 0.051436065879528314}
{"data_time": 0.0047127255238592625, "eta_seconds": 15696.291874043876, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.1846590909090909, "fast_rcnn/fg_cls_accuracy": 0.7720588235294117, "iteration": 210839, "loss_box_reg": 0.006831581587903202, "loss_cls": 0.04261075390968472, "loss_rpn_cls": 0.000984152909381919, "loss_rpn_loc": 0.0018173887001466937, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5453624124638736, "total_loss": 0.053217173915214744}
{"data_time": 0.004280111752450466, "eta_seconds": 15683.72097469028, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4522222222222222, "fast_rcnn/fg_cls_accuracy": 0.5477777777777778, "iteration": 210859, "loss_box_reg": 0.007335680740652606, "loss_cls": 0.03964904628810473, "loss_rpn_cls": 0.0006335834844719557, "loss_rpn_loc": 0.0017492726692580618, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358611645642668, "total_loss": 0.050591924555334344}
{"data_time": 0.004578558495268226, "eta_seconds": 15673.087206421187, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.26307397959183676, "fast_rcnn/fg_cls_accuracy": 0.7369260204081632, "iteration": 210879, "loss_box_reg": 0.006740765442373231, "loss_cls": 0.04003607440972701, "loss_rpn_cls": 0.00041931127611860575, "loss_rpn_loc": 0.002665286483534146, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5383276036009192, "total_loss": 0.05046048862743646}
{"data_time": 0.004367445595562458, "eta_seconds": 15665.537331490545, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3668929110105581, "fast_rcnn/fg_cls_accuracy": 0.6331070889894419, "iteration": 210899, "loss_box_reg": 0.007488612784072757, "loss_cls": 0.044025062350556254, "loss_rpn_cls": 0.0002809868065014598, "loss_rpn_loc": 0.0017682812685961835, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5432821102440357, "total_loss": 0.053519912305091566}
{"data_time": 0.004563484340906143, "eta_seconds": 15659.221790212672, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3718297101449275, "fast_rcnn/fg_cls_accuracy": 0.610906862745098, "iteration": 210919, "loss_box_reg": 0.0068117170594632626, "loss_cls": 0.041508973052259535, "loss_rpn_cls": 0.0007971666664161603, "loss_rpn_loc": 0.0016866953192220535, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5451448778621852, "total_loss": 0.051545915080680516}
{"data_time": 0.004630826646462083, "eta_seconds": 15644.004686795874, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3078947368421052, "fast_rcnn/fg_cls_accuracy": 0.6921052631578948, "iteration": 210939, "loss_box_reg": 0.006873988575534895, "loss_cls": 0.04279185616178438, "loss_rpn_cls": 0.0006694250620284947, "loss_rpn_loc": 0.0018996291801158804, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539785539265722, "total_loss": 0.053613479906459816}
{"data_time": 0.004816057160496712, "eta_seconds": 15637.683023608755, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 210959, "loss_box_reg": 0.006372250223648734, "loss_cls": 0.04383249278180301, "loss_rpn_cls": 0.000705574453945701, "loss_rpn_loc": 0.0018798188139044214, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5441779724787921, "total_loss": 0.05354284695374645}
{"data_time": 0.004224480828270316, "eta_seconds": 15626.913640306797, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3988294314381271, "fast_rcnn/fg_cls_accuracy": 0.6011705685618729, "iteration": 210979, "loss_box_reg": 0.006331779863103293, "loss_cls": 0.04406603006646037, "loss_rpn_cls": 0.0007321684749967972, "loss_rpn_loc": 0.0013872744220861932, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407881138380617, "total_loss": 0.052744630039484264}
{"data_time": 0.004443993559107184, "eta_seconds": 15616.144257004838, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2765261627906977, "fast_rcnn/fg_cls_accuracy": 0.7234738372093024, "iteration": 210999, "loss_box_reg": 0.007323231810005382, "loss_cls": 0.03993973275646567, "loss_rpn_cls": 0.0004995906465978805, "loss_rpn_loc": 0.001691765668510925, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392339385580271, "total_loss": 0.049140883728796325}
{"data_time": 0.004116969183087349, "eta_seconds": 15606.818428642116, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3068181818181818, "fast_rcnn/fg_cls_accuracy": 0.6730205278592376, "iteration": 211019, "loss_box_reg": 0.00722736949683167, "loss_cls": 0.04364564106799662, "loss_rpn_cls": 0.0006971101770432142, "loss_rpn_loc": 0.0022157492694532266, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5423501241020858, "total_loss": 0.05503315575501233}
{"data_time": 0.004472083877772093, "eta_seconds": 15606.404055636842, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4100790513833992, "fast_rcnn/fg_cls_accuracy": 0.5431677018633541, "iteration": 211039, "loss_box_reg": 0.007348582847043872, "loss_cls": 0.04459555516950786, "loss_rpn_cls": 0.0009804456576603116, "loss_rpn_loc": 0.001950804818989127, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5484077639412135, "total_loss": 0.054506944595686946}
{"data_time": 0.0045413721818476915, "eta_seconds": 15597.947347513866, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4201680672268907, "fast_rcnn/fg_cls_accuracy": 0.5798319327731092, "iteration": 211059, "loss_box_reg": 0.006455725058913231, "loss_cls": 0.04318993038032204, "loss_rpn_cls": 0.0008621361689620244, "loss_rpn_loc": 0.0018193373871326912, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5441774185746908, "total_loss": 0.05332933966269593}
{"data_time": 0.004259027075022459, "eta_seconds": 15589.624368152115, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.30705574912891986, "fast_rcnn/fg_cls_accuracy": 0.6929442508710801, "iteration": 211079, "loss_box_reg": 0.006064119515940547, "loss_cls": 0.039448527386412024, "loss_rpn_cls": 0.0005969647579604498, "loss_rpn_loc": 0.002069656513413065, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5351856935303658, "total_loss": 0.0492228944181079}
{"data_time": 0.0044675825629383326, "eta_seconds": 15581.13740323321, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4861111111111111, "fast_rcnn/fg_cls_accuracy": 0.5138888888888888, "iteration": 211099, "loss_box_reg": 0.007283491315320134, "loss_cls": 0.040455044276313856, "loss_rpn_cls": 0.0006455167099375103, "loss_rpn_loc": 0.0020545489169307984, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412884175311774, "total_loss": 0.0513707196193991}
{"data_time": 0.004237134009599686, "eta_seconds": 15572.33999289223, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3656597774244833, "fast_rcnn/fg_cls_accuracy": 0.6108108108108108, "iteration": 211119, "loss_box_reg": 0.007538402598584071, "loss_cls": 0.04141766871907748, "loss_rpn_cls": 0.0006506783340114453, "loss_rpn_loc": 0.001984767604881199, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5470006444957107, "total_loss": 0.05181711762230634}
{"data_time": 0.004691283451393247, "eta_seconds": 15566.18458949076, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2092741935483871, "fast_rcnn/fg_cls_accuracy": 0.7359848484848486, "iteration": 211139, "loss_box_reg": 0.006935597499250434, "loss_cls": 0.0399825437925756, "loss_rpn_cls": 0.0009763972678342725, "loss_rpn_loc": 0.0015021762737887911, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5477504481095821, "total_loss": 0.05055069621317898}
{"data_time": 0.004442932549864054, "eta_seconds": 15557.735236231703, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45472972972972975, "fast_rcnn/fg_cls_accuracy": 0.5452702702702703, "iteration": 211159, "loss_box_reg": 0.006857974163722247, "loss_cls": 0.04086177877616137, "loss_rpn_cls": 0.0008209028363808102, "loss_rpn_loc": 0.002076927907182835, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.546059024753049, "total_loss": 0.052861699132222384}
{"data_time": 0.004423103528097272, "eta_seconds": 15546.56801750022, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3693181818181818, "fast_rcnn/fg_cls_accuracy": 0.615530303030303, "iteration": 211179, "loss_box_reg": 0.0070878901169635355, "loss_cls": 0.042370803537778556, "loss_rpn_cls": 0.0007322595714640556, "loss_rpn_loc": 0.0018626366581884213, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397493035998195, "total_loss": 0.05214587808984561}
{"data_time": 0.005054686218500137, "eta_seconds": 15536.219580598874, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2803921568627451, "fast_rcnn/fg_cls_accuracy": 0.7165775401069518, "iteration": 211199, "loss_box_reg": 0.00677467614877969, "loss_cls": 0.040764927136478946, "loss_rpn_cls": 0.0005430730159332597, "loss_rpn_loc": 0.0017851088796305703, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5465679857879877, "total_loss": 0.0505903951595883}
{"data_time": 0.005067410413175821, "eta_seconds": 15525.430913829943, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34789915966386553, "fast_rcnn/fg_cls_accuracy": 0.6521008403361345, "iteration": 211219, "loss_box_reg": 0.006758138304576278, "loss_cls": 0.040304939495399594, "loss_rpn_cls": 0.0008380584065719177, "loss_rpn_loc": 0.0020141666082054144, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5379496635869145, "total_loss": 0.05104610234388929}
{"data_time": 0.004064949695020914, "eta_seconds": 15518.209260986187, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29772727272727273, "fast_rcnn/fg_cls_accuracy": 0.7022727272727273, "iteration": 211239, "loss_box_reg": 0.007370242266915739, "loss_cls": 0.039983025955734774, "loss_rpn_cls": 0.0007279493495389033, "loss_rpn_loc": 0.0022273475078691263, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5433825228828937, "total_loss": 0.05204303205672289}
{"data_time": 0.004724573576822877, "eta_seconds": 15516.984656899003, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.474827768945416, "fast_rcnn/fg_cls_accuracy": 0.525172231054584, "iteration": 211259, "loss_box_reg": 0.006976363918511197, "loss_cls": 0.042548948200419545, "loss_rpn_cls": 0.0005297743683740919, "loss_rpn_loc": 0.0020187332756904652, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.545686096418649, "total_loss": 0.0525792895499535}
{"data_time": 0.004600759828463197, "eta_seconds": 15507.945480579976, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2132034632034632, "fast_rcnn/fg_cls_accuracy": 0.7774725274725275, "iteration": 211279, "loss_box_reg": 0.006468808278441429, "loss_cls": 0.040449816384352744, "loss_rpn_cls": 0.0005408467450820353, "loss_rpn_loc": 0.0020108901080675423, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340233230963349, "total_loss": 0.05073410206227891}
{"data_time": 0.004880140535533428, "eta_seconds": 15508.58575500059, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4235632183908046, "fast_rcnn/fg_cls_accuracy": 0.5764367816091953, "iteration": 211299, "loss_box_reg": 0.007725323783233762, "loss_cls": 0.04179946822114289, "loss_rpn_cls": 0.0008949645255142968, "loss_rpn_loc": 0.0020057135952811223, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454978113994002, "total_loss": 0.055271888320930884}
{"data_time": 0.004228374920785427, "eta_seconds": 15506.92164600431, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4221212121212121, "fast_rcnn/fg_cls_accuracy": 0.5778787878787879, "iteration": 211319, "loss_box_reg": 0.006982681690715253, "loss_cls": 0.04309631197247654, "loss_rpn_cls": 0.0010269742058426345, "loss_rpn_loc": 0.0018985682654601987, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5475287595763803, "total_loss": 0.054402017697498195}
{"data_time": 0.004931994481012225, "eta_seconds": 15488.051217994886, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3518181818181818, "fast_rcnn/fg_cls_accuracy": 0.6150568181818181, "iteration": 211339, "loss_box_reg": 0.006990856229094788, "loss_cls": 0.04164065231452696, "loss_rpn_cls": 0.0008420101214596798, "loss_rpn_loc": 0.002213394637692545, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370787517167628, "total_loss": 0.052534263231791556}
{"data_time": 0.004654314136132598, "eta_seconds": 15482.517042900436, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.48632668144863267, "fast_rcnn/fg_cls_accuracy": 0.5136733185513673, "iteration": 211359, "loss_box_reg": 0.006790821411414072, "loss_cls": 0.043033327208831906, "loss_rpn_cls": 0.0006682689102035511, "loss_rpn_loc": 0.002790749706036877, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5448038440663368, "total_loss": 0.053929094949012324}
{"data_time": 0.004141019657254219, "eta_seconds": 15474.481518436922, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.40472972972972976, "fast_rcnn/fg_cls_accuracy": 0.5577702702702703, "iteration": 211379, "loss_box_reg": 0.00687081748037599, "loss_cls": 0.04313698678743094, "loss_rpn_cls": 0.0007292343753988462, "loss_rpn_loc": 0.002120251447195187, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5482567001599818, "total_loss": 0.0539386244972917}
{"data_time": 0.004502538591623306, "eta_seconds": 15463.668142581126, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.23951048951048953, "fast_rcnn/fg_cls_accuracy": 0.7604895104895104, "iteration": 211399, "loss_box_reg": 0.007277312426595017, "loss_cls": 0.041539074503816664, "loss_rpn_cls": 0.0010281692916578322, "loss_rpn_loc": 0.001733197668727371, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5374748830217868, "total_loss": 0.05187371878690783}
{"data_time": 0.004863628419116139, "eta_seconds": 15460.678693715483, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.21547314578005117, "fast_rcnn/fg_cls_accuracy": 0.7698209718670077, "iteration": 211419, "loss_box_reg": 0.007150288205593824, "loss_cls": 0.0404236672911793, "loss_rpn_cls": 0.0007938541918974806, "loss_rpn_loc": 0.0018787699937092839, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5469308744650334, "total_loss": 0.051562218055039466}
{"data_time": 0.004491238854825497, "eta_seconds": 15450.739947385387, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 211439, "loss_box_reg": 0.00656374471145682, "loss_cls": 0.038218296598643064, "loss_rpn_cls": 0.0005476205074046447, "loss_rpn_loc": 0.0017997085751630948, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5432014614343643, "total_loss": 0.04735281398592406}
{"data_time": 0.004276696126908064, "eta_seconds": 15440.029282493982, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5400318133616119, "fast_rcnn/fg_cls_accuracy": 0.4599681866383881, "iteration": 211459, "loss_box_reg": 0.006846508564194664, "loss_cls": 0.040245904005132616, "loss_rpn_cls": 0.0006213867695805675, "loss_rpn_loc": 0.002299416084497352, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542644010623917, "total_loss": 0.050390191436974874}
{"data_time": 0.0045696638990193605, "eta_seconds": 15429.443799099186, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3704268292682927, "fast_rcnn/fg_cls_accuracy": 0.6295731707317074, "iteration": 211479, "loss_box_reg": 0.006674604577710852, "loss_cls": 0.04097546052071266, "loss_rpn_cls": 0.0011753996635661679, "loss_rpn_loc": 0.0021633382893924136, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5452320605982095, "total_loss": 0.053077404160973174}
{"data_time": 0.004878449020907283, "eta_seconds": 15427.54417627491, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3729946524064171, "fast_rcnn/fg_cls_accuracy": 0.6270053475935828, "iteration": 211499, "loss_box_reg": 0.007290429173735902, "loss_cls": 0.04227288311813027, "loss_rpn_cls": 0.0008593692856209145, "loss_rpn_loc": 0.001876487865956733, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5474976957775652, "total_loss": 0.053013212747600846}
{"data_time": 0.00464563793502748, "eta_seconds": 15407.570652559865, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.24620962425840476, "fast_rcnn/fg_cls_accuracy": 0.7471846846846847, "iteration": 211519, "loss_box_reg": 0.006731895336997695, "loss_cls": 0.044708881847327575, "loss_rpn_cls": 0.0007791693572016811, "loss_rpn_loc": 0.002148561707144836, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5332878092303872, "total_loss": 0.0548825379171376}
{"data_time": 0.00379201746545732, "eta_seconds": 15397.781087217154, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.5288054968287526, "fast_rcnn/fg_cls_accuracy": 0.47119450317124734, "iteration": 211539, "loss_box_reg": 0.006672984978649765, "loss_cls": 0.0451679821126163, "loss_rpn_cls": 0.0009919048818574083, "loss_rpn_loc": 0.0013856736786692636, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5389657006599009, "total_loss": 0.05418025782341829}
{"data_time": 0.004857079591602087, "eta_seconds": 15385.823144973489, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.47857142857142854, "fast_rcnn/fg_cls_accuracy": 0.5214285714285714, "iteration": 211559, "loss_box_reg": 0.007338692259509116, "loss_cls": 0.04175482064601965, "loss_rpn_cls": 0.000790119469002093, "loss_rpn_loc": 0.0017189634854730684, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333183526527137, "total_loss": 0.05405223527441194}
{"data_time": 0.004996679024770856, "eta_seconds": 15375.112022625748, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3117408906882591, "fast_rcnn/fg_cls_accuracy": 0.688259109311741, "iteration": 211579, "loss_box_reg": 0.0076391037728171796, "loss_cls": 0.041847715503536165, "loss_rpn_cls": 0.0005535069492452749, "loss_rpn_loc": 0.001999549263928202, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.544457501731813, "total_loss": 0.052646013590674556}
{"data_time": 0.004261794965714216, "eta_seconds": 15364.292479314376, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.43223443223443225, "fast_rcnn/fg_cls_accuracy": 0.5677655677655677, "iteration": 211599, "loss_box_reg": 0.006354911718517542, "loss_cls": 0.04086409427691251, "loss_rpn_cls": 0.0008337827567856948, "loss_rpn_loc": 0.0018630327722348738, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390317174606025, "total_loss": 0.05022819640279863}
{"data_time": 0.00422277394682169, "eta_seconds": 15356.20947334473, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1876178504085481, "fast_rcnn/fg_cls_accuracy": 0.8101673101673101, "iteration": 211619, "loss_box_reg": 0.007185584778198972, "loss_cls": 0.04264848740422167, "loss_rpn_cls": 0.0006526499326184876, "loss_rpn_loc": 0.0018280288495589048, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5332085590343922, "total_loss": 0.05302356275319653}
{"data_time": 0.003873212030157447, "eta_seconds": 15354.690764379688, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.38461538461538464, "fast_rcnn/fg_cls_accuracy": 0.6153846153846154, "iteration": 211639, "loss_box_reg": 0.007644973113201559, "loss_cls": 0.04362873756326735, "loss_rpn_cls": 0.0007180691183066301, "loss_rpn_loc": 0.0020098742807022063, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5468698327895254, "total_loss": 0.05410806927136491}
{"data_time": 0.004787561949342489, "eta_seconds": 15350.138434372377, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4598115299334812, "fast_rcnn/fg_cls_accuracy": 0.5401884700665189, "iteration": 211659, "loss_box_reg": 0.006513452157378197, "loss_cls": 0.041852997383102775, "loss_rpn_cls": 0.0007992157418357237, "loss_rpn_loc": 0.0020886165839328896, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438716183416545, "total_loss": 0.053020240977275535}
{"data_time": 0.003973459359258413, "eta_seconds": 15340.183463184163, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1720401691331924, "fast_rcnn/fg_cls_accuracy": 0.805622009569378, "iteration": 211679, "loss_box_reg": 0.00814637789153494, "loss_cls": 0.04040716341114603, "loss_rpn_cls": 0.0006389383374880708, "loss_rpn_loc": 0.002685821891645901, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423765184823424, "total_loss": 0.050962020830866095}
{"data_time": 0.004906011745333672, "eta_seconds": 15338.999107314507, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5152777777777777, "fast_rcnn/fg_cls_accuracy": 0.4847222222222222, "iteration": 211699, "loss_box_reg": 0.0066899232333526015, "loss_cls": 0.044400731596397236, "loss_rpn_cls": 0.0007293092065197015, "loss_rpn_loc": 0.0013023071114730556, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5430649588815868, "total_loss": 0.055134157866405076}
{"data_time": 0.004047065507620573, "eta_seconds": 15321.083689389518, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5194805194805194, "fast_rcnn/fg_cls_accuracy": 0.4805194805194805, "iteration": 211719, "loss_box_reg": 0.006442250713007525, "loss_cls": 0.0411033236887306, "loss_rpn_cls": 0.0009052442992469878, "loss_rpn_loc": 0.0022541381458722753, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5352286454290152, "total_loss": 0.0499428792195431}
{"data_time": 0.0044902830850332975, "eta_seconds": 15310.24879409629, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3558558558558559, "fast_rcnn/fg_cls_accuracy": 0.6441441441441441, "iteration": 211739, "loss_box_reg": 0.006670898845186457, "loss_cls": 0.03937314479844645, "loss_rpn_cls": 0.0005483185466346185, "loss_rpn_loc": 0.0015771435519127408, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.545987447258085, "total_loss": 0.0478002256524519}
{"data_time": 0.004513099091127515, "eta_seconds": 15310.707682342269, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 211759, "loss_box_reg": 0.006834089697804302, "loss_cls": 0.040799935813993216, "loss_rpn_cls": 0.0005864520237537363, "loss_rpn_loc": 0.0018918995392596116, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5462425220757723, "total_loss": 0.0504688743353654}
{"data_time": 0.004831074504181743, "eta_seconds": 15305.386744329007, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5003126954346466, "fast_rcnn/fg_cls_accuracy": 0.4996873045653534, "iteration": 211779, "loss_box_reg": 0.008618740976089612, "loss_cls": 0.04438601213041693, "loss_rpn_cls": 0.0013359241985426706, "loss_rpn_loc": 0.0017035112487064907, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404162583872676, "total_loss": 0.05611292758703712}
{"data_time": 0.00479377550072968, "eta_seconds": 15294.539937522495, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4881578947368421, "fast_rcnn/fg_cls_accuracy": 0.5118421052631579, "iteration": 211799, "loss_box_reg": 0.00658660038607195, "loss_cls": 0.0421674704994075, "loss_rpn_cls": 0.0005204425168017224, "loss_rpn_loc": 0.0014782311045564711, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440081441774964, "total_loss": 0.05219292249194041}
{"data_time": 0.0046317006926983595, "eta_seconds": 15286.12401144742, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4984520123839009, "fast_rcnn/fg_cls_accuracy": 0.5015479876160991, "iteration": 211819, "loss_box_reg": 0.007228892092825845, "loss_cls": 0.04318799605243839, "loss_rpn_cls": 0.0008960461909737205, "loss_rpn_loc": 0.002187834261349053, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5436231261119246, "total_loss": 0.05519851707128964}
{"data_time": 0.004528072429820895, "eta_seconds": 15272.85531320516, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.1703667953667954, "fast_rcnn/fg_cls_accuracy": 0.7887630662020906, "iteration": 211839, "loss_box_reg": 0.007100666422047652, "loss_cls": 0.04200043517630547, "loss_rpn_cls": 0.0006894910365531359, "loss_rpn_loc": 0.0025024629994732095, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.534532091813162, "total_loss": 0.05356631841345916}
{"data_time": 0.004842821974307299, "eta_seconds": 15263.250566069968, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1527777777777778, "fast_rcnn/fg_cls_accuracy": 0.7777777777777778, "iteration": 211859, "loss_box_reg": 0.006843017210485414, "loss_cls": 0.04141349089331925, "loss_rpn_cls": 0.0005121597266679601, "loss_rpn_loc": 0.0028423626608855557, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543351941742003, "total_loss": 0.05148836583083494}
{"data_time": 0.004000514978542924, "eta_seconds": 15253.578415454132, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3170362903225806, "fast_rcnn/fg_cls_accuracy": 0.6829637096774194, "iteration": 211879, "loss_box_reg": 0.00718112668255344, "loss_cls": 0.04099989417591132, "loss_rpn_cls": 0.0009664983175241559, "loss_rpn_loc": 0.0018865873134927824, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543450225610286, "total_loss": 0.05240862829862181}
{"data_time": 0.004088933579623699, "eta_seconds": 15243.586025051773, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38996138996138996, "fast_rcnn/fg_cls_accuracy": 0.61003861003861, "iteration": 211899, "loss_box_reg": 0.006944646709598601, "loss_cls": 0.043717235093936324, "loss_rpn_cls": 0.0008684733144264101, "loss_rpn_loc": 0.002012553357417346, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5468662912026048, "total_loss": 0.052486275351100176}
{"data_time": 0.004756104433909059, "eta_seconds": 15234.269346499117, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4127789046653144, "fast_rcnn/fg_cls_accuracy": 0.5872210953346856, "iteration": 211919, "loss_box_reg": 0.007002429090789519, "loss_cls": 0.04265191016020253, "loss_rpn_cls": 0.0006274563847910031, "loss_rpn_loc": 0.0015783178678248078, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5489824311807752, "total_loss": 0.052033541220566804}
{"data_time": 0.004426606930792332, "eta_seconds": 15223.419113710755, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21893687707641196, "fast_rcnn/fg_cls_accuracy": 0.765024630541872, "iteration": 211939, "loss_box_reg": 0.006958190118893981, "loss_cls": 0.04125642590224743, "loss_rpn_cls": 0.0005883401422579482, "loss_rpn_loc": 0.0016703790079191094, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392828010953963, "total_loss": 0.052747659235024}
{"data_time": 0.004596637561917305, "eta_seconds": 15211.038601063192, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2684684684684685, "fast_rcnn/fg_cls_accuracy": 0.7045045045045044, "iteration": 211959, "loss_box_reg": 0.006187973136547953, "loss_cls": 0.04352785903029144, "loss_rpn_cls": 0.0009462738622119105, "loss_rpn_loc": 0.0019941418213420548, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5440758713521063, "total_loss": 0.05291267338475336}
{"data_time": 0.0041273829992860556, "eta_seconds": 15208.820900306804, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.48908400569530136, "fast_rcnn/fg_cls_accuracy": 0.5058139534883721, "iteration": 211979, "loss_box_reg": 0.006875149061670527, "loss_cls": 0.04268591257277876, "loss_rpn_cls": 0.0007928610475573805, "loss_rpn_loc": 0.0022019844927854137, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5511591883841902, "total_loss": 0.05357759971712994}
{"data_time": 0.004052081378176808, "eta_seconds": 15201.130967559991, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31663685152057247, "fast_rcnn/fg_cls_accuracy": 0.6833631484794276, "iteration": 211999, "loss_box_reg": 0.006460201533627696, "loss_cls": 0.04162673244718462, "loss_rpn_cls": 0.0007920710198732195, "loss_rpn_loc": 0.002098693363222992, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5341930708382279, "total_loss": 0.05220487019596476}
{"data_time": 0.004618940409272909, "eta_seconds": 15197.576116872719, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.47413793103448276, "fast_rcnn/fg_cls_accuracy": 0.505591798695247, "iteration": 212019, "loss_box_reg": 0.007480796761228703, "loss_cls": 0.04198592028114945, "loss_rpn_cls": 0.0007694071121022716, "loss_rpn_loc": 0.0019502125578583218, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5449506845325232, "total_loss": 0.05280900693696822}
{"data_time": 0.004153435584157705, "eta_seconds": 15188.115502754226, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3173345759552656, "fast_rcnn/fg_cls_accuracy": 0.6826654240447344, "iteration": 212039, "loss_box_reg": 0.0066613601229619235, "loss_cls": 0.041349387844093144, "loss_rpn_cls": 0.00058839321798132, "loss_rpn_loc": 0.002422660121737863, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454681743867695, "total_loss": 0.05170050757635636}
{"data_time": 0.004581244895234704, "eta_seconds": 15177.251717122272, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.24560810810810813, "fast_rcnn/fg_cls_accuracy": 0.7229651162790698, "iteration": 212059, "loss_box_reg": 0.00688393204472959, "loss_cls": 0.0422633973066695, "loss_rpn_cls": 0.0007139078049931413, "loss_rpn_loc": 0.0018818377939169295, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5450288588181138, "total_loss": 0.05227275249831109}
{"data_time": 0.004130053101107478, "eta_seconds": 15166.387931490317, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3204125177809388, "fast_rcnn/fg_cls_accuracy": 0.6795874822190612, "iteration": 212079, "loss_box_reg": 0.007057218055706471, "loss_cls": 0.04108269605785608, "loss_rpn_cls": 0.0008030400101688429, "loss_rpn_loc": 0.0021022858545620693, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5372861821670085, "total_loss": 0.05299320307653943}
{"data_time": 0.00430550379678607, "eta_seconds": 15160.161892537959, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4055059523809524, "fast_rcnn/fg_cls_accuracy": 0.5944940476190477, "iteration": 212099, "loss_box_reg": 0.006746078288415447, "loss_cls": 0.04198936856118962, "loss_rpn_cls": 0.0008882496683781937, "loss_rpn_loc": 0.0016827130020828918, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5490544834174216, "total_loss": 0.05208400092237753}
{"data_time": 0.003932668594643474, "eta_seconds": 15145.628010319313, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4395121951219512, "fast_rcnn/fg_cls_accuracy": 0.5604878048780488, "iteration": 212119, "loss_box_reg": 0.007313170295674354, "loss_cls": 0.03970968798967078, "loss_rpn_cls": 0.0005096121014958044, "loss_rpn_loc": 0.0018783497157528473, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419849238824099, "total_loss": 0.05076935495735313}
{"data_time": 0.004229110199958086, "eta_seconds": 15132.656905062497, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.20148026315789475, "fast_rcnn/fg_cls_accuracy": 0.7564786585365854, "iteration": 212139, "loss_box_reg": 0.00707500874705147, "loss_cls": 0.04328874603379518, "loss_rpn_cls": 0.000572062208789248, "loss_rpn_loc": 0.001864064399342169, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5381560365203768, "total_loss": 0.052847476877673216}
{"data_time": 0.004804377676919103, "eta_seconds": 15119.547537426697, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.39481707317073167, "fast_rcnn/fg_cls_accuracy": 0.6051829268292683, "iteration": 212159, "loss_box_reg": 0.007227787587908097, "loss_cls": 0.041215461329557, "loss_rpn_cls": 0.0007300905400597912, "loss_rpn_loc": 0.0019553962010832038, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5422178651206195, "total_loss": 0.05416656458021407}
{"data_time": 0.004546685377135873, "eta_seconds": 15105.328024103539, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2943722943722944, "fast_rcnn/fg_cls_accuracy": 0.6905901116427433, "iteration": 212179, "loss_box_reg": 0.006963867708691396, "loss_cls": 0.043533795746043324, "loss_rpn_cls": 0.001022729451875648, "loss_rpn_loc": 0.0020003257086500525, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5363026291597635, "total_loss": 0.05415731661287282}
{"data_time": 0.0049877900164574385, "eta_seconds": 15092.555338349892, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4125816993464052, "fast_rcnn/fg_cls_accuracy": 0.5874183006535948, "iteration": 212199, "loss_box_reg": 0.007609774824231863, "loss_cls": 0.040658863028511405, "loss_rpn_cls": 0.0008769937560941798, "loss_rpn_loc": 0.001666139425651636, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5438447445631027, "total_loss": 0.05094878503416567}
{"data_time": 0.0047615517396479845, "eta_seconds": 15083.610144769074, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3492647058823529, "fast_rcnn/fg_cls_accuracy": 0.6507352941176471, "iteration": 212219, "loss_box_reg": 0.007320602599065751, "loss_cls": 0.04109795074327849, "loss_rpn_cls": 0.000593909151234584, "loss_rpn_loc": 0.002265073733724421, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390875679440796, "total_loss": 0.054333236204797686}
{"data_time": 0.004566756309941411, "eta_seconds": 15067.701973998686, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.30158730158730157, "fast_rcnn/fg_cls_accuracy": 0.6984126984126984, "iteration": 212239, "loss_box_reg": 0.006999519973760471, "loss_cls": 0.039752284181304276, "loss_rpn_cls": 0.0006727166733071499, "loss_rpn_loc": 0.0018217523684143089, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5359383660834283, "total_loss": 0.05211032003825267}
{"data_time": 0.004650668473914266, "eta_seconds": 15052.930620545754, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36446740858505566, "fast_rcnn/fg_cls_accuracy": 0.6355325914149443, "iteration": 212259, "loss_box_reg": 0.0064598104218021035, "loss_cls": 0.03930932917864993, "loss_rpn_cls": 0.000647699260355239, "loss_rpn_loc": 0.0017284558452956844, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407106608618051, "total_loss": 0.04882163894143332}
{"data_time": 0.0037904875352978706, "eta_seconds": 15041.032074333169, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5480769230769231, "fast_rcnn/fg_cls_accuracy": 0.4519230769230769, "iteration": 212279, "loss_box_reg": 0.006924803310539573, "loss_cls": 0.04471023892983794, "loss_rpn_cls": 0.0005340344202977576, "loss_rpn_loc": 0.0019310632596898358, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374579820781946, "total_loss": 0.05642250019855055}
{"data_time": 0.004529967438429594, "eta_seconds": 15023.539502579253, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.26541274817136884, "fast_rcnn/fg_cls_accuracy": 0.7345872518286312, "iteration": 212299, "loss_box_reg": 0.0070374999195337296, "loss_cls": 0.043197976192459464, "loss_rpn_cls": 0.0007339494692359949, "loss_rpn_loc": 0.001907212474179687, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.532636852003634, "total_loss": 0.05266461589769733}
{"data_time": 0.004118693061172962, "eta_seconds": 15012.69257322466, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.38996138996138996, "fast_rcnn/fg_cls_accuracy": 0.5694980694980695, "iteration": 212319, "loss_box_reg": 0.007255750606418587, "loss_cls": 0.04160852264612913, "loss_rpn_cls": 0.0009977898856732281, "loss_rpn_loc": 0.002032165617492865, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433690119534731, "total_loss": 0.05259731707508308}
{"data_time": 0.0037840972654521465, "eta_seconds": 15010.291052636225, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4820075757575758, "fast_rcnn/fg_cls_accuracy": 0.5179924242424243, "iteration": 212339, "loss_box_reg": 0.007046455692034215, "loss_cls": 0.04343129578046501, "loss_rpn_cls": 0.0005802847138056677, "loss_rpn_loc": 0.0019306998528918484, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5449275018181652, "total_loss": 0.0545867437282368}
{"data_time": 0.004284609341993928, "eta_seconds": 14995.76514682942, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44767844767844767, "fast_rcnn/fg_cls_accuracy": 0.5339366515837104, "iteration": 212359, "loss_box_reg": 0.006986519496422261, "loss_cls": 0.04069210449233651, "loss_rpn_cls": 0.0007127219492133463, "loss_rpn_loc": 0.0019035778423130978, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384089930448681, "total_loss": 0.04989785343400399}
{"data_time": 0.003864823840558529, "eta_seconds": 14981.210471746512, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.43712121212121213, "fast_rcnn/fg_cls_accuracy": 0.5467391304347826, "iteration": 212379, "loss_box_reg": 0.0069673061079811305, "loss_cls": 0.04369175317697227, "loss_rpn_cls": 0.0007127640947146574, "loss_rpn_loc": 0.0019787070814345498, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.548538213595748, "total_loss": 0.054875266998692496}
{"data_time": 0.00409883982501924, "eta_seconds": 14977.731945476029, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2195945945945946, "fast_rcnn/fg_cls_accuracy": 0.7804054054054055, "iteration": 212399, "loss_box_reg": 0.0068841019965475425, "loss_cls": 0.042283579241484404, "loss_rpn_cls": 0.0006892951474810616, "loss_rpn_loc": 0.0017099140386562794, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413374565541744, "total_loss": 0.05228692280610403}
{"data_time": 0.0037625080440193415, "eta_seconds": 14959.515079875477, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4338153503893215, "fast_rcnn/fg_cls_accuracy": 0.5339265850945495, "iteration": 212419, "loss_box_reg": 0.007771759119350463, "loss_cls": 0.042108038265723735, "loss_rpn_cls": 0.000832691222711901, "loss_rpn_loc": 0.0016421786240243819, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396479936316609, "total_loss": 0.05356860961506982}
{"data_time": 0.0038542149122804403, "eta_seconds": 14945.058572381968, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3181818181818182, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 212439, "loss_box_reg": 0.007413165498292074, "loss_cls": 0.03967989346710965, "loss_rpn_cls": 0.0006530043090720028, "loss_rpn_loc": 0.0015907170800346648, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5413629098329693, "total_loss": 0.05013656199542993}
{"data_time": 0.003960992908105254, "eta_seconds": 14931.314133651322, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.40625, "fast_rcnn/fg_cls_accuracy": 0.59375, "iteration": 212459, "loss_box_reg": 0.007606700004544109, "loss_cls": 0.04271671047899872, "loss_rpn_cls": 0.0007322267499603186, "loss_rpn_loc": 0.0021013543919252697, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404402243439108, "total_loss": 0.05393582621104542}
{"data_time": 0.0046582589857280254, "eta_seconds": 14920.241810027976, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34710144927536235, "fast_rcnn/fg_cls_accuracy": 0.6528985507246376, "iteration": 212479, "loss_box_reg": 0.007485178968636319, "loss_cls": 0.044037821935489774, "loss_rpn_cls": 0.0013194376065825963, "loss_rpn_loc": 0.0018020329625869635, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.544000351568684, "total_loss": 0.05634035068931098}
{"data_time": 0.004023703513666987, "eta_seconds": 14910.202840734506, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29864864864864865, "fast_rcnn/fg_cls_accuracy": 0.7013513513513514, "iteration": 212499, "loss_box_reg": 0.0068408086081035435, "loss_cls": 0.043241905397735536, "loss_rpn_cls": 0.0009569962498403584, "loss_rpn_loc": 0.0018889363745984156, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5514449870679528, "total_loss": 0.05317437176529438}
{"data_time": 0.004537466214969754, "eta_seconds": 14901.678263765061, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3220171390903098, "fast_rcnn/fg_cls_accuracy": 0.6779828609096902, "iteration": 212519, "loss_box_reg": 0.007504887631512247, "loss_cls": 0.04209590837126598, "loss_rpn_cls": 0.0009953657200867383, "loss_rpn_loc": 0.0018730930978563265, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5441244503017515, "total_loss": 0.05381717348404891}
{"data_time": 0.004411148140206933, "eta_seconds": 14898.111743319081, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48528528528528525, "fast_rcnn/fg_cls_accuracy": 0.5147147147147147, "iteration": 212539, "loss_box_reg": 0.007108034726115875, "loss_cls": 0.04173233633628115, "loss_rpn_cls": 0.0008893363207107541, "loss_rpn_loc": 0.001632571449590614, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5498085049912333, "total_loss": 0.05149073778375168}
{"data_time": 0.00444945995695889, "eta_seconds": 14894.017141619464, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3079501915708812, "fast_rcnn/fg_cls_accuracy": 0.6920498084291188, "iteration": 212559, "loss_box_reg": 0.006485111982328817, "loss_cls": 0.03754889662377536, "loss_rpn_cls": 0.0004661228115310223, "loss_rpn_loc": 0.0020501318695096415, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5448077423498034, "total_loss": 0.047155309002619106}
{"data_time": 0.003938750596717, "eta_seconds": 14885.13185712602, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.25040322580645163, "fast_rcnn/fg_cls_accuracy": 0.7236111111111111, "iteration": 212579, "loss_box_reg": 0.007679641334107146, "loss_cls": 0.041578371776267886, "loss_rpn_cls": 0.0006134958617849406, "loss_rpn_loc": 0.001893297501737834, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5467939872760326, "total_loss": 0.052208196320066236}
{"data_time": 0.004589826799929142, "eta_seconds": 14874.275118234567, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2642706131078224, "fast_rcnn/fg_cls_accuracy": 0.7303030303030302, "iteration": 212599, "loss_box_reg": 0.0070173236017581075, "loss_cls": 0.03917483345139772, "loss_rpn_cls": 0.0007690719818356229, "loss_rpn_loc": 0.0020650842707254924, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5376561896409839, "total_loss": 0.050785701074687495}
{"data_time": 0.0048807787243276834, "eta_seconds": 14864.378863685997, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 212619, "loss_box_reg": 0.007290076086064801, "loss_cls": 0.044301929883658886, "loss_rpn_cls": 0.0007698914645288824, "loss_rpn_loc": 0.0017971878278331133, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5459729908034205, "total_loss": 0.05544842803828942}
{"data_time": 0.004491094965487719, "eta_seconds": 14852.561640451662, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.08108108108108109, "fast_rcnn/fg_cls_accuracy": 0.918918918918919, "iteration": 212639, "loss_box_reg": 0.006174728070618585, "loss_cls": 0.03918538452126086, "loss_rpn_cls": 0.00031370196450097865, "loss_rpn_loc": 0.0017820690827647923, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5448368056677282, "total_loss": 0.049043821461054904}
{"data_time": 0.004467682912945747, "eta_seconds": 14840.44914755947, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4333616298811545, "fast_rcnn/fg_cls_accuracy": 0.550509337860781, "iteration": 212659, "loss_box_reg": 0.007058401155518368, "loss_cls": 0.04155884397914633, "loss_rpn_cls": 0.0006309428335953271, "loss_rpn_loc": 0.002052603233096306, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5401716234628111, "total_loss": 0.05002731347144618}
{"data_time": 0.004705833038315177, "eta_seconds": 14821.56447978993, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4194382852919438, "fast_rcnn/fg_cls_accuracy": 0.56993006993007, "iteration": 212679, "loss_box_reg": 0.006747971085133031, "loss_cls": 0.04097123199608177, "loss_rpn_cls": 0.000829465041988442, "loss_rpn_loc": 0.0020753287044499302, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.536041785730049, "total_loss": 0.05208231837072219}
{"data_time": 0.004181602969765663, "eta_seconds": 14814.93640967505, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.30026455026455023, "fast_rcnn/fg_cls_accuracy": 0.6997354497354498, "iteration": 212699, "loss_box_reg": 0.006605815055081621, "loss_cls": 0.04204934189328924, "loss_rpn_cls": 0.0009183811033608436, "loss_rpn_loc": 0.002890363128244644, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5450652493163943, "total_loss": 0.05367053377767661}
{"data_time": 0.004336755955591798, "eta_seconds": 14809.134684885852, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3336134453781513, "fast_rcnn/fg_cls_accuracy": 0.6663865546218488, "iteration": 212719, "loss_box_reg": 0.007467090472346172, "loss_cls": 0.040723267709836364, "loss_rpn_cls": 0.00042222402669267467, "loss_rpn_loc": 0.0015356643889390398, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5426018014550209, "total_loss": 0.051408872583024845}
{"data_time": 0.004318860359489918, "eta_seconds": 14795.021110775415, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35185185185185186, "fast_rcnn/fg_cls_accuracy": 0.6196928635953026, "iteration": 212739, "loss_box_reg": 0.007679905887925997, "loss_cls": 0.042979776742868125, "loss_rpn_cls": 0.0007276845949490962, "loss_rpn_loc": 0.0018889791426772717, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5331567872781307, "total_loss": 0.053688139620589936}
{"data_time": 0.004255747422575951, "eta_seconds": 14784.16676125722, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4042867701404287, "fast_rcnn/fg_cls_accuracy": 0.5957132298595713, "iteration": 212759, "loss_box_reg": 0.006611181743210182, "loss_cls": 0.04272200877312571, "loss_rpn_cls": 0.0011608466894585945, "loss_rpn_loc": 0.0022443769266828895, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5444708100985736, "total_loss": 0.055627078130726204}
{"data_time": 0.005163890542462468, "eta_seconds": 14776.564468211494, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42640874684608915, "fast_rcnn/fg_cls_accuracy": 0.5504878048780488, "iteration": 212779, "loss_box_reg": 0.006595111175556667, "loss_cls": 0.03930845414288342, "loss_rpn_cls": 0.00121609064342465, "loss_rpn_loc": 0.0017040234233718365, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5523873579222709, "total_loss": 0.05140792162501384}
{"data_time": 0.004559253575280309, "eta_seconds": 14762.525124754524, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2967032967032967, "fast_rcnn/fg_cls_accuracy": 0.7032967032967032, "iteration": 212799, "loss_box_reg": 0.006848557968623936, "loss_cls": 0.04190156271215528, "loss_rpn_cls": 0.0010442246485808937, "loss_rpn_loc": 0.0020695247294497676, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383915235288441, "total_loss": 0.05211833861790183}
{"data_time": 0.004247972974553704, "eta_seconds": 14735.49666738091, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.5962962962962963, "iteration": 212819, "loss_box_reg": 0.0074908660317305475, "loss_cls": 0.043739494984038174, "loss_rpn_cls": 0.0008510662861453966, "loss_rpn_loc": 0.0016552828219573712, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389913688413799, "total_loss": 0.054567365235925536}
{"data_time": 0.004851388977840543, "eta_seconds": 14744.336419503903, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.46477428180574554, "fast_rcnn/fg_cls_accuracy": 0.5352257181942545, "iteration": 212839, "loss_box_reg": 0.007342107885051519, "loss_cls": 0.04013911995571107, "loss_rpn_cls": 0.0007406934886944327, "loss_rpn_loc": 0.0019789088637480745, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5535402994137257, "total_loss": 0.0492138627757015}
{"data_time": 0.0038519930094480515, "eta_seconds": 14713.81167173339, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3614718614718615, "fast_rcnn/fg_cls_accuracy": 0.5976190476190476, "iteration": 212859, "loss_box_reg": 0.00660485312982928, "loss_cls": 0.041606513725128025, "loss_rpn_cls": 0.0008389037468532479, "loss_rpn_loc": 0.001978267613594653, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5373082780279219, "total_loss": 0.051388780492573005}
{"data_time": 0.003942552022635937, "eta_seconds": 14702.96917390963, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14097496706192358, "fast_rcnn/fg_cls_accuracy": 0.7817460317460317, "iteration": 212879, "loss_box_reg": 0.006628814851865172, "loss_cls": 0.04259688837919384, "loss_rpn_cls": 0.0006173137340965695, "loss_rpn_loc": 0.0020216744142089738, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424148584716022, "total_loss": 0.05295002851482877}
{"data_time": 0.004206928890198469, "eta_seconds": 14689.792956185993, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3995726495726496, "fast_rcnn/fg_cls_accuracy": 0.5611111111111111, "iteration": 212899, "loss_box_reg": 0.007110242833732627, "loss_cls": 0.042624400462955236, "loss_rpn_cls": 0.0006380406035475517, "loss_rpn_loc": 0.0015406038946821354, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.539575319038704, "total_loss": 0.05262636133909382}
{"data_time": 0.004957748576998711, "eta_seconds": 14678.95218060119, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3007518796992481, "fast_rcnn/fg_cls_accuracy": 0.6992481203007519, "iteration": 212919, "loss_box_reg": 0.006927361653652042, "loss_cls": 0.04384257714264095, "loss_rpn_cls": 0.0006218527139765229, "loss_rpn_loc": 0.002055888928225613, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5446700800675899, "total_loss": 0.0537323203840856}
{"data_time": 0.004169753985479474, "eta_seconds": 14668.111405016389, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6244588744588745, "iteration": 212939, "loss_box_reg": 0.007213981763925403, "loss_cls": 0.03985925926826894, "loss_rpn_cls": 0.0010701373110464374, "loss_rpn_loc": 0.0018230925288662547, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5378531632013619, "total_loss": 0.05054904694043216}
{"data_time": 0.004423381993547082, "eta_seconds": 14658.437210349366, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41186252771618626, "fast_rcnn/fg_cls_accuracy": 0.5726829268292684, "iteration": 212959, "loss_box_reg": 0.006991177797317505, "loss_cls": 0.04034256434533745, "loss_rpn_cls": 0.0008034018515559183, "loss_rpn_loc": 0.0019441675976850092, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5430321390740573, "total_loss": 0.049559995205299856}
{"data_time": 0.004545755917206407, "eta_seconds": 14643.157437984366, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.34354838709677415, "fast_rcnn/fg_cls_accuracy": 0.6478578892371996, "iteration": 212979, "loss_box_reg": 0.006257427186938003, "loss_cls": 0.03987267124466598, "loss_rpn_cls": 0.0007422102125360652, "loss_rpn_loc": 0.0018581752647151006, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5417693839408457, "total_loss": 0.050026829058310796}
{"data_time": 0.004213093547150493, "eta_seconds": 14635.589078261983, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.21045751633986928, "fast_rcnn/fg_cls_accuracy": 0.717607973421927, "iteration": 212999, "loss_box_reg": 0.007543632527813315, "loss_cls": 0.043234609416686, "loss_rpn_cls": 0.0005000378286013074, "loss_rpn_loc": 0.001555442879180191, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448513485025615, "total_loss": 0.0543758744599927}
{"data_time": 0.004265849478542805, "eta_seconds": 14621.06096130819, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.14756944444444445, "fast_rcnn/fg_cls_accuracy": 0.8321314102564102, "iteration": 213019, "loss_box_reg": 0.006879375985590741, "loss_cls": 0.04187642491888255, "loss_rpn_cls": 0.0007756575491839612, "loss_rpn_loc": 0.0017894341654027812, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378715130500495, "total_loss": 0.050693229546823204}
{"data_time": 0.004324702313169837, "eta_seconds": 14607.966332039796, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3327731092436975, "fast_rcnn/fg_cls_accuracy": 0.6672268907563026, "iteration": 213039, "loss_box_reg": 0.006981135869864374, "loss_cls": 0.041676154534798115, "loss_rpn_cls": 0.0009024620068203149, "loss_rpn_loc": 0.002044781478616642, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5435704314149916, "total_loss": 0.051962513804483024}
{"data_time": 0.004173429450020194, "eta_seconds": 14585.431847798638, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3145032051282051, "fast_rcnn/fg_cls_accuracy": 0.6854967948717949, "iteration": 213059, "loss_box_reg": 0.007755106358672492, "loss_cls": 0.04321161221014336, "loss_rpn_cls": 0.0014203386552935626, "loss_rpn_loc": 0.0017663954713498242, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384307922795415, "total_loss": 0.05356569720231619}
{"data_time": 0.004449322121217847, "eta_seconds": 14575.81736671878, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21660859465737514, "fast_rcnn/fg_cls_accuracy": 0.7833914053426249, "iteration": 213079, "loss_box_reg": 0.007166529481764883, "loss_cls": 0.04098082473501563, "loss_rpn_cls": 0.0005119266388646793, "loss_rpn_loc": 0.0023319195279327687, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401113301049918, "total_loss": 0.05105271855995852}
{"data_time": 0.004658627323806286, "eta_seconds": 14563.007123958785, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2985714285714286, "fast_rcnn/fg_cls_accuracy": 0.5801282051282051, "iteration": 213099, "loss_box_reg": 0.006716677045915276, "loss_cls": 0.04028260754421353, "loss_rpn_cls": 0.0004932318663577462, "loss_rpn_loc": 0.001764069740602281, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5419957689009607, "total_loss": 0.0507614241845431}
{"data_time": 0.004747314844280481, "eta_seconds": 14551.230876894668, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.33403716216216217, "fast_rcnn/fg_cls_accuracy": 0.6198779424585876, "iteration": 213119, "loss_box_reg": 0.006476414680946618, "loss_cls": 0.0414131922298111, "loss_rpn_cls": 0.0008466589986255713, "loss_rpn_loc": 0.001996342427446507, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.547680284595117, "total_loss": 0.05147836495893898}
{"data_time": 0.003949975362047553, "eta_seconds": 14543.331610543188, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5759615384615384, "fast_rcnn/fg_cls_accuracy": 0.31567944250871083, "iteration": 213139, "loss_box_reg": 0.006466630817158148, "loss_cls": 0.042336761485785246, "loss_rpn_cls": 0.0012313532647567627, "loss_rpn_loc": 0.00195961848294246, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5481700354721397, "total_loss": 0.054826974195094635}
{"data_time": 0.004632096737623215, "eta_seconds": 14532.503025151324, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38559814169570267, "fast_rcnn/fg_cls_accuracy": 0.6144018583042974, "iteration": 213159, "loss_box_reg": 0.007231838651932776, "loss_cls": 0.0419784567784518, "loss_rpn_cls": 0.0005912970144663632, "loss_rpn_loc": 0.0018374252849753248, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425068847835064, "total_loss": 0.05171952621537912}
{"data_time": 0.003918518777936697, "eta_seconds": 14532.111753704958, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.44358974358974357, "fast_rcnn/fg_cls_accuracy": 0.5564102564102564, "iteration": 213179, "loss_box_reg": 0.00702390621881932, "loss_cls": 0.042021808854769915, "loss_rpn_cls": 0.0007997494304845532, "loss_rpn_loc": 0.002076881664834218, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5488278246484697, "total_loss": 0.052739439582637715}
{"data_time": 0.004704356659203768, "eta_seconds": 14509.30458857026, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.5246138996138996, "iteration": 213199, "loss_box_reg": 0.007102898016455583, "loss_cls": 0.043530377792194486, "loss_rpn_cls": 0.0009378746617585421, "loss_rpn_loc": 0.0018351521448494168, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373466974124312, "total_loss": 0.05396111013567406}
{"data_time": 0.0048212704714387655, "eta_seconds": 14501.754505502293, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23669467787114845, "fast_rcnn/fg_cls_accuracy": 0.7493734335839599, "iteration": 213219, "loss_box_reg": 0.007111132668796927, "loss_cls": 0.04428251038189046, "loss_rpn_cls": 0.0008822091264164555, "loss_rpn_loc": 0.002134416905391845, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5460695149376988, "total_loss": 0.055719201376632554}
{"data_time": 0.0048813605681061745, "eta_seconds": 14501.707873785635, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.23783359497645212, "fast_rcnn/fg_cls_accuracy": 0.7621664050235479, "iteration": 213239, "loss_box_reg": 0.007354629953624681, "loss_cls": 0.039855586423072964, "loss_rpn_cls": 0.0005022994907903922, "loss_rpn_loc": 0.001553902304294752, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5485128674190491, "total_loss": 0.05014977448098534}
{"data_time": 0.004406564868986607, "eta_seconds": 14480.094739988679, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41885964912280704, "fast_rcnn/fg_cls_accuracy": 0.5688854489164087, "iteration": 213259, "loss_box_reg": 0.0070554243720835075, "loss_cls": 0.04195709328632802, "loss_rpn_cls": 0.001006521074259581, "loss_rpn_loc": 0.0020406203038874082, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5351937443483621, "total_loss": 0.05243820292093915}
{"data_time": 0.004063121043145657, "eta_seconds": 14477.929912037216, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3675889328063241, "fast_rcnn/fg_cls_accuracy": 0.5767045454545454, "iteration": 213279, "loss_box_reg": 0.006774747831514105, "loss_cls": 0.04179013497196138, "loss_rpn_cls": 0.0005276531018125752, "loss_rpn_loc": 0.0016132189939526143, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5464587900787592, "total_loss": 0.05273938755897234}
{"data_time": 0.004134288989007473, "eta_seconds": 14469.990801442415, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.16904761904761906, "fast_rcnn/fg_cls_accuracy": 0.7916666666666667, "iteration": 213299, "loss_box_reg": 0.007422590962960385, "loss_cls": 0.03993932681623846, "loss_rpn_cls": 0.0009512342262496531, "loss_rpn_loc": 0.0023959655991347972, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428221749607474, "total_loss": 0.05127616442928229}
{"data_time": 0.004857727559283376, "eta_seconds": 14458.905429216567, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.29516129032258065, "fast_rcnn/fg_cls_accuracy": 0.7048387096774194, "iteration": 213319, "loss_box_reg": 0.00772073442931287, "loss_cls": 0.043944219360128045, "loss_rpn_cls": 0.0006736163907703485, "loss_rpn_loc": 0.0019765678498515626, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5438690783921629, "total_loss": 0.05497670341742378}
{"data_time": 0.004399016033858061, "eta_seconds": 14440.695343136089, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4197916666666667, "fast_rcnn/fg_cls_accuracy": 0.5802083333333333, "iteration": 213339, "loss_box_reg": 0.0064840019040275365, "loss_cls": 0.0399290710920468, "loss_rpn_cls": 0.0006014356769128426, "loss_rpn_loc": 0.0017059114361472894, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5403882125392556, "total_loss": 0.05003915568568118}
{"data_time": 0.004147080006077886, "eta_seconds": 14434.584438703023, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.332374928119609, "fast_rcnn/fg_cls_accuracy": 0.6587346024636058, "iteration": 213359, "loss_box_reg": 0.007057424925733358, "loss_cls": 0.04262517183087766, "loss_rpn_cls": 0.0010725987772275403, "loss_rpn_loc": 0.0024305520037160022, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5416090632788837, "total_loss": 0.054918607731679}
{"data_time": 0.004170056898146868, "eta_seconds": 14413.975684080971, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10300618921308577, "fast_rcnn/fg_cls_accuracy": 0.8649425287356323, "iteration": 213379, "loss_box_reg": 0.007306044572032988, "loss_cls": 0.044169139582663774, "loss_rpn_cls": 0.0012683022854957926, "loss_rpn_loc": 0.0017778795318008633, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5345349442213774, "total_loss": 0.054972000158556966}
{"data_time": 0.004249493591487408, "eta_seconds": 14408.196872689063, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3815580286168522, "fast_rcnn/fg_cls_accuracy": 0.6184419713831479, "iteration": 213399, "loss_box_reg": 0.006961469407542609, "loss_cls": 0.04001683625392616, "loss_rpn_cls": 0.0009536704546633246, "loss_rpn_loc": 0.0015519938087891205, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5465867465827614, "total_loss": 0.050733487569004865}
{"data_time": 0.004499712493270636, "eta_seconds": 14393.455677934224, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.21120689655172414, "fast_rcnn/fg_cls_accuracy": 0.7887931034482758, "iteration": 213419, "loss_box_reg": 0.006879870896227658, "loss_cls": 0.04068916942924261, "loss_rpn_cls": 0.0006429635650420096, "loss_rpn_loc": 0.002004875890634139, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5353406209032983, "total_loss": 0.052279283076813954}
{"data_time": 0.004083359148353338, "eta_seconds": 14390.786423087819, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6377551020408163, "iteration": 213439, "loss_box_reg": 0.006978971068747342, "loss_cls": 0.041781977051869035, "loss_rpn_cls": 0.0009467208215028222, "loss_rpn_loc": 0.002889842491640593, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5470017022453249, "total_loss": 0.05446330764630147}
{"data_time": 0.004770257277414203, "eta_seconds": 14371.79591242061, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4907852564102564, "fast_rcnn/fg_cls_accuracy": 0.488034188034188, "iteration": 213459, "loss_box_reg": 0.0071152683813124895, "loss_cls": 0.04337278183083981, "loss_rpn_cls": 0.001147496320868413, "loss_rpn_loc": 0.0022563880156667437, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5357628972269595, "total_loss": 0.054330299687080696}
{"data_time": 0.004107211250811815, "eta_seconds": 14360.966029663803, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.46153846153846156, "fast_rcnn/fg_cls_accuracy": 0.4941860465116279, "iteration": 213479, "loss_box_reg": 0.006602718320209533, "loss_cls": 0.04228050261735916, "loss_rpn_cls": 0.00047532215603496297, "loss_rpn_loc": 0.0018758357373371837, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5451957813929766, "total_loss": 0.05317335405311496}
{"data_time": 0.004648957401514053, "eta_seconds": 14344.454264561879, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.28157894736842104, "fast_rcnn/fg_cls_accuracy": 0.6452380952380952, "iteration": 213499, "loss_box_reg": 0.007580013028928079, "loss_cls": 0.04261675791349262, "loss_rpn_cls": 0.001251587467322679, "loss_rpn_loc": 0.0020963191309419926, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384660623967648, "total_loss": 0.05480938019434234}
{"data_time": 0.004351397277787328, "eta_seconds": 14333.628669856349, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.36399302528334787, "fast_rcnn/fg_cls_accuracy": 0.588963963963964, "iteration": 213519, "loss_box_reg": 0.0069618234992958605, "loss_cls": 0.04369762784335762, "loss_rpn_cls": 0.0003652431009300017, "loss_rpn_loc": 0.0017987334058489068, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5416356795467436, "total_loss": 0.053609391442932974}
{"data_time": 0.004430535016581416, "eta_seconds": 14321.053173409076, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.19342105263157894, "fast_rcnn/fg_cls_accuracy": 0.7786377708978328, "iteration": 213539, "loss_box_reg": 0.006416832242393866, "loss_cls": 0.042572969920001924, "loss_rpn_cls": 0.0008858173665089453, "loss_rpn_loc": 0.0018829621203622082, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412240950390697, "total_loss": 0.05247946320969277}
{"data_time": 0.004437524825334549, "eta_seconds": 14309.179207184585, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.39379699248120303, "fast_rcnn/fg_cls_accuracy": 0.5930451127819549, "iteration": 213559, "loss_box_reg": 0.006537475681398064, "loss_cls": 0.03955050907097757, "loss_rpn_cls": 0.0009175904617109154, "loss_rpn_loc": 0.0018731137370195938, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5398635298479348, "total_loss": 0.0510323411981517}
{"data_time": 0.0044641271233558655, "eta_seconds": 14294.198465356836, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.19040479760119938, "fast_rcnn/fg_cls_accuracy": 0.8095952023988007, "iteration": 213579, "loss_box_reg": 0.006832729675807059, "loss_cls": 0.04067877575289458, "loss_rpn_cls": 0.0004407293570238835, "loss_rpn_loc": 0.0017935171090357471, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537109473021701, "total_loss": 0.05270393306977894}
{"data_time": 0.0039926995523273945, "eta_seconds": 14285.987691615941, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3205555555555556, "fast_rcnn/fg_cls_accuracy": 0.6794444444444444, "iteration": 213599, "loss_box_reg": 0.007133261853596196, "loss_cls": 0.039808289817301556, "loss_rpn_cls": 0.0006073667876478339, "loss_rpn_loc": 0.00208020522222796, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402422123588622, "total_loss": 0.04931886144908759}
{"data_time": 0.004927047062665224, "eta_seconds": 14274.366804076359, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.376940133037694, "fast_rcnn/fg_cls_accuracy": 0.623059866962306, "iteration": 213619, "loss_box_reg": 0.007389077800326049, "loss_cls": 0.042291693564038724, "loss_rpn_cls": 0.0012024626295783492, "loss_rpn_loc": 0.0025468371331953676, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417009207885712, "total_loss": 0.05649391013332661}
{"data_time": 0.004652011441066861, "eta_seconds": 14261.737471907632, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.44047619047619047, "fast_rcnn/fg_cls_accuracy": 0.5595238095238095, "iteration": 213639, "loss_box_reg": 0.006638293474679813, "loss_cls": 0.042874811217188835, "loss_rpn_cls": 0.00040498656403542554, "loss_rpn_loc": 0.0018082747483276762, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5409692341927439, "total_loss": 0.05268953911706831}
{"data_time": 0.004204204073175788, "eta_seconds": 14249.506552601466, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4568965517241379, "fast_rcnn/fg_cls_accuracy": 0.5086206896551724, "iteration": 213659, "loss_box_reg": 0.007165085742599331, "loss_cls": 0.0427186347078532, "loss_rpn_cls": 0.001052057972970033, "loss_rpn_loc": 0.001833590657042805, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388883659616113, "total_loss": 0.051280167821971645}
{"data_time": 0.004150785272940993, "eta_seconds": 14244.2383386523, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3900928792569659, "fast_rcnn/fg_cls_accuracy": 0.609907120743034, "iteration": 213679, "loss_box_reg": 0.00665037335420493, "loss_cls": 0.040610267664305866, "loss_rpn_cls": 0.0006677739889937584, "loss_rpn_loc": 0.0017437940841773525, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447535095736384, "total_loss": 0.04940086135036381}
{"data_time": 0.004421609919518232, "eta_seconds": 14232.621844164329, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4727941176470588, "fast_rcnn/fg_cls_accuracy": 0.5069444444444444, "iteration": 213699, "loss_box_reg": 0.007261820050189272, "loss_cls": 0.04172897071111947, "loss_rpn_cls": 0.0014558181522943414, "loss_rpn_loc": 0.0022733035402779933, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5485091134905815, "total_loss": 0.0538017253727503}
{"data_time": 0.004491261905059218, "eta_seconds": 14221.798969106982, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.47744360902255634, "fast_rcnn/fg_cls_accuracy": 0.5225563909774436, "iteration": 213719, "loss_box_reg": 0.006967665380216204, "loss_cls": 0.04223395980079658, "loss_rpn_cls": 0.0005393852836732549, "loss_rpn_loc": 0.0016358557804778684, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399901522323489, "total_loss": 0.05158116032657745}
{"data_time": 0.004244847455993295, "eta_seconds": 14219.053207604913, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27618364418938307, "fast_rcnn/fg_cls_accuracy": 0.723816355810617, "iteration": 213739, "loss_box_reg": 0.007298565731616691, "loss_cls": 0.041405920404940844, "loss_rpn_cls": 0.0005167691908809502, "loss_rpn_loc": 0.0018749751852737973, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5479008962865919, "total_loss": 0.05233674604301086}
{"data_time": 0.0049000889994204044, "eta_seconds": 14200.944426297443, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3973684210526316, "fast_rcnn/fg_cls_accuracy": 0.6026315789473684, "iteration": 213759, "loss_box_reg": 0.0067046102485619485, "loss_cls": 0.04150098911486566, "loss_rpn_cls": 0.0007466436700269696, "loss_rpn_loc": 0.0019833652422676096, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5401188218966126, "total_loss": 0.051764077215921134}
{"data_time": 0.004964804742485285, "eta_seconds": 14189.33034393494, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3666666666666667, "fast_rcnn/fg_cls_accuracy": 0.6333333333333333, "iteration": 213779, "loss_box_reg": 0.006200380943482742, "loss_cls": 0.04130951291881502, "loss_rpn_cls": 0.0007784014416643004, "loss_rpn_loc": 0.0018552205474406946, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542767622275278, "total_loss": 0.05131964697591229}
{"data_time": 0.004827989498153329, "eta_seconds": 14187.311986971414, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.16140602582496413, "fast_rcnn/fg_cls_accuracy": 0.8385939741750359, "iteration": 213799, "loss_box_reg": 0.007210847979877144, "loss_cls": 0.04158660600660369, "loss_rpn_cls": 0.0012705333446092482, "loss_rpn_loc": 0.0020378769859235035, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5489474828355014, "total_loss": 0.05225219564482586}
{"data_time": 0.0041635355446487665, "eta_seconds": 14182.282236975152, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.12896825396825395, "fast_rcnn/fg_cls_accuracy": 0.8571428571428572, "iteration": 213819, "loss_box_reg": 0.007152497200877406, "loss_cls": 0.04134104825789109, "loss_rpn_cls": 0.0005039080415372155, "loss_rpn_loc": 0.0020761385312653147, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5493291025049984, "total_loss": 0.050694249140633474}
{"data_time": 0.004981775069609284, "eta_seconds": 14164.908075250452, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.44425385934819894, "fast_rcnn/fg_cls_accuracy": 0.555746140651801, "iteration": 213839, "loss_box_reg": 0.007228045287774876, "loss_cls": 0.04439087328501046, "loss_rpn_cls": 0.0008250501837210322, "loss_rpn_loc": 0.002119100880008773, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412904981058091, "total_loss": 0.0551737679463713}
{"data_time": 0.0043281372636556625, "eta_seconds": 14161.844123059185, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.19005847953216373, "fast_rcnn/fg_cls_accuracy": 0.8099415204678362, "iteration": 213859, "loss_box_reg": 0.007026057981420308, "loss_cls": 0.0429753951029852, "loss_rpn_cls": 0.0006626519968904176, "loss_rpn_loc": 0.0014649132372142049, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393155473284423, "total_loss": 0.05313819040134149}
{"data_time": 0.00430066604167223, "eta_seconds": 14139.71476891078, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3286445012787724, "fast_rcnn/fg_cls_accuracy": 0.6312217194570136, "iteration": 213879, "loss_box_reg": 0.007255982258357108, "loss_cls": 0.04067053785547614, "loss_rpn_cls": 0.0006602366427159723, "loss_rpn_loc": 0.0018072863986162702, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5372885887045413, "total_loss": 0.05156463915244558}
{"data_time": 0.0044949541334062815, "eta_seconds": 14125.180079676444, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2928849902534113, "fast_rcnn/fg_cls_accuracy": 0.7071150097465887, "iteration": 213899, "loss_box_reg": 0.007220188213977963, "loss_cls": 0.040952266193926334, "loss_rpn_cls": 0.0008613752997348456, "loss_rpn_loc": 0.0025668803209555335, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.536630820017308, "total_loss": 0.05199302309299014}
{"data_time": 0.004303490510210395, "eta_seconds": 14118.06212962605, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35623678646934465, "fast_rcnn/fg_cls_accuracy": 0.6437632135306555, "iteration": 213919, "loss_box_reg": 0.006488725615781732, "loss_cls": 0.04048525949474424, "loss_rpn_cls": 0.0008146954695575914, "loss_rpn_loc": 0.002097540434988332, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.545135254971683, "total_loss": 0.049528716481262336}
{"data_time": 0.004631974967196584, "eta_seconds": 14111.504816322355, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3118279569892473, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 213939, "loss_box_reg": 0.006725586921675131, "loss_cls": 0.041367618017829955, "loss_rpn_cls": 0.0007483615152068523, "loss_rpn_loc": 0.0016606105000391835, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5518934694118798, "total_loss": 0.05135623088176544}
{"data_time": 0.004233299754559994, "eta_seconds": 14100.675220515346, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3475733063700708, "fast_rcnn/fg_cls_accuracy": 0.6524266936299292, "iteration": 213959, "loss_box_reg": 0.006925591384060681, "loss_cls": 0.04276236169971526, "loss_rpn_cls": 0.0006792159581436863, "loss_rpn_loc": 0.0017260896674997639, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.543532490497455, "total_loss": 0.05363804192882071}
{"data_time": 0.0038746115751564503, "eta_seconds": 14085.90382213844, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3336134453781513, "fast_rcnn/fg_cls_accuracy": 0.6368663594470045, "iteration": 213979, "loss_box_reg": 0.0067062768212053925, "loss_cls": 0.03938749711960554, "loss_rpn_cls": 0.0002912740269209735, "loss_rpn_loc": 0.00153104436412832, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5378669542260468, "total_loss": 0.049848985215817265}
{"data_time": 0.004716168390586972, "eta_seconds": 14067.5478236794, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3342767295597484, "fast_rcnn/fg_cls_accuracy": 0.6490566037735849, "iteration": 213999, "loss_box_reg": 0.006802269141189754, "loss_cls": 0.042914472229313105, "loss_rpn_cls": 0.0006793665348254763, "loss_rpn_loc": 0.0021910717860009754, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5396063344087452, "total_loss": 0.05251453758700109}
{"data_time": 0.004416643176227808, "eta_seconds": 14063.913013009354, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34808946877912395, "fast_rcnn/fg_cls_accuracy": 0.6437687687687688, "iteration": 214019, "loss_box_reg": 0.007243402156746015, "loss_cls": 0.041797456913627684, "loss_rpn_cls": 0.0005902003085793694, "loss_rpn_loc": 0.0022792063446104294, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5466208187863231, "total_loss": 0.052665442252646244}
{"data_time": 0.004314062651246786, "eta_seconds": 14056.102449033875, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.440354147250699, "fast_rcnn/fg_cls_accuracy": 0.5326188257222739, "iteration": 214039, "loss_box_reg": 0.0063568573677912354, "loss_cls": 0.04240456491243094, "loss_rpn_cls": 0.0003131520037413793, "loss_rpn_loc": 0.0014424418004637118, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5520657221786678, "total_loss": 0.05102746552881854}
{"data_time": 0.004162910394370556, "eta_seconds": 14053.494449190097, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25317460317460316, "fast_rcnn/fg_cls_accuracy": 0.7468253968253968, "iteration": 214059, "loss_box_reg": 0.0075919961964245886, "loss_cls": 0.040168802603147924, "loss_rpn_cls": 0.000395941303509062, "loss_rpn_loc": 0.0019210722348361742, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5470889278221875, "total_loss": 0.0497650196003292}
{"data_time": 0.004558718064799905, "eta_seconds": 14048.402393995319, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 214079, "loss_box_reg": 0.006856520500150509, "loss_cls": 0.040882940345909446, "loss_rpn_cls": 0.0005287086985390488, "loss_rpn_loc": 0.0018240220015286468, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5445594100747257, "total_loss": 0.05131652058560121}
{"data_time": 0.004210898885503411, "eta_seconds": 14035.95100028743, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2986111111111111, "fast_rcnn/fg_cls_accuracy": 0.7013888888888888, "iteration": 214099, "loss_box_reg": 0.00741828596801497, "loss_cls": 0.04296643286943436, "loss_rpn_cls": 0.0006995694817533149, "loss_rpn_loc": 0.0018593459572002757, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5388810350559652, "total_loss": 0.05193160931287366}
{"data_time": 0.003979416564106941, "eta_seconds": 14022.84871483664, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28717948717948716, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 214119, "loss_box_reg": 0.0065881508198799565, "loss_cls": 0.04140160512179136, "loss_rpn_cls": 0.0012704488003407732, "loss_rpn_loc": 0.0017530817440274404, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5403761677443981, "total_loss": 0.05282071936153443}
{"data_time": 0.004280592547729611, "eta_seconds": 14013.448645836674, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.42857142857142855, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 214139, "loss_box_reg": 0.007107556855771691, "loss_cls": 0.04257479135412723, "loss_rpn_cls": 0.0004991472330857505, "loss_rpn_loc": 0.002070977862786094, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5447924628388137, "total_loss": 0.05427782911772283}
{"data_time": 0.003978997003287077, "eta_seconds": 14001.175906653283, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.23132427843803055, "fast_rcnn/fg_cls_accuracy": 0.7505827505827506, "iteration": 214159, "loss_box_reg": 0.006536855653394014, "loss_cls": 0.038571773387957364, "loss_rpn_cls": 0.0006505550105089242, "loss_rpn_loc": 0.0017822203790274216, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394118509721011, "total_loss": 0.04887660012457218}
{"data_time": 0.004114790819585323, "eta_seconds": 13990.339502561605, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.22539682539682537, "fast_rcnn/fg_cls_accuracy": 0.7244239631336405, "iteration": 214179, "loss_box_reg": 0.0061637227481696755, "loss_cls": 0.03817618335597217, "loss_rpn_cls": 0.0009047827061294811, "loss_rpn_loc": 0.0031927027412166353, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 248.75, "rpn/num_pos_anchors": 7.25, "time": 0.5434294959995896, "total_loss": 0.05098015740536255}
{"data_time": 0.004307563416659832, "eta_seconds": 13983.366003143135, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3033088235294118, "fast_rcnn/fg_cls_accuracy": 0.6726973684210527, "iteration": 214199, "loss_box_reg": 0.006852297403384, "loss_cls": 0.03979714895831421, "loss_rpn_cls": 0.000505257859174435, "loss_rpn_loc": 0.0018669363016670104, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5430283914320171, "total_loss": 0.049945174102958845}
{"data_time": 0.004258925095200539, "eta_seconds": 13972.526604667772, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3421602787456446, "fast_rcnn/fg_cls_accuracy": 0.6578397212543554, "iteration": 214219, "loss_box_reg": 0.007107107157935388, "loss_cls": 0.04273417987860739, "loss_rpn_cls": 0.0007883251281555204, "loss_rpn_loc": 0.0015328334484365769, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448525310494006, "total_loss": 0.053906344678750884}
{"data_time": 0.0038739319425076246, "eta_seconds": 13960.083924111212, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46640316205533594, "fast_rcnn/fg_cls_accuracy": 0.5331439393939394, "iteration": 214239, "loss_box_reg": 0.006353295771987177, "loss_cls": 0.0432916697463952, "loss_rpn_cls": 0.0007932447667826636, "loss_rpn_loc": 0.0018072709663101705, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390249353367835, "total_loss": 0.052043136555880665}
{"data_time": 0.00484041590243578, "eta_seconds": 13956.53161962051, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.47857142857142854, "fast_rcnn/fg_cls_accuracy": 0.5214285714285714, "iteration": 214259, "loss_box_reg": 0.006639546263613738, "loss_cls": 0.04384429793572053, "loss_rpn_cls": 0.0006136810856673947, "loss_rpn_loc": 0.0015079226141097024, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5438510228414088, "total_loss": 0.05322139994586905}
{"data_time": 0.004684541607275605, "eta_seconds": 13944.82005149126, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.40215924426450744, "fast_rcnn/fg_cls_accuracy": 0.5978407557354926, "iteration": 214279, "loss_box_reg": 0.006251837723539211, "loss_cls": 0.0418912056775298, "loss_rpn_cls": 0.0008694011055467854, "loss_rpn_loc": 0.001796838430891512, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5393353044055402, "total_loss": 0.05259462345634347}
{"data_time": 0.0043348209001123905, "eta_seconds": 13928.377168595558, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4752688172043011, "fast_rcnn/fg_cls_accuracy": 0.5144747725392886, "iteration": 214299, "loss_box_reg": 0.006670161048532464, "loss_cls": 0.043315029703080654, "loss_rpn_cls": 0.0006376380694348427, "loss_rpn_loc": 0.0017780328453227412, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376761604566127, "total_loss": 0.052826099416051875}
{"data_time": 0.00438312254846096, "eta_seconds": 13917.538386315806, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.449490662139219, "fast_rcnn/fg_cls_accuracy": 0.5401509951956074, "iteration": 214319, "loss_box_reg": 0.0077554080344270915, "loss_cls": 0.0409479602240026, "loss_rpn_cls": 0.0012189385025749289, "loss_rpn_loc": 0.0017063321629393613, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5448654075153172, "total_loss": 0.052681688347220756}
{"data_time": 0.004607229493558407, "eta_seconds": 13909.800121703884, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.21746384872080088, "fast_rcnn/fg_cls_accuracy": 0.7706146926536732, "iteration": 214339, "loss_box_reg": 0.007226351532153785, "loss_cls": 0.04104268178343773, "loss_rpn_cls": 0.0005596523988913304, "loss_rpn_loc": 0.0015659156197216362, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5468135308474302, "total_loss": 0.050959656891649274}
{"data_time": 0.004087444394826889, "eta_seconds": 13896.650815340225, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3888392857142857, "fast_rcnn/fg_cls_accuracy": 0.5923295454545454, "iteration": 214359, "loss_box_reg": 0.006888280156999826, "loss_cls": 0.04253458138555288, "loss_rpn_cls": 0.0005807087006814982, "loss_rpn_loc": 0.001930676502524875, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5415522025432438, "total_loss": 0.052432867331845046}
{"data_time": 0.004452795023098588, "eta_seconds": 13891.468731840141, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3230550284629981, "fast_rcnn/fg_cls_accuracy": 0.676944971537002, "iteration": 214379, "loss_box_reg": 0.007160375011153519, "loss_cls": 0.042941683961544186, "loss_rpn_cls": 0.00048497674083591846, "loss_rpn_loc": 0.0013628936394525226, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392959609162062, "total_loss": 0.05427814468851011}
{"data_time": 0.0040181828662753105, "eta_seconds": 13873.378694195533, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.40009469696969696, "fast_rcnn/fg_cls_accuracy": 0.599905303030303, "iteration": 214399, "loss_box_reg": 0.006263080169446766, "loss_cls": 0.041860063502099365, "loss_rpn_cls": 0.0009351258858032452, "loss_rpn_loc": 0.0020500821483437903, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5378644801676273, "total_loss": 0.05176828551915946}
{"data_time": 0.004208976170048118, "eta_seconds": 13872.702349947765, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4112607099143207, "fast_rcnn/fg_cls_accuracy": 0.5887392900856794, "iteration": 214419, "loss_box_reg": 0.00737489975290373, "loss_cls": 0.03979033709038049, "loss_rpn_cls": 0.0004715898957101672, "loss_rpn_loc": 0.0020051045594300376, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5531310166697949, "total_loss": 0.050200291857322554}
{"data_time": 0.00431513343937695, "eta_seconds": 13860.539954023669, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34814814814814815, "fast_rcnn/fg_cls_accuracy": 0.6153846153846154, "iteration": 214439, "loss_box_reg": 0.006235641267267056, "loss_cls": 0.041025262675248086, "loss_rpn_cls": 0.0006718263653056056, "loss_rpn_loc": 0.0019270305056124926, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5477931152563542, "total_loss": 0.050746551773784176}
{"data_time": 0.004298721440136433, "eta_seconds": 13857.861645168858, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41951219512195126, "fast_rcnn/fg_cls_accuracy": 0.5804878048780489, "iteration": 214459, "loss_box_reg": 0.006838783840066753, "loss_cls": 0.04354178439825773, "loss_rpn_cls": 0.000531616877367469, "loss_rpn_loc": 0.0021021369939262513, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.545965917641297, "total_loss": 0.054011726809505944}
{"data_time": 0.0046911637764424086, "eta_seconds": 13847.010181525955, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.2129032258064516, "fast_rcnn/fg_cls_accuracy": 0.7870967741935484, "iteration": 214479, "loss_box_reg": 0.007553540373919532, "loss_cls": 0.04084175400203094, "loss_rpn_cls": 0.0006241008128426984, "loss_rpn_loc": 0.0016479990081279539, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444083034526557, "total_loss": 0.05191608381085189}
{"data_time": 0.004143978701904416, "eta_seconds": 13840.810129763559, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2795163584637269, "fast_rcnn/fg_cls_accuracy": 0.7204836415362732, "iteration": 214499, "loss_box_reg": 0.007010227651335299, "loss_cls": 0.04386312892893329, "loss_rpn_cls": 0.001032850899150617, "loss_rpn_loc": 0.0019891625015588943, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5448518211487681, "total_loss": 0.05391329986784399}
{"data_time": 0.004273391328752041, "eta_seconds": 13829.955018097535, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.31326530612244896, "fast_rcnn/fg_cls_accuracy": 0.6867346938775509, "iteration": 214519, "loss_box_reg": 0.0068900421902071685, "loss_cls": 0.04037447302835062, "loss_rpn_cls": 0.0005972633595092702, "loss_rpn_loc": 0.0024556014122936176, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5423743485007435, "total_loss": 0.05186698707507276}
{"data_time": 0.004824081435799599, "eta_seconds": 13820.78096767771, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4333616298811545, "fast_rcnn/fg_cls_accuracy": 0.5666383701188455, "iteration": 214539, "loss_box_reg": 0.006674940057564527, "loss_cls": 0.04107258198200725, "loss_rpn_cls": 0.0007603695047464498, "loss_rpn_loc": 0.0020091088426852366, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5483435180503875, "total_loss": 0.05029708310803471}
{"data_time": 0.003730964148417115, "eta_seconds": 13809.313917246182, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.475801382778127, "fast_rcnn/fg_cls_accuracy": 0.524198617221873, "iteration": 214559, "loss_box_reg": 0.006853240978671238, "loss_cls": 0.04130460775922984, "loss_rpn_cls": 0.0006378327352649649, "loss_rpn_loc": 0.0021676525930161006, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392423528246582, "total_loss": 0.05220571948655106}
{"data_time": 0.004030796466395259, "eta_seconds": 13799.644995756214, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.37393162393162394, "fast_rcnn/fg_cls_accuracy": 0.6260683760683761, "iteration": 214579, "loss_box_reg": 0.00666634805384092, "loss_cls": 0.04064749868120998, "loss_rpn_cls": 0.0005983089381516038, "loss_rpn_loc": 0.001816844756831415, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5402133758179843, "total_loss": 0.05342472654771768}
{"data_time": 0.004102077102288604, "eta_seconds": 13791.145795857534, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24147727272727273, "fast_rcnn/fg_cls_accuracy": 0.6960227272727273, "iteration": 214599, "loss_box_reg": 0.006943851956748404, "loss_cls": 0.039273956848774105, "loss_rpn_cls": 0.0007859493910586934, "loss_rpn_loc": 0.0018789356536217383, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5425004384014755, "total_loss": 0.04994439073888657}
{"data_time": 0.004484557546675205, "eta_seconds": 13777.931223684689, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24583333333333335, "fast_rcnn/fg_cls_accuracy": 0.6875, "iteration": 214619, "loss_box_reg": 0.006590875098481774, "loss_cls": 0.040242833783850074, "loss_rpn_cls": 0.000755220799419476, "loss_rpn_loc": 0.00203499042072508, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.53976218868047, "total_loss": 0.049885535137946135}
{"data_time": 0.003980335779488087, "eta_seconds": 13766.498806852615, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46256684491978606, "fast_rcnn/fg_cls_accuracy": 0.5374331550802138, "iteration": 214639, "loss_box_reg": 0.006504376098746434, "loss_cls": 0.04416596732335165, "loss_rpn_cls": 0.0010466897134620012, "loss_rpn_loc": 0.0018915699001809116, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5386595190502703, "total_loss": 0.052833739938478175}
{"data_time": 0.004664916777983308, "eta_seconds": 13756.566174749052, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3508771929824561, "fast_rcnn/fg_cls_accuracy": 0.6491228070175439, "iteration": 214659, "loss_box_reg": 0.007016781863057986, "loss_cls": 0.041948552476242185, "loss_rpn_cls": 0.0004495626803873165, "loss_rpn_loc": 0.0016683330923115136, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5451758820563555, "total_loss": 0.051172770432856396}
{"data_time": 0.004840032896026969, "eta_seconds": 13744.539315873291, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3110795454545454, "fast_rcnn/fg_cls_accuracy": 0.6889204545454546, "iteration": 214679, "loss_box_reg": 0.0071427666989620775, "loss_cls": 0.04284890933195129, "loss_rpn_cls": 0.0005238870513721849, "loss_rpn_loc": 0.0020651240811275784, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5423943379428238, "total_loss": 0.05369150965020708}
{"data_time": 0.004404982551932335, "eta_seconds": 13733.322252279613, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4608843537414966, "fast_rcnn/fg_cls_accuracy": 0.5391156462585034, "iteration": 214699, "loss_box_reg": 0.00680908837239258, "loss_cls": 0.042481560027226806, "loss_rpn_cls": 0.0006264452284767685, "loss_rpn_loc": 0.0014303576608654112, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.543866791529581, "total_loss": 0.05128920076469967}
{"data_time": 0.004752687644213438, "eta_seconds": 13722.466300141532, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3385365853658536, "fast_rcnn/fg_cls_accuracy": 0.6370731707317073, "iteration": 214719, "loss_box_reg": 0.0069874998880550265, "loss_cls": 0.04342541564255953, "loss_rpn_cls": 0.0008877308822548002, "loss_rpn_loc": 0.0018038334219454555, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394602851010859, "total_loss": 0.05518236864600112}
{"data_time": 0.004546317970380187, "eta_seconds": 13710.232551403344, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23291050035236083, "fast_rcnn/fg_cls_accuracy": 0.6720142602495545, "iteration": 214739, "loss_box_reg": 0.006467298386269249, "loss_cls": 0.04093957130680792, "loss_rpn_cls": 0.0007038728306696385, "loss_rpn_loc": 0.002088472232571803, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.541556082200259, "total_loss": 0.05216507137416215}
{"data_time": 0.004436105955392122, "eta_seconds": 13699.37769011408, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.26260504201680673, "fast_rcnn/fg_cls_accuracy": 0.6830759330759331, "iteration": 214759, "loss_box_reg": 0.007274372968822718, "loss_cls": 0.04259850084781647, "loss_rpn_cls": 0.0010357572916745994, "loss_rpn_loc": 0.0021988595890434226, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391648940276355, "total_loss": 0.055847577206805}
{"data_time": 0.0041986736468970776, "eta_seconds": 13689.898443727288, "fast_rcnn/cls_accuracy": 0.9853515625, "fast_rcnn/false_negative": 0.22162162162162163, "fast_rcnn/fg_cls_accuracy": 0.7783783783783784, "iteration": 214779, "loss_box_reg": 0.0065841912146424875, "loss_cls": 0.041514360811561346, "loss_rpn_cls": 0.0011224309332646953, "loss_rpn_loc": 0.001653833573072916, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5474246139638126, "total_loss": 0.05183144215018842}
{"data_time": 0.0045884710270911455, "eta_seconds": 13677.667967535555, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17624521072796934, "fast_rcnn/fg_cls_accuracy": 0.7293103448275862, "iteration": 214799, "loss_box_reg": 0.006954444630537182, "loss_cls": 0.041456424340140074, "loss_rpn_cls": 0.0006993502016712227, "loss_rpn_loc": 0.0019357804776518606, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5480131045915186, "total_loss": 0.051419206664263584}
{"data_time": 0.004503365606069565, "eta_seconds": 13665.078312679892, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34755067567567566, "fast_rcnn/fg_cls_accuracy": 0.6524493243243243, "iteration": 214819, "loss_box_reg": 0.007150939229177311, "loss_cls": 0.04119557299418375, "loss_rpn_cls": 0.0005330667592247096, "loss_rpn_loc": 0.00206328597778338, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5421158492099494, "total_loss": 0.05260832203470045}
{"data_time": 0.0041238253470510244, "eta_seconds": 13654.224829249782, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25677655677655675, "fast_rcnn/fg_cls_accuracy": 0.7432234432234432, "iteration": 214839, "loss_box_reg": 0.006805284938309342, "loss_cls": 0.04402831138577312, "loss_rpn_cls": 0.0007236273415855976, "loss_rpn_loc": 0.0018941674279631115, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542843219358474, "total_loss": 0.05446553336537363}
{"data_time": 0.004611098440364003, "eta_seconds": 13643.371345819673, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4516994633273703, "fast_rcnn/fg_cls_accuracy": 0.5483005366726297, "iteration": 214859, "loss_box_reg": 0.006764690799172968, "loss_cls": 0.04280046941130422, "loss_rpn_cls": 0.0006677509619805733, "loss_rpn_loc": 0.0016968299805739662, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5410912809893489, "total_loss": 0.05368478974548907}
{"data_time": 0.004650866379961371, "eta_seconds": 13636.768221731298, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33204633204633205, "fast_rcnn/fg_cls_accuracy": 0.667953667953668, "iteration": 214879, "loss_box_reg": 0.006428316773963161, "loss_cls": 0.04124688624870032, "loss_rpn_cls": 0.001087313439029458, "loss_rpn_loc": 0.0017584919041837566, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398586369119585, "total_loss": 0.050911639111859586}
{"data_time": 0.0040855007246136665, "eta_seconds": 13630.447206838522, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4237012987012987, "fast_rcnn/fg_cls_accuracy": 0.545995670995671, "iteration": 214899, "loss_box_reg": 0.0071192512405104935, "loss_cls": 0.042017500032670796, "loss_rpn_cls": 0.0009635567431587333, "loss_rpn_loc": 0.0019458939896139782, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5519816291052848, "total_loss": 0.052356433084128184}
{"data_time": 0.0037772534415125847, "eta_seconds": 13614.508756542346, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3527027027027027, "fast_rcnn/fg_cls_accuracy": 0.6434511434511434, "iteration": 214919, "loss_box_reg": 0.0061086220521247014, "loss_cls": 0.04191188461845741, "loss_rpn_cls": 0.00128717667496403, "loss_rpn_loc": 0.0019218247252865694, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5396051958668977, "total_loss": 0.05074731420069156}
{"data_time": 0.0051298681646585464, "eta_seconds": 13601.683938510716, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4964102564102564, "fast_rcnn/fg_cls_accuracy": 0.5035897435897436, "iteration": 214939, "loss_box_reg": 0.00696702633285895, "loss_cls": 0.04310792428441346, "loss_rpn_cls": 0.00047477360402581326, "loss_rpn_loc": 0.0021208179314271547, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5365712507627904, "total_loss": 0.05408816274967876}
{"data_time": 0.004419993842020631, "eta_seconds": 13592.194874484558, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2829861111111111, "fast_rcnn/fg_cls_accuracy": 0.7170138888888888, "iteration": 214959, "loss_box_reg": 0.00772124991635792, "loss_cls": 0.041316780843771994, "loss_rpn_cls": 0.0005425188082881505, "loss_rpn_loc": 0.002318912545888452, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5515801231376827, "total_loss": 0.05187376160310464}
{"data_time": 0.004525020252913237, "eta_seconds": 13582.28377959202, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3855218855218855, "fast_rcnn/fg_cls_accuracy": 0.6038961038961039, "iteration": 214979, "loss_box_reg": 0.007845358777558431, "loss_cls": 0.0400394550524652, "loss_rpn_cls": 0.0005666710935656738, "loss_rpn_loc": 0.0017750748284015572, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5428107073530555, "total_loss": 0.05112252518142668}
{"data_time": 0.004280955530703068, "eta_seconds": 13572.783562865341, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24791666666666667, "fast_rcnn/fg_cls_accuracy": 0.6851851851851851, "iteration": 214999, "loss_box_reg": 0.007018215401330963, "loss_cls": 0.04320590302813798, "loss_rpn_cls": 0.0011379956737300745, "loss_rpn_loc": 0.0017714027744659688, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542451735585928, "total_loss": 0.053452021506871006}
{"data_time": 0.004375949036329985, "eta_seconds": 13558.264493353665, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.37340301974448314, "fast_rcnn/fg_cls_accuracy": 0.6265969802555169, "iteration": 215019, "loss_box_reg": 0.006938953301869333, "loss_cls": 0.04284810938406736, "loss_rpn_cls": 0.0006749011464535215, "loss_rpn_loc": 0.0015356337898992933, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5340297964867204, "total_loss": 0.053550398938455146}
{"data_time": 0.004449374740943313, "eta_seconds": 13544.832259880146, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4630630630630631, "fast_rcnn/fg_cls_accuracy": 0.536936936936937, "iteration": 215039, "loss_box_reg": 0.00661981018492952, "loss_cls": 0.0386088194209151, "loss_rpn_cls": 0.0008280476238837764, "loss_rpn_loc": 0.0019860390202666167, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414853971451521, "total_loss": 0.04922148390778602}
{"data_time": 0.00437216111458838, "eta_seconds": 13536.55477077514, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.47213622291021673, "fast_rcnn/fg_cls_accuracy": 0.5278637770897833, "iteration": 215059, "loss_box_reg": 0.006964484928175807, "loss_cls": 0.042096538469195366, "loss_rpn_cls": 0.0006445989832855048, "loss_rpn_loc": 0.001611612793567474, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5460597628261894, "total_loss": 0.05167428620177361}
{"data_time": 0.0045547885820269585, "eta_seconds": 13521.279522880912, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4665621734587252, "fast_rcnn/fg_cls_accuracy": 0.517797552836485, "iteration": 215079, "loss_box_reg": 0.006787120073568076, "loss_cls": 0.041197743092197925, "loss_rpn_cls": 0.0008743011776459753, "loss_rpn_loc": 0.0017549468975630589, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384584399871528, "total_loss": 0.051440634466189294}
{"data_time": 0.003876590635627508, "eta_seconds": 13513.129544658354, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.280792420327304, "fast_rcnn/fg_cls_accuracy": 0.719207579672696, "iteration": 215099, "loss_box_reg": 0.00791709813347552, "loss_cls": 0.041809722082689404, "loss_rpn_cls": 0.0005443177353754436, "loss_rpn_loc": 0.001559391314003733, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.543421623064205, "total_loss": 0.0517082055314404}
{"data_time": 0.0043900455348193645, "eta_seconds": 13501.42107520043, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3107638888888889, "fast_rcnn/fg_cls_accuracy": 0.6794763513513513, "iteration": 215119, "loss_box_reg": 0.006948072026716545, "loss_cls": 0.044023245107382536, "loss_rpn_cls": 0.0008703316015044038, "loss_rpn_loc": 0.0018773571664496558, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341104611288756, "total_loss": 0.05467295441553688}
{"data_time": 0.004369411850348115, "eta_seconds": 13485.569773398573, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.44315245478036175, "fast_rcnn/fg_cls_accuracy": 0.5568475452196382, "iteration": 215139, "loss_box_reg": 0.0065614813938736916, "loss_cls": 0.04001007415354252, "loss_rpn_cls": 0.0013499576832600724, "loss_rpn_loc": 0.00204021246645425, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354476000647992, "total_loss": 0.05357871878175047}
{"data_time": 0.003975746221840382, "eta_seconds": 13474.72099839081, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4545454545454546, "fast_rcnn/fg_cls_accuracy": 0.5454545454545454, "iteration": 215159, "loss_box_reg": 0.00667494282242842, "loss_cls": 0.04223891079891473, "loss_rpn_cls": 0.0008873830455513598, "loss_rpn_loc": 0.002126200033671921, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54172568093054, "total_loss": 0.05157896383963134}
{"data_time": 0.00452345609664917, "eta_seconds": 13463.872223383049, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3564705882352941, "fast_rcnn/fg_cls_accuracy": 0.6366666666666667, "iteration": 215179, "loss_box_reg": 0.006064743793103844, "loss_cls": 0.04240958741866052, "loss_rpn_cls": 0.0012729024186910465, "loss_rpn_loc": 0.0013222966408648062, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443645012564957, "total_loss": 0.051726465229648966}
{"data_time": 0.004007523413747549, "eta_seconds": 13447.534145524492, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.301994301994302, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 215199, "loss_box_reg": 0.006600500404601917, "loss_cls": 0.04063627903815359, "loss_rpn_cls": 0.0006700354510940087, "loss_rpn_loc": 0.002079575260722777, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5358697869814932, "total_loss": 0.05132710039538324}
{"data_time": 0.004294647136703134, "eta_seconds": 13435.676947605563, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 215219, "loss_box_reg": 0.007274728559423238, "loss_cls": 0.0395666882104706, "loss_rpn_cls": 0.000961594451723613, "loss_rpn_loc": 0.0017661947949818568, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5435089967213571, "total_loss": 0.05108344536034792}
{"data_time": 0.004388514906167984, "eta_seconds": 13425.845448866254, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18417874396135264, "fast_rcnn/fg_cls_accuracy": 0.7711988304093567, "iteration": 215239, "loss_box_reg": 0.006928743881871924, "loss_cls": 0.04286899708677083, "loss_rpn_cls": 0.0008207284859054198, "loss_rpn_loc": 0.0019732283863049815, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5421004863455892, "total_loss": 0.0525779427616726}
{"data_time": 0.0037654750049114227, "eta_seconds": 13413.520747964736, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4685494223363286, "fast_rcnn/fg_cls_accuracy": 0.5314505776636713, "iteration": 215259, "loss_box_reg": 0.006856773077743128, "loss_cls": 0.04077266633976251, "loss_rpn_cls": 0.0009276028737303932, "loss_rpn_loc": 0.0022120325520518236, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361161979380995, "total_loss": 0.05173342806438086}
{"data_time": 0.0044710945803672075, "eta_seconds": 13402.677596315276, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.38227513227513227, "fast_rcnn/fg_cls_accuracy": 0.6177248677248677, "iteration": 215279, "loss_box_reg": 0.007152854916057549, "loss_cls": 0.03986284520942718, "loss_rpn_cls": 0.00102497436705562, "loss_rpn_loc": 0.0023481663192796987, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5391526115126908, "total_loss": 0.05253482729926873}
{"data_time": 0.0048103234730660915, "eta_seconds": 13391.834444665816, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4669331395348837, "fast_rcnn/fg_cls_accuracy": 0.5330668604651163, "iteration": 215299, "loss_box_reg": 0.008081627514911816, "loss_cls": 0.04337721597403288, "loss_rpn_cls": 0.0009654272507759742, "loss_rpn_loc": 0.0018481954939488787, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5400701239705086, "total_loss": 0.05553168491303495}
{"data_time": 0.00395909883081913, "eta_seconds": 13380.624781685416, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4987315010570824, "fast_rcnn/fg_cls_accuracy": 0.48200442967884827, "iteration": 215319, "loss_box_reg": 0.007420625915983692, "loss_cls": 0.041153577680233866, "loss_rpn_cls": 0.0006203175848895626, "loss_rpn_loc": 0.0023011138509900775, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5414457630831748, "total_loss": 0.053846955470703506}
{"data_time": 0.00457727094180882, "eta_seconds": 13367.961357192835, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2817273795534665, "fast_rcnn/fg_cls_accuracy": 0.7074030552291422, "iteration": 215339, "loss_box_reg": 0.0074585968686733395, "loss_cls": 0.04201786546036601, "loss_rpn_cls": 0.0003964618846339363, "loss_rpn_loc": 0.0018286026133864652, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382691398262978, "total_loss": 0.05226352294243952}
{"data_time": 0.004216824192553759, "eta_seconds": 13358.118185210973, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4478221415607986, "fast_rcnn/fg_cls_accuracy": 0.5521778584392014, "iteration": 215359, "loss_box_reg": 0.006923385662958026, "loss_cls": 0.041557454445865005, "loss_rpn_cls": 0.0008095076016161329, "loss_rpn_loc": 0.0020808469143958064, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5441617914475501, "total_loss": 0.05245587988690659}
{"data_time": 0.004310414893552661, "eta_seconds": 13345.48360878462, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6578947368421053, "iteration": 215379, "loss_box_reg": 0.007198848557891324, "loss_cls": 0.04165777959860861, "loss_rpn_cls": 0.000621358276475803, "loss_rpn_loc": 0.0014333000435726717, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5343842299189419, "total_loss": 0.05152549222395919}
{"data_time": 0.003810698166489601, "eta_seconds": 13336.433808464557, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.6657738095238095, "iteration": 215399, "loss_box_reg": 0.006483207325800322, "loss_cls": 0.04085714905522764, "loss_rpn_cls": 0.0005508641723963592, "loss_rpn_loc": 0.0018249584063596558, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5397392408922315, "total_loss": 0.05334156810670265}
{"data_time": 0.004142544232308865, "eta_seconds": 13320.56056361692, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2760910815939279, "fast_rcnn/fg_cls_accuracy": 0.7239089184060721, "iteration": 215419, "loss_box_reg": 0.006962754894630052, "loss_cls": 0.04127891222015023, "loss_rpn_cls": 0.0013579549979283456, "loss_rpn_loc": 0.0018567608431112603, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5391631335951388, "total_loss": 0.051925869233969024}
{"data_time": 0.004003879381343722, "eta_seconds": 13303.602181158727, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4307017543859649, "fast_rcnn/fg_cls_accuracy": 0.5692982456140351, "iteration": 215439, "loss_box_reg": 0.006981774437008426, "loss_cls": 0.04238507358240895, "loss_rpn_cls": 0.0006210572744294041, "loss_rpn_loc": 0.002132305653503863, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407830229960382, "total_loss": 0.052248326265726064}
{"data_time": 0.0044398384634405375, "eta_seconds": 13282.884388448205, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36438923395445133, "fast_rcnn/fg_cls_accuracy": 0.6356107660455487, "iteration": 215459, "loss_box_reg": 0.006887660245411098, "loss_cls": 0.042155624949373305, "loss_rpn_cls": 0.0008531790743973033, "loss_rpn_loc": 0.0017229676923307125, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410365704447031, "total_loss": 0.05230473844221706}
{"data_time": 0.004665310960263014, "eta_seconds": 13269.686949495226, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.373546511627907, "fast_rcnn/fg_cls_accuracy": 0.626453488372093, "iteration": 215479, "loss_box_reg": 0.006718069053022191, "loss_cls": 0.043463511392474174, "loss_rpn_cls": 0.0008810472834284155, "loss_rpn_loc": 0.0020831800775340525, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5331389249768108, "total_loss": 0.05338666707143602}
{"data_time": 0.003963633440434933, "eta_seconds": 13259.347651794786, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35890151515151514, "fast_rcnn/fg_cls_accuracy": 0.6410984848484849, "iteration": 215499, "loss_box_reg": 0.008383998152567074, "loss_cls": 0.039979633409529924, "loss_rpn_cls": 0.0008857902804493278, "loss_rpn_loc": 0.0020513184535957407, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5429259401280433, "total_loss": 0.05211956447669763}
{"data_time": 0.004499448463320732, "eta_seconds": 13249.182956665056, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4388888888888889, "fast_rcnn/fg_cls_accuracy": 0.5611111111111111, "iteration": 215519, "loss_box_reg": 0.006585656185052358, "loss_cls": 0.039667754201218486, "loss_rpn_cls": 0.0004918490985801327, "loss_rpn_loc": 0.001722169607091928, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438293174374849, "total_loss": 0.05024788072714159}
{"data_time": 0.004227485507726669, "eta_seconds": 13237.217587847263, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2217741935483871, "fast_rcnn/fg_cls_accuracy": 0.7782258064516129, "iteration": 215539, "loss_box_reg": 0.006470393142080866, "loss_cls": 0.03845769813051447, "loss_rpn_cls": 0.001044952743200156, "loss_rpn_loc": 0.0022203589469427243, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.541171042714268, "total_loss": 0.05062751566157431}
{"data_time": 0.0043847665656358, "eta_seconds": 13226.8771053229, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3944805194805195, "fast_rcnn/fg_cls_accuracy": 0.6055194805194806, "iteration": 215559, "loss_box_reg": 0.00755385824595578, "loss_cls": 0.04215412956546061, "loss_rpn_cls": 0.0004522347819602146, "loss_rpn_loc": 0.002289821110025514, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398677671328187, "total_loss": 0.05406575777510625}
{"data_time": 0.004234781488776207, "eta_seconds": 13216.05358983227, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4291666666666667, "fast_rcnn/fg_cls_accuracy": 0.5708333333333333, "iteration": 215579, "loss_box_reg": 0.0074057063611689955, "loss_cls": 0.0432009135838598, "loss_rpn_cls": 0.0008076839467321406, "loss_rpn_loc": 0.0019262612077000085, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.541040379088372, "total_loss": 0.05519690796853638}
{"data_time": 0.00401005451567471, "eta_seconds": 13203.979086051462, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.20761494252873564, "fast_rcnn/fg_cls_accuracy": 0.7923850574712643, "iteration": 215599, "loss_box_reg": 0.006943315456737764, "loss_cls": 0.0425280129420571, "loss_rpn_cls": 0.0008279802917741108, "loss_rpn_loc": 0.0018780445461743511, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5369616879615933, "total_loss": 0.053814474094451725}
{"data_time": 0.003905386431142688, "eta_seconds": 13193.156595919048, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.31687014428412874, "fast_rcnn/fg_cls_accuracy": 0.6537180910099889, "iteration": 215619, "loss_box_reg": 0.006535072869155556, "loss_cls": 0.04158086166717112, "loss_rpn_cls": 0.0009755719292456888, "loss_rpn_loc": 0.0019498071997077204, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380947641097009, "total_loss": 0.051816160254247734}
{"data_time": 0.0040700784884393215, "eta_seconds": 13183.102535283426, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3939393939393939, "fast_rcnn/fg_cls_accuracy": 0.5909090909090909, "iteration": 215639, "loss_box_reg": 0.0073015680245589465, "loss_cls": 0.04109044186770916, "loss_rpn_cls": 0.0009690961588262326, "loss_rpn_loc": 0.0017544978181831539, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5389355234801769, "total_loss": 0.05182515112153396}
{"data_time": 0.004177037626504898, "eta_seconds": 13166.77600545832, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6754385964912281, "iteration": 215659, "loss_box_reg": 0.006182253855513409, "loss_cls": 0.041142904781736434, "loss_rpn_cls": 0.0011462630591267953, "loss_rpn_loc": 0.0016226495445152977, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373170969542116, "total_loss": 0.05119702001047699}
{"data_time": 0.004028614843264222, "eta_seconds": 13155.95740638231, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3249528598365808, "fast_rcnn/fg_cls_accuracy": 0.6750471401634193, "iteration": 215679, "loss_box_reg": 0.0065649655589368194, "loss_cls": 0.03960437001660466, "loss_rpn_cls": 0.0009135834025073564, "loss_rpn_loc": 0.0022874625647091307, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412458686623722, "total_loss": 0.0529018252505864}
{"data_time": 0.0037329010665416718, "eta_seconds": 13139.208384583704, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3513719512195122, "fast_rcnn/fg_cls_accuracy": 0.6364329268292683, "iteration": 215699, "loss_box_reg": 0.007063884200761095, "loss_cls": 0.04154948255745694, "loss_rpn_cls": 0.001256752421568308, "loss_rpn_loc": 0.002040082790699671, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.528429392259568, "total_loss": 0.05246389703029308}
{"data_time": 0.0042244887445122, "eta_seconds": 13131.477104787715, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.296875, "fast_rcnn/fg_cls_accuracy": 0.6819556451612903, "iteration": 215719, "loss_box_reg": 0.007421567730489187, "loss_cls": 0.04339655442163348, "loss_rpn_cls": 0.0005250355726502676, "loss_rpn_loc": 0.002211660130342352, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424487395212054, "total_loss": 0.054767297805142334}
{"data_time": 0.0038170439656823874, "eta_seconds": 13118.922571788076, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24444444444444444, "fast_rcnn/fg_cls_accuracy": 0.7555555555555555, "iteration": 215739, "loss_box_reg": 0.006919429753907025, "loss_cls": 0.03964920635917224, "loss_rpn_cls": 0.0007019529363105903, "loss_rpn_loc": 0.002138977426511701, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357112900819629, "total_loss": 0.0530399791293803}
{"data_time": 0.003951439401134849, "eta_seconds": 13110.90497139655, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37595907928388744, "fast_rcnn/fg_cls_accuracy": 0.6240409207161126, "iteration": 215759, "loss_box_reg": 0.0069219552096910775, "loss_cls": 0.04115820664446801, "loss_rpn_cls": 0.0010863694006957303, "loss_rpn_loc": 0.00195176676788833, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541889630490914, "total_loss": 0.05194369767127682}
{"data_time": 0.003944576485082507, "eta_seconds": 13095.743489301298, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.547911547911548, "fast_rcnn/fg_cls_accuracy": 0.4520884520884521, "iteration": 215779, "loss_box_reg": 0.007013648981228471, "loss_cls": 0.04155396640999243, "loss_rpn_cls": 0.00042461229395485134, "loss_rpn_loc": 0.0017220103145518806, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.535502937156707, "total_loss": 0.05263304956019965}
{"data_time": 0.004330649971961975, "eta_seconds": 13073.93462800607, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.27095238095238094, "fast_rcnn/fg_cls_accuracy": 0.729047619047619, "iteration": 215799, "loss_box_reg": 0.007611856912262738, "loss_cls": 0.03933807910652831, "loss_rpn_cls": 0.0008371473177248845, "loss_rpn_loc": 0.0020401887722982792, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5331911894027144, "total_loss": 0.05113306395503514}
{"data_time": 0.00432710163295269, "eta_seconds": 13061.052389610093, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38800904977375567, "fast_rcnn/fg_cls_accuracy": 0.6119909502262444, "iteration": 215819, "loss_box_reg": 0.007391000050120056, "loss_cls": 0.04193759697955102, "loss_rpn_cls": 0.0008584059735312621, "loss_rpn_loc": 0.0021098225315654417, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5382259583566338, "total_loss": 0.053643820488332494}
{"data_time": 0.004148458130657673, "eta_seconds": 13041.816147896694, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.42820512820512824, "fast_rcnn/fg_cls_accuracy": 0.5055555555555555, "iteration": 215839, "loss_box_reg": 0.006989435263676569, "loss_cls": 0.0418335204012692, "loss_rpn_cls": 0.0011301933162712885, "loss_rpn_loc": 0.001577181708853459, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5364986842032522, "total_loss": 0.052578450893747686}
{"data_time": 0.0039058199618011713, "eta_seconds": 13029.071040719049, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34672830725462306, "fast_rcnn/fg_cls_accuracy": 0.653271692745377, "iteration": 215859, "loss_box_reg": 0.006765792175428942, "loss_cls": 0.0413425833103247, "loss_rpn_cls": 0.000967102282857013, "loss_rpn_loc": 0.0017315630102530122, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5412014788016677, "total_loss": 0.0509870259481886}
{"data_time": 0.003981787944212556, "eta_seconds": 13015.770562918158, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3913773796192609, "fast_rcnn/fg_cls_accuracy": 0.6086226203807391, "iteration": 215879, "loss_box_reg": 0.006904947629664093, "loss_cls": 0.040405973501037806, "loss_rpn_cls": 0.000651102840834028, "loss_rpn_loc": 0.0021528629658860154, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5371178290806711, "total_loss": 0.051655244492167185}
{"data_time": 0.004071450559422374, "eta_seconds": 12999.67758943187, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5599078341013825, "iteration": 215899, "loss_box_reg": 0.007619463023729622, "loss_cls": 0.0442048633703962, "loss_rpn_cls": 0.0006934218591823083, "loss_rpn_loc": 0.0018415766971884295, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.53856818145141, "total_loss": 0.05540762689230405}
{"data_time": 0.0037388503551483154, "eta_seconds": 12986.937115513952, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5483870967741935, "fast_rcnn/fg_cls_accuracy": 0.4516129032258065, "iteration": 215919, "loss_box_reg": 0.007225793509860523, "loss_cls": 0.04401576111558825, "loss_rpn_cls": 0.0012648293238726183, "loss_rpn_loc": 0.0022844027953397017, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5279243884142488, "total_loss": 0.054799223050736146}
{"data_time": 0.004010495264083147, "eta_seconds": 12975.632161571179, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3335907335907336, "fast_rcnn/fg_cls_accuracy": 0.6664092664092665, "iteration": 215939, "loss_box_reg": 0.006545369804371148, "loss_cls": 0.04021470178849995, "loss_rpn_cls": 0.0005265916031476081, "loss_rpn_loc": 0.0014965518021199387, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341791887767613, "total_loss": 0.04932740835738514}
{"data_time": 0.0035952688194811344, "eta_seconds": 12964.211553109577, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3153153153153153, "fast_rcnn/fg_cls_accuracy": 0.6472868217054264, "iteration": 215959, "loss_box_reg": 0.007033572575892322, "loss_cls": 0.041508381022140384, "loss_rpn_cls": 0.0004576505136810738, "loss_rpn_loc": 0.0016902179522730876, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5544468997977674, "total_loss": 0.05094767730588501}
{"data_time": 0.003793768584728241, "eta_seconds": 12953.426468002377, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38255360623781676, "fast_rcnn/fg_cls_accuracy": 0.6174463937621832, "iteration": 215979, "loss_box_reg": 0.006871160614537075, "loss_cls": 0.04142049606889486, "loss_rpn_cls": 0.0005647614243571297, "loss_rpn_loc": 0.001477270223404048, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429230879526585, "total_loss": 0.05196981665699241}
{"data_time": 0.004353369819000363, "eta_seconds": 12943.623039652128, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.6583333333333333, "fast_rcnn/fg_cls_accuracy": 0.3416666666666667, "iteration": 215999, "loss_box_reg": 0.006707940920023248, "loss_cls": 0.04300090769538656, "loss_rpn_cls": 0.000685039368534035, "loss_rpn_loc": 0.002335011424293043, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412249094806612, "total_loss": 0.053328174848672916}
{"data_time": 0.004258087137714028, "eta_seconds": 12932.837136531714, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.45454545454545453, "fast_rcnn/fg_cls_accuracy": 0.5454545454545454, "iteration": 216019, "loss_box_reg": 0.007674598804442212, "loss_cls": 0.04121205839328468, "loss_rpn_cls": 0.0006608166123385217, "loss_rpn_loc": 0.0017904964297486003, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5342312830034643, "total_loss": 0.052096351247257644}
{"data_time": 0.004094681004062295, "eta_seconds": 12922.051233411301, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4120583717357911, "fast_rcnn/fg_cls_accuracy": 0.5879416282642089, "iteration": 216039, "loss_box_reg": 0.007229309121612459, "loss_cls": 0.04351771326037124, "loss_rpn_cls": 0.0007724252411662746, "loss_rpn_loc": 0.0019165048925060546, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5434645619243383, "total_loss": 0.052574990179209635}
{"data_time": 0.0041226844768971205, "eta_seconds": 12908.769059300423, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5200757575757575, "fast_rcnn/fg_cls_accuracy": 0.4799242424242424, "iteration": 216059, "loss_box_reg": 0.006936757999937981, "loss_cls": 0.038315294368658215, "loss_rpn_cls": 0.0009315855759837177, "loss_rpn_loc": 0.0018460206338204443, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5339164505712688, "total_loss": 0.04996209711609367}
{"data_time": 0.003927659243345261, "eta_seconds": 12895.161216488108, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.47947454844006565, "fast_rcnn/fg_cls_accuracy": 0.5205254515599343, "iteration": 216079, "loss_box_reg": 0.007122741109924391, "loss_cls": 0.041833162191323936, "loss_rpn_cls": 0.0008003093925026405, "loss_rpn_loc": 0.0016370966186514124, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5295401618350297, "total_loss": 0.052824767746983525}
{"data_time": 0.003944790223613381, "eta_seconds": 12877.245666040108, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.31081081081081086, "fast_rcnn/fg_cls_accuracy": 0.6891891891891893, "iteration": 216099, "loss_box_reg": 0.006473048837506212, "loss_cls": 0.041923372889868915, "loss_rpn_cls": 0.00124519222725894, "loss_rpn_loc": 0.0019524639847077196, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5301980241201818, "total_loss": 0.0534117115523145}
{"data_time": 0.003828219138085842, "eta_seconds": 12870.819901454262, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3839285714285714, "fast_rcnn/fg_cls_accuracy": 0.6160714285714286, "iteration": 216119, "loss_box_reg": 0.006860215129563585, "loss_cls": 0.042520904215052724, "loss_rpn_cls": 0.0009877633086716742, "loss_rpn_loc": 0.001814679639210226, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5311293515842408, "total_loss": 0.05461728245134623}
{"data_time": 0.004263044334948063, "eta_seconds": 12860.92201873567, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3184589800443459, "fast_rcnn/fg_cls_accuracy": 0.6815410199556542, "iteration": 216139, "loss_box_reg": 0.007541984814452007, "loss_cls": 0.04087949058157392, "loss_rpn_cls": 0.0006870822572864199, "loss_rpn_loc": 0.002128162839653669, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.538574144942686, "total_loss": 0.051634703149844086}
{"data_time": 0.0036491421051323414, "eta_seconds": 12850.142150315456, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.5046808510638298, "fast_rcnn/fg_cls_accuracy": 0.4953191489361702, "iteration": 216159, "loss_box_reg": 0.007373019427177496, "loss_cls": 0.0412989481119439, "loss_rpn_cls": 0.0006458766978312269, "loss_rpn_loc": 0.0022194116172613576, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5433412457350641, "total_loss": 0.05232152207042873}
{"data_time": 0.004248114302754402, "eta_seconds": 12834.767578109866, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4364973262032086, "fast_rcnn/fg_cls_accuracy": 0.5521390374331551, "iteration": 216179, "loss_box_reg": 0.007826763991033658, "loss_cls": 0.04272571683395654, "loss_rpn_cls": 0.0012187127296385825, "loss_rpn_loc": 0.0017431003725505434, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5370796599891037, "total_loss": 0.05406875066171324}
{"data_time": 0.0036647485103458166, "eta_seconds": 12819.521384133026, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3833333333333333, "fast_rcnn/fg_cls_accuracy": 0.6166666666666667, "iteration": 216199, "loss_box_reg": 0.007166280542151071, "loss_cls": 0.040951922186650336, "loss_rpn_cls": 0.0005339255328635772, "loss_rpn_loc": 0.0015709266644989839, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.533788587898016, "total_loss": 0.0512758280866592}
{"data_time": 0.003727832343429327, "eta_seconds": 12807.36503727967, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4255185417976116, "fast_rcnn/fg_cls_accuracy": 0.5744814582023885, "iteration": 216219, "loss_box_reg": 0.007607734383782372, "loss_cls": 0.04135479294927791, "loss_rpn_cls": 0.0009223032612055704, "loss_rpn_loc": 0.002221742293841089, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395529617089778, "total_loss": 0.05244770495460216}
{"data_time": 0.003872342174872756, "eta_seconds": 12795.19006771245, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22486772486772486, "fast_rcnn/fg_cls_accuracy": 0.7751322751322751, "iteration": 216239, "loss_box_reg": 0.006914728379342705, "loss_cls": 0.039638460642891005, "loss_rpn_cls": 0.0010427450735051025, "loss_rpn_loc": 0.0021705723156628665, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448447878006846, "total_loss": 0.05228571885072597}
{"data_time": 0.004074709489941597, "eta_seconds": 12786.147195837926, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41562313655336913, "fast_rcnn/fg_cls_accuracy": 0.5843768634466309, "iteration": 216259, "loss_box_reg": 0.006624620989896357, "loss_cls": 0.039688921184279025, "loss_rpn_cls": 0.0005357414054287801, "loss_rpn_loc": 0.0027343385154381394, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5472356574609876, "total_loss": 0.04990855325542043}
{"data_time": 0.0037848870269954205, "eta_seconds": 12773.156429947587, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2638888888888889, "fast_rcnn/fg_cls_accuracy": 0.7361111111111112, "iteration": 216279, "loss_box_reg": 0.006571937614353374, "loss_cls": 0.04104150552302599, "loss_rpn_cls": 0.0009480617532062752, "loss_rpn_loc": 0.0014775679410377052, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5341253622900695, "total_loss": 0.051770656041327356}
{"data_time": 0.0044365935027599335, "eta_seconds": 12762.386937573785, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.21546732837055416, "fast_rcnn/fg_cls_accuracy": 0.7845326716294458, "iteration": 216299, "loss_box_reg": 0.006508839869638905, "loss_cls": 0.042184141697362065, "loss_rpn_cls": 0.0011642484006415543, "loss_rpn_loc": 0.002146668248315109, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394192626699805, "total_loss": 0.05308266878785162}
{"data_time": 0.0036052390933036804, "eta_seconds": 12750.964087224333, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.31143934632306725, "fast_rcnn/fg_cls_accuracy": 0.6885606536769328, "iteration": 216319, "loss_box_reg": 0.006867961259558797, "loss_cls": 0.043096582317957655, "loss_rpn_cls": 0.0011254349662408458, "loss_rpn_loc": 0.0017027804315148387, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443818643689156, "total_loss": 0.05501519822337286}
{"data_time": 0.0038106036372482777, "eta_seconds": 12741.34052405809, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26456876456876455, "fast_rcnn/fg_cls_accuracy": 0.7354312354312355, "iteration": 216339, "loss_box_reg": 0.006803976517403498, "loss_cls": 0.0420559688936919, "loss_rpn_cls": 0.0008209492293644871, "loss_rpn_loc": 0.0019559491047402844, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5399559680372477, "total_loss": 0.0535277274859709}
{"data_time": 0.004089033929631114, "eta_seconds": 12730.570615327219, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4696691176470588, "fast_rcnn/fg_cls_accuracy": 0.5303308823529411, "iteration": 216359, "loss_box_reg": 0.007764986963593401, "loss_cls": 0.04065790958702564, "loss_rpn_cls": 0.0020095585091439716, "loss_rpn_loc": 0.0018134372403437737, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396771950181574, "total_loss": 0.05207517078019919}
{"data_time": 0.004015643382444978, "eta_seconds": 12719.800706596347, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.16019061583577712, "fast_rcnn/fg_cls_accuracy": 0.8125, "iteration": 216379, "loss_box_reg": 0.006744533326127566, "loss_cls": 0.04309070948511362, "loss_rpn_cls": 0.0007003970894174927, "loss_rpn_loc": 0.0018474974986020243, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5346962884068489, "total_loss": 0.053563388509701326}
{"data_time": 0.004113746108487248, "eta_seconds": 12707.289673722116, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4294969512195122, "fast_rcnn/fg_cls_accuracy": 0.5705030487804879, "iteration": 216399, "loss_box_reg": 0.007045616424875334, "loss_cls": 0.04083766014082357, "loss_rpn_cls": 0.0006097652892549377, "loss_rpn_loc": 0.0016565378900850192, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361062919255346, "total_loss": 0.05168663204267432}
{"data_time": 0.003833601949736476, "eta_seconds": 12696.52124045766, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33716216216216216, "fast_rcnn/fg_cls_accuracy": 0.6378378378378378, "iteration": 216419, "loss_box_reg": 0.006946489840629511, "loss_cls": 0.04224479501135647, "loss_rpn_cls": 0.0010555215732210854, "loss_rpn_loc": 0.0017867115820990875, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540238129440695, "total_loss": 0.05239373938275094}
{"data_time": 0.0038559711538255215, "eta_seconds": 12686.350443777395, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25089285714285714, "fast_rcnn/fg_cls_accuracy": 0.7395833333333333, "iteration": 216439, "loss_box_reg": 0.007153085811296478, "loss_cls": 0.04141046985751018, "loss_rpn_cls": 0.0008971330578617653, "loss_rpn_loc": 0.0016637639546388527, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412054259795696, "total_loss": 0.05062709719652503}
{"data_time": 0.004474742570891976, "eta_seconds": 12673.057757241419, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.25535714285714284, "fast_rcnn/fg_cls_accuracy": 0.6805273833671399, "iteration": 216459, "loss_box_reg": 0.006849189492641017, "loss_cls": 0.041284814913524315, "loss_rpn_cls": 0.0009957880838555866, "loss_rpn_loc": 0.0018470030518074054, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5381791675463319, "total_loss": 0.052049308673872474}
{"data_time": 0.004034481942653656, "eta_seconds": 12663.465831369162, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.38480392156862747, "fast_rcnn/fg_cls_accuracy": 0.6151960784313726, "iteration": 216479, "loss_box_reg": 0.00686502100143116, "loss_cls": 0.04137604095740244, "loss_rpn_cls": 0.0007294065244991543, "loss_rpn_loc": 0.0019572338878788287, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5382719819899648, "total_loss": 0.05095895418025975}
{"data_time": 0.003571887733414769, "eta_seconds": 12649.917159751058, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.27801120448179273, "fast_rcnn/fg_cls_accuracy": 0.7219887955182074, "iteration": 216499, "loss_box_reg": 0.006449815875384957, "loss_cls": 0.04297030280577019, "loss_rpn_cls": 0.000888446455292069, "loss_rpn_loc": 0.0018882933763961773, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.538466528756544, "total_loss": 0.052269528713480895}
{"data_time": 0.003949812380596995, "eta_seconds": 12632.864274891559, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3548644338118022, "fast_rcnn/fg_cls_accuracy": 0.6451355661881978, "iteration": 216519, "loss_box_reg": 0.006876905768876895, "loss_cls": 0.041562342434190214, "loss_rpn_cls": 0.0006124864707715005, "loss_rpn_loc": 0.002286500252012047, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5336776715703309, "total_loss": 0.05110490574963933}
{"data_time": 0.003838640172034502, "eta_seconds": 12619.054215408396, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3718166383701188, "fast_rcnn/fg_cls_accuracy": 0.6281833616298811, "iteration": 216539, "loss_box_reg": 0.007819984457455575, "loss_cls": 0.040668333997018635, "loss_rpn_cls": 0.0008611832654423779, "loss_rpn_loc": 0.0017190768285217928, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.537752550560981, "total_loss": 0.05221001065183373}
{"data_time": 0.0039091825019568205, "eta_seconds": 12608.29674197128, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7083333333333333, "iteration": 216559, "loss_box_reg": 0.006893471669172868, "loss_cls": 0.04138322360813618, "loss_rpn_cls": 0.0010118550522975056, "loss_rpn_loc": 0.0023692315280641196, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5413498168345541, "total_loss": 0.05300649966500259}
{"data_time": 0.004869517404586077, "eta_seconds": 12594.803685810417, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4502587694077056, "fast_rcnn/fg_cls_accuracy": 0.5497412305922944, "iteration": 216579, "loss_box_reg": 0.006950019276700914, "loss_cls": 0.041521377046592534, "loss_rpn_cls": 0.0005286795797871946, "loss_rpn_loc": 0.0018151503809349379, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361957766581327, "total_loss": 0.05206090704172084}
{"data_time": 0.00381729518994689, "eta_seconds": 12585.034231069963, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3416666666666667, "fast_rcnn/fg_cls_accuracy": 0.6583333333333333, "iteration": 216599, "loss_box_reg": 0.007880611374275759, "loss_cls": 0.041908374580089, "loss_rpn_cls": 0.0006202185717256725, "loss_rpn_loc": 0.002017083483224269, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397012615576386, "total_loss": 0.053168719625205085}
{"data_time": 0.004145273705944419, "eta_seconds": 12578.611869544024, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6785714285714286, "iteration": 216619, "loss_box_reg": 0.006081481842556968, "loss_cls": 0.04000913226627745, "loss_rpn_cls": 0.0007832498688458145, "loss_rpn_loc": 0.0017137969934992725, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5476338285952806, "total_loss": 0.05113737497467241}
{"data_time": 0.004273083992302418, "eta_seconds": 12567.852182730334, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.275, "fast_rcnn/fg_cls_accuracy": 0.6576923076923077, "iteration": 216639, "loss_box_reg": 0.007199887535534799, "loss_cls": 0.042359911603853106, "loss_rpn_cls": 0.0011667817504985578, "loss_rpn_loc": 0.0018039578080788488, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5369866150431335, "total_loss": 0.05268095083488333}
{"data_time": 0.003985563991591334, "eta_seconds": 12560.23657157761, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4635897435897436, "fast_rcnn/fg_cls_accuracy": 0.5364102564102564, "iteration": 216659, "loss_box_reg": 0.00651331951667089, "loss_cls": 0.03949311573524028, "loss_rpn_cls": 0.000662061215052745, "loss_rpn_loc": 0.0018104248993040528, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5385880640242249, "total_loss": 0.048317721955527304}
{"data_time": 0.003620915347710252, "eta_seconds": 12545.21765500633, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4338153503893215, "fast_rcnn/fg_cls_accuracy": 0.5661846496106786, "iteration": 216679, "loss_box_reg": 0.006983261177083477, "loss_cls": 0.0387376636499539, "loss_rpn_cls": 0.0007458204991053208, "loss_rpn_loc": 0.001870469664936536, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5336496005766094, "total_loss": 0.05122797122248812}
{"data_time": 0.004481540760025382, "eta_seconds": 12541.657019026112, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.41056910569105687, "fast_rcnn/fg_cls_accuracy": 0.589430894308943, "iteration": 216699, "loss_box_reg": 0.007023434533039108, "loss_cls": 0.041554739902494475, "loss_rpn_cls": 0.0006426360766909056, "loss_rpn_loc": 0.0022331353902700357, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5379138649441302, "total_loss": 0.05217967468249185}
{"data_time": 0.0038616841193288565, "eta_seconds": 12524.813435475575, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.46212121212121215, "fast_rcnn/fg_cls_accuracy": 0.4772727272727273, "iteration": 216719, "loss_box_reg": 0.006801910407375544, "loss_cls": 0.0401032009976916, "loss_rpn_cls": 0.0008177399552096176, "loss_rpn_loc": 0.0022342352131090593, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5302439793013036, "total_loss": 0.05133194501382832}
{"data_time": 0.0037831240333616734, "eta_seconds": 12509.74237207463, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49583333333333335, "fast_rcnn/fg_cls_accuracy": 0.5035087719298246, "iteration": 216739, "loss_box_reg": 0.007098548143403605, "loss_cls": 0.04240131319966167, "loss_rpn_cls": 0.0006201321332355292, "loss_rpn_loc": 0.0015680209089623531, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5313190678134561, "total_loss": 0.05336672574230761}
{"data_time": 0.004247436532750726, "eta_seconds": 12495.344718941487, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4844155844155844, "fast_rcnn/fg_cls_accuracy": 0.5155844155844156, "iteration": 216759, "loss_box_reg": 0.006681299797492102, "loss_cls": 0.039296333940001205, "loss_rpn_cls": 0.0011167898162511847, "loss_rpn_loc": 0.0018698038311413256, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5358254401944578, "total_loss": 0.05074636960745238}
{"data_time": 0.0041616265662014484, "eta_seconds": 12490.648647873662, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.46640316205533594, "fast_rcnn/fg_cls_accuracy": 0.5335968379446641, "iteration": 216779, "loss_box_reg": 0.006866907031508163, "loss_cls": 0.042140556033700705, "loss_rpn_cls": 0.0006143395517028694, "loss_rpn_loc": 0.001781011658749776, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5457015761639923, "total_loss": 0.05178109358519123}
{"data_time": 0.0043553817085921764, "eta_seconds": 12490.022217652528, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3707070707070707, "fast_rcnn/fg_cls_accuracy": 0.6208133971291866, "iteration": 216799, "loss_box_reg": 0.007083595090080053, "loss_cls": 0.043383110576542094, "loss_rpn_cls": 0.0006819590835220879, "loss_rpn_loc": 0.0019977388801635243, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5518027124926448, "total_loss": 0.05313505170454391}
{"data_time": 0.0041927730198949575, "eta_seconds": 12477.067566114943, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.48380355276907006, "fast_rcnn/fg_cls_accuracy": 0.51619644723093, "iteration": 216819, "loss_box_reg": 0.007040342170512304, "loss_cls": 0.040797288762405515, "loss_rpn_cls": 0.0012028630890199565, "loss_rpn_loc": 0.00219279050543264, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5331465268973261, "total_loss": 0.05213301632454659}
{"data_time": 0.0040600961074233055, "eta_seconds": 12466.302657296415, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2096004770423375, "fast_rcnn/fg_cls_accuracy": 0.7903995229576626, "iteration": 216839, "loss_box_reg": 0.007260315876919776, "loss_cls": 0.04044552647974342, "loss_rpn_cls": 0.0005620603498073251, "loss_rpn_loc": 0.0015771029338793596, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.534623725572601, "total_loss": 0.0507882627480285}
{"data_time": 0.0041241447906941175, "eta_seconds": 12449.495627779746, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.33708333333333335, "fast_rcnn/fg_cls_accuracy": 0.6629166666666667, "iteration": 216859, "loss_box_reg": 0.007545647531514987, "loss_cls": 0.04129115253454074, "loss_rpn_cls": 0.000883952202684668, "loss_rpn_loc": 0.0025368707538291346, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334556351881474, "total_loss": 0.05305285617566824}
{"data_time": 0.003936436027288437, "eta_seconds": 12438.735940966057, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4545454545454546, "fast_rcnn/fg_cls_accuracy": 0.5454545454545454, "iteration": 216879, "loss_box_reg": 0.006984205421758816, "loss_cls": 0.0432184147357475, "loss_rpn_cls": 0.0005493296345093768, "loss_rpn_loc": 0.001847517794885789, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5412374795414507, "total_loss": 0.05370366575635899}
{"data_time": 0.0037208821158856153, "eta_seconds": 12420.074796793051, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24696969696969695, "fast_rcnn/fg_cls_accuracy": 0.7530303030303029, "iteration": 216899, "loss_box_reg": 0.006588591160834767, "loss_cls": 0.04213356121908873, "loss_rpn_cls": 0.0006879612374177668, "loss_rpn_loc": 0.0017760972732503433, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5345765580423176, "total_loss": 0.053717833867949594}
{"data_time": 0.004033784847706556, "eta_seconds": 12415.34220927488, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5710685483870968, "fast_rcnn/fg_cls_accuracy": 0.42893145161290325, "iteration": 216919, "loss_box_reg": 0.006989890651311725, "loss_cls": 0.03875214621075429, "loss_rpn_cls": 0.0006775822108693319, "loss_rpn_loc": 0.0018861725893657422, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5407882230356336, "total_loss": 0.04925659971991081}
{"data_time": 0.0037733744829893112, "eta_seconds": 12406.456880524987, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 216939, "loss_box_reg": 0.006547337776282802, "loss_cls": 0.04166571772657335, "loss_rpn_cls": 0.0006600139440706698, "loss_rpn_loc": 0.0018985321767104324, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372964239213616, "total_loss": 0.05166459852432581}
{"data_time": 0.004232781007885933, "eta_seconds": 12393.662435286446, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 216959, "loss_box_reg": 0.006811791827203706, "loss_cls": 0.0406492268666625, "loss_rpn_cls": 0.0006032995339637637, "loss_rpn_loc": 0.0022701043235429097, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392679183278233, "total_loss": 0.051132624835531715}
{"data_time": 0.004104434046894312, "eta_seconds": 12380.670613796916, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3785790031813362, "fast_rcnn/fg_cls_accuracy": 0.5881316098707403, "iteration": 216979, "loss_box_reg": 0.006436115450924262, "loss_cls": 0.04283069682423957, "loss_rpn_cls": 0.0006101604749346734, "loss_rpn_loc": 0.0015100180899025872, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400476544164121, "total_loss": 0.05216234531150121}
{"data_time": 0.004526491044089198, "eta_seconds": 12366.310566687025, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.27941176470588236, "fast_rcnn/fg_cls_accuracy": 0.7205882352941176, "iteration": 216999, "loss_box_reg": 0.006637474929448217, "loss_cls": 0.04020097211468965, "loss_rpn_cls": 0.0007776265040320141, "loss_rpn_loc": 0.002048883548923186, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5406613529194146, "total_loss": 0.049757178366064636}
{"data_time": 0.004763762000948191, "eta_seconds": 12358.190662380308, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32986111111111116, "fast_rcnn/fg_cls_accuracy": 0.6340277777777779, "iteration": 217019, "loss_box_reg": 0.006637120008235797, "loss_cls": 0.04073659295681864, "loss_rpn_cls": 0.000847257323272288, "loss_rpn_loc": 0.0016467464247398311, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5367889190092683, "total_loss": 0.05093047865176459}
{"data_time": 0.004422127269208431, "eta_seconds": 12341.474108980969, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41527777777777775, "fast_rcnn/fg_cls_accuracy": 0.5625, "iteration": 217039, "loss_box_reg": 0.007243742293212563, "loss_cls": 0.041319729352835566, "loss_rpn_cls": 0.0012678081938872765, "loss_rpn_loc": 0.002256834337458713, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384327236097306, "total_loss": 0.05150631512589143}
{"data_time": 0.00394023722037673, "eta_seconds": 12336.680387523025, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.43779904306220097, "fast_rcnn/fg_cls_accuracy": 0.562200956937799, "iteration": 217059, "loss_box_reg": 0.007602592319017276, "loss_cls": 0.03848907584324479, "loss_rpn_cls": 0.00040739283360835543, "loss_rpn_loc": 0.0015795404597156448, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416200126055628, "total_loss": 0.048290172189723535}
{"data_time": 0.00407118396833539, "eta_seconds": 12325.925250094384, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2562724014336918, "fast_rcnn/fg_cls_accuracy": 0.7437275985663083, "iteration": 217079, "loss_box_reg": 0.006852198363048956, "loss_cls": 0.04448105691699311, "loss_rpn_cls": 0.0010240021970275848, "loss_rpn_loc": 0.0022677227370877517, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341481550130993, "total_loss": 0.05588933906199145}
{"data_time": 0.004176720045506954, "eta_seconds": 12312.546336581, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23928571428571427, "fast_rcnn/fg_cls_accuracy": 0.7279411764705883, "iteration": 217099, "loss_box_reg": 0.006843543771537952, "loss_cls": 0.04550196556374431, "loss_rpn_cls": 0.0010894768292928347, "loss_rpn_loc": 0.001908411144540878, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5324421338737011, "total_loss": 0.05794171089314659}
{"data_time": 0.00413629156537354, "eta_seconds": 12307.5990704305, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5058243727598566, "fast_rcnn/fg_cls_accuracy": 0.47804659498207885, "iteration": 217119, "loss_box_reg": 0.007359404073213227, "loss_cls": 0.040085661807097495, "loss_rpn_cls": 0.0008373582421370429, "loss_rpn_loc": 0.0022712021545885364, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5386201585642993, "total_loss": 0.04992114328501884}
{"data_time": 0.004064297070726752, "eta_seconds": 12298.277991913026, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3542319749216301, "fast_rcnn/fg_cls_accuracy": 0.64576802507837, "iteration": 217139, "loss_box_reg": 0.0065319325076416135, "loss_cls": 0.040004349255468696, "loss_rpn_cls": 0.0005919713788102854, "loss_rpn_loc": 0.0019331304283696227, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425648165401071, "total_loss": 0.049724403206028}
{"data_time": 0.003773486940190196, "eta_seconds": 12283.84777761763, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.38235294117647056, "fast_rcnn/fg_cls_accuracy": 0.6176470588235294, "iteration": 217159, "loss_box_reg": 0.007272443326655775, "loss_cls": 0.041328345774672925, "loss_rpn_cls": 0.0006476167313849146, "loss_rpn_loc": 0.002077610384731088, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538749348372221, "total_loss": 0.05313134862353763}
{"data_time": 0.004655890399590135, "eta_seconds": 12275.325308609521, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.49195075757575757, "fast_rcnn/fg_cls_accuracy": 0.5080492424242424, "iteration": 217179, "loss_box_reg": 0.006970258706132881, "loss_cls": 0.04192098439671099, "loss_rpn_cls": 0.0005506890118454066, "loss_rpn_loc": 0.001647923900236492, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5418146147858351, "total_loss": 0.05290014788317876}
{"data_time": 0.004220417933538556, "eta_seconds": 12268.348698535701, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.36175710594315247, "fast_rcnn/fg_cls_accuracy": 0.6382428940568475, "iteration": 217199, "loss_box_reg": 0.00699890629039146, "loss_cls": 0.04279582353774458, "loss_rpn_cls": 0.0009954105966016868, "loss_rpn_loc": 0.0015808015814400278, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404892121441662, "total_loss": 0.052103525085499314}
{"data_time": 0.0037389579229056835, "eta_seconds": 12253.809467395535, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3649587494572297, "fast_rcnn/fg_cls_accuracy": 0.6350412505427703, "iteration": 217219, "loss_box_reg": 0.006985045270994306, "loss_cls": 0.040989345172420144, "loss_rpn_cls": 0.0010125671462901664, "loss_rpn_loc": 0.0024806919500406366, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5330608659423888, "total_loss": 0.05429142381058227}
{"data_time": 0.004154537571594119, "eta_seconds": 12245.06157831964, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 217239, "loss_box_reg": 0.007092024534358643, "loss_cls": 0.04195766383782029, "loss_rpn_cls": 0.0006780858791444189, "loss_rpn_loc": 0.00194515605471679, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5424998688977212, "total_loss": 0.050734916268552865}
{"data_time": 0.004318762570619583, "eta_seconds": 12233.722926122835, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46610845295055825, "fast_rcnn/fg_cls_accuracy": 0.5338915470494419, "iteration": 217259, "loss_box_reg": 0.007108732883352786, "loss_cls": 0.044763222947949544, "loss_rpn_cls": 0.0006013697453681743, "loss_rpn_loc": 0.0018467747686372604, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368397037964314, "total_loss": 0.05444908813296934}
{"data_time": 0.004248881479725242, "eta_seconds": 12230.251330644824, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4186507936507936, "fast_rcnn/fg_cls_accuracy": 0.5813492063492063, "iteration": 217279, "loss_box_reg": 0.006711453490424901, "loss_cls": 0.04065002780407667, "loss_rpn_cls": 0.0008389548539753378, "loss_rpn_loc": 0.002161824540962698, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5428691990673542, "total_loss": 0.05136314632483163}
{"data_time": 0.004103032173588872, "eta_seconds": 12217.161486912053, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.39360119047619047, "fast_rcnn/fg_cls_accuracy": 0.6063988095238095, "iteration": 217299, "loss_box_reg": 0.006720715115079656, "loss_cls": 0.04006811711587943, "loss_rpn_cls": 0.0009613391080449674, "loss_rpn_loc": 0.001809676918128389, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53935835394077, "total_loss": 0.04995882799542528}
{"data_time": 0.003853023983538151, "eta_seconds": 12202.022831064882, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2527821939586645, "fast_rcnn/fg_cls_accuracy": 0.722007722007722, "iteration": 217319, "loss_box_reg": 0.006777288057492115, "loss_cls": 0.04034798755310476, "loss_rpn_cls": 0.0006180305210818915, "loss_rpn_loc": 0.0016064928586274618, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5399370277300477, "total_loss": 0.05234223612194455}
{"data_time": 0.0047202636487782, "eta_seconds": 12191.263144251192, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4980330448465775, "fast_rcnn/fg_cls_accuracy": 0.5019669551534225, "iteration": 217339, "loss_box_reg": 0.006828453653724864, "loss_cls": 0.04141314985463396, "loss_rpn_cls": 0.0005825054132060359, "loss_rpn_loc": 0.0017204159930770402, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425134084653109, "total_loss": 0.05023622764696256}
{"data_time": 0.004207598743960261, "eta_seconds": 12174.114687910303, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5217225609756098, "fast_rcnn/fg_cls_accuracy": 0.47827743902439024, "iteration": 217359, "loss_box_reg": 0.007046968865324743, "loss_cls": 0.04086024779826403, "loss_rpn_cls": 0.0005396843129119588, "loss_rpn_loc": 0.0015775604806549381, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5289501678198576, "total_loss": 0.05238269408482665}
{"data_time": 0.004042834974825382, "eta_seconds": 12169.743770623812, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3833333333333333, "fast_rcnn/fg_cls_accuracy": 0.6166666666666667, "iteration": 217379, "loss_box_reg": 0.0063803468947298825, "loss_cls": 0.041070353938266635, "loss_rpn_cls": 0.0009478815309194033, "loss_rpn_loc": 0.0019802692550001666, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5404654198791832, "total_loss": 0.05184012255824655}
{"data_time": 0.004629665520042181, "eta_seconds": 12165.776885816595, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.31993355481727576, "fast_rcnn/fg_cls_accuracy": 0.6607387140902873, "iteration": 217399, "loss_box_reg": 0.007784883433487266, "loss_cls": 0.0436707166954875, "loss_rpn_cls": 0.0004940044605064031, "loss_rpn_loc": 0.0017358247368974844, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5415720783639699, "total_loss": 0.05580330811312706}
{"data_time": 0.0041228963527828455, "eta_seconds": 12159.128137787338, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.18157423971377462, "fast_rcnn/fg_cls_accuracy": 0.8184257602862254, "iteration": 217419, "loss_box_reg": 0.006797535694204271, "loss_cls": 0.041075281566008925, "loss_rpn_cls": 0.0006927707660793203, "loss_rpn_loc": 0.0024278810396936024, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5411285583395511, "total_loss": 0.051465525204093865}
{"data_time": 0.004116253927350044, "eta_seconds": 12149.54026877624, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.326555023923445, "fast_rcnn/fg_cls_accuracy": 0.6582934609250399, "iteration": 217439, "loss_box_reg": 0.006591407989617437, "loss_cls": 0.03824177375645377, "loss_rpn_cls": 0.000804409063903222, "loss_rpn_loc": 0.0017456439691159176, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454115357715636, "total_loss": 0.048525921440159436}
{"data_time": 0.004417787306010723, "eta_seconds": 12138.891651963815, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.35984848484848486, "fast_rcnn/fg_cls_accuracy": 0.6401515151515151, "iteration": 217459, "loss_box_reg": 0.006717845782986842, "loss_cls": 0.042690262431278825, "loss_rpn_cls": 0.0004857888918650133, "loss_rpn_loc": 0.0016153073665918782, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5449971691705287, "total_loss": 0.052881756179033346}
{"data_time": 0.004161945544183254, "eta_seconds": 12130.264591026586, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.34210526315789475, "fast_rcnn/fg_cls_accuracy": 0.6578947368421053, "iteration": 217479, "loss_box_reg": 0.007883510566898622, "loss_cls": 0.040757627692073584, "loss_rpn_cls": 0.0008022280668456006, "loss_rpn_loc": 0.0018908733491116436, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454632574692369, "total_loss": 0.0489364900676037}
{"data_time": 0.004402758786454797, "eta_seconds": 12121.894369947724, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34597030752916225, "fast_rcnn/fg_cls_accuracy": 0.6385017421602788, "iteration": 217499, "loss_box_reg": 0.006904262903844938, "loss_cls": 0.03936132130911574, "loss_rpn_cls": 0.000588708664679416, "loss_rpn_loc": 0.0030806142549408833, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 248.75, "rpn/num_pos_anchors": 7.25, "time": 0.5425683530047536, "total_loss": 0.050483723721214346}
{"data_time": 0.0041251154616475105, "eta_seconds": 12111.119831598364, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41290726817042606, "fast_rcnn/fg_cls_accuracy": 0.587092731829574, "iteration": 217519, "loss_box_reg": 0.006615367921767756, "loss_cls": 0.04302713961806148, "loss_rpn_cls": 0.0007306862021323468, "loss_rpn_loc": 0.0021443885707412846, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5358487591147423, "total_loss": 0.05332550827927207}
{"data_time": 0.004403381375595927, "eta_seconds": 12100.255323054269, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32671957671957674, "fast_rcnn/fg_cls_accuracy": 0.637218045112782, "iteration": 217539, "loss_box_reg": 0.006954601587494835, "loss_cls": 0.04435427559656091, "loss_rpn_cls": 0.00047073589743718003, "loss_rpn_loc": 0.0019093278897344135, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5372387699317187, "total_loss": 0.05470024343088653}
{"data_time": 0.003866122104227543, "eta_seconds": 12087.174978341442, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4064064064064064, "fast_rcnn/fg_cls_accuracy": 0.5935935935935936, "iteration": 217559, "loss_box_reg": 0.007031391462078318, "loss_cls": 0.040049491566605866, "loss_rpn_cls": 0.0006600942441536972, "loss_rpn_loc": 0.002421362001769012, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.537258145166561, "total_loss": 0.05336597133441501}
{"data_time": 0.004140313947573304, "eta_seconds": 12078.706406580284, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.23863636363636365, "fast_rcnn/fg_cls_accuracy": 0.7613636363636364, "iteration": 217579, "loss_box_reg": 0.0066933195339515805, "loss_cls": 0.04028476026724093, "loss_rpn_cls": 0.0006494725829497838, "loss_rpn_loc": 0.001761854477081215, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5450614204164594, "total_loss": 0.05103094853978973}
{"data_time": 0.004162282915785909, "eta_seconds": 12070.971179567976, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.32069874752801586, "fast_rcnn/fg_cls_accuracy": 0.6793012524719841, "iteration": 217599, "loss_box_reg": 0.007367504687863402, "loss_cls": 0.04029569937847555, "loss_rpn_cls": 0.0009831169645053706, "loss_rpn_loc": 0.00151313585229218, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436223023571074, "total_loss": 0.05176564092744229}
{"data_time": 0.003928224090486765, "eta_seconds": 12059.07217187807, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4616477272727273, "fast_rcnn/fg_cls_accuracy": 0.5248842592592593, "iteration": 217619, "loss_box_reg": 0.007180002081440762, "loss_cls": 0.04346230498049408, "loss_rpn_cls": 0.0012374313944292226, "loss_rpn_loc": 0.0013262391585158184, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392001571599394, "total_loss": 0.053484390150970285}
{"data_time": 0.004815300926566124, "eta_seconds": 12048.742242062232, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.47853535353535354, "fast_rcnn/fg_cls_accuracy": 0.5214646464646464, "iteration": 217639, "loss_box_reg": 0.007090793136740103, "loss_cls": 0.04052609228529036, "loss_rpn_cls": 0.0009553950288818669, "loss_rpn_loc": 0.0023061249230522662, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5405845805071294, "total_loss": 0.05253766377109059}
{"data_time": 0.004187792772427201, "eta_seconds": 12037.519833426923, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.303030303030303, "fast_rcnn/fg_cls_accuracy": 0.6875, "iteration": 217659, "loss_box_reg": 0.00650867995864246, "loss_cls": 0.041414337436435744, "loss_rpn_cls": 0.0007664939979576957, "loss_rpn_loc": 0.0014990380987001117, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5343965364154428, "total_loss": 0.05131151478127549}
{"data_time": 0.003895148867741227, "eta_seconds": 12032.972148916218, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3558558558558559, "fast_rcnn/fg_cls_accuracy": 0.6308108108108108, "iteration": 217679, "loss_box_reg": 0.007137047228752635, "loss_cls": 0.040893036231864244, "loss_rpn_cls": 0.001100845493056113, "loss_rpn_loc": 0.0022894891335454304, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5447865328751504, "total_loss": 0.052525261063976814}
{"data_time": 0.003943267511203885, "eta_seconds": 12023.57270273217, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4308823529411765, "fast_rcnn/fg_cls_accuracy": 0.5691176470588235, "iteration": 217699, "loss_box_reg": 0.007092216605087742, "loss_cls": 0.04373950767330825, "loss_rpn_cls": 0.0008576494094256759, "loss_rpn_loc": 0.001743835722663789, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406587738543749, "total_loss": 0.056022619715747624}
{"data_time": 0.004212695173919201, "eta_seconds": 12012.789712998318, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.5885416666666667, "iteration": 217719, "loss_box_reg": 0.00680832815123722, "loss_cls": 0.04168707586359233, "loss_rpn_cls": 0.0007864697870445525, "loss_rpn_loc": 0.001623554118850734, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5356743892189115, "total_loss": 0.05147837388318521}
{"data_time": 0.004141250625252724, "eta_seconds": 12004.254624544643, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.20868945868945868, "fast_rcnn/fg_cls_accuracy": 0.7913105413105412, "iteration": 217739, "loss_box_reg": 0.007387810837826692, "loss_cls": 0.040740350843407214, "loss_rpn_cls": 0.0006962850189893288, "loss_rpn_loc": 0.0025276464912167285, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5349132618866861, "total_loss": 0.05293588974200247}
{"data_time": 0.004405689891427755, "eta_seconds": 11989.104085361352, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.1812788398154252, "fast_rcnn/fg_cls_accuracy": 0.7508662508662509, "iteration": 217759, "loss_box_reg": 0.007592439098516479, "loss_cls": 0.040381537342909724, "loss_rpn_cls": 0.0008140667605402996, "loss_rpn_loc": 0.0023990868394321296, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5344707164913416, "total_loss": 0.05027710501792626}
{"data_time": 0.00405279197730124, "eta_seconds": 11975.973548943875, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.446843853820598, "fast_rcnn/fg_cls_accuracy": 0.5305997552019583, "iteration": 217779, "loss_box_reg": 0.006935025827260688, "loss_cls": 0.04145690787117928, "loss_rpn_cls": 0.0007044961555493501, "loss_rpn_loc": 0.0016179692711375537, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542802581563592, "total_loss": 0.05072250112243637}
{"data_time": 0.004547901917248964, "eta_seconds": 11960.953298551962, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3683510638297872, "fast_rcnn/fg_cls_accuracy": 0.6316489361702128, "iteration": 217799, "loss_box_reg": 0.006577771244337782, "loss_cls": 0.04240722628310323, "loss_rpn_cls": 0.0004984031836272607, "loss_rpn_loc": 0.001744230197800789, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5360254051629454, "total_loss": 0.05048194580885479}
{"data_time": 0.00400836206972599, "eta_seconds": 11951.753126925556, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.47737068965517243, "fast_rcnn/fg_cls_accuracy": 0.5226293103448276, "iteration": 217819, "loss_box_reg": 0.0075132388737984, "loss_cls": 0.04273300780914724, "loss_rpn_cls": 0.0004327933340846357, "loss_rpn_loc": 0.001426541317414376, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5382100257556885, "total_loss": 0.053805079767244024}
{"data_time": 0.004036446800455451, "eta_seconds": 11943.636641831836, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.28530913216108905, "fast_rcnn/fg_cls_accuracy": 0.6988372093023256, "iteration": 217839, "loss_box_reg": 0.0069163851730991155, "loss_cls": 0.0427572003682144, "loss_rpn_cls": 0.0013939229330617309, "loss_rpn_loc": 0.0021794733984279446, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5490568964742124, "total_loss": 0.05278478116781571}
{"data_time": 0.003826744854450226, "eta_seconds": 11932.85767279449, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4534883720930233, "fast_rcnn/fg_cls_accuracy": 0.5465116279069767, "iteration": 217859, "loss_box_reg": 0.006781290081562474, "loss_cls": 0.042562443151837215, "loss_rpn_cls": 0.000729503823322375, "loss_rpn_loc": 0.001706653623841703, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5372030148282647, "total_loss": 0.05415929008574949}
{"data_time": 0.004133009351789951, "eta_seconds": 11918.981971945614, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2595785440613027, "fast_rcnn/fg_cls_accuracy": 0.7404214559386972, "iteration": 217879, "loss_box_reg": 0.007111279177479446, "loss_cls": 0.04184939758852124, "loss_rpn_cls": 0.0005741540949202317, "loss_rpn_loc": 0.0017564078079885803, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5308716229628772, "total_loss": 0.05225890060131633}
{"data_time": 0.004013091325759888, "eta_seconds": 11908.646853531478, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.6441441441441441, "iteration": 217899, "loss_box_reg": 0.0068675929214805365, "loss_cls": 0.040568453492596745, "loss_rpn_cls": 0.0007462610588291341, "loss_rpn_loc": 0.0016086350860859966, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5307194138877094, "total_loss": 0.04988613598550273}
{"data_time": 0.004223937634378672, "eta_seconds": 11897.870285182958, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.29380053908355797, "fast_rcnn/fg_cls_accuracy": 0.706199460916442, "iteration": 217919, "loss_box_reg": 0.006491097912658006, "loss_cls": 0.04145201726350933, "loss_rpn_cls": 0.0010284613481417182, "loss_rpn_loc": 0.0017213609517057193, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5447662179358304, "total_loss": 0.05237543350853002}
{"data_time": 0.0043826603796333075, "eta_seconds": 11886.653464268893, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3068181818181818, "fast_rcnn/fg_cls_accuracy": 0.6931818181818181, "iteration": 217939, "loss_box_reg": 0.006458514282712713, "loss_cls": 0.04330835130531341, "loss_rpn_cls": 0.0009680349379834752, "loss_rpn_loc": 0.0016362275564461015, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5369144964497536, "total_loss": 0.0532987872314834}
{"data_time": 0.004278841661289334, "eta_seconds": 11874.658959869295, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4356060606060606, "fast_rcnn/fg_cls_accuracy": 0.5419580419580419, "iteration": 217959, "loss_box_reg": 0.007245268803671934, "loss_cls": 0.04339483170770109, "loss_rpn_cls": 0.0011266466200368086, "loss_rpn_loc": 0.00213272517612495, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5342485695146024, "total_loss": 0.056754770586110226}
{"data_time": 0.0041299015283584595, "eta_seconds": 11865.101125817746, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.25037332005973123, "fast_rcnn/fg_cls_accuracy": 0.7496266799402689, "iteration": 217979, "loss_box_reg": 0.00660409772535786, "loss_cls": 0.03751045139506459, "loss_rpn_cls": 0.0006571867954505706, "loss_rpn_loc": 0.002163795474189101, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5425146254710853, "total_loss": 0.04971339551480014}
{"data_time": 0.004021827131509781, "eta_seconds": 11854.324956592172, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36061776061776063, "fast_rcnn/fg_cls_accuracy": 0.6393822393822394, "iteration": 217999, "loss_box_reg": 0.007321677971049212, "loss_cls": 0.04329439846333116, "loss_rpn_cls": 0.0009180484737498773, "loss_rpn_loc": 0.002001710379772703, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5419210826512426, "total_loss": 0.05527323019903463}
{"data_time": 0.0045490870252251625, "eta_seconds": 11843.367840648629, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37478777589134127, "fast_rcnn/fg_cls_accuracy": 0.6252122241086587, "iteration": 218019, "loss_box_reg": 0.0067392170312814415, "loss_cls": 0.042200421332381666, "loss_rpn_cls": 0.000490060109626711, "loss_rpn_loc": 0.0016867239901330322, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364686413668096, "total_loss": 0.05037866933466262}
{"data_time": 0.0043573344592005014, "eta_seconds": 11832.772618141025, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.43843843843843844, "fast_rcnn/fg_cls_accuracy": 0.553639846743295, "iteration": 218039, "loss_box_reg": 0.006772674445528537, "loss_cls": 0.04126109753269702, "loss_rpn_cls": 0.000662063720255901, "loss_rpn_loc": 0.0018834646325558424, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448038559406996, "total_loss": 0.05254514597538673}
{"data_time": 0.004165320890024304, "eta_seconds": 11822.346419470152, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5075757575757576, "fast_rcnn/fg_cls_accuracy": 0.49242424242424243, "iteration": 218059, "loss_box_reg": 0.007092502142768353, "loss_cls": 0.04063821758609265, "loss_rpn_cls": 0.0007306940929083794, "loss_rpn_loc": 0.0015852690921747126, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5407430182676762, "total_loss": 0.05198293456243164}
{"data_time": 0.004177769413217902, "eta_seconds": 11819.864635393722, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.36237373737373735, "fast_rcnn/fg_cls_accuracy": 0.6270053475935828, "iteration": 218079, "loss_box_reg": 0.007024752761935815, "loss_cls": 0.04304150666575879, "loss_rpn_cls": 0.0008529942047061922, "loss_rpn_loc": 0.0017164795481221518, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419832097832114, "total_loss": 0.05376827404012374}
{"data_time": 0.0038286871276795864, "eta_seconds": 11807.258070817683, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3181818181818182, "fast_rcnn/fg_cls_accuracy": 0.6818181818181819, "iteration": 218099, "loss_box_reg": 0.007458897365722805, "loss_cls": 0.04059097944991663, "loss_rpn_cls": 0.0009341419485622282, "loss_rpn_loc": 0.002221167891548248, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5324601868633181, "total_loss": 0.051158597150902096}
{"data_time": 0.004340625600889325, "eta_seconds": 11798.371352295158, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.30098684210526316, "fast_rcnn/fg_cls_accuracy": 0.6120543293718166, "iteration": 218119, "loss_box_reg": 0.006898320454638451, "loss_cls": 0.04076966183492914, "loss_rpn_cls": 0.0006401864119425227, "loss_rpn_loc": 0.002440592521452345, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5392140750773251, "total_loss": 0.050337716484989414}
{"data_time": 0.004195444518700242, "eta_seconds": 11787.587227847194, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.513157894736842, "fast_rcnn/fg_cls_accuracy": 0.458980044345898, "iteration": 218139, "loss_box_reg": 0.006481678967247717, "loss_cls": 0.042962830630131066, "loss_rpn_cls": 0.0009007028244241155, "loss_rpn_loc": 0.0017814052444009576, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.541048219660297, "total_loss": 0.0535282382776785}
{"data_time": 0.004067311063408852, "eta_seconds": 11774.910895608831, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.16282051282051282, "fast_rcnn/fg_cls_accuracy": 0.7871794871794873, "iteration": 218159, "loss_box_reg": 0.006794364890083671, "loss_cls": 0.041418380569666624, "loss_rpn_cls": 0.0007252075285180126, "loss_rpn_loc": 0.001676581041465397, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5334289765451103, "total_loss": 0.050010478411195436}
{"data_time": 0.004191619576886296, "eta_seconds": 11764.128503872547, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.37514619883040934, "fast_rcnn/fg_cls_accuracy": 0.6248538011695907, "iteration": 218179, "loss_box_reg": 0.006352867814712226, "loss_cls": 0.040659434627741575, "loss_rpn_cls": 0.0008328722895498686, "loss_rpn_loc": 0.0015275448404281633, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5402294925879687, "total_loss": 0.05031194809924955}
{"data_time": 0.004086719127371907, "eta_seconds": 11753.244471496437, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4297619047619048, "fast_rcnn/fg_cls_accuracy": 0.5702380952380952, "iteration": 218199, "loss_box_reg": 0.007171360703068785, "loss_cls": 0.042536320397630334, "loss_rpn_cls": 0.0008847109716043633, "loss_rpn_loc": 0.0017307860562141286, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538487360579893, "total_loss": 0.05395123887569753}
{"data_time": 0.004132309462875128, "eta_seconds": 11746.496638260083, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24621212121212122, "fast_rcnn/fg_cls_accuracy": 0.7537878787878788, "iteration": 218219, "loss_box_reg": 0.006747716048266739, "loss_cls": 0.041043360834009945, "loss_rpn_cls": 0.0010295904193071692, "loss_rpn_loc": 0.0017943524435395375, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5381191319320351, "total_loss": 0.052680937226000424}
{"data_time": 0.0036042158026248217, "eta_seconds": 11734.615650829859, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4176356589147287, "fast_rcnn/fg_cls_accuracy": 0.5823643410852714, "iteration": 218239, "loss_box_reg": 0.006785223406041041, "loss_cls": 0.04464044014457613, "loss_rpn_cls": 0.0006572194230898276, "loss_rpn_loc": 0.001877784110547509, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414463519118726, "total_loss": 0.054237529039255605}
{"data_time": 0.004109087400138378, "eta_seconds": 11725.812137385132, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24846813725490197, "fast_rcnn/fg_cls_accuracy": 0.6993055555555556, "iteration": 218259, "loss_box_reg": 0.007449743046890944, "loss_cls": 0.04268105927621946, "loss_rpn_cls": 0.0005646813386874783, "loss_rpn_loc": 0.0014978675735619618, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5446555924136192, "total_loss": 0.053491121679883236}
{"data_time": 0.004239009460434318, "eta_seconds": 11711.238127759425, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.18974358974358974, "fast_rcnn/fg_cls_accuracy": 0.7953488372093023, "iteration": 218279, "loss_box_reg": 0.007051038061035797, "loss_cls": 0.040969362074974924, "loss_rpn_cls": 0.0006860579576368764, "loss_rpn_loc": 0.0018953268545374158, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5346599894110113, "total_loss": 0.05217003040547752}
{"data_time": 0.004305404610931873, "eta_seconds": 11700.454795382684, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.44171554252199413, "fast_rcnn/fg_cls_accuracy": 0.5582844574780059, "iteration": 218299, "loss_box_reg": 0.006948906549951062, "loss_cls": 0.04280002519953996, "loss_rpn_cls": 0.0006553903161830021, "loss_rpn_loc": 0.0019074401243415195, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395068342331797, "total_loss": 0.052697569020097035}
{"data_time": 0.003906554076820612, "eta_seconds": 11688.470482948003, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.363265306122449, "fast_rcnn/fg_cls_accuracy": 0.5702702702702702, "iteration": 218319, "loss_box_reg": 0.007493728480767459, "loss_cls": 0.04457801720127463, "loss_rpn_cls": 0.0009653134757172666, "loss_rpn_loc": 0.0020187585723761003, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5316388770006597, "total_loss": 0.05462721813023563}
{"data_time": 0.004403132479637861, "eta_seconds": 11674.162415898172, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19148936170212766, "fast_rcnn/fg_cls_accuracy": 0.7793313069908815, "iteration": 218339, "loss_box_reg": 0.007288039429113269, "loss_cls": 0.04199068027082831, "loss_rpn_cls": 0.000527644173189401, "loss_rpn_loc": 0.0018153106266254326, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53861323161982, "total_loss": 0.053129890924537904}
{"data_time": 0.004714797018095851, "eta_seconds": 11666.986083558295, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.36317567567567566, "fast_rcnn/fg_cls_accuracy": 0.6368243243243243, "iteration": 218359, "loss_box_reg": 0.0069000807125121355, "loss_cls": 0.04195921396603808, "loss_rpn_cls": 0.0006260616540316732, "loss_rpn_loc": 0.001747959671774879, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5430383996572345, "total_loss": 0.052183334796609415}
{"data_time": 0.0041970363818109035, "eta_seconds": 11656.304586509708, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2564102564102564, "fast_rcnn/fg_cls_accuracy": 0.7382847038019451, "iteration": 218379, "loss_box_reg": 0.00674872929812409, "loss_cls": 0.040421534853521734, "loss_rpn_cls": 0.0009236422972662695, "loss_rpn_loc": 0.0016425205540144816, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5412679105065763, "total_loss": 0.04962345513644095}
{"data_time": 0.0038914496544748545, "eta_seconds": 11649.422610672424, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.41791604197901044, "fast_rcnn/fg_cls_accuracy": 0.5476011994002998, "iteration": 218399, "loss_box_reg": 0.0064718847861513495, "loss_cls": 0.04049602180020884, "loss_rpn_cls": 0.0008563230995548565, "loss_rpn_loc": 0.001545522376545705, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5466999770142138, "total_loss": 0.05121699702814908}
{"data_time": 0.004361861851066351, "eta_seconds": 11637.550680601038, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4037467700258398, "fast_rcnn/fg_cls_accuracy": 0.5962532299741603, "iteration": 218419, "loss_box_reg": 0.007475064310710877, "loss_cls": 0.04078997820033692, "loss_rpn_cls": 0.0012935280835790763, "loss_rpn_loc": 0.0022301844219327904, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5401416984386742, "total_loss": 0.05264395566382518}
{"data_time": 0.004212805535644293, "eta_seconds": 11623.856889589224, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6019736842105263, "iteration": 218439, "loss_box_reg": 0.007265145657584071, "loss_cls": 0.042795688670594245, "loss_rpn_cls": 0.0007318697692539899, "loss_rpn_loc": 0.002327877766219899, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5347572958562523, "total_loss": 0.05300096078531169}
{"data_time": 0.004153093555942178, "eta_seconds": 11613.175019564573, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.23928571428571427, "fast_rcnn/fg_cls_accuracy": 0.7607142857142857, "iteration": 218459, "loss_box_reg": 0.007128193450625986, "loss_cls": 0.042407940374687314, "loss_rpn_cls": 0.0008812962321371742, "loss_rpn_loc": 0.00195956514471618, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5459857699461281, "total_loss": 0.05233312364214271}
{"data_time": 0.00403931038454175, "eta_seconds": 11600.905467802659, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.38941798941798944, "fast_rcnn/fg_cls_accuracy": 0.5679878048780488, "iteration": 218479, "loss_box_reg": 0.007567899490823038, "loss_cls": 0.03956812561955303, "loss_rpn_cls": 0.0010640991667969502, "loss_rpn_loc": 0.0017936209733306896, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378926710691303, "total_loss": 0.049638208762189606}
{"data_time": 0.004427751759067178, "eta_seconds": 11590.124458121136, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.375366568914956, "fast_rcnn/fg_cls_accuracy": 0.624633431085044, "iteration": 218499, "loss_box_reg": 0.006870166485896334, "loss_cls": 0.04239778046030551, "loss_rpn_cls": 0.000672369950166285, "loss_rpn_loc": 0.0021140703229320934, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5444602419156581, "total_loss": 0.05244579164417473}
{"data_time": 0.0043737615924328566, "eta_seconds": 11580.952595150331, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21816638370118846, "fast_rcnn/fg_cls_accuracy": 0.753763440860215, "iteration": 218519, "loss_box_reg": 0.006843896801001392, "loss_cls": 0.03953127539716661, "loss_rpn_cls": 0.0007075859707583732, "loss_rpn_loc": 0.001842975043473416, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.540558452019468, "total_loss": 0.04959547674941689}
{"data_time": 0.0041487249545753, "eta_seconds": 11570.960842443164, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.390625, "fast_rcnn/fg_cls_accuracy": 0.6026348039215687, "iteration": 218539, "loss_box_reg": 0.0067171768605476245, "loss_cls": 0.04290516418404877, "loss_rpn_cls": 0.0008209503217244674, "loss_rpn_loc": 0.0021105753003212158, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396955234464258, "total_loss": 0.05207413837888453}
{"data_time": 0.004449507687240839, "eta_seconds": 11559.163098635618, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46581395348837207, "fast_rcnn/fg_cls_accuracy": 0.5341860465116279, "iteration": 218559, "loss_box_reg": 0.006764253048459068, "loss_cls": 0.04305823374306783, "loss_rpn_cls": 0.0005339282005252244, "loss_rpn_loc": 0.0019848591691697948, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5362993101589382, "total_loss": 0.05397842917170692}
{"data_time": 0.004045667126774788, "eta_seconds": 11542.067192861577, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.41784338896020534, "fast_rcnn/fg_cls_accuracy": 0.5707236842105263, "iteration": 218579, "loss_box_reg": 0.006810677528847009, "loss_cls": 0.04012170061469078, "loss_rpn_cls": 0.0005970014353806619, "loss_rpn_loc": 0.0022890594900673022, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.530431428225711, "total_loss": 0.04951472470878571}
{"data_time": 0.00427522580139339, "eta_seconds": 11526.793610056862, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43452380952380953, "fast_rcnn/fg_cls_accuracy": 0.5654761904761905, "iteration": 218599, "loss_box_reg": 0.006686680426355451, "loss_cls": 0.04477371519897133, "loss_rpn_cls": 0.000960229151871772, "loss_rpn_loc": 0.0017096078190661501, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5344850020483136, "total_loss": 0.0540889441229524}
{"data_time": 0.0040292213670909405, "eta_seconds": 11516.021409122273, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 218619, "loss_box_reg": 0.007024603430181742, "loss_cls": 0.043403904186561704, "loss_rpn_cls": 0.0003511206446091819, "loss_rpn_loc": 0.001664360237555229, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5439253717195243, "total_loss": 0.053319533942215}
{"data_time": 0.004374664509668946, "eta_seconds": 11495.832133415155, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25426136363636365, "fast_rcnn/fg_cls_accuracy": 0.7230113636363636, "iteration": 218639, "loss_box_reg": 0.007056924208882265, "loss_cls": 0.04120037337997928, "loss_rpn_cls": 0.0011591793232810232, "loss_rpn_loc": 0.0017806380328693194, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5326940158847719, "total_loss": 0.05031260857307984}
{"data_time": 0.004506732104346156, "eta_seconds": 11488.398214376764, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47110904007455734, "fast_rcnn/fg_cls_accuracy": 0.5288909599254428, "iteration": 218659, "loss_box_reg": 0.007609230960952118, "loss_cls": 0.04385024681687355, "loss_rpn_cls": 0.0004945418763782072, "loss_rpn_loc": 0.002057026791590033, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5386401161085814, "total_loss": 0.05497556690863803}
{"data_time": 0.0038296382408589125, "eta_seconds": 11474.17151148431, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.30709534368070956, "fast_rcnn/fg_cls_accuracy": 0.6929046563192904, "iteration": 218679, "loss_box_reg": 0.006800761737395078, "loss_cls": 0.041462969267740846, "loss_rpn_cls": 0.0008264697396498377, "loss_rpn_loc": 0.0017480490350862965, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5388341064099222, "total_loss": 0.05134652089429892}
{"data_time": 0.004587884061038494, "eta_seconds": 11466.86520614964, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4197388632872504, "fast_rcnn/fg_cls_accuracy": 0.5376984126984128, "iteration": 218699, "loss_box_reg": 0.006490621904958971, "loss_cls": 0.041493616823572665, "loss_rpn_cls": 0.0004243150107470228, "loss_rpn_loc": 0.001924758214954636, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5427668730262667, "total_loss": 0.050685821177467005}
{"data_time": 0.004083170555531979, "eta_seconds": 11462.160404449329, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34710424710424714, "fast_rcnn/fg_cls_accuracy": 0.6368243243243243, "iteration": 218719, "loss_box_reg": 0.007241377519676462, "loss_cls": 0.04152120486833155, "loss_rpn_cls": 0.0005616423815126836, "loss_rpn_loc": 0.002011629158005235, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5425092955119908, "total_loss": 0.05251787725603663}
{"data_time": 0.004019784042611718, "eta_seconds": 11454.132185404189, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29261363636363635, "fast_rcnn/fg_cls_accuracy": 0.6619318181818181, "iteration": 218739, "loss_box_reg": 0.00806745741283521, "loss_cls": 0.04292348143644631, "loss_rpn_cls": 0.0007540616061305627, "loss_rpn_loc": 0.001334438120466075, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.545061114942655, "total_loss": 0.053911660581661636}
{"data_time": 0.003932856488972902, "eta_seconds": 11451.41275403509, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.39131684876365724, "fast_rcnn/fg_cls_accuracy": 0.6086831512363426, "iteration": 218759, "loss_box_reg": 0.00694462182582356, "loss_cls": 0.04181067587342113, "loss_rpn_cls": 0.0008375577168635573, "loss_rpn_loc": 0.0018331238243263215, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385898570530117, "total_loss": 0.05190728801827049}
{"data_time": 0.004391472786664963, "eta_seconds": 11440.479319156846, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 218779, "loss_box_reg": 0.00788646875298582, "loss_cls": 0.042553573788609356, "loss_rpn_cls": 0.0013543301712388711, "loss_rpn_loc": 0.002143050403901725, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.538693964947015, "total_loss": 0.05310470799736322}
{"data_time": 0.004000549437478185, "eta_seconds": 11429.697094644187, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.45285087719298245, "fast_rcnn/fg_cls_accuracy": 0.5471491228070176, "iteration": 218799, "loss_box_reg": 0.007067972648655996, "loss_cls": 0.04294879408553243, "loss_rpn_cls": 0.0005036603583903343, "loss_rpn_loc": 0.0019018286948266905, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5300606149248779, "total_loss": 0.05138262014202155}
{"data_time": 0.0042617053259164095, "eta_seconds": 11419.065653369296, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3726453726453727, "fast_rcnn/fg_cls_accuracy": 0.6273546273546273, "iteration": 218819, "loss_box_reg": 0.006641039755777456, "loss_cls": 0.03903973242267966, "loss_rpn_cls": 0.0006091232301628224, "loss_rpn_loc": 0.0015098151579877594, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.541655232431367, "total_loss": 0.0507918756047161}
{"data_time": 0.004150065127760172, "eta_seconds": 11404.771440288052, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5025025025025025, "fast_rcnn/fg_cls_accuracy": 0.4974974974974975, "iteration": 218839, "loss_box_reg": 0.00730284173914697, "loss_cls": 0.044000454363413155, "loss_rpn_cls": 0.0007188072848975935, "loss_rpn_loc": 0.0021310529045877047, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537033912492916, "total_loss": 0.05624177085792326}
{"data_time": 0.00399455800652504, "eta_seconds": 11388.239063107409, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.28500000000000003, "fast_rcnn/fg_cls_accuracy": 0.7150000000000001, "iteration": 218859, "loss_box_reg": 0.006816000866820104, "loss_cls": 0.03908587136538699, "loss_rpn_cls": 0.0005401727052571914, "loss_rpn_loc": 0.0016814581504149828, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5316043719649315, "total_loss": 0.04997028250704716}
{"data_time": 0.0040520960465073586, "eta_seconds": 11386.568196593551, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2494208494208494, "fast_rcnn/fg_cls_accuracy": 0.7235521235521236, "iteration": 218879, "loss_box_reg": 0.006668875052127987, "loss_cls": 0.03832609299570322, "loss_rpn_cls": 0.0006340127724229205, "loss_rpn_loc": 0.0020496944853221066, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5353348483331501, "total_loss": 0.049532865354848354}
{"data_time": 0.0042052725329995155, "eta_seconds": 11375.936185814906, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3770032051282051, "fast_rcnn/fg_cls_accuracy": 0.6229967948717949, "iteration": 218899, "loss_box_reg": 0.00623740695300512, "loss_cls": 0.04090119892498478, "loss_rpn_cls": 0.0011205470590311961, "loss_rpn_loc": 0.0014618789173255209, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5363873026799411, "total_loss": 0.05076593648908556}
{"data_time": 0.004418247612193227, "eta_seconds": 11365.003747568233, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3634558093346574, "fast_rcnn/fg_cls_accuracy": 0.6102284011916583, "iteration": 218919, "loss_box_reg": 0.006802045070799068, "loss_cls": 0.042586598166963086, "loss_rpn_cls": 0.0008134519463283141, "loss_rpn_loc": 0.0018176343983213883, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410555596463382, "total_loss": 0.052183866322820904}
{"data_time": 0.004059616941958666, "eta_seconds": 11356.164176046848, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2744360902255639, "fast_rcnn/fg_cls_accuracy": 0.6814671814671815, "iteration": 218939, "loss_box_reg": 0.007166270675952546, "loss_cls": 0.04164125758688897, "loss_rpn_cls": 0.0006069425030545972, "loss_rpn_loc": 0.002132238427293487, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5427104604896158, "total_loss": 0.05269888438806447}
{"data_time": 0.003937071422114968, "eta_seconds": 11344.512701451313, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3077651515151515, "fast_rcnn/fg_cls_accuracy": 0.6922348484848485, "iteration": 218959, "loss_box_reg": 0.006771008542273194, "loss_cls": 0.04031303705414757, "loss_rpn_cls": 0.0005678858839530676, "loss_rpn_loc": 0.001852339146353188, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335385811049491, "total_loss": 0.05010425943640939}
{"data_time": 0.0037056070286780596, "eta_seconds": 11333.729456642177, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2752403846153846, "fast_rcnn/fg_cls_accuracy": 0.7247596153846154, "iteration": 218979, "loss_box_reg": 0.007214822122477926, "loss_cls": 0.039606336096767336, "loss_rpn_cls": 0.00046484074402997066, "loss_rpn_loc": 0.0022539955789397936, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5408230850007385, "total_loss": 0.04993846023984361}
{"data_time": 0.0037231286987662315, "eta_seconds": 11322.946211833041, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3923578751164958, "fast_rcnn/fg_cls_accuracy": 0.5365546218487395, "iteration": 218999, "loss_box_reg": 0.006810529914218932, "loss_cls": 0.04108933499082923, "loss_rpn_cls": 0.0007059788435981318, "loss_rpn_loc": 0.001990834622120019, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5409868138376623, "total_loss": 0.05112719349727968}
{"data_time": 0.004189894301816821, "eta_seconds": 11317.42364966101, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.45357142857142857, "fast_rcnn/fg_cls_accuracy": 0.5214285714285714, "iteration": 219019, "loss_box_reg": 0.006527406629174948, "loss_cls": 0.041968500590883195, "loss_rpn_cls": 0.0009285097039537504, "loss_rpn_loc": 0.0017670670167717617, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540336559060961, "total_loss": 0.05188727870472576}
{"data_time": 0.00442118919454515, "eta_seconds": 11306.635390140815, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.35453216374269003, "fast_rcnn/fg_cls_accuracy": 0.64546783625731, "iteration": 219039, "loss_box_reg": 0.006822909999755211, "loss_cls": 0.041682981653138995, "loss_rpn_cls": 0.0008003974169241701, "loss_rpn_loc": 0.0016199917008634657, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398884061723948, "total_loss": 0.05344280196595719}
{"data_time": 0.004098476143553853, "eta_seconds": 11291.459760248661, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.42287784679089024, "fast_rcnn/fg_cls_accuracy": 0.5727931488801055, "iteration": 219059, "loss_box_reg": 0.006841430717031471, "loss_cls": 0.04106403503101319, "loss_rpn_cls": 0.0009621290588484044, "loss_rpn_loc": 0.0021523368122871034, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5345034839119762, "total_loss": 0.04961658360110732}
{"data_time": 0.0042719843331724405, "eta_seconds": 11276.739244525554, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2840501792114696, "fast_rcnn/fg_cls_accuracy": 0.7159498207885304, "iteration": 219079, "loss_box_reg": 0.007135693042073399, "loss_cls": 0.038801216112915426, "loss_rpn_cls": 0.0006251374928751829, "loss_rpn_loc": 0.0017348933724861126, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5395252152811736, "total_loss": 0.0494757750698227}
{"data_time": 0.0039697084575891495, "eta_seconds": 11269.891621649265, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.18686868686868685, "fast_rcnn/fg_cls_accuracy": 0.8131313131313131, "iteration": 219099, "loss_box_reg": 0.007199770479928702, "loss_cls": 0.04324748122598976, "loss_rpn_cls": 0.0007199116318474807, "loss_rpn_loc": 0.001710949931293726, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5419965151231736, "total_loss": 0.05345138749464695}
{"data_time": 0.003843261394649744, "eta_seconds": 11259.107552349567, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.47159090909090906, "fast_rcnn/fg_cls_accuracy": 0.5284090909090908, "iteration": 219119, "loss_box_reg": 0.007157155807362869, "loss_cls": 0.039611880376469344, "loss_rpn_cls": 0.0007724761098586441, "loss_rpn_loc": 0.002236194048236939, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382730669807643, "total_loss": 0.05025149236570314}
{"data_time": 0.004118070704862475, "eta_seconds": 11250.684198812582, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46199324324324326, "fast_rcnn/fg_cls_accuracy": 0.5131670131670132, "iteration": 219139, "loss_box_reg": 0.007363261509453878, "loss_cls": 0.04230303515214473, "loss_rpn_cls": 0.0006059417020196634, "loss_rpn_loc": 0.0014085911479924107, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418010170105845, "total_loss": 0.05156954403372538}
{"data_time": 0.004040256375446916, "eta_seconds": 11245.531262967037, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4296774193548387, "fast_rcnn/fg_cls_accuracy": 0.5703225806451613, "iteration": 219159, "loss_box_reg": 0.006674350195680745, "loss_cls": 0.040835086023435, "loss_rpn_cls": 0.0007576665691431117, "loss_rpn_loc": 0.002118794018315384, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5424101173412055, "total_loss": 0.0514016747394237}
{"data_time": 0.004042566055431962, "eta_seconds": 11235.169370951597, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 219179, "loss_box_reg": 0.0068071840214543045, "loss_cls": 0.04291251004906371, "loss_rpn_cls": 0.0009047410719631443, "loss_rpn_loc": 0.0017946441330423113, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412484295666218, "total_loss": 0.05350258556097742}
{"data_time": 0.003972955513745546, "eta_seconds": 11224.377219401766, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3375, "fast_rcnn/fg_cls_accuracy": 0.6220238095238095, "iteration": 219199, "loss_box_reg": 0.006673451163806021, "loss_cls": 0.04450545393046923, "loss_rpn_cls": 0.0008979943054328032, "loss_rpn_loc": 0.002006984479521634, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397894501220435, "total_loss": 0.05594646042226259}
{"data_time": 0.0045918058604002, "eta_seconds": 11210.771318380488, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2375801282051282, "fast_rcnn/fg_cls_accuracy": 0.7624198717948718, "iteration": 219219, "loss_box_reg": 0.006290393677772954, "loss_cls": 0.0393004585057497, "loss_rpn_cls": 0.0008400104650263529, "loss_rpn_loc": 0.0017899215845318395, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5357098642271012, "total_loss": 0.05101911214046595}
{"data_time": 0.004138670861721039, "eta_seconds": 11199.98187483265, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2564784053156146, "fast_rcnn/fg_cls_accuracy": 0.7435215946843854, "iteration": 219239, "loss_box_reg": 0.0064393760985694826, "loss_cls": 0.037778337486088276, "loss_rpn_cls": 0.0008379243261060765, "loss_rpn_loc": 0.001714766043733107, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5455059292726219, "total_loss": 0.04796336338336005}
{"data_time": 0.004156735958531499, "eta_seconds": 11184.181893904693, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.46247654784240155, "fast_rcnn/fg_cls_accuracy": 0.5375234521575984, "iteration": 219259, "loss_box_reg": 0.006467226805398241, "loss_cls": 0.040368380898144096, "loss_rpn_cls": 0.0006376059412218638, "loss_rpn_loc": 0.0020693657297670143, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.54225032357499, "total_loss": 0.04957747227206255}
{"data_time": 0.004042797721922398, "eta_seconds": 11177.17627589847, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3188405797101449, "fast_rcnn/fg_cls_accuracy": 0.6683389074693422, "iteration": 219279, "loss_box_reg": 0.00717816264659632, "loss_cls": 0.040794048458337784, "loss_rpn_cls": 0.0005682114058345178, "loss_rpn_loc": 0.0014938482563593425, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410833689384162, "total_loss": 0.049261285750048955}
{"data_time": 0.0042649004608392715, "eta_seconds": 11166.388016378274, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43408826945412315, "fast_rcnn/fg_cls_accuracy": 0.565911730545877, "iteration": 219299, "loss_box_reg": 0.006916629383340478, "loss_cls": 0.04504834138788283, "loss_rpn_cls": 0.0009129918720418573, "loss_rpn_loc": 0.0018089536370098358, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392662121448666, "total_loss": 0.05579958619637182}
{"data_time": 0.0040013042744249105, "eta_seconds": 11155.599756858079, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.37857142857142856, "fast_rcnn/fg_cls_accuracy": 0.5926829268292683, "iteration": 219319, "loss_box_reg": 0.007979652931680903, "loss_cls": 0.04400370002258569, "loss_rpn_cls": 0.0007399435327215542, "loss_rpn_loc": 0.0016667587060510414, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5315003735013306, "total_loss": 0.05465900277928881}
{"data_time": 0.004068690584972501, "eta_seconds": 11146.664593892405, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4682306940371457, "fast_rcnn/fg_cls_accuracy": 0.47757575757575754, "iteration": 219339, "loss_box_reg": 0.006808322577853687, "loss_cls": 0.04512746830005199, "loss_rpn_cls": 0.0008508807925409201, "loss_rpn_loc": 0.0018713123154157074, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5443311836570501, "total_loss": 0.05458269294138063}
{"data_time": 0.00406136061064899, "eta_seconds": 11135.874540561112, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4117886178861789, "fast_rcnn/fg_cls_accuracy": 0.5583333333333333, "iteration": 219359, "loss_box_reg": 0.00683539938472677, "loss_cls": 0.040289047348778695, "loss_rpn_cls": 0.0006820849797293249, "loss_rpn_loc": 0.0020411084951774683, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5495850110892206, "total_loss": 0.05132914216142126}
{"data_time": 0.0041924945544451475, "eta_seconds": 11123.54389235191, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.24722222222222223, "fast_rcnn/fg_cls_accuracy": 0.7527777777777778, "iteration": 219379, "loss_box_reg": 0.00697947118896991, "loss_cls": 0.04269623034633696, "loss_rpn_cls": 0.0007244876006780032, "loss_rpn_loc": 0.0018639831414475339, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350733608938754, "total_loss": 0.052948301304240886}
{"data_time": 0.004051867872476578, "eta_seconds": 11110.461875257082, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.461100569259962, "fast_rcnn/fg_cls_accuracy": 0.5388994307400379, "iteration": 219399, "loss_box_reg": 0.006687034750939347, "loss_cls": 0.041528301779180765, "loss_rpn_cls": 0.000599607924641532, "loss_rpn_loc": 0.0018498789377190406, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5446872212924063, "total_loss": 0.05019604121878274}
{"data_time": 0.003640801412984729, "eta_seconds": 11098.488199213054, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3130081300813008, "fast_rcnn/fg_cls_accuracy": 0.6869918699186992, "iteration": 219419, "loss_box_reg": 0.0071632316103205085, "loss_cls": 0.045377317583188415, "loss_rpn_cls": 0.00030615046898674336, "loss_rpn_loc": 0.0017102740457630716, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.542385128326714, "total_loss": 0.05440888543074607}
{"data_time": 0.003922874573618174, "eta_seconds": 11087.703020456713, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.17399267399267399, "fast_rcnn/fg_cls_accuracy": 0.7285395763656632, "iteration": 219439, "loss_box_reg": 0.0075184608285781, "loss_cls": 0.04151659971103072, "loss_rpn_cls": 0.0010691836157548096, "loss_rpn_loc": 0.0019574049474613275, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390266017057002, "total_loss": 0.05247692015677785}
{"data_time": 0.0042149368673563, "eta_seconds": 11075.62115669134, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2551669316375199, "fast_rcnn/fg_cls_accuracy": 0.7448330683624802, "iteration": 219459, "loss_box_reg": 0.0066913227492477745, "loss_cls": 0.04076912207528949, "loss_rpn_cls": 0.0009523841628151786, "loss_rpn_loc": 0.0019250324439781252, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349811795167625, "total_loss": 0.05193772208738778}
{"data_time": 0.00393601693212986, "eta_seconds": 11065.436959912535, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40909090909090906, "fast_rcnn/fg_cls_accuracy": 0.5909090909090909, "iteration": 219479, "loss_box_reg": 0.0073446288297418505, "loss_cls": 0.04489020654000342, "loss_rpn_cls": 0.0007488872503245148, "loss_rpn_loc": 0.0015863224725762848, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5363027693238109, "total_loss": 0.05501105019038732}
{"data_time": 0.004223806085065007, "eta_seconds": 11052.393542055506, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3887147335423198, "fast_rcnn/fg_cls_accuracy": 0.6112852664576802, "iteration": 219499, "loss_box_reg": 0.00662750874471385, "loss_cls": 0.04280248598661274, "loss_rpn_cls": 0.0013099320306082518, "loss_rpn_loc": 0.0027563459680095548, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5378600691910833, "total_loss": 0.05596884781323297}
{"data_time": 0.004729149164631963, "eta_seconds": 11039.346248560818, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30729166666666663, "fast_rcnn/fg_cls_accuracy": 0.6927083333333333, "iteration": 219519, "loss_box_reg": 0.006363810127368197, "loss_cls": 0.03961932327365503, "loss_rpn_cls": 0.0010922164369731036, "loss_rpn_loc": 0.0017088104050344555, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5368717210367322, "total_loss": 0.04917478777736051}
{"data_time": 0.004342804430052638, "eta_seconds": 11027.550775527256, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4476495726495726, "fast_rcnn/fg_cls_accuracy": 0.5523504273504274, "iteration": 219539, "loss_box_reg": 0.007497390994103625, "loss_cls": 0.04166895116213709, "loss_rpn_cls": 0.0013214454444323565, "loss_rpn_loc": 0.0018072167767968494, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5361931088846177, "total_loss": 0.052386299056195185}
{"data_time": 0.0039026280865073204, "eta_seconds": 11020.046651049051, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4575581395348837, "fast_rcnn/fg_cls_accuracy": 0.5174603174603174, "iteration": 219559, "loss_box_reg": 0.007194697711383924, "loss_cls": 0.04144896089565009, "loss_rpn_cls": 0.0003888093776538426, "loss_rpn_loc": 0.0021345373315853067, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5395302369724959, "total_loss": 0.05197772533358602}
{"data_time": 0.004240120993927121, "eta_seconds": 11011.653187058866, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.49002574002574006, "fast_rcnn/fg_cls_accuracy": 0.49308610936517916, "iteration": 219579, "loss_box_reg": 0.006891279248520732, "loss_cls": 0.03966979053802788, "loss_rpn_cls": 0.001074675971722172, "loss_rpn_loc": 0.0021821163427375723, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537174909375608, "total_loss": 0.049657793846222376}
{"data_time": 0.004337528022006154, "eta_seconds": 11001.421590405982, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38419452887537997, "fast_rcnn/fg_cls_accuracy": 0.5345345345345345, "iteration": 219599, "loss_box_reg": 0.006620871412451379, "loss_cls": 0.042851587233599275, "loss_rpn_cls": 0.0005410801272773824, "loss_rpn_loc": 0.001837927729866351, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5360951155889779, "total_loss": 0.05275079664511395}
{"data_time": 0.003935027401894331, "eta_seconds": 10991.57325671683, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.19358108108108107, "fast_rcnn/fg_cls_accuracy": 0.8064189189189189, "iteration": 219619, "loss_box_reg": 0.00746131720370613, "loss_cls": 0.04246760020032525, "loss_rpn_cls": 0.0007256983598153965, "loss_rpn_loc": 0.001810427374948631, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5435925086494535, "total_loss": 0.05387797625087387}
{"data_time": 0.0043480603490024805, "eta_seconds": 10982.714878833387, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 219639, "loss_box_reg": 0.00719346187543124, "loss_cls": 0.04271045117639005, "loss_rpn_cls": 0.0009747086064635369, "loss_rpn_loc": 0.0018694479276746279, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5450978043954819, "total_loss": 0.053784611482115}
{"data_time": 0.0039284799713641405, "eta_seconds": 10970.001060540555, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27248677248677244, "fast_rcnn/fg_cls_accuracy": 0.7165242165242165, "iteration": 219659, "loss_box_reg": 0.006691484799375758, "loss_cls": 0.03970724352984689, "loss_rpn_cls": 0.0003306828370028825, "loss_rpn_loc": 0.0019986092192993965, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.534401839133352, "total_loss": 0.05016233710968265}
{"data_time": 0.003992188489064574, "eta_seconds": 10957.730004124343, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.33571428571428574, "fast_rcnn/fg_cls_accuracy": 0.6642857142857144, "iteration": 219679, "loss_box_reg": 0.006701097037876025, "loss_cls": 0.04020727053284645, "loss_rpn_cls": 0.0007650901787314979, "loss_rpn_loc": 0.001883051503682509, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5355489607900381, "total_loss": 0.05040309756782335}
{"data_time": 0.004303209483623505, "eta_seconds": 10942.7366380475, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4856674856674857, "fast_rcnn/fg_cls_accuracy": 0.5143325143325144, "iteration": 219699, "loss_box_reg": 0.00705230790481437, "loss_cls": 0.04058406001422554, "loss_rpn_cls": 0.0006587804924720331, "loss_rpn_loc": 0.002778340694931103, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5403878272045404, "total_loss": 0.05116621334212823}
{"data_time": 0.004606195259839296, "eta_seconds": 10935.568025427172, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4907407407407407, "fast_rcnn/fg_cls_accuracy": 0.5092592592592593, "iteration": 219719, "loss_box_reg": 0.007463833811925724, "loss_cls": 0.043173731479328126, "loss_rpn_cls": 0.0007955414895377544, "loss_rpn_loc": 0.0016698050385457464, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5466241522226483, "total_loss": 0.052526953474853144}
{"data_time": 0.004805631237104535, "eta_seconds": 10923.005978029687, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4986111111111111, "fast_rcnn/fg_cls_accuracy": 0.5013888888888889, "iteration": 219739, "loss_box_reg": 0.006649997754720971, "loss_cls": 0.041426336305448785, "loss_rpn_cls": 0.0008021620304248245, "loss_rpn_loc": 0.00208724819458439, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5457049491815269, "total_loss": 0.05081516129314423}
{"data_time": 0.004445249447599053, "eta_seconds": 10914.591457776725, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.36518518518518517, "fast_rcnn/fg_cls_accuracy": 0.6156417112299466, "iteration": 219759, "loss_box_reg": 0.006645426037721336, "loss_cls": 0.04410795122385025, "loss_rpn_cls": 0.0005919088468431255, "loss_rpn_loc": 0.0016063283110270277, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5428622730541974, "total_loss": 0.05261186446455213}
{"data_time": 0.004203949356451631, "eta_seconds": 10901.441384025384, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.32996323529411764, "fast_rcnn/fg_cls_accuracy": 0.6700367647058824, "iteration": 219779, "loss_box_reg": 0.007859135483158752, "loss_cls": 0.043628326151520014, "loss_rpn_cls": 0.0009960445606793655, "loss_rpn_loc": 0.0014795698716625338, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5332054730970412, "total_loss": 0.05470529408364655}
{"data_time": 0.0038300768937915564, "eta_seconds": 10893.022184602916, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.16951566951566951, "fast_rcnn/fg_cls_accuracy": 0.8304843304843305, "iteration": 219799, "loss_box_reg": 0.006589502794668078, "loss_cls": 0.04013707779813558, "loss_rpn_cls": 0.0010226148419860692, "loss_rpn_loc": 0.0020346078053989913, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5416182724293321, "total_loss": 0.05277451988104076}
{"data_time": 0.003976797917857766, "eta_seconds": 10882.237548016012, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22142857142857142, "fast_rcnn/fg_cls_accuracy": 0.6972222222222222, "iteration": 219819, "loss_box_reg": 0.007053833236568607, "loss_cls": 0.04019638441968709, "loss_rpn_cls": 0.0007271129393302544, "loss_rpn_loc": 0.0020754340694111306, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5446928909514099, "total_loss": 0.05035786518385521}
{"data_time": 0.004168227082118392, "eta_seconds": 10871.452911429107, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.31039136302294196, "fast_rcnn/fg_cls_accuracy": 0.689608636977058, "iteration": 219839, "loss_box_reg": 0.0062112118321238086, "loss_cls": 0.04156919301021844, "loss_rpn_cls": 0.00041650273146842665, "loss_rpn_loc": 0.0021530084013647866, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364994066767395, "total_loss": 0.05190560846921244}
{"data_time": 0.003765231929719448, "eta_seconds": 10866.123207278783, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.28420467185761955, "fast_rcnn/fg_cls_accuracy": 0.7157953281423804, "iteration": 219859, "loss_box_reg": 0.006968552945181727, "loss_cls": 0.04193676868453622, "loss_rpn_cls": 0.000720521321909473, "loss_rpn_loc": 0.0021787310561194317, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438356986269355, "total_loss": 0.05130349397495593}
{"data_time": 0.00467160576954484, "eta_seconds": 10857.44406670751, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.09863945578231292, "fast_rcnn/fg_cls_accuracy": 0.8746753246753247, "iteration": 219879, "loss_box_reg": 0.007243513013236225, "loss_cls": 0.040437987830955535, "loss_rpn_cls": 0.0009014246680578708, "loss_rpn_loc": 0.00180164841003716, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.545558103825897, "total_loss": 0.05159301973833408}
{"data_time": 0.004474312998354435, "eta_seconds": 10846.236932819942, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.26969696969696966, "fast_rcnn/fg_cls_accuracy": 0.7303030303030302, "iteration": 219899, "loss_box_reg": 0.006600824679480866, "loss_cls": 0.04171645108726807, "loss_rpn_cls": 0.0007159339379541052, "loss_rpn_loc": 0.001975036157091381, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5332350884564221, "total_loss": 0.05266442156789708}
{"data_time": 0.004622035427019, "eta_seconds": 10834.543309614994, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.11011904761904762, "fast_rcnn/fg_cls_accuracy": 0.8898809523809523, "iteration": 219919, "loss_box_reg": 0.007367644953774288, "loss_cls": 0.04315216839313507, "loss_rpn_cls": 0.0005895529987469672, "loss_rpn_loc": 0.0015379502874566242, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5349865606985986, "total_loss": 0.053144001811403996}
{"data_time": 0.004084704210981727, "eta_seconds": 10822.43028277019, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.40019762845849804, "fast_rcnn/fg_cls_accuracy": 0.599802371541502, "iteration": 219939, "loss_box_reg": 0.007008645276073366, "loss_cls": 0.04409351455979049, "loss_rpn_cls": 0.0004711453814252309, "loss_rpn_loc": 0.0021759896917501464, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374129321426153, "total_loss": 0.0545220297223068}
{"data_time": 0.003996480954810977, "eta_seconds": 10813.86171686207, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.564659977703456, "fast_rcnn/fg_cls_accuracy": 0.435340022296544, "iteration": 219959, "loss_box_reg": 0.006333533834549598, "loss_cls": 0.041362027171999216, "loss_rpn_cls": 0.0010223665162811812, "loss_rpn_loc": 0.0015230855206027627, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5475980730261654, "total_loss": 0.050789447043257496}
{"data_time": 0.004689044784754515, "eta_seconds": 10801.62231603451, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3001792114695341, "fast_rcnn/fg_cls_accuracy": 0.6998207885304659, "iteration": 219979, "loss_box_reg": 0.007041867735097185, "loss_cls": 0.0441325472202152, "loss_rpn_cls": 0.0008167091043560504, "loss_rpn_loc": 0.0020479112536122557, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5311284461058676, "total_loss": 0.054390775167064476}
{"data_time": 0.004522610921412706, "eta_seconds": 10790.061716050375, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.37318181818181817, "fast_rcnn/fg_cls_accuracy": 0.6132697947214076, "iteration": 219999, "loss_box_reg": 0.006942095817066729, "loss_cls": 0.04108033492229879, "loss_rpn_cls": 0.00046500975395247224, "loss_rpn_loc": 0.0013449763391690794, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360303747002035, "total_loss": 0.049871204382327505}
{"data_time": 0.0046699875965714455, "eta_seconds": 10780.58910758514, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3912228057014253, "fast_rcnn/fg_cls_accuracy": 0.6087771942985747, "iteration": 220019, "loss_box_reg": 0.007020182820269838, "loss_cls": 0.03915746934944764, "loss_rpn_cls": 0.0004698028276806099, "loss_rpn_loc": 0.0016968895906757098, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5467584021389484, "total_loss": 0.0512825452145762}
{"data_time": 0.004052378935739398, "eta_seconds": 10768.482671570498, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.303030303030303, "fast_rcnn/fg_cls_accuracy": 0.6777777777777778, "iteration": 220039, "loss_box_reg": 0.007521010731579736, "loss_cls": 0.04229554848279804, "loss_rpn_cls": 0.0007581265097087453, "loss_rpn_loc": 0.0020916698722430738, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374584682285786, "total_loss": 0.05283122618271818}
{"data_time": 0.003968478878960013, "eta_seconds": 10759.922546891961, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4869281045751634, "fast_rcnn/fg_cls_accuracy": 0.4852941176470588, "iteration": 220059, "loss_box_reg": 0.007021795958280563, "loss_cls": 0.045774999365676194, "loss_rpn_cls": 0.0007916873066164953, "loss_rpn_loc": 0.0023626546098967083, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423816123511642, "total_loss": 0.05628552686994226}
{"data_time": 0.004731258610263467, "eta_seconds": 10749.13078865828, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 220079, "loss_box_reg": 0.007001449033850804, "loss_cls": 0.04012553230859339, "loss_rpn_cls": 0.0007885129856504136, "loss_rpn_loc": 0.002149619162082672, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5409981624688953, "total_loss": 0.05117621481565493}
{"data_time": 0.004113789182156324, "eta_seconds": 10739.934342873516, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4354166666666667, "fast_rcnn/fg_cls_accuracy": 0.5645833333333333, "iteration": 220099, "loss_box_reg": 0.007206117123132572, "loss_cls": 0.040152752189897, "loss_rpn_cls": 0.0008007883657228376, "loss_rpn_loc": 0.001663030718191294, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423223578836769, "total_loss": 0.05042452430245703}
{"data_time": 0.004080064361914992, "eta_seconds": 10729.140981391305, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 220119, "loss_box_reg": 0.00748730608029291, "loss_cls": 0.04058949265163392, "loss_rpn_cls": 0.0010596008704055748, "loss_rpn_loc": 0.002141020262570237, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5395598423201591, "total_loss": 0.052368202801659436}
{"data_time": 0.004521120339632034, "eta_seconds": 10717.909758980619, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.36346586646661666, "fast_rcnn/fg_cls_accuracy": 0.6365341335333834, "iteration": 220139, "loss_box_reg": 0.00637801039556507, "loss_cls": 0.04224164423067123, "loss_rpn_cls": 0.0004896841358288384, "loss_rpn_loc": 0.0021543439688684884, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5467396569438279, "total_loss": 0.05205373587864415}
{"data_time": 0.004504706244915724, "eta_seconds": 10704.50968345441, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2115987460815047, "fast_rcnn/fg_cls_accuracy": 0.7543103448275862, "iteration": 220159, "loss_box_reg": 0.006437483170884661, "loss_cls": 0.04056378162931651, "loss_rpn_cls": 0.0006400757118854017, "loss_rpn_loc": 0.001825698094762629, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5401061824522913, "total_loss": 0.04958906334945823}
{"data_time": 0.003773773554712534, "eta_seconds": 10693.719390945509, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36231884057971014, "fast_rcnn/fg_cls_accuracy": 0.6376811594202898, "iteration": 220179, "loss_box_reg": 0.006429864704841748, "loss_cls": 0.04186307964846492, "loss_rpn_cls": 0.0004452971626278668, "loss_rpn_loc": 0.0013455929947667755, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5508600971661508, "total_loss": 0.052130502593144}
{"data_time": 0.004529247060418129, "eta_seconds": 10682.403291440802, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.12916666666666665, "fast_rcnn/fg_cls_accuracy": 0.8431467181467182, "iteration": 220199, "loss_box_reg": 0.007999224122613668, "loss_cls": 0.04224835190689191, "loss_rpn_cls": 0.0006838627651859497, "loss_rpn_loc": 0.0015026028650027001, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.536433641333133, "total_loss": 0.053420372774780844}
{"data_time": 0.004057732410728931, "eta_seconds": 10674.738076753216, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.20928030303030304, "fast_rcnn/fg_cls_accuracy": 0.790719696969697, "iteration": 220219, "loss_box_reg": 0.0072342533530900255, "loss_cls": 0.04330159170785919, "loss_rpn_cls": 0.0006617813239415682, "loss_rpn_loc": 0.002016223394093686, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387454186566174, "total_loss": 0.053891269130645014}
{"data_time": 0.004556678701192141, "eta_seconds": 10659.590387556469, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.18873517786561267, "fast_rcnn/fg_cls_accuracy": 0.8112648221343874, "iteration": 220239, "loss_box_reg": 0.00696032440464478, "loss_cls": 0.03993238555267453, "loss_rpn_cls": 0.0008894993501940007, "loss_rpn_loc": 0.00201278832173557, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5321069399360567, "total_loss": 0.05094931855046525}
{"data_time": 0.0041459735948592424, "eta_seconds": 10649.443882384803, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4253968253968254, "fast_rcnn/fg_cls_accuracy": 0.5746031746031746, "iteration": 220259, "loss_box_reg": 0.006551886908710003, "loss_cls": 0.041217033547582105, "loss_rpn_cls": 0.0005879901318621705, "loss_rpn_loc": 0.0024235249366029166, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5437391859013587, "total_loss": 0.05215828562427305}
{"data_time": 0.004196872701868415, "eta_seconds": 10639.603336003143, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25462962962962965, "fast_rcnn/fg_cls_accuracy": 0.699317738791423, "iteration": 220279, "loss_box_reg": 0.007398764253593981, "loss_cls": 0.04249071318190545, "loss_rpn_cls": 0.001220394032202421, "loss_rpn_loc": 0.002265822540721274, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5410314630717039, "total_loss": 0.052567532620741986}
{"data_time": 0.004137019626796246, "eta_seconds": 10631.566394525813, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3153153153153153, "fast_rcnn/fg_cls_accuracy": 0.641025641025641, "iteration": 220299, "loss_box_reg": 0.006624388654017821, "loss_cls": 0.039651701983530074, "loss_rpn_cls": 0.0009067535565918661, "loss_rpn_loc": 0.0020979690707463305, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442363831680268, "total_loss": 0.04923263902537656}
{"data_time": 0.004191546468064189, "eta_seconds": 10623.428270918084, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.5125, "fast_rcnn/fg_cls_accuracy": 0.4875, "iteration": 220319, "loss_box_reg": 0.007279173412825912, "loss_cls": 0.03903213987359777, "loss_rpn_cls": 0.0006557240844244916, "loss_rpn_loc": 0.0016909084170038113, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5383051177486777, "total_loss": 0.048769533211952876}
{"data_time": 0.004273021826520562, "eta_seconds": 10612.63265253394, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.35144927536231885, "fast_rcnn/fg_cls_accuracy": 0.6485507246376812, "iteration": 220339, "loss_box_reg": 0.007281711703399196, "loss_cls": 0.04035862459568307, "loss_rpn_cls": 0.0005584276804881938, "loss_rpn_loc": 0.0020850347536907066, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5469983289949596, "total_loss": 0.05255166646338694}
{"data_time": 0.004018449690192938, "eta_seconds": 10601.262694010977, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3865576102418208, "fast_rcnn/fg_cls_accuracy": 0.5942982456140351, "iteration": 220359, "loss_box_reg": 0.007106316072167829, "loss_cls": 0.04006903077242896, "loss_rpn_cls": 0.0006090817921631242, "loss_rpn_loc": 0.0018765031400107546, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5413560839369893, "total_loss": 0.05307036774684093}
{"data_time": 0.003934213891625404, "eta_seconds": 10593.03933759057, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4435351882160393, "fast_rcnn/fg_cls_accuracy": 0.5564648117839608, "iteration": 220379, "loss_box_reg": 0.006977167067816481, "loss_cls": 0.041164296795614064, "loss_rpn_cls": 0.0007278420197280866, "loss_rpn_loc": 0.0018094827282766346, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442479224875569, "total_loss": 0.05146973648743369}
{"data_time": 0.004375266609713435, "eta_seconds": 10579.521047740243, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.46291208791208793, "fast_rcnn/fg_cls_accuracy": 0.5178571428571428, "iteration": 220399, "loss_box_reg": 0.006691917224088684, "loss_cls": 0.04254212533123791, "loss_rpn_cls": 0.0007379200906143524, "loss_rpn_loc": 0.002383683306106832, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370413209311664, "total_loss": 0.05468898602180161}
{"data_time": 0.004412210080772638, "eta_seconds": 10568.726168858819, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.33870967741935487, "fast_rcnn/fg_cls_accuracy": 0.6430934656741109, "iteration": 220419, "loss_box_reg": 0.0068773317616432905, "loss_cls": 0.0425424131390173, "loss_rpn_cls": 0.00045972362204338424, "loss_rpn_loc": 0.002123509420925984, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5381970393937081, "total_loss": 0.053336891383196416}
{"data_time": 0.004433797672390938, "eta_seconds": 10556.015950627858, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2840653153153153, "fast_rcnn/fg_cls_accuracy": 0.7159346846846847, "iteration": 220439, "loss_box_reg": 0.007468374649761245, "loss_cls": 0.04394600971136242, "loss_rpn_cls": 0.0009239097548174868, "loss_rpn_loc": 0.0015638310178474057, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5328816864639521, "total_loss": 0.05375981978841082}
{"data_time": 0.003965871408581734, "eta_seconds": 10545.569957120577, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38636363636363635, "fast_rcnn/fg_cls_accuracy": 0.6019656019656019, "iteration": 220459, "loss_box_reg": 0.007410258142044768, "loss_cls": 0.04232038068585098, "loss_rpn_cls": 0.0004377783332074614, "loss_rpn_loc": 0.001971100555238081, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357450488954782, "total_loss": 0.05239301696542498}
{"data_time": 0.004283325746655464, "eta_seconds": 10536.912363325479, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40930232558139534, "fast_rcnn/fg_cls_accuracy": 0.5906976744186047, "iteration": 220479, "loss_box_reg": 0.006667260226095095, "loss_cls": 0.040691746515221894, "loss_rpn_cls": 0.0007830307856693253, "loss_rpn_loc": 0.0017615611486689886, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5420896962750703, "total_loss": 0.050444740892942264}
{"data_time": 0.004003070294857025, "eta_seconds": 10526.586670695106, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38888888888888884, "fast_rcnn/fg_cls_accuracy": 0.5416666666666667, "iteration": 220499, "loss_box_reg": 0.006872146332170814, "loss_cls": 0.041366885881870985, "loss_rpn_cls": 0.000814952858608109, "loss_rpn_loc": 0.002110387405991787, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378954189363867, "total_loss": 0.051112480174822394}
{"data_time": 0.004059292608872056, "eta_seconds": 10515.790725183906, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.33325624421831634, "fast_rcnn/fg_cls_accuracy": 0.6667437557816835, "iteration": 220519, "loss_box_reg": 0.006853500759461895, "loss_cls": 0.04346056957729161, "loss_rpn_cls": 0.0006354769536756066, "loss_rpn_loc": 0.001645602182179573, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5258311182260513, "total_loss": 0.05192353570828345}
{"data_time": 0.00437461631372571, "eta_seconds": 10505.562080071773, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.416969696969697, "fast_rcnn/fg_cls_accuracy": 0.5788923719958203, "iteration": 220539, "loss_box_reg": 0.007304474187549204, "loss_cls": 0.04062752763275057, "loss_rpn_cls": 0.00026240929264531587, "loss_rpn_loc": 0.001779091304342728, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394144938327372, "total_loss": 0.050135151245399356}
{"data_time": 0.0044330277014523745, "eta_seconds": 10498.270521213999, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.42058823529411765, "fast_rcnn/fg_cls_accuracy": 0.5794117647058823, "iteration": 220559, "loss_box_reg": 0.006715007650200278, "loss_cls": 0.041590414475649595, "loss_rpn_cls": 0.0011656104712187698, "loss_rpn_loc": 0.001564607884574798, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5447200504131615, "total_loss": 0.05109303862712977}
{"data_time": 0.004031159682199359, "eta_seconds": 10488.832657244522, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4388440860215054, "fast_rcnn/fg_cls_accuracy": 0.5611559139784946, "iteration": 220579, "loss_box_reg": 0.007369566897978075, "loss_cls": 0.04229375068098307, "loss_rpn_cls": 0.001062098304146275, "loss_rpn_loc": 0.0019956906890001846, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5420422866009176, "total_loss": 0.05310883456240845}
{"data_time": 0.004900097148492932, "eta_seconds": 10478.62577994517, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2819917440660475, "fast_rcnn/fg_cls_accuracy": 0.7180082559339525, "iteration": 220599, "loss_box_reg": 0.0068531732831615955, "loss_cls": 0.042059456231072545, "loss_rpn_cls": 0.0008310249128840042, "loss_rpn_loc": 0.0013792235222354066, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5322873694822192, "total_loss": 0.053826043472042784}
{"data_time": 0.004207964520901442, "eta_seconds": 10468.968326821923, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.18714168714168716, "fast_rcnn/fg_cls_accuracy": 0.7439393939393939, "iteration": 220619, "loss_box_reg": 0.006644326233072206, "loss_cls": 0.04147657615249045, "loss_rpn_cls": 0.0005419503149823868, "loss_rpn_loc": 0.002045675086264964, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5437658324372023, "total_loss": 0.050835593166880244}
{"data_time": 0.004531835904344916, "eta_seconds": 10451.015052116709, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4551282051282051, "fast_rcnn/fg_cls_accuracy": 0.5448717948717949, "iteration": 220639, "loss_box_reg": 0.007255529882968403, "loss_cls": 0.04277102812193334, "loss_rpn_cls": 0.00041875731676555006, "loss_rpn_loc": 0.0016585946359555237, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5293662874028087, "total_loss": 0.05238384364565718}
{"data_time": 0.004118794808164239, "eta_seconds": 10446.071719757281, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 220659, "loss_box_reg": 0.006618459505261853, "loss_cls": 0.03878238261677325, "loss_rpn_cls": 0.0007373299099526776, "loss_rpn_loc": 0.0020727943683596095, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401173995342106, "total_loss": 0.04791182090059465}
{"data_time": 0.0039435699582099915, "eta_seconds": 10439.059780030511, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3508771929824561, "fast_rcnn/fg_cls_accuracy": 0.6491228070175439, "iteration": 220679, "loss_box_reg": 0.007195748432422988, "loss_cls": 0.04256827451172285, "loss_rpn_cls": 0.0006753568616773009, "loss_rpn_loc": 0.0016561192023800686, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.542816125554964, "total_loss": 0.05285392824976043}
{"data_time": 0.004454983863979578, "eta_seconds": 10428.711819957942, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4311145510835913, "fast_rcnn/fg_cls_accuracy": 0.5688854489164087, "iteration": 220699, "loss_box_reg": 0.007156699371989816, "loss_cls": 0.04329929954838008, "loss_rpn_cls": 0.0007802863627830448, "loss_rpn_loc": 0.002517540935514262, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5500871795229614, "total_loss": 0.053649713328695725}
{"data_time": 0.003942305920645595, "eta_seconds": 10413.665727141313, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.298936170212766, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 220719, "loss_box_reg": 0.007022304373094812, "loss_cls": 0.03977333795046434, "loss_rpn_cls": 0.00037666944865577534, "loss_rpn_loc": 0.0016351345966540975, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5364651004783809, "total_loss": 0.049988201335850135}
{"data_time": 0.004026916576549411, "eta_seconds": 10397.596794833895, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.28944618599791017, "fast_rcnn/fg_cls_accuracy": 0.6933124346917451, "iteration": 220739, "loss_box_reg": 0.006718433927744627, "loss_cls": 0.04137541353702545, "loss_rpn_cls": 0.0010416207575190128, "loss_rpn_loc": 0.00146601608958008, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392834229860455, "total_loss": 0.05134879433376227}
{"data_time": 0.00448127556592226, "eta_seconds": 10385.775871253805, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40164835164835166, "fast_rcnn/fg_cls_accuracy": 0.5983516483516483, "iteration": 220759, "loss_box_reg": 0.006636955658905208, "loss_cls": 0.04352148424368352, "loss_rpn_cls": 0.0010455114351088923, "loss_rpn_loc": 0.0016928146687860135, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5379534680396318, "total_loss": 0.05322837689413973}
{"data_time": 0.0039001458790153265, "eta_seconds": 10375.443433538312, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.11805555555555555, "fast_rcnn/fg_cls_accuracy": 0.875, "iteration": 220779, "loss_box_reg": 0.006921322434209287, "loss_cls": 0.04096782417036593, "loss_rpn_cls": 0.0008305301418261024, "loss_rpn_loc": 0.0018150646155845607, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5348812073934823, "total_loss": 0.051118129269866586}
{"data_time": 0.004221983952447772, "eta_seconds": 10364.647488027113, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2812891113892365, "fast_rcnn/fg_cls_accuracy": 0.596749226006192, "iteration": 220799, "loss_box_reg": 0.007243716667289846, "loss_cls": 0.04072889866074547, "loss_rpn_cls": 0.0013762508319814515, "loss_rpn_loc": 0.0023270058081834577, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.544420154299587, "total_loss": 0.052732383347809275}
{"data_time": 0.004060363629832864, "eta_seconds": 10353.38948009559, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4379968203497615, "fast_rcnn/fg_cls_accuracy": 0.5620031796502385, "iteration": 220819, "loss_box_reg": 0.006719606462866068, "loss_cls": 0.041810115246335045, "loss_rpn_cls": 0.0008658743628302545, "loss_rpn_loc": 0.0016026719786168542, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.540650807088241, "total_loss": 0.05098800812169202}
{"data_time": 0.004424965009093285, "eta_seconds": 10343.055597004713, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5071321321321322, "fast_rcnn/fg_cls_accuracy": 0.49286786786786785, "iteration": 220839, "loss_box_reg": 0.006765717334928922, "loss_cls": 0.040865287533961236, "loss_rpn_cls": 0.0004993358616047772, "loss_rpn_loc": 0.002015654608840123, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5399510173592716, "total_loss": 0.05125199333861019}
{"data_time": 0.00366574595682323, "eta_seconds": 10331.798552656779, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4100197758734344, "fast_rcnn/fg_cls_accuracy": 0.5805617147080562, "iteration": 220859, "loss_box_reg": 0.006815993809141219, "loss_cls": 0.04065852041821927, "loss_rpn_cls": 0.0006381175210208312, "loss_rpn_loc": 0.0013266082114569144, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5469576246105134, "total_loss": 0.05277534277144014}
{"data_time": 0.004367071436718106, "eta_seconds": 10315.841367960209, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4757543103448276, "fast_rcnn/fg_cls_accuracy": 0.5242456896551724, "iteration": 220879, "loss_box_reg": 0.007256946119014174, "loss_cls": 0.041501376195810735, "loss_rpn_cls": 0.0005089160232500944, "loss_rpn_loc": 0.0018266663282702211, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5374820700380951, "total_loss": 0.05099730485284226}
{"data_time": 0.004727037390694022, "eta_seconds": 10305.423119607847, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39124597207303974, "fast_rcnn/fg_cls_accuracy": 0.6087540279269603, "iteration": 220899, "loss_box_reg": 0.007356768648605794, "loss_cls": 0.041796941484790295, "loss_rpn_cls": 0.0009477605228767061, "loss_rpn_loc": 0.002651624560712662, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5360627479385585, "total_loss": 0.05261240967433878}
{"data_time": 0.004292047582566738, "eta_seconds": 10299.412161498563, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3824013157894737, "fast_rcnn/fg_cls_accuracy": 0.6044407894736843, "iteration": 220919, "loss_box_reg": 0.006957153091207147, "loss_cls": 0.04183213610667735, "loss_rpn_cls": 0.0008948178782475225, "loss_rpn_loc": 0.0023902701250335667, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5416043661534786, "total_loss": 0.05299148624931149}
{"data_time": 0.003908429993316531, "eta_seconds": 10289.631509596016, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.40512820512820513, "fast_rcnn/fg_cls_accuracy": 0.5623136553369111, "iteration": 220939, "loss_box_reg": 0.007247394722071476, "loss_cls": 0.04167949967086315, "loss_rpn_cls": 0.0007480791134355513, "loss_rpn_loc": 0.0015071326852194034, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5422006903681904, "total_loss": 0.05221820653147802}
{"data_time": 0.004162486409768462, "eta_seconds": 10274.413161706645, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.30208333333333337, "fast_rcnn/fg_cls_accuracy": 0.6979166666666667, "iteration": 220959, "loss_box_reg": 0.006788349885027856, "loss_cls": 0.04448106070049107, "loss_rpn_cls": 0.0008794373827640811, "loss_rpn_loc": 0.0017879323222587118, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374876915011555, "total_loss": 0.05455748381922376}
{"data_time": 0.004643258871510625, "eta_seconds": 10267.483978426317, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.41436100131752307, "fast_rcnn/fg_cls_accuracy": 0.5856389986824769, "iteration": 220979, "loss_box_reg": 0.0067807845189236104, "loss_cls": 0.04202051187166944, "loss_rpn_cls": 0.0007653494851638243, "loss_rpn_loc": 0.002274004566061194, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432543065398932, "total_loss": 0.052629870208647844}
{"data_time": 0.004646605346351862, "eta_seconds": 10263.75212320243, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3819548872180451, "fast_rcnn/fg_cls_accuracy": 0.6180451127819548, "iteration": 220999, "loss_box_reg": 0.006943012762349099, "loss_cls": 0.041422073263674974, "loss_rpn_cls": 0.000659020484448547, "loss_rpn_loc": 0.001655245210713474, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54779595695436, "total_loss": 0.051318875841047884}
{"data_time": 0.004110422218218446, "eta_seconds": 10245.674031838775, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5080645161290323, "fast_rcnn/fg_cls_accuracy": 0.49193548387096775, "iteration": 221019, "loss_box_reg": 0.007214316661702469, "loss_cls": 0.04125868668779731, "loss_rpn_cls": 0.0005661344182499306, "loss_rpn_loc": 0.002084793071844615, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5381519284565002, "total_loss": 0.052319431907335456}
{"data_time": 0.0038982070982456207, "eta_seconds": 10235.648866977077, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3088235294117647, "fast_rcnn/fg_cls_accuracy": 0.6911764705882353, "iteration": 221039, "loss_box_reg": 0.0067423121217871085, "loss_cls": 0.04217298416187987, "loss_rpn_cls": 0.00039175712197447865, "loss_rpn_loc": 0.0020903825943605625, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.533833391033113, "total_loss": 0.05242135496450828}
{"data_time": 0.0040178620256483555, "eta_seconds": 10220.453741709236, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2662048490846116, "fast_rcnn/fg_cls_accuracy": 0.710038188761593, "iteration": 221059, "loss_box_reg": 0.006840816145995632, "loss_cls": 0.03877719410229474, "loss_rpn_cls": 0.0012577900279779897, "loss_rpn_loc": 0.0016962794688879512, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389361914712936, "total_loss": 0.050212927169098975}
{"data_time": 0.004472752334550023, "eta_seconds": 10209.661857709754, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22086466165413532, "fast_rcnn/fg_cls_accuracy": 0.6787658802177858, "iteration": 221079, "loss_box_reg": 0.006550568563397974, "loss_cls": 0.042110145557671785, "loss_rpn_cls": 0.0011088805130157198, "loss_rpn_loc": 0.0015701066095061833, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5378310042433441, "total_loss": 0.050631553514563166}
{"data_time": 0.004131700610741973, "eta_seconds": 10197.150656127604, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5530145530145529, "fast_rcnn/fg_cls_accuracy": 0.43347193347193347, "iteration": 221099, "loss_box_reg": 0.006951707124244422, "loss_cls": 0.043127285898663104, "loss_rpn_cls": 0.0010481101492132439, "loss_rpn_loc": 0.0016427732953161467, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5359193554613739, "total_loss": 0.05375552814331286}
{"data_time": 0.003975778352469206, "eta_seconds": 10186.360591415549, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.65, "iteration": 221119, "loss_box_reg": 0.007041088218102232, "loss_cls": 0.042589073767885566, "loss_rpn_cls": 0.001311707515924354, "loss_rpn_loc": 0.001683301270531956, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5417115348391235, "total_loss": 0.05330744335071813}
{"data_time": 0.00436643953435123, "eta_seconds": 10175.464368546149, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2271889400921659, "fast_rcnn/fg_cls_accuracy": 0.7442396313364055, "iteration": 221139, "loss_box_reg": 0.0072285848000319675, "loss_cls": 0.04029422817984596, "loss_rpn_cls": 0.0008551917485419835, "loss_rpn_loc": 0.001955855639607762, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5407874924130738, "total_loss": 0.0511001829411839}
{"data_time": 0.004532775608822703, "eta_seconds": 10160.261566171423, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.35895270270270274, "fast_rcnn/fg_cls_accuracy": 0.6410472972972974, "iteration": 221159, "loss_box_reg": 0.007314942049561068, "loss_cls": 0.04436862442526035, "loss_rpn_cls": 0.0005698636757642817, "loss_rpn_loc": 0.001648263505558134, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5352097991853952, "total_loss": 0.05536423974592708}
{"data_time": 0.0037982084322720766, "eta_seconds": 10145.543152649188, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.48333333333333334, "fast_rcnn/fg_cls_accuracy": 0.5166666666666666, "iteration": 221179, "loss_box_reg": 0.006998504482908174, "loss_cls": 0.039710197248496115, "loss_rpn_cls": 0.0009528605028208403, "loss_rpn_loc": 0.001831723425311793, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5318229319527745, "total_loss": 0.04955770871765708}
{"data_time": 0.004578763851895928, "eta_seconds": 10134.762064340757, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3495475113122172, "fast_rcnn/fg_cls_accuracy": 0.6504524886877828, "iteration": 221199, "loss_box_reg": 0.007623527577379718, "loss_cls": 0.04136582126375288, "loss_rpn_cls": 0.0005496415400898513, "loss_rpn_loc": 0.0018284122452314477, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5338682082947344, "total_loss": 0.051840345391781284}
{"data_time": 0.004570197081193328, "eta_seconds": 10125.54532936588, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36696969696969695, "fast_rcnn/fg_cls_accuracy": 0.633030303030303, "iteration": 221219, "loss_box_reg": 0.006793662585550919, "loss_cls": 0.04316099756397307, "loss_rpn_cls": 0.0004100285752883792, "loss_rpn_loc": 0.0016655793224344961, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404625178780407, "total_loss": 0.05296993710521747}
{"data_time": 0.00391881656832993, "eta_seconds": 10118.210152482614, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.42842741935483875, "fast_rcnn/fg_cls_accuracy": 0.5715725806451613, "iteration": 221239, "loss_box_reg": 0.006545477619511075, "loss_cls": 0.04357065225485712, "loss_rpn_cls": 0.00046622215745628637, "loss_rpn_loc": 0.0017157658185169566, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5384824855718762, "total_loss": 0.05323122871010355}
{"data_time": 0.004186865175142884, "eta_seconds": 10106.958414705237, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4085239085239085, "fast_rcnn/fg_cls_accuracy": 0.5914760914760915, "iteration": 221259, "loss_box_reg": 0.007027279745670967, "loss_cls": 0.04272717598360032, "loss_rpn_cls": 0.001122267221489892, "loss_rpn_loc": 0.0022517095821967814, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5382879602257162, "total_loss": 0.05394139769572348}
{"data_time": 0.003938571084290743, "eta_seconds": 10095.549959147349, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.396969696969697, "fast_rcnn/fg_cls_accuracy": 0.603030303030303, "iteration": 221279, "loss_box_reg": 0.006414307921659201, "loss_cls": 0.04053830914199352, "loss_rpn_cls": 0.0007465674752893392, "loss_rpn_loc": 0.002263651942485012, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412361815106124, "total_loss": 0.05098653689606181}
{"data_time": 0.0046906303614377975, "eta_seconds": 10082.414312575012, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3939393939393939, "fast_rcnn/fg_cls_accuracy": 0.6060606060606061, "iteration": 221299, "loss_box_reg": 0.006690710913971998, "loss_cls": 0.040681352897081524, "loss_rpn_cls": 0.0008929726711812691, "loss_rpn_loc": 0.0021215819870121777, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5395373059436679, "total_loss": 0.05200729096145551}
{"data_time": 0.004574368707835674, "eta_seconds": 10073.35034090071, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3611111111111111, "fast_rcnn/fg_cls_accuracy": 0.6388888888888888, "iteration": 221319, "loss_box_reg": 0.006729573477059603, "loss_cls": 0.03989862435264513, "loss_rpn_cls": 0.0011158487000102468, "loss_rpn_loc": 0.0022627719554293435, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5425817663781345, "total_loss": 0.05291834526099137}
{"data_time": 0.004556161118671298, "eta_seconds": 10056.863240437815, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3508771929824561, "fast_rcnn/fg_cls_accuracy": 0.6491228070175439, "iteration": 221339, "loss_box_reg": 0.007919733747257851, "loss_cls": 0.04024840414058417, "loss_rpn_cls": 0.0006719401649206702, "loss_rpn_loc": 0.002250607307360042, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5345323712099344, "total_loss": 0.052621718499267445}
{"data_time": 0.003959854133427143, "eta_seconds": 10044.43223682628, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4297619047619048, "fast_rcnn/fg_cls_accuracy": 0.5535714285714286, "iteration": 221359, "loss_box_reg": 0.006546351680299267, "loss_cls": 0.04272904075332917, "loss_rpn_cls": 0.00048323552729812036, "loss_rpn_loc": 0.0017663318612903822, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5378448169212788, "total_loss": 0.053436023505469166}
{"data_time": 0.003994542174041271, "eta_seconds": 10033.655527168186, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39583333333333337, "fast_rcnn/fg_cls_accuracy": 0.6041666666666667, "iteration": 221379, "loss_box_reg": 0.0067361933761276305, "loss_cls": 0.04240484384354204, "loss_rpn_cls": 0.0011351297523560788, "loss_rpn_loc": 0.0018127383336832281, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5513326800428331, "total_loss": 0.05180323107819618}
{"data_time": 0.0041733544785529375, "eta_seconds": 10025.202171560144, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.281524926686217, "fast_rcnn/fg_cls_accuracy": 0.718475073313783, "iteration": 221399, "loss_box_reg": 0.007284376930329017, "loss_cls": 0.0441747703589499, "loss_rpn_cls": 0.0006367057787883823, "loss_rpn_loc": 0.0015480364163522609, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414799263235182, "total_loss": 0.05465371065668023}
{"data_time": 0.004174673464149237, "eta_seconds": 10015.465450204909, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3845208845208845, "fast_rcnn/fg_cls_accuracy": 0.6154791154791155, "iteration": 221419, "loss_box_reg": 0.006987009808653966, "loss_cls": 0.040948992827907205, "loss_rpn_cls": 0.00073192370835784, "loss_rpn_loc": 0.001697100498859072, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5412814046721905, "total_loss": 0.05012653856937277}
{"data_time": 0.004671426955610514, "eta_seconds": 10003.643756052246, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4053030303030303, "fast_rcnn/fg_cls_accuracy": 0.5946969696969697, "iteration": 221439, "loss_box_reg": 0.006814512773416936, "loss_cls": 0.04246887733461335, "loss_rpn_cls": 0.0007490120128750277, "loss_rpn_loc": 0.001966478146641748, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5322367378976196, "total_loss": 0.054103572248720866}
{"data_time": 0.003956283675506711, "eta_seconds": 9993.904790498316, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.27303523035230354, "fast_rcnn/fg_cls_accuracy": 0.7059386973180077, "iteration": 221459, "loss_box_reg": 0.006687801651423797, "loss_cls": 0.04128616739762947, "loss_rpn_cls": 0.0006096513417332972, "loss_rpn_loc": 0.002092353815896786, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5368084965739399, "total_loss": 0.052728890394234895}
{"data_time": 0.004541037837043405, "eta_seconds": 9980.834523154888, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2661361626878868, "fast_rcnn/fg_cls_accuracy": 0.7210433244916004, "iteration": 221479, "loss_box_reg": 0.006817765883170068, "loss_cls": 0.04213428049115464, "loss_rpn_cls": 0.0008665691147484722, "loss_rpn_loc": 0.0015548644369118847, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5372628080658615, "total_loss": 0.05186376606565091}
{"data_time": 0.004554863786324859, "eta_seconds": 9973.045739714289, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3482142857142857, "fast_rcnn/fg_cls_accuracy": 0.6246305418719211, "iteration": 221499, "loss_box_reg": 0.0070187501987675205, "loss_cls": 0.043129584984853864, "loss_rpn_cls": 0.0008594546102358436, "loss_rpn_loc": 0.0021461505166371353, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.54934286698699, "total_loss": 0.052778920861328515}
{"data_time": 0.004652825649827719, "eta_seconds": 9963.799636004027, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.27056277056277056, "fast_rcnn/fg_cls_accuracy": 0.7294372294372294, "iteration": 221519, "loss_box_reg": 0.006547081982716918, "loss_cls": 0.040108717628754675, "loss_rpn_cls": 0.000602235965516229, "loss_rpn_loc": 0.0017614506632526172, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5378798856399953, "total_loss": 0.048754986852713955}
{"data_time": 0.0041435579769313335, "eta_seconds": 9954.417190923356, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.45704134366925064, "fast_rcnn/fg_cls_accuracy": 0.5429586563307494, "iteration": 221539, "loss_box_reg": 0.00716830842429772, "loss_cls": 0.04280869383364916, "loss_rpn_cls": 0.0007148990457892523, "loss_rpn_loc": 0.0020679331792052835, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5448677721433342, "total_loss": 0.05356713514248668}
{"data_time": 0.004582057241350412, "eta_seconds": 9942.234137089457, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4928571428571429, "fast_rcnn/fg_cls_accuracy": 0.5018237082066869, "iteration": 221559, "loss_box_reg": 0.006848015007562935, "loss_cls": 0.04376646166201681, "loss_rpn_cls": 0.0004842250174306173, "loss_rpn_loc": 0.0019876800761267077, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5413268078118563, "total_loss": 0.054423421063575006}
{"data_time": 0.004118158482015133, "eta_seconds": 9931.451387632173, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37935540069686413, "fast_rcnn/fg_cls_accuracy": 0.6206445993031359, "iteration": 221579, "loss_box_reg": 0.00705707905581221, "loss_cls": 0.0415039278450422, "loss_rpn_cls": 0.0009119918605620114, "loss_rpn_loc": 0.001658513519942062, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5422995709814131, "total_loss": 0.0512271487479552}
{"data_time": 0.0043521905317902565, "eta_seconds": 9922.98567374982, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4193965517241379, "fast_rcnn/fg_cls_accuracy": 0.580603448275862, "iteration": 221599, "loss_box_reg": 0.006871987134218216, "loss_cls": 0.04298117390135303, "loss_rpn_cls": 0.0011070317566463928, "loss_rpn_loc": 0.001671061092565651, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5425330195575953, "total_loss": 0.052115395337182235}
{"data_time": 0.004411665955558419, "eta_seconds": 9911.280124931596, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4817073170731707, "fast_rcnn/fg_cls_accuracy": 0.5182926829268293, "iteration": 221619, "loss_box_reg": 0.0067500142904464155, "loss_cls": 0.04225771129131317, "loss_rpn_cls": 0.0011542405713953485, "loss_rpn_loc": 0.001977905529201962, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5360007288400084, "total_loss": 0.05242473584871732}
{"data_time": 0.004129776963964105, "eta_seconds": 9904.435479311273, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3033088235294118, "fast_rcnn/fg_cls_accuracy": 0.6966911764705883, "iteration": 221639, "loss_box_reg": 0.007132266211556271, "loss_cls": 0.041754160600248724, "loss_rpn_cls": 0.000557581590328482, "loss_rpn_loc": 0.0018839078929886455, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.540560961002484, "total_loss": 0.05116640363678471}
{"data_time": 0.004426257219165564, "eta_seconds": 9892.525712067029, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3279761904761905, "fast_rcnn/fg_cls_accuracy": 0.6720238095238096, "iteration": 221659, "loss_box_reg": 0.007447392155881971, "loss_cls": 0.0394439852098003, "loss_rpn_cls": 0.0009201920530585994, "loss_rpn_loc": 0.0020803314764634706, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5365788545459509, "total_loss": 0.05171957498669144}
{"data_time": 0.004332741955295205, "eta_seconds": 9879.844602400437, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34615384615384615, "fast_rcnn/fg_cls_accuracy": 0.6121794871794872, "iteration": 221679, "loss_box_reg": 0.007056019414449111, "loss_cls": 0.043169432785362005, "loss_rpn_cls": 0.0008135389908261459, "loss_rpn_loc": 0.0017349366753478535, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370803999248892, "total_loss": 0.05272459444177002}
{"data_time": 0.003970621386542916, "eta_seconds": 9869.31759154913, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.24285714285714285, "fast_rcnn/fg_cls_accuracy": 0.7571428571428571, "iteration": 221699, "loss_box_reg": 0.006633481141761877, "loss_cls": 0.04207435203716159, "loss_rpn_cls": 0.00110560376401736, "loss_rpn_loc": 0.0016251510805886937, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437238097656518, "total_loss": 0.05247832657977369}
{"data_time": 0.004565012641251087, "eta_seconds": 9858.881958232028, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1442652329749104, "fast_rcnn/fg_cls_accuracy": 0.7052380952380952, "iteration": 221719, "loss_box_reg": 0.007274184434209019, "loss_cls": 0.042811325256479904, "loss_rpn_cls": 0.0008175597920967448, "loss_rpn_loc": 0.0021280063738231547, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363903697580099, "total_loss": 0.0541258660551307}
{"data_time": 0.004167899722233415, "eta_seconds": 9849.376371411374, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.6269644334160464, "fast_rcnn/fg_cls_accuracy": 0.37303556658395365, "iteration": 221739, "loss_box_reg": 0.006505358614958823, "loss_cls": 0.044308233889751136, "loss_rpn_cls": 0.0010707952638995266, "loss_rpn_loc": 0.0023061448091539205, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5416770381852984, "total_loss": 0.05378194326664243}
{"data_time": 0.004361002705991268, "eta_seconds": 9841.699997718446, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.6124031007751938, "fast_rcnn/fg_cls_accuracy": 0.3875968992248062, "iteration": 221759, "loss_box_reg": 0.006837594832177274, "loss_cls": 0.03915928001515567, "loss_rpn_cls": 0.0008484675710178635, "loss_rpn_loc": 0.0019823183811240597, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5433270235080272, "total_loss": 0.04986447280367656}
{"data_time": 0.004254113882780075, "eta_seconds": 9832.498313079122, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.48404255319148937, "fast_rcnn/fg_cls_accuracy": 0.5159574468085106, "iteration": 221779, "loss_box_reg": 0.007255730772158131, "loss_cls": 0.04280823247972876, "loss_rpn_cls": 0.0006160105450589981, "loss_rpn_loc": 0.0014663934289274039, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.541404452174902, "total_loss": 0.05187628614407913}
{"data_time": 0.004388094646856189, "eta_seconds": 9820.1185054807, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3358676207513417, "fast_rcnn/fg_cls_accuracy": 0.6641323792486583, "iteration": 221799, "loss_box_reg": 0.006291345009231009, "loss_cls": 0.04059845022857189, "loss_rpn_cls": 0.0009509716106776978, "loss_rpn_loc": 0.0018398431348032318, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401591169647872, "total_loss": 0.05192108796018147}
{"data_time": 0.004678160650655627, "eta_seconds": 9811.76990321395, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4273182957393483, "fast_rcnn/fg_cls_accuracy": 0.513157894736842, "iteration": 221819, "loss_box_reg": 0.007123864343157038, "loss_cls": 0.04203293810132891, "loss_rpn_cls": 0.0006636294835971057, "loss_rpn_loc": 0.0020551638190227095, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5405766344629228, "total_loss": 0.05317076037849233}
{"data_time": 0.004596146056428552, "eta_seconds": 9798.525499208132, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39528508771929827, "fast_rcnn/fg_cls_accuracy": 0.5915570175438596, "iteration": 221839, "loss_box_reg": 0.00771808231365867, "loss_cls": 0.04099424777086824, "loss_rpn_cls": 0.0006483590433390418, "loss_rpn_loc": 0.0023539488847745815, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338385128416121, "total_loss": 0.05136871848856117}
{"data_time": 0.0041686424519866705, "eta_seconds": 9787.734765769215, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3525798525798526, "fast_rcnn/fg_cls_accuracy": 0.6322686322686323, "iteration": 221859, "loss_box_reg": 0.007262821716722101, "loss_cls": 0.04151461599394679, "loss_rpn_cls": 0.0007206190385318223, "loss_rpn_loc": 0.0019155432401021244, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433711712248623, "total_loss": 0.05311642949288853}
{"data_time": 0.0038382201455533504, "eta_seconds": 9777.988780276617, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3065637065637066, "fast_rcnn/fg_cls_accuracy": 0.6934362934362934, "iteration": 221879, "loss_box_reg": 0.007321510754991323, "loss_cls": 0.04419747169595212, "loss_rpn_cls": 0.0006382448680142261, "loss_rpn_loc": 0.002159279421903193, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.537131414283067, "total_loss": 0.05536503500556478}
{"data_time": 0.003610695246607065, "eta_seconds": 9768.06117146206, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4949066213921901, "fast_rcnn/fg_cls_accuracy": 0.4752688172043011, "iteration": 221899, "loss_box_reg": 0.007032387773506343, "loss_cls": 0.04396060842555016, "loss_rpn_cls": 0.0008864923513556278, "loss_rpn_loc": 0.0018627523731993278, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5430620738770813, "total_loss": 0.05461316474384148}
{"data_time": 0.004227632191032171, "eta_seconds": 9755.362565452466, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.22879776328052193, "fast_rcnn/fg_cls_accuracy": 0.7712022367194781, "iteration": 221919, "loss_box_reg": 0.007059829236823134, "loss_cls": 0.042896638507954776, "loss_rpn_cls": 0.0011930811660931795, "loss_rpn_loc": 0.0020921409959555604, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354572818614542, "total_loss": 0.05345616646832241}
{"data_time": 0.0045363157987594604, "eta_seconds": 9744.57183201355, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2755102040816326, "fast_rcnn/fg_cls_accuracy": 0.7244897959183674, "iteration": 221939, "loss_box_reg": 0.007083226155373268, "loss_cls": 0.03987332369433716, "loss_rpn_cls": 0.0008351617412927226, "loss_rpn_loc": 0.00201745105732698, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423719906248152, "total_loss": 0.0504892144307405}
{"data_time": 0.003661687020212412, "eta_seconds": 9733.781098574633, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34182908545727136, "fast_rcnn/fg_cls_accuracy": 0.6581709145427286, "iteration": 221959, "loss_box_reg": 0.00751992774894461, "loss_cls": 0.04312532168114558, "loss_rpn_cls": 0.0006461706905156461, "loss_rpn_loc": 0.0017216670730704209, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335454768501222, "total_loss": 0.05331750122940093}
{"data_time": 0.0035623516887426376, "eta_seconds": 9722.990365135716, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.3139204545454546, "fast_rcnn/fg_cls_accuracy": 0.6633522727272727, "iteration": 221979, "loss_box_reg": 0.006388286346918903, "loss_cls": 0.03987953602336347, "loss_rpn_cls": 0.0008508957636195191, "loss_rpn_loc": 0.0019244644026912283, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5424723480828106, "total_loss": 0.04914120376724895}
{"data_time": 0.0036947098560631275, "eta_seconds": 9707.878897770075, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.386046511627907, "fast_rcnn/fg_cls_accuracy": 0.5840909090909091, "iteration": 221999, "loss_box_reg": 0.006685964894131757, "loss_cls": 0.040234440530184656, "loss_rpn_cls": 0.0006956191532481171, "loss_rpn_loc": 0.0017199626654473832, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5362585759721696, "total_loss": 0.051425646126801894}
{"data_time": 0.00408392446115613, "eta_seconds": 9696.139018468093, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36789554531490015, "fast_rcnn/fg_cls_accuracy": 0.6321044546850998, "iteration": 222019, "loss_box_reg": 0.006667443318292499, "loss_cls": 0.041129964316496626, "loss_rpn_cls": 0.000893700205949699, "loss_rpn_loc": 0.001825492552598007, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5334012997336686, "total_loss": 0.05131143530832105}
{"data_time": 0.004033430479466915, "eta_seconds": 9686.307031989796, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.19476744186046513, "fast_rcnn/fg_cls_accuracy": 0.7840909090909092, "iteration": 222039, "loss_box_reg": 0.00695837166858837, "loss_cls": 0.040808962017763406, "loss_rpn_cls": 0.0004777022387543184, "loss_rpn_loc": 0.0024357965303352103, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399279873818159, "total_loss": 0.052387269694690985}
{"data_time": 0.003962700720876455, "eta_seconds": 9675.177690289216, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.15740740740740738, "fast_rcnn/fg_cls_accuracy": 0.7850877192982456, "iteration": 222059, "loss_box_reg": 0.007388594603980891, "loss_cls": 0.03908840077929199, "loss_rpn_cls": 0.0006568211405806323, "loss_rpn_loc": 0.001751271523971809, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5342536838725209, "total_loss": 0.048625657951447465}
{"data_time": 0.00401570089161396, "eta_seconds": 9664.735166209517, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.6805555555555556, "iteration": 222079, "loss_box_reg": 0.007359250448644161, "loss_cls": 0.04025668976828456, "loss_rpn_cls": 0.0009593879465796817, "loss_rpn_loc": 0.0017175160828628577, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5429498124867678, "total_loss": 0.049981568840905766}
{"data_time": 0.004020439926534891, "eta_seconds": 9653.606590149226, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4125, "fast_rcnn/fg_cls_accuracy": 0.5874999999999999, "iteration": 222099, "loss_box_reg": 0.007311647292226553, "loss_cls": 0.04311054619029164, "loss_rpn_cls": 0.0009446713643228577, "loss_rpn_loc": 0.0022793832868046593, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5330678629688919, "total_loss": 0.054278478725336754}
{"data_time": 0.004216776229441166, "eta_seconds": 9634.556820252445, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32302892796369825, "fast_rcnn/fg_cls_accuracy": 0.6769710720363018, "iteration": 222119, "loss_box_reg": 0.00607285788282752, "loss_cls": 0.040930685529019684, "loss_rpn_cls": 0.0010562823613327055, "loss_rpn_loc": 0.0016388211370212957, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5367631302215159, "total_loss": 0.04956073136725081}
{"data_time": 0.003455027472227812, "eta_seconds": 9621.377003689995, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2817531305903399, "fast_rcnn/fg_cls_accuracy": 0.6538461538461539, "iteration": 222139, "loss_box_reg": 0.006495622263173573, "loss_cls": 0.03888207027921453, "loss_rpn_cls": 0.0008650840352402156, "loss_rpn_loc": 0.0016706651349522872, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5353771415539086, "total_loss": 0.0479872449733989}
{"data_time": 0.003986096475273371, "eta_seconds": 9623.932976765558, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4206514206514207, "fast_rcnn/fg_cls_accuracy": 0.5793485793485793, "iteration": 222159, "loss_box_reg": 0.006455131486291066, "loss_cls": 0.04242214761325158, "loss_rpn_cls": 0.0008096391449612383, "loss_rpn_loc": 0.0014556976275343914, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5505253369919956, "total_loss": 0.05279474717838184}
{"data_time": 0.004058540798723698, "eta_seconds": 9614.837144715944, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.32016129032258067, "fast_rcnn/fg_cls_accuracy": 0.6798387096774194, "iteration": 222179, "loss_box_reg": 0.00740627056802623, "loss_cls": 0.04045918304473162, "loss_rpn_cls": 0.0006429029055254887, "loss_rpn_loc": 0.0019830603796435753, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5386758893728256, "total_loss": 0.05157872638091021}
{"data_time": 0.0036169886589050293, "eta_seconds": 9605.318595977267, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.403125, "fast_rcnn/fg_cls_accuracy": 0.596875, "iteration": 222199, "loss_box_reg": 0.007452564168488607, "loss_cls": 0.03988577163545415, "loss_rpn_cls": 0.0009435993471811344, "loss_rpn_loc": 0.002521378737583291, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5442416514270008, "total_loss": 0.049718178145610636}
{"data_time": 0.0036340183578431606, "eta_seconds": 9593.256229739869, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2552083333333333, "fast_rcnn/fg_cls_accuracy": 0.703125, "iteration": 222219, "loss_box_reg": 0.006786758603993803, "loss_cls": 0.04009138070978224, "loss_rpn_cls": 0.0008961473761246452, "loss_rpn_loc": 0.0017099082797358278, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5347982691600919, "total_loss": 0.04961070825265779}
{"data_time": 0.004128321073949337, "eta_seconds": 9582.465772251831, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.13763197586727, "fast_rcnn/fg_cls_accuracy": 0.8232323232323233, "iteration": 222239, "loss_box_reg": 0.006713481285260059, "loss_cls": 0.037828202184755355, "loss_rpn_cls": 0.0007534482510607177, "loss_rpn_loc": 0.001488675767177483, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5361369894817472, "total_loss": 0.04962518454658493}
{"data_time": 0.004401026759296656, "eta_seconds": 9575.18316469295, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.5036297640653358, "fast_rcnn/fg_cls_accuracy": 0.4291187739463601, "iteration": 222259, "loss_box_reg": 0.007270855290698819, "loss_cls": 0.04238510271534324, "loss_rpn_cls": 0.0009692990863641171, "loss_rpn_loc": 0.0020456017155083828, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 248.75, "rpn/num_pos_anchors": 7.25, "time": 0.5458283242769539, "total_loss": 0.05313545161604338}
{"data_time": 0.004086946602910757, "eta_seconds": 9562.997183552245, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.321875, "fast_rcnn/fg_cls_accuracy": 0.678125, "iteration": 222279, "loss_box_reg": 0.007172746132710017, "loss_cls": 0.0416844692081213, "loss_rpn_cls": 0.0004977669630079617, "loss_rpn_loc": 0.001778443041985156, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5375891570001841, "total_loss": 0.05341166121979768}
{"data_time": 0.00412773247808218, "eta_seconds": 9553.117349717999, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.46291208791208793, "fast_rcnn/fg_cls_accuracy": 0.5370879120879121, "iteration": 222299, "loss_box_reg": 0.006803365424275398, "loss_cls": 0.041984092677012086, "loss_rpn_cls": 0.0005883835749784794, "loss_rpn_loc": 0.0015676332786824787, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.539807072840631, "total_loss": 0.05365568741430593}
{"data_time": 0.004066553898155689, "eta_seconds": 9542.799928692635, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47110904007455734, "fast_rcnn/fg_cls_accuracy": 0.5288909599254428, "iteration": 222319, "loss_box_reg": 0.007281144615262747, "loss_cls": 0.0441732513718307, "loss_rpn_cls": 0.0006350548239879572, "loss_rpn_loc": 0.0020045037781528663, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5452785929664969, "total_loss": 0.05390048118334789}
{"data_time": 0.004139145370572805, "eta_seconds": 9534.00171421934, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.295578231292517, "fast_rcnn/fg_cls_accuracy": 0.704421768707483, "iteration": 222339, "loss_box_reg": 0.007020772318355739, "loss_cls": 0.04252599831670523, "loss_rpn_cls": 0.000917212440754156, "loss_rpn_loc": 0.0023954352291184478, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5332439225167036, "total_loss": 0.05284639203637198}
{"data_time": 0.004536001477390528, "eta_seconds": 9524.273827409372, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4705069124423963, "fast_rcnn/fg_cls_accuracy": 0.5294930875576036, "iteration": 222359, "loss_box_reg": 0.006997891643550247, "loss_cls": 0.04136433778330684, "loss_rpn_cls": 0.001014621204035393, "loss_rpn_loc": 0.0016583347551204497, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5348356189206243, "total_loss": 0.05132405236156501}
{"data_time": 0.003602386452257633, "eta_seconds": 9509.02180453157, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.12525987525987525, "fast_rcnn/fg_cls_accuracy": 0.8747401247401247, "iteration": 222379, "loss_box_reg": 0.006972473696805537, "loss_cls": 0.040948266978375614, "loss_rpn_cls": 0.0008307135840937008, "loss_rpn_loc": 0.0017496351429144852, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5362375271506608, "total_loss": 0.05112288310056101}
{"data_time": 0.004444247577339411, "eta_seconds": 9494.563809029292, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.46621621621621623, "fast_rcnn/fg_cls_accuracy": 0.5337837837837838, "iteration": 222399, "loss_box_reg": 0.0062542732048314065, "loss_cls": 0.03627230616984889, "loss_rpn_cls": 0.000649959081556517, "loss_rpn_loc": 0.0018965246963489335, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5364727037958801, "total_loss": 0.046751075846316326}
{"data_time": 0.0037636710330843925, "eta_seconds": 9479.20125437039, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.416969696969697, "fast_rcnn/fg_cls_accuracy": 0.5563157894736843, "iteration": 222419, "loss_box_reg": 0.007150809979066253, "loss_cls": 0.041154388105496764, "loss_rpn_cls": 0.0009418327007324478, "loss_rpn_loc": 0.0021541819878621027, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5329492217861116, "total_loss": 0.051671482672190905}
{"data_time": 0.0037089288234710693, "eta_seconds": 9472.986480902415, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.09062927496580028, "fast_rcnn/fg_cls_accuracy": 0.8574675324675325, "iteration": 222439, "loss_box_reg": 0.00711444417538587, "loss_cls": 0.040595373284304515, "loss_rpn_cls": 0.000662141983013953, "loss_rpn_loc": 0.0019804247676802333, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5413942192681134, "total_loss": 0.05276806009752022}
{"data_time": 0.0035860156640410423, "eta_seconds": 9458.871838215273, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4614370468029005, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 222459, "loss_box_reg": 0.007533425115980208, "loss_cls": 0.04554321488831192, "loss_rpn_cls": 0.001199250705326449, "loss_rpn_loc": 0.00174224827424041, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.536396318115294, "total_loss": 0.055157202064151534}
{"data_time": 0.004093795549124479, "eta_seconds": 9448.0869663856, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.5150309460654288, "fast_rcnn/fg_cls_accuracy": 0.4849690539345712, "iteration": 222479, "loss_box_reg": 0.006820905153290369, "loss_cls": 0.04316301713697612, "loss_rpn_cls": 0.0007070971696521156, "loss_rpn_loc": 0.0017244983064301778, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5372334290295839, "total_loss": 0.052173259219102874}
{"data_time": 0.0035828384570777416, "eta_seconds": 9432.175920941401, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.46683673469387754, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 222499, "loss_box_reg": 0.006569212535396218, "loss_cls": 0.04152611026074737, "loss_rpn_cls": 0.0004316011152241117, "loss_rpn_loc": 0.0015593831085425336, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388687206432223, "total_loss": 0.05165464703600264}
{"data_time": 0.0037854891270399094, "eta_seconds": 9422.740410690196, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5732142857142857, "iteration": 222519, "loss_box_reg": 0.00706255815748591, "loss_cls": 0.04373335250420496, "loss_rpn_cls": 0.0007433441248849704, "loss_rpn_loc": 0.0018589404771773843, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392721109092236, "total_loss": 0.05349959867601228}
{"data_time": 0.003947497811168432, "eta_seconds": 9408.479223931907, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3500942803268385, "fast_rcnn/fg_cls_accuracy": 0.6499057196731616, "iteration": 222539, "loss_box_reg": 0.006561464906553738, "loss_cls": 0.04323068854864687, "loss_rpn_cls": 0.0008684794016176056, "loss_rpn_loc": 0.0019922888568544295, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5355973476544023, "total_loss": 0.0534713363850301}
{"data_time": 0.004401335958391428, "eta_seconds": 9395.199749736115, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.23015873015873015, "fast_rcnn/fg_cls_accuracy": 0.7513227513227513, "iteration": 222559, "loss_box_reg": 0.006899900239659473, "loss_cls": 0.04053778131492436, "loss_rpn_cls": 0.0007488230472745272, "loss_rpn_loc": 0.001895676773528976, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5433523212559521, "total_loss": 0.05138005361385467}
{"data_time": 0.003754995297640562, "eta_seconds": 9379.867422035895, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5416354088522131, "fast_rcnn/fg_cls_accuracy": 0.45836459114778694, "iteration": 222579, "loss_box_reg": 0.006923198321601376, "loss_cls": 0.040788669197354466, "loss_rpn_cls": 0.0006642451328389143, "loss_rpn_loc": 0.002288585938003962, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5308410450816154, "total_loss": 0.05128563727956248}
{"data_time": 0.003971359226852655, "eta_seconds": 9368.850698737195, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30564784053156147, "fast_rcnn/fg_cls_accuracy": 0.6547619047619048, "iteration": 222599, "loss_box_reg": 0.006310128344921395, "loss_cls": 0.04239881958346814, "loss_rpn_cls": 0.0005481878246769156, "loss_rpn_loc": 0.0023313057517952984, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538110266905278, "total_loss": 0.05256320963133021}
{"data_time": 0.003693979699164629, "eta_seconds": 9357.89190183836, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.36418439716312057, "fast_rcnn/fg_cls_accuracy": 0.6358156028368794, "iteration": 222619, "loss_box_reg": 0.00686846105963923, "loss_cls": 0.04189320688601583, "loss_rpn_cls": 0.0009122928106535255, "loss_rpn_loc": 0.0019121957302559167, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5348373334854841, "total_loss": 0.05277226649536715}
{"data_time": 0.004582291003316641, "eta_seconds": 9341.754271235783, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.416988416988417, "fast_rcnn/fg_cls_accuracy": 0.583011583011583, "iteration": 222639, "loss_box_reg": 0.00768595389672555, "loss_cls": 0.04098370997235179, "loss_rpn_cls": 0.0006937225799106272, "loss_rpn_loc": 0.0016798274391476298, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5306146275252104, "total_loss": 0.051114241149392114}
{"data_time": 0.0039850808680057526, "eta_seconds": 9334.575312558096, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3648809523809524, "fast_rcnn/fg_cls_accuracy": 0.6351190476190476, "iteration": 222659, "loss_box_reg": 0.006841466994956136, "loss_cls": 0.04210902296472341, "loss_rpn_cls": 0.0005088721936772345, "loss_rpn_loc": 0.0017599910897843074, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442293174564838, "total_loss": 0.05191316469881713}
{"data_time": 0.0039194077253341675, "eta_seconds": 9325.58803473576, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.18859649122807015, "fast_rcnn/fg_cls_accuracy": 0.8114035087719298, "iteration": 222679, "loss_box_reg": 0.007041128177661449, "loss_cls": 0.03852923773229122, "loss_rpn_cls": 0.0006414796570197723, "loss_rpn_loc": 0.0021330765357561177, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5397694851271808, "total_loss": 0.049346393920586706}
{"data_time": 0.003357075620442629, "eta_seconds": 9310.157679822296, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3633333333333333, "fast_rcnn/fg_cls_accuracy": 0.6366666666666667, "iteration": 222699, "loss_box_reg": 0.006937700760317966, "loss_cls": 0.03769355182885192, "loss_rpn_cls": 0.0006058805817019675, "loss_rpn_loc": 0.0018082907517964486, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5328296087682247, "total_loss": 0.04901195155218829}
{"data_time": 0.004571862053126097, "eta_seconds": 9299.395113866776, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4158249158249158, "fast_rcnn/fg_cls_accuracy": 0.43308080808080807, "iteration": 222719, "loss_box_reg": 0.0073157979641109705, "loss_cls": 0.04338002891745418, "loss_rpn_cls": 0.0006779043703204479, "loss_rpn_loc": 0.0015061033991514705, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362604088149965, "total_loss": 0.053339339968147215}
{"data_time": 0.0037775724194943905, "eta_seconds": 9278.667670611758, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3775419982316534, "fast_rcnn/fg_cls_accuracy": 0.6224580017683465, "iteration": 222739, "loss_box_reg": 0.006611919714487158, "loss_cls": 0.04191934142727405, "loss_rpn_cls": 0.0005342887599226742, "loss_rpn_loc": 0.0018567352308309637, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5259133954532444, "total_loss": 0.052986779739057965}
{"data_time": 0.004335444420576096, "eta_seconds": 9265.369427172001, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.31698564593301437, "fast_rcnn/fg_cls_accuracy": 0.6760731319554849, "iteration": 222759, "loss_box_reg": 0.0067592904379125684, "loss_cls": 0.04417943116277456, "loss_rpn_cls": 0.0008630759695051893, "loss_rpn_loc": 0.0023512531770393252, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5364106078632176, "total_loss": 0.05510842673947991}
{"data_time": 0.0038418094627559185, "eta_seconds": 9251.202853376977, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3734693877551021, "fast_rcnn/fg_cls_accuracy": 0.614030612244898, "iteration": 222779, "loss_box_reg": 0.006386725028278306, "loss_cls": 0.04228775727096945, "loss_rpn_cls": 0.0009105189520823842, "loss_rpn_loc": 0.0016783283881522948, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5306268087588251, "total_loss": 0.05242909678980823}
{"data_time": 0.003990305121988058, "eta_seconds": 9243.873297186103, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.35036945812807885, "fast_rcnn/fg_cls_accuracy": 0.6496305418719213, "iteration": 222799, "loss_box_reg": 0.006603520552744158, "loss_cls": 0.04318625514861196, "loss_rpn_cls": 0.0013009906084562317, "loss_rpn_loc": 0.001708959800453158, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.542955026961863, "total_loss": 0.05345251789174199}
{"data_time": 0.0038674334064126015, "eta_seconds": 9228.92964404868, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3301282051282051, "fast_rcnn/fg_cls_accuracy": 0.6698717948717949, "iteration": 222819, "loss_box_reg": 0.006857276282971725, "loss_cls": 0.04090567154344171, "loss_rpn_cls": 0.0004649326888284122, "loss_rpn_loc": 0.0016086723480839282, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.53824846399948, "total_loss": 0.050927784397572395}
{"data_time": 0.0045379879884421825, "eta_seconds": 9218.186463041697, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.45951536643026003, "fast_rcnn/fg_cls_accuracy": 0.5265957446808511, "iteration": 222839, "loss_box_reg": 0.007159023283747956, "loss_cls": 0.04026834014803171, "loss_rpn_cls": 0.0010685491872095554, "loss_rpn_loc": 0.0018029947896138765, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.532363552134484, "total_loss": 0.05126054843890415}
{"data_time": 0.0038816933520138264, "eta_seconds": 9207.443282034714, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.40576923076923077, "fast_rcnn/fg_cls_accuracy": 0.5942307692307692, "iteration": 222859, "loss_box_reg": 0.0072605510940775275, "loss_cls": 0.03872980072628707, "loss_rpn_cls": 0.001003962905770095, "loss_rpn_loc": 0.001724649962852709, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.545857188757509, "total_loss": 0.049527129938269354}
{"data_time": 0.003904332872480154, "eta_seconds": 9195.498959057964, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4420109507217521, "fast_rcnn/fg_cls_accuracy": 0.5579890492782479, "iteration": 222879, "loss_box_reg": 0.006866365525638685, "loss_cls": 0.04366977734025568, "loss_rpn_cls": 0.0004510787459821586, "loss_rpn_loc": 0.0018356251530349255, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335337277501822, "total_loss": 0.05434660989067197}
{"data_time": 0.003875220660120249, "eta_seconds": 9184.75718117226, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 222899, "loss_box_reg": 0.007259380217874423, "loss_cls": 0.042538898065686226, "loss_rpn_cls": 0.0005875307724636514, "loss_rpn_loc": 0.0016806295025162399, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5421696314588189, "total_loss": 0.05284573407936932}
{"data_time": 0.0046499609015882015, "eta_seconds": 9177.281903947704, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3400696864111498, "fast_rcnn/fg_cls_accuracy": 0.6235247836349331, "iteration": 222919, "loss_box_reg": 0.007756002014502883, "loss_cls": 0.04016381470137276, "loss_rpn_cls": 0.0009052746768247744, "loss_rpn_loc": 0.001971438658074476, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5434349332936108, "total_loss": 0.050544352654242175}
{"data_time": 0.004264305345714092, "eta_seconds": 9168.636842235457, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4186507936507936, "fast_rcnn/fg_cls_accuracy": 0.5813492063492063, "iteration": 222939, "loss_box_reg": 0.0067955264676129445, "loss_cls": 0.04263430368155241, "loss_rpn_cls": 0.0006801061224450677, "loss_rpn_loc": 0.002460451130900765, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5437762755900621, "total_loss": 0.053140354851848315}
{"data_time": 0.004185395315289497, "eta_seconds": 9160.406452401076, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3995535714285714, "fast_rcnn/fg_cls_accuracy": 0.6004464285714286, "iteration": 222959, "loss_box_reg": 0.0067957417195430025, "loss_cls": 0.042914332589134574, "loss_rpn_cls": 0.0005520044807383329, "loss_rpn_loc": 0.002617565347463824, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5392929879017174, "total_loss": 0.05304237245286458}
{"data_time": 0.004104814026504755, "eta_seconds": 9147.140712249558, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.40625, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 222979, "loss_box_reg": 0.007525054330471903, "loss_cls": 0.04191882978193462, "loss_rpn_cls": 0.0008037838516656848, "loss_rpn_loc": 0.002608506449178094, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5321313748136163, "total_loss": 0.05329256780794367}
{"data_time": 0.003933208528906107, "eta_seconds": 9137.71202990273, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.45915233415233414, "fast_rcnn/fg_cls_accuracy": 0.5408476658476659, "iteration": 222999, "loss_box_reg": 0.0071066370292101055, "loss_cls": 0.041653454303741455, "loss_rpn_cls": 0.0011314499347463425, "loss_rpn_loc": 0.00271333167256671, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5378582412377, "total_loss": 0.051934481484067874}
{"data_time": 0.004505066201090813, "eta_seconds": 9128.153392889071, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.21250000000000002, "fast_rcnn/fg_cls_accuracy": 0.7416666666666667, "iteration": 223019, "loss_box_reg": 0.007422273120027967, "loss_cls": 0.042975461459718645, "loss_rpn_cls": 0.0006052462915135948, "loss_rpn_loc": 0.0019189255945093464, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5356331439688802, "total_loss": 0.05369715144269094}
{"data_time": 0.004217143636196852, "eta_seconds": 9114.89651727071, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4464052287581699, "fast_rcnn/fg_cls_accuracy": 0.5535947712418301, "iteration": 223039, "loss_box_reg": 0.006690987735055387, "loss_cls": 0.04299030406400561, "loss_rpn_cls": 0.0003186589733559231, "loss_rpn_loc": 0.0014753938739886507, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5307711977511644, "total_loss": 0.05182275284039406}
{"data_time": 0.0038552526384592056, "eta_seconds": 9100.723583151586, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28482142857142856, "fast_rcnn/fg_cls_accuracy": 0.7151785714285714, "iteration": 223059, "loss_box_reg": 0.006945920787984505, "loss_cls": 0.040716509509366006, "loss_rpn_cls": 0.0008027970366697446, "loss_rpn_loc": 0.001755778746883152, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5307215922512114, "total_loss": 0.05115674216224875}
{"data_time": 0.0038637774996459484, "eta_seconds": 9089.409120450728, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41113053613053613, "fast_rcnn/fg_cls_accuracy": 0.5888694638694638, "iteration": 223079, "loss_box_reg": 0.006675744574749842, "loss_cls": 0.04404926300048828, "loss_rpn_cls": 0.0005649884437275432, "loss_rpn_loc": 0.001966845095012104, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397401740774512, "total_loss": 0.05393967484349105}
{"data_time": 0.003612502943724394, "eta_seconds": 9079.23553974647, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4327485380116959, "fast_rcnn/fg_cls_accuracy": 0.5672514619883041, "iteration": 223099, "loss_box_reg": 0.00738413016370032, "loss_cls": 0.04039057646878064, "loss_rpn_cls": 0.0006431829843904779, "loss_rpn_loc": 0.001716805798423593, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5356350913643837, "total_loss": 0.05101418761290688}
{"data_time": 0.004044906236231327, "eta_seconds": 9068.491518043913, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.16495601173020527, "fast_rcnn/fg_cls_accuracy": 0.8350439882697946, "iteration": 223119, "loss_box_reg": 0.007222458109026775, "loss_cls": 0.04112333996454254, "loss_rpn_cls": 0.00036241210375465016, "loss_rpn_loc": 0.001986839695746312, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5380916609428823, "total_loss": 0.0529746686895578}
{"data_time": 0.003684073220938444, "eta_seconds": 9057.747496341355, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3239268680445151, "fast_rcnn/fg_cls_accuracy": 0.6760731319554849, "iteration": 223139, "loss_box_reg": 0.007325934304390103, "loss_cls": 0.04216749791521579, "loss_rpn_cls": 0.00094559982909459, "loss_rpn_loc": 0.0017430362640880048, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5335468077100813, "total_loss": 0.05338914316030241}
{"data_time": 0.003992297686636448, "eta_seconds": 9047.003474638797, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.28205128205128205, "fast_rcnn/fg_cls_accuracy": 0.717948717948718, "iteration": 223159, "loss_box_reg": 0.0068596285418607295, "loss_cls": 0.04221529955975711, "loss_rpn_cls": 0.0006792148751060267, "loss_rpn_loc": 0.0020985085084248567, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5402779439464211, "total_loss": 0.052324070633687825}
{"data_time": 0.003999619744718075, "eta_seconds": 9035.692383139394, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.47038327526132406, "fast_rcnn/fg_cls_accuracy": 0.5296167247386759, "iteration": 223179, "loss_box_reg": 0.0067853520886274055, "loss_cls": 0.04026279901154339, "loss_rpn_cls": 0.0006853314688441969, "loss_rpn_loc": 0.002017897342739161, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5359577746130526, "total_loss": 0.049633744194238716}
{"data_time": 0.003785626031458378, "eta_seconds": 9024.949035677128, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.18273809523809523, "fast_rcnn/fg_cls_accuracy": 0.8172619047619047, "iteration": 223199, "loss_box_reg": 0.006878625223180279, "loss_cls": 0.04053428379120305, "loss_rpn_cls": 0.00066183519606966, "loss_rpn_loc": 0.0022061581457819557, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5401090434752405, "total_loss": 0.05056096828025147}
{"data_time": 0.004233944229781628, "eta_seconds": 9016.53297862783, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3602150537634409, "fast_rcnn/fg_cls_accuracy": 0.5897849462365592, "iteration": 223219, "loss_box_reg": 0.006571552570676431, "loss_cls": 0.04341367812594399, "loss_rpn_cls": 0.0007892424323472369, "loss_rpn_loc": 0.0017938561959454091, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5363499694503844, "total_loss": 0.05307705210162794}
{"data_time": 0.003527100197970867, "eta_seconds": 9008.71662450442, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2465277777777778, "fast_rcnn/fg_cls_accuracy": 0.662037037037037, "iteration": 223239, "loss_box_reg": 0.006805116019677371, "loss_cls": 0.04133589891716838, "loss_rpn_cls": 0.0005307190951953089, "loss_rpn_loc": 0.002256844953080872, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5388116468675435, "total_loss": 0.05287641013097755}
{"data_time": 0.0037056496366858482, "eta_seconds": 8992.718993290327, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.355, "fast_rcnn/fg_cls_accuracy": 0.6180769230769231, "iteration": 223259, "loss_box_reg": 0.006949921997147612, "loss_cls": 0.03993266588076949, "loss_rpn_cls": 0.000519902326857391, "loss_rpn_loc": 0.0016941507492447272, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5347343920730054, "total_loss": 0.049596746821862325}
{"data_time": 0.0037009064108133316, "eta_seconds": 8982.53934442345, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3944444444444445, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 223279, "loss_box_reg": 0.007567319829831831, "loss_cls": 0.03932079300284386, "loss_rpn_cls": 0.0009800846796679252, "loss_rpn_loc": 0.0021998958945914637, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5420470652170479, "total_loss": 0.04904943427004582}
{"data_time": 0.0037316251546144485, "eta_seconds": 8970.663666787092, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 223299, "loss_box_reg": 0.006485223304480314, "loss_cls": 0.04139448085334152, "loss_rpn_cls": 0.0007533866823337121, "loss_rpn_loc": 0.0018947537155327154, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381910051219165, "total_loss": 0.050603050880226874}
{"data_time": 0.0035725519992411137, "eta_seconds": 8960.488950903527, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3390804597701149, "fast_rcnn/fg_cls_accuracy": 0.6436781609195402, "iteration": 223319, "loss_box_reg": 0.006462918478064239, "loss_cls": 0.04503566553466953, "loss_rpn_cls": 0.0008181237619737658, "loss_rpn_loc": 0.002036357382166898, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5446891197934747, "total_loss": 0.053666320147044644}
{"data_time": 0.0036820643581449986, "eta_seconds": 8949.74560344126, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3392857142857143, "fast_rcnn/fg_cls_accuracy": 0.6607142857142857, "iteration": 223339, "loss_box_reg": 0.00687553605530411, "loss_cls": 0.04337860405212268, "loss_rpn_cls": 0.0008718247801198231, "loss_rpn_loc": 0.002075918164337054, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374101581983268, "total_loss": 0.053382984244251475}
{"data_time": 0.003855427261441946, "eta_seconds": 8942.92747738352, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23832752613240415, "fast_rcnn/fg_cls_accuracy": 0.7616724738675958, "iteration": 223359, "loss_box_reg": 0.006930337141966447, "loss_cls": 0.04009235231205821, "loss_rpn_cls": 0.0005562504885574526, "loss_rpn_loc": 0.0015357460360974073, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5417668418958783, "total_loss": 0.05030197987412066}
{"data_time": 0.004042112734168768, "eta_seconds": 8934.908551063389, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2792207792207792, "fast_rcnn/fg_cls_accuracy": 0.7207792207792207, "iteration": 223379, "loss_box_reg": 0.007581312471302226, "loss_cls": 0.04253503424115479, "loss_rpn_cls": 0.0008063303632468433, "loss_rpn_loc": 0.002027795748290373, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419064410962164, "total_loss": 0.054249493170345886}
{"data_time": 0.003929340746253729, "eta_seconds": 8922.719687572215, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.33244962884411455, "fast_rcnn/fg_cls_accuracy": 0.6675503711558854, "iteration": 223399, "loss_box_reg": 0.0062655440415255725, "loss_cls": 0.04467756755184382, "loss_rpn_cls": 0.0007547489307739852, "loss_rpn_loc": 0.0018902198353316635, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5328215737827122, "total_loss": 0.05493828248233967}
{"data_time": 0.004173412919044495, "eta_seconds": 8911.970070455689, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2404610492845787, "fast_rcnn/fg_cls_accuracy": 0.7009803921568627, "iteration": 223419, "loss_box_reg": 0.006326466944301501, "loss_cls": 0.03979359124787152, "loss_rpn_cls": 0.0005525024990333804, "loss_rpn_loc": 0.0017072244772862177, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5349900214932859, "total_loss": 0.04986863126384833}
{"data_time": 0.004191174637526274, "eta_seconds": 8901.220453339163, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.38991935483870965, "fast_rcnn/fg_cls_accuracy": 0.6100806451612903, "iteration": 223439, "loss_box_reg": 0.006870886747492477, "loss_cls": 0.039696971885859966, "loss_rpn_cls": 0.0010053419509290507, "loss_rpn_loc": 0.001787703458830947, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404752711765468, "total_loss": 0.05039461836810233}
{"data_time": 0.004780984483659267, "eta_seconds": 8899.70018370822, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6201923076923077, "iteration": 223459, "loss_box_reg": 0.006827455421444029, "loss_cls": 0.044136737851658836, "loss_rpn_cls": 0.0007827776450994861, "loss_rpn_loc": 0.0021386908938438864, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5411588433198631, "total_loss": 0.05438428743374857}
{"data_time": 0.004595874808728695, "eta_seconds": 8890.335475059226, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35912698412698413, "fast_rcnn/fg_cls_accuracy": 0.6408730158730158, "iteration": 223479, "loss_box_reg": 0.006814731314079836, "loss_cls": 0.04137031693244353, "loss_rpn_cls": 0.001042781046521668, "loss_rpn_loc": 0.001753934640873922, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412354087457061, "total_loss": 0.05199117647634921}
{"data_time": 0.004291359800845385, "eta_seconds": 8879.573008531705, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4703525641025641, "fast_rcnn/fg_cls_accuracy": 0.5179924242424243, "iteration": 223499, "loss_box_reg": 0.007839202968170866, "loss_cls": 0.04295387398451567, "loss_rpn_cls": 0.0010322463626835088, "loss_rpn_loc": 0.002017492333834525, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5414457377046347, "total_loss": 0.05456837197412767}
{"data_time": 0.003916776739060879, "eta_seconds": 8868.810542004183, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38497800125707105, "fast_rcnn/fg_cls_accuracy": 0.6150219987429291, "iteration": 223519, "loss_box_reg": 0.00721878329932224, "loss_cls": 0.04083731627906673, "loss_rpn_cls": 0.0005946953747297812, "loss_rpn_loc": 0.0014427337991946843, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403690552338958, "total_loss": 0.05201255285277284}
{"data_time": 0.004294813610613346, "eta_seconds": 8863.1955057811, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4487179487179487, "fast_rcnn/fg_cls_accuracy": 0.5397435897435897, "iteration": 223539, "loss_box_reg": 0.006450109387515113, "loss_cls": 0.04442084219772369, "loss_rpn_cls": 0.00050392906655361, "loss_rpn_loc": 0.0020002538440166973, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5457998961210251, "total_loss": 0.05394280549580088}
{"data_time": 0.0043128118850290775, "eta_seconds": 8850.767414359841, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.459375, "fast_rcnn/fg_cls_accuracy": 0.540625, "iteration": 223559, "loss_box_reg": 0.006678728008409962, "loss_cls": 0.042884941736701876, "loss_rpn_cls": 0.000626177449817078, "loss_rpn_loc": 0.001932075527292909, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5316867525689304, "total_loss": 0.05265920805607038}
{"data_time": 0.004786115139722824, "eta_seconds": 8842.243230090477, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3535980148883375, "fast_rcnn/fg_cls_accuracy": 0.6464019851116625, "iteration": 223579, "loss_box_reg": 0.006656017649220303, "loss_cls": 0.03831073618493974, "loss_rpn_cls": 0.0006127851290358421, "loss_rpn_loc": 0.0024936677364166826, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5364713217131793, "total_loss": 0.050033798224831116}
{"data_time": 0.00385793624445796, "eta_seconds": 8831.473796767183, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17543859649122806, "fast_rcnn/fg_cls_accuracy": 0.8086890243902439, "iteration": 223599, "loss_box_reg": 0.006800927803851664, "loss_cls": 0.041563936916645616, "loss_rpn_cls": 0.0007784655934415241, "loss_rpn_loc": 0.0013885512944398215, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5355129330419004, "total_loss": 0.05074671414810439}
{"data_time": 0.0046742986887693405, "eta_seconds": 8822.784625167027, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3573216520650814, "fast_rcnn/fg_cls_accuracy": 0.6426783479349187, "iteration": 223619, "loss_box_reg": 0.00687274313531816, "loss_cls": 0.04223340918542817, "loss_rpn_cls": 0.0004975987551461003, "loss_rpn_loc": 0.001732710001306259, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5456755724735558, "total_loss": 0.05225787172946639}
{"data_time": 0.003920772112905979, "eta_seconds": 8814.094602242578, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3988666085440279, "fast_rcnn/fg_cls_accuracy": 0.6011333914559721, "iteration": 223639, "loss_box_reg": 0.007370493985945359, "loss_cls": 0.044229781022295356, "loss_rpn_cls": 0.0006057148152081027, "loss_rpn_loc": 0.001713962446046935, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5461596492677927, "total_loss": 0.05417155425726605}
{"data_time": 0.004737709648907185, "eta_seconds": 8801.946866510902, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3862984218077475, "fast_rcnn/fg_cls_accuracy": 0.6137015781922526, "iteration": 223659, "loss_box_reg": 0.007339493269682862, "loss_cls": 0.042078159109223634, "loss_rpn_cls": 0.000557885270609404, "loss_rpn_loc": 0.0022648970370937604, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375656373798847, "total_loss": 0.05369175617511246}
{"data_time": 0.004064161330461502, "eta_seconds": 8791.328173400369, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33418367346938777, "fast_rcnn/fg_cls_accuracy": 0.6658163265306123, "iteration": 223679, "loss_box_reg": 0.0068727208126802, "loss_cls": 0.0413826227595564, "loss_rpn_cls": 0.0005444613602776371, "loss_rpn_loc": 0.0021823975885126856, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5396484732627869, "total_loss": 0.052644895283947335}
{"data_time": 0.004212298896163702, "eta_seconds": 8780.555147025269, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.21463815789473684, "fast_rcnn/fg_cls_accuracy": 0.7615927419354839, "iteration": 223699, "loss_box_reg": 0.007035269547486678, "loss_cls": 0.04321978322695941, "loss_rpn_cls": 0.0006670229020073748, "loss_rpn_loc": 0.0021076742941659177, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5350300939753652, "total_loss": 0.053117484741335375}
{"data_time": 0.004260712768882513, "eta_seconds": 8769.782120650169, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 223719, "loss_box_reg": 0.00667149577930104, "loss_cls": 0.03802251524757594, "loss_rpn_cls": 0.0009412045616272735, "loss_rpn_loc": 0.0020391425514389994, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5292103323154151, "total_loss": 0.047631764887455574}
{"data_time": 0.0040521761402487755, "eta_seconds": 8764.396376200952, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.37997347480106103, "fast_rcnn/fg_cls_accuracy": 0.620026525198939, "iteration": 223739, "loss_box_reg": 0.007312480127438903, "loss_cls": 0.04338055197149515, "loss_rpn_cls": 0.0006008799560959233, "loss_rpn_loc": 0.0018570379288576078, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408383179455996, "total_loss": 0.053554954848465286}
{"data_time": 0.003997509367763996, "eta_seconds": 8754.831938000862, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.28657968313140725, "fast_rcnn/fg_cls_accuracy": 0.7027027027027027, "iteration": 223759, "loss_box_reg": 0.006613866848056205, "loss_cls": 0.04135230369865894, "loss_rpn_cls": 0.0009041737084771739, "loss_rpn_loc": 0.0016650563156872522, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5394585370086133, "total_loss": 0.05127036700616827}
{"data_time": 0.004531470127403736, "eta_seconds": 8746.305785897188, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.10225718194254446, "fast_rcnn/fg_cls_accuracy": 0.8751937984496124, "iteration": 223779, "loss_box_reg": 0.007437823835061863, "loss_cls": 0.04143541189841926, "loss_rpn_cls": 0.0008316147445839306, "loss_rpn_loc": 0.0023009611359157134, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5422489740885794, "total_loss": 0.05194231344108857}
{"data_time": 0.004374431446194649, "eta_seconds": 8735.521856687032, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3669871794871795, "fast_rcnn/fg_cls_accuracy": 0.6330128205128205, "iteration": 223799, "loss_box_reg": 0.006552091421326622, "loss_cls": 0.04167561820941046, "loss_rpn_cls": 0.000747333163701569, "loss_rpn_loc": 0.0017882624415506143, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415101726539433, "total_loss": 0.05154810494548201}
{"data_time": 0.004083958920091391, "eta_seconds": 8725.388382257894, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45333333333333337, "fast_rcnn/fg_cls_accuracy": 0.5305555555555556, "iteration": 223819, "loss_box_reg": 0.006775079862563871, "loss_cls": 0.040890191099606454, "loss_rpn_cls": 0.0004624940125950161, "loss_rpn_loc": 0.0017683040623523993, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5397916212677956, "total_loss": 0.05135766998904501}
{"data_time": 0.004103902727365494, "eta_seconds": 8719.850042542443, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41800356506238856, "fast_rcnn/fg_cls_accuracy": 0.5819964349376114, "iteration": 223839, "loss_box_reg": 0.007042885379632935, "loss_cls": 0.04361623991280794, "loss_rpn_cls": 0.0012077072751708329, "loss_rpn_loc": 0.0016804421320557594, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5499200914055109, "total_loss": 0.05585246452915271}
{"data_time": 0.0045001632533967495, "eta_seconds": 8704.506576581858, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.31009615384615385, "fast_rcnn/fg_cls_accuracy": 0.64375, "iteration": 223859, "loss_box_reg": 0.006321888649836183, "loss_cls": 0.041300468728877604, "loss_rpn_cls": 0.0009447872193675266, "loss_rpn_loc": 0.0018985303759109229, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5351871992461383, "total_loss": 0.05192270734403337}
{"data_time": 0.004444049671292305, "eta_seconds": 8693.720991331153, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.271889400921659, "fast_rcnn/fg_cls_accuracy": 0.6904761904761905, "iteration": 223879, "loss_box_reg": 0.007154577877372503, "loss_cls": 0.04508843383518979, "loss_rpn_cls": 0.0012695032008878115, "loss_rpn_loc": 0.002085950975015294, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.532918447162956, "total_loss": 0.05678188377828519}
{"data_time": 0.004427417181432247, "eta_seconds": 8682.935406080447, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4396551724137931, "fast_rcnn/fg_cls_accuracy": 0.5603448275862069, "iteration": 223899, "loss_box_reg": 0.00678635822259821, "loss_cls": 0.044070428353734314, "loss_rpn_cls": 0.0006110093602273992, "loss_rpn_loc": 0.00247558273258619, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5416964804753661, "total_loss": 0.05339635833797729}
{"data_time": 0.004854561761021614, "eta_seconds": 8671.464716339484, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3976190476190476, "fast_rcnn/fg_cls_accuracy": 0.6023809523809524, "iteration": 223919, "loss_box_reg": 0.006868041644338518, "loss_cls": 0.04145302053075284, "loss_rpn_cls": 0.0009972254224521748, "loss_rpn_loc": 0.0017192494597111363, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5422402322292328, "total_loss": 0.05181170597347773}
{"data_time": 0.004078652244061232, "eta_seconds": 8659.374406496994, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.36946386946386944, "fast_rcnn/fg_cls_accuracy": 0.6305361305361306, "iteration": 223939, "loss_box_reg": 0.006545801647007465, "loss_cls": 0.039174089033622295, "loss_rpn_cls": 0.0006073449784480545, "loss_rpn_loc": 0.0014938525127945468, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378364371135831, "total_loss": 0.04908349411147128}
{"data_time": 0.004318065010011196, "eta_seconds": 8648.779340626672, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.26190476190476186, "fast_rcnn/fg_cls_accuracy": 0.7380952380952381, "iteration": 223959, "loss_box_reg": 0.006332673583528958, "loss_cls": 0.0405218419036828, "loss_rpn_cls": 0.00048291500385744257, "loss_rpn_loc": 0.001505436513980385, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400699148885906, "total_loss": 0.04999677735287378}
{"data_time": 0.0037123491056263447, "eta_seconds": 8639.110516788438, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4735054347826087, "fast_rcnn/fg_cls_accuracy": 0.5032938076416338, "iteration": 223979, "loss_box_reg": 0.006488218263257295, "loss_cls": 0.041183139313943684, "loss_rpn_cls": 0.0009283563774999948, "loss_rpn_loc": 0.002192853829910746, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5391189707443118, "total_loss": 0.05175818500083551}
{"data_time": 0.003989610821008682, "eta_seconds": 8629.00747982692, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.31215213358070504, "fast_rcnn/fg_cls_accuracy": 0.687847866419295, "iteration": 223999, "loss_box_reg": 0.007367495112703182, "loss_cls": 0.03983465937199071, "loss_rpn_cls": 0.0007257821550297194, "loss_rpn_loc": 0.0020768219364981633, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391273442655802, "total_loss": 0.050648873946386175}
{"data_time": 0.004233621060848236, "eta_seconds": 8618.221894576214, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3245454545454546, "fast_rcnn/fg_cls_accuracy": 0.6031468531468531, "iteration": 224019, "loss_box_reg": 0.006970060232561082, "loss_cls": 0.042611286393366754, "loss_rpn_cls": 0.000629451829070149, "loss_rpn_loc": 0.0022901872671354795, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384091888554394, "total_loss": 0.050823801329784146}
{"data_time": 0.0043886094354093075, "eta_seconds": 8608.196972898208, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.27601809954751133, "fast_rcnn/fg_cls_accuracy": 0.6748366013071896, "iteration": 224039, "loss_box_reg": 0.006438711992814206, "loss_cls": 0.03921875590458512, "loss_rpn_cls": 0.0006132777259608702, "loss_rpn_loc": 0.0015972692799550714, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5402672267518938, "total_loss": 0.04981918795567708}
{"data_time": 0.004037240985780954, "eta_seconds": 8601.425800691359, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4875, "fast_rcnn/fg_cls_accuracy": 0.484375, "iteration": 224059, "loss_box_reg": 0.0063258680020226166, "loss_cls": 0.03975528260343708, "loss_rpn_cls": 0.0006831099378246108, "loss_rpn_loc": 0.0018025633307843236, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5298060160130262, "total_loss": 0.049303849095963415}
{"data_time": 0.003907100763171911, "eta_seconds": 8592.23085162649, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.23601508485229417, "fast_rcnn/fg_cls_accuracy": 0.7639849151477058, "iteration": 224079, "loss_box_reg": 0.006858206907054409, "loss_cls": 0.04406430560629815, "loss_rpn_cls": 0.0003581346148848752, "loss_rpn_loc": 0.0015927829754218692, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433146003633738, "total_loss": 0.05398903387009568}
{"data_time": 0.0042953467927873135, "eta_seconds": 8581.018613040447, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 224099, "loss_box_reg": 0.006342841006699018, "loss_cls": 0.04047470126533881, "loss_rpn_cls": 0.0009621844019420678, "loss_rpn_loc": 0.0016222859339904971, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380972763523459, "total_loss": 0.04997216946795646}
{"data_time": 0.004057175945490599, "eta_seconds": 8571.34919419419, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4365079365079365, "fast_rcnn/fg_cls_accuracy": 0.5634920634920635, "iteration": 224119, "loss_box_reg": 0.0069937486259732395, "loss_cls": 0.04284598561935127, "loss_rpn_cls": 0.0006401998657565855, "loss_rpn_loc": 0.002035761124716373, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5460859392769635, "total_loss": 0.053564769921194966}
{"data_time": 0.004522848874330521, "eta_seconds": 8560.5547238281, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3944444444444445, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 224139, "loss_box_reg": 0.006277812397456728, "loss_cls": 0.04252896399702877, "loss_rpn_cls": 0.0009260142605853616, "loss_rpn_loc": 0.0016641943657305092, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.536330892238766, "total_loss": 0.0511344313617883}
{"data_time": 0.004017974715679884, "eta_seconds": 8548.328090756666, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3079501915708812, "fast_rcnn/fg_cls_accuracy": 0.6920498084291188, "iteration": 224159, "loss_box_reg": 0.0069848774874117225, "loss_cls": 0.04323546029627323, "loss_rpn_cls": 0.0007679387480266087, "loss_rpn_loc": 0.00175351925099676, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5355564164929092, "total_loss": 0.05372801136502403}
{"data_time": 0.004562840331345797, "eta_seconds": 8538.965783095919, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41522988505747127, "fast_rcnn/fg_cls_accuracy": 0.5847701149425287, "iteration": 224179, "loss_box_reg": 0.006329705778625794, "loss_cls": 0.04046150972135365, "loss_rpn_cls": 0.0008280641322926385, "loss_rpn_loc": 0.0016752397295931587, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5445031858980656, "total_loss": 0.05021826999950463}
{"data_time": 0.004224132280796766, "eta_seconds": 8528.82170818001, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.309640522875817, "fast_rcnn/fg_cls_accuracy": 0.6824229691876751, "iteration": 224199, "loss_box_reg": 0.007098371745087206, "loss_cls": 0.040794955217279494, "loss_rpn_cls": 0.0007728354374023638, "loss_rpn_loc": 0.0018795837786456104, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5454886904917657, "total_loss": 0.052133168300429134}
{"data_time": 0.004500036593526602, "eta_seconds": 8519.011171176098, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3513719512195122, "fast_rcnn/fg_cls_accuracy": 0.5652947154471545, "iteration": 224219, "loss_box_reg": 0.006948773487238213, "loss_cls": 0.0434526382596232, "loss_rpn_cls": 0.001133702988568075, "loss_rpn_loc": 0.002038259060100245, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5461691869422793, "total_loss": 0.05554520934026641}
{"data_time": 0.004561223089694977, "eta_seconds": 8507.655742801726, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.24196428571428572, "fast_rcnn/fg_cls_accuracy": 0.7356418918918919, "iteration": 224239, "loss_box_reg": 0.00680439529241994, "loss_cls": 0.04090994561556727, "loss_rpn_cls": 0.0008363124367178898, "loss_rpn_loc": 0.0019203129722882295, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5339851989410818, "total_loss": 0.052238280056826625}
{"data_time": 0.004238075576722622, "eta_seconds": 8499.502336800098, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4907407407407407, "fast_rcnn/fg_cls_accuracy": 0.5092592592592593, "iteration": 224259, "loss_box_reg": 0.0072859912615967914, "loss_cls": 0.041813279764028266, "loss_rpn_cls": 0.0007171795759859378, "loss_rpn_loc": 0.0015588036494591506, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5435013975948095, "total_loss": 0.05164646685602747}
{"data_time": 0.004248982295393944, "eta_seconds": 8488.946002605371, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3516483516483516, "fast_rcnn/fg_cls_accuracy": 0.6483516483516484, "iteration": 224279, "loss_box_reg": 0.00692361406981945, "loss_cls": 0.04088991036405787, "loss_rpn_cls": 0.0003754966523388248, "loss_rpn_loc": 0.0019665840118250344, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432258504442871, "total_loss": 0.05269224641506298}
{"data_time": 0.004028743132948875, "eta_seconds": 8479.398754949216, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.48003072196620583, "fast_rcnn/fg_cls_accuracy": 0.5199692780337941, "iteration": 224299, "loss_box_reg": 0.006954667158424854, "loss_cls": 0.04020620699157007, "loss_rpn_cls": 0.00045650633293803367, "loss_rpn_loc": 0.0022185855050338432, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377460075542331, "total_loss": 0.05011667713489487}
{"data_time": 0.004321678541600704, "eta_seconds": 8467.104767382145, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24727668845315903, "fast_rcnn/fg_cls_accuracy": 0.7527233115468409, "iteration": 224319, "loss_box_reg": 0.0063466875872109085, "loss_cls": 0.04192772222450003, "loss_rpn_cls": 0.0007624732524504907, "loss_rpn_loc": 0.002002733332119533, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541433610022068, "total_loss": 0.051264853518432574}
{"data_time": 0.004123729187995195, "eta_seconds": 8459.048975398298, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.303030303030303, "fast_rcnn/fg_cls_accuracy": 0.6850649350649352, "iteration": 224339, "loss_box_reg": 0.007003455306403339, "loss_cls": 0.04016617871820927, "loss_rpn_cls": 0.0009263744989311817, "loss_rpn_loc": 0.002571533157606609, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5453632827848196, "total_loss": 0.05226525451382713}
{"data_time": 0.004453674890100956, "eta_seconds": 8446.99547329219, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4285714285714286, "fast_rcnn/fg_cls_accuracy": 0.5714285714285714, "iteration": 224359, "loss_box_reg": 0.006373040290782228, "loss_cls": 0.04112201806856319, "loss_rpn_cls": 0.0005048491318007109, "loss_rpn_loc": 0.0018099318222084548, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.539812901057303, "total_loss": 0.05146425127418297}
{"data_time": 0.004151391796767712, "eta_seconds": 8437.443588831928, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46447230929989547, "fast_rcnn/fg_cls_accuracy": 0.5355276907001045, "iteration": 224379, "loss_box_reg": 0.007054356814478524, "loss_cls": 0.04245680046733469, "loss_rpn_cls": 0.0008772787655288994, "loss_rpn_loc": 0.002186701491154963, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5438954276032746, "total_loss": 0.05211172609631376}
{"data_time": 0.004461260512471199, "eta_seconds": 8427.081642592326, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.47887931034482756, "fast_rcnn/fg_cls_accuracy": 0.5211206896551724, "iteration": 224399, "loss_box_reg": 0.0071310338244074956, "loss_cls": 0.04221336974296719, "loss_rpn_cls": 0.0012438140121275865, "loss_rpn_loc": 0.0015620111262251157, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5398213639855385, "total_loss": 0.05344920576771983}
{"data_time": 0.004856816492974758, "eta_seconds": 8417.150121571962, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.40087719298245617, "fast_rcnn/fg_cls_accuracy": 0.5991228070175438, "iteration": 224419, "loss_box_reg": 0.006922289117937908, "loss_cls": 0.04261940321885049, "loss_rpn_cls": 0.001098157253068166, "loss_rpn_loc": 0.0015547891507594613, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5382107072509825, "total_loss": 0.052995732817493035}
{"data_time": 0.0044004349038004875, "eta_seconds": 8405.47512597777, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2800802139037433, "fast_rcnn/fg_cls_accuracy": 0.7199197860962567, "iteration": 224439, "loss_box_reg": 0.0070778963272459805, "loss_cls": 0.04161419882439077, "loss_rpn_cls": 0.0004596476150595663, "loss_rpn_loc": 0.001784508342097979, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366491726599634, "total_loss": 0.05260493868991034}
{"data_time": 0.00422718096524477, "eta_seconds": 8394.671867670491, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3028571428571428, "fast_rcnn/fg_cls_accuracy": 0.6753246753246753, "iteration": 224459, "loss_box_reg": 0.007051555905491114, "loss_cls": 0.04221607430372387, "loss_rpn_cls": 0.0006490126115181738, "loss_rpn_loc": 0.0014936328097974183, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5475732469931245, "total_loss": 0.05138402363854766}
{"data_time": 0.004355316050350666, "eta_seconds": 8386.033080790192, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.428921568627451, "fast_rcnn/fg_cls_accuracy": 0.571078431372549, "iteration": 224479, "loss_box_reg": 0.00693978916388005, "loss_cls": 0.0438487462233752, "loss_rpn_cls": 0.0011451222123923799, "loss_rpn_loc": 0.0018059733702102676, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5445539238862693, "total_loss": 0.05533194448480572}
{"data_time": 0.004295669961720705, "eta_seconds": 8372.627429132815, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5082559339525283, "fast_rcnn/fg_cls_accuracy": 0.49174406604747156, "iteration": 224499, "loss_box_reg": 0.007492308999644592, "loss_cls": 0.0420970298582688, "loss_rpn_cls": 0.000930802360016969, "loss_rpn_loc": 0.0017565890248079086, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5304046762175858, "total_loss": 0.052847774852864404}
{"data_time": 0.004593793768435717, "eta_seconds": 8361.82473584963, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2991615853658537, "fast_rcnn/fg_cls_accuracy": 0.7008384146341464, "iteration": 224519, "loss_box_reg": 0.006321070482954383, "loss_cls": 0.03954539535334334, "loss_rpn_cls": 0.0010960521759670883, "loss_rpn_loc": 0.0020989632976124994, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5402983906678855, "total_loss": 0.04835597999658603}
{"data_time": 0.003954892512410879, "eta_seconds": 8348.552518687211, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30180180180180183, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 224539, "loss_box_reg": 0.007826747256331146, "loss_cls": 0.04300463863182813, "loss_rpn_cls": 0.0009662839805741896, "loss_rpn_loc": 0.001479647622545599, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5349926776252687, "total_loss": 0.053439377656786746}
{"data_time": 0.004087925422936678, "eta_seconds": 8337.753019924276, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.42724252491694353, "fast_rcnn/fg_cls_accuracy": 0.5727574750830564, "iteration": 224559, "loss_box_reg": 0.006216345733264461, "loss_cls": 0.039111810096073896, "loss_rpn_cls": 0.000499073825949381, "loss_rpn_loc": 0.0018395734750811243, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5379136907868087, "total_loss": 0.050130641439409374}
{"data_time": 0.0038423961959779263, "eta_seconds": 8326.95352116134, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.43243243243243246, "fast_rcnn/fg_cls_accuracy": 0.5675675675675675, "iteration": 224579, "loss_box_reg": 0.0067948612122563645, "loss_cls": 0.040663992054760456, "loss_rpn_cls": 0.0005129302009621028, "loss_rpn_loc": 0.0023487256148655433, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387891298159957, "total_loss": 0.0500734783950918}
{"data_time": 0.004386602435261011, "eta_seconds": 8317.38234666409, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.31534090909090906, "fast_rcnn/fg_cls_accuracy": 0.6787469287469288, "iteration": 224599, "loss_box_reg": 0.007051865628454834, "loss_cls": 0.04030866490211338, "loss_rpn_cls": 0.0012831267854380712, "loss_rpn_loc": 0.0019546781750250375, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5401801406405866, "total_loss": 0.05096251002294139}
{"data_time": 0.004312181379646063, "eta_seconds": 8307.811269433703, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3180443548387097, "fast_rcnn/fg_cls_accuracy": 0.6819556451612903, "iteration": 224619, "loss_box_reg": 0.006882923495140858, "loss_cls": 0.03898255791864358, "loss_rpn_cls": 0.0010330237718108037, "loss_rpn_loc": 0.002028348568273941, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5483025996945798, "total_loss": 0.0490357230349332}
{"data_time": 0.004314907360821962, "eta_seconds": 8294.555024872534, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.21528424976700838, "fast_rcnn/fg_cls_accuracy": 0.7543103448275862, "iteration": 224639, "loss_box_reg": 0.007096568413544446, "loss_cls": 0.03747280186507851, "loss_rpn_cls": 0.0008437264000349387, "loss_rpn_loc": 0.002147724539099727, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53975864732638, "total_loss": 0.04838788999029475}
{"data_time": 0.004042599815875292, "eta_seconds": 8283.755526109599, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3, "fast_rcnn/fg_cls_accuracy": 0.7, "iteration": 224659, "loss_box_reg": 0.006702570652123541, "loss_cls": 0.04296876664739102, "loss_rpn_cls": 0.0007532132222820564, "loss_rpn_loc": 0.0021166630522202468, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380484205670655, "total_loss": 0.052466471012792226}
{"data_time": 0.00400411756709218, "eta_seconds": 8274.17797112139, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.46144767899291894, "fast_rcnn/fg_cls_accuracy": 0.5161290322580645, "iteration": 224679, "loss_box_reg": 0.008117992707411759, "loss_cls": 0.044492774992249906, "loss_rpn_cls": 0.000584293160272864, "loss_rpn_loc": 0.0017203028546646237, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423217206262052, "total_loss": 0.056238515366089814}
{"data_time": 0.00418712617829442, "eta_seconds": 8268.989262645599, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4308823529411765, "fast_rcnn/fg_cls_accuracy": 0.5619747899159664, "iteration": 224699, "loss_box_reg": 0.006447343097534031, "loss_cls": 0.04042468493571505, "loss_rpn_cls": 0.0007980295358720468, "loss_rpn_loc": 0.002103164944855962, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5428701150231063, "total_loss": 0.051336081462977745}
{"data_time": 0.00443636579439044, "eta_seconds": 8258.45535919955, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.5156415694591728, "fast_rcnn/fg_cls_accuracy": 0.48337028824833705, "iteration": 224719, "loss_box_reg": 0.006839645793661475, "loss_cls": 0.04199269460514188, "loss_rpn_cls": 0.0006830272509432689, "loss_rpn_loc": 0.0019089911365881562, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5387685927562416, "total_loss": 0.052299442332895296}
{"data_time": 0.004339071922004223, "eta_seconds": 8249.328654174227, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3888888888888889, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 224739, "loss_box_reg": 0.006871223420603201, "loss_cls": 0.03822136332746595, "loss_rpn_cls": 0.0008830437975575478, "loss_rpn_loc": 0.0015623783328919671, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5449259872548282, "total_loss": 0.049333041660588606}
{"data_time": 0.0039855376817286015, "eta_seconds": 8238.902858063579, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3459429824561403, "fast_rcnn/fg_cls_accuracy": 0.6540570175438596, "iteration": 224759, "loss_box_reg": 0.006921780877746642, "loss_cls": 0.03854885493637994, "loss_rpn_cls": 0.00066901003140174, "loss_rpn_loc": 0.0019755571520363446, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410748552531004, "total_loss": 0.049425691046394604}
{"data_time": 0.004360203165560961, "eta_seconds": 8227.706667006481, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2905844155844156, "fast_rcnn/fg_cls_accuracy": 0.7094155844155845, "iteration": 224779, "loss_box_reg": 0.007306279701879248, "loss_cls": 0.04175716661848128, "loss_rpn_cls": 0.0005949919360546119, "loss_rpn_loc": 0.001912636769702658, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391633012332022, "total_loss": 0.051898564814109704}
{"data_time": 0.004468532744795084, "eta_seconds": 8216.895673422609, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21010638297872342, "fast_rcnn/fg_cls_accuracy": 0.7898936170212766, "iteration": 224799, "loss_box_reg": 0.007954407745273784, "loss_cls": 0.04048379702726379, "loss_rpn_cls": 0.000543092436828374, "loss_rpn_loc": 0.002227467641205294, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406394465826452, "total_loss": 0.052806632706165146}
{"data_time": 0.004423192702233791, "eta_seconds": 8208.05206758948, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3078304597701149, "fast_rcnn/fg_cls_accuracy": 0.6869612068965517, "iteration": 224819, "loss_box_reg": 0.006387631932739168, "loss_cls": 0.04226545849815011, "loss_rpn_cls": 0.0006467447024647299, "loss_rpn_loc": 0.001730197633150965, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5484059290029109, "total_loss": 0.05324629264015357}
{"data_time": 0.004285628441721201, "eta_seconds": 8196.060066308826, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.45151033386327505, "fast_rcnn/fg_cls_accuracy": 0.5484896661367249, "iteration": 224839, "loss_box_reg": 0.0066414646280463785, "loss_cls": 0.03880022274097428, "loss_rpn_cls": 0.0007049719311282843, "loss_rpn_loc": 0.00190010849837563, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.544752721209079, "total_loss": 0.048977223816336846}
{"data_time": 0.004251468926668167, "eta_seconds": 8189.865500894375, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4396551724137931, "fast_rcnn/fg_cls_accuracy": 0.5603448275862069, "iteration": 224859, "loss_box_reg": 0.006897713843500242, "loss_cls": 0.042235238710418344, "loss_rpn_cls": 0.0003879558207700029, "loss_rpn_loc": 0.0019768242091231514, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5474858656525612, "total_loss": 0.05103975485030787}
{"data_time": 0.004302510991692543, "eta_seconds": 8183.099118340295, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4220985691573927, "fast_rcnn/fg_cls_accuracy": 0.5779014308426074, "iteration": 224879, "loss_box_reg": 0.006695387157378718, "loss_cls": 0.04127551324199885, "loss_rpn_cls": 0.0011554605542869467, "loss_rpn_loc": 0.0024925312427512836, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408810107037425, "total_loss": 0.051628773796551286}
{"data_time": 0.004553922917693853, "eta_seconds": 8170.222390690818, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3935483870967742, "fast_rcnn/fg_cls_accuracy": 0.6064516129032258, "iteration": 224899, "loss_box_reg": 0.007181166409282014, "loss_cls": 0.04207799764117226, "loss_rpn_cls": 0.0004690145848371685, "loss_rpn_loc": 0.00146361622682889, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384899475611746, "total_loss": 0.052712794560306975}
{"data_time": 0.00416627898812294, "eta_seconds": 8160.8797103944235, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3310526315789474, "fast_rcnn/fg_cls_accuracy": 0.6614285714285715, "iteration": 224919, "loss_box_reg": 0.006891708733746782, "loss_cls": 0.04036881448701024, "loss_rpn_cls": 0.0009236686489657586, "loss_rpn_loc": 0.0021625586778100114, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5435278848744929, "total_loss": 0.052597441705458436}
{"data_time": 0.004053852055221796, "eta_seconds": 8150.628650309052, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4159090909090909, "fast_rcnn/fg_cls_accuracy": 0.5840909090909091, "iteration": 224939, "loss_box_reg": 0.007587855128804222, "loss_cls": 0.03997094579972327, "loss_rpn_cls": 0.0005200523929715928, "loss_rpn_loc": 0.002433356385154184, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5368309840559959, "total_loss": 0.05250492168488563}
{"data_time": 0.003973398823291063, "eta_seconds": 8139.805160965305, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4639016897081413, "fast_rcnn/fg_cls_accuracy": 0.5054945054945055, "iteration": 224959, "loss_box_reg": 0.006463802754296921, "loss_cls": 0.041632090928032994, "loss_rpn_cls": 0.00037858965822579194, "loss_rpn_loc": 0.0015477639262826415, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5390844056382775, "total_loss": 0.050622935843222194}
{"data_time": 0.004251275677233934, "eta_seconds": 8129.396974832285, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.49286786786786785, "fast_rcnn/fg_cls_accuracy": 0.5071321321321322, "iteration": 224979, "loss_box_reg": 0.007003632636042312, "loss_cls": 0.04137834091670811, "loss_rpn_cls": 0.0007341409584569192, "loss_rpn_loc": 0.0024265469946840312, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5431735217571259, "total_loss": 0.05302037383648894}
{"data_time": 0.004794852342456579, "eta_seconds": 8118.572932525072, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.32105263157894737, "fast_rcnn/fg_cls_accuracy": 0.6789473684210526, "iteration": 224999, "loss_box_reg": 0.006586432617041282, "loss_cls": 0.04232880612835288, "loss_rpn_cls": 0.0007795963909984494, "loss_rpn_loc": 0.0017129850039054872, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5386452516540885, "total_loss": 0.05179276573153402}
{"data_time": 0.00444478914141655, "eta_seconds": 8107.937446461059, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4464285714285714, "fast_rcnn/fg_cls_accuracy": 0.5535714285714286, "iteration": 225019, "loss_box_reg": 0.006872108962852508, "loss_cls": 0.04150414501782507, "loss_rpn_cls": 0.0006235549965936116, "loss_rpn_loc": 0.0018872151358664269, "lr": 0.001, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5438572708517313, "total_loss": 0.05140295550755525}
{"data_time": 0.004151976201683283, "eta_seconds": 8096.747801676393, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5965811965811966, "fast_rcnn/fg_cls_accuracy": 0.40341880341880343, "iteration": 225039, "loss_box_reg": 0.006760498887160793, "loss_cls": 0.04399750096490607, "loss_rpn_cls": 0.0011979290612771365, "loss_rpn_loc": 0.001592018130395445, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5356817473657429, "total_loss": 0.05404026743242696}
{"data_time": 0.004102097358554602, "eta_seconds": 8085.687714246567, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42083333333333334, "fast_rcnn/fg_cls_accuracy": 0.5791666666666666, "iteration": 225059, "loss_box_reg": 0.006671160881523974, "loss_cls": 0.042569776240270585, "loss_rpn_cls": 0.000890081931856912, "loss_rpn_loc": 0.002281137745740125, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538234755396843, "total_loss": 0.05299658694707432}
{"data_time": 0.004421994090080261, "eta_seconds": 8074.2978687617, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3595959595959596, "fast_rcnn/fg_cls_accuracy": 0.6404040404040404, "iteration": 225079, "loss_box_reg": 0.0068413834378588945, "loss_cls": 0.04157146962825209, "loss_rpn_cls": 0.0007457283890062172, "loss_rpn_loc": 0.0017639413072174648, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407432774081826, "total_loss": 0.051889697625256304}
{"data_time": 0.0046845655888319016, "eta_seconds": 8064.040735559072, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4451536643026005, "fast_rcnn/fg_cls_accuracy": 0.5548463356973995, "iteration": 225099, "loss_box_reg": 0.006591110286535695, "loss_cls": 0.03948979277629405, "loss_rpn_cls": 0.0006860719887527011, "loss_rpn_loc": 0.0020577022260113154, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5431259018369019, "total_loss": 0.05013864831897763}
{"data_time": 0.004269557073712349, "eta_seconds": 8047.589593748562, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3924903722721438, "fast_rcnn/fg_cls_accuracy": 0.6075096277278562, "iteration": 225119, "loss_box_reg": 0.006948106281924993, "loss_cls": 0.04019260872155428, "loss_rpn_cls": 0.0006337755120284783, "loss_rpn_loc": 0.0014172195751598338, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5363557967357337, "total_loss": 0.050559803661201386}
{"data_time": 0.004220754839479923, "eta_seconds": 8041.829678149428, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4984917043740573, "fast_rcnn/fg_cls_accuracy": 0.5015082956259427, "iteration": 225139, "loss_box_reg": 0.006945495086256415, "loss_cls": 0.04192023421637714, "loss_rpn_cls": 0.0009078294625624039, "loss_rpn_loc": 0.0016370962093787966, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433396147564054, "total_loss": 0.05228637543922332}
{"data_time": 0.004352384712547064, "eta_seconds": 8031.57026752783, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2692307692307692, "fast_rcnn/fg_cls_accuracy": 0.7307692307692307, "iteration": 225159, "loss_box_reg": 0.006638406019192189, "loss_cls": 0.040662222483661026, "loss_rpn_cls": 0.0006290038802490017, "loss_rpn_loc": 0.0020017720307805575, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373901636339724, "total_loss": 0.05058032501233356}
{"data_time": 0.004415453877300024, "eta_seconds": 8020.184217741247, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.43487394957983194, "fast_rcnn/fg_cls_accuracy": 0.5651260504201681, "iteration": 225179, "loss_box_reg": 0.007250485825352371, "loss_cls": 0.041405687865335494, "loss_rpn_cls": 0.0007450744094512629, "loss_rpn_loc": 0.002472424825100461, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418616635724902, "total_loss": 0.05215777495993734}
{"data_time": 0.004351796582341194, "eta_seconds": 8009.361487537157, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4166666666666667, "fast_rcnn/fg_cls_accuracy": 0.5833333333333333, "iteration": 225199, "loss_box_reg": 0.00676957331597805, "loss_cls": 0.03995644877431914, "loss_rpn_cls": 0.0005460394371539223, "loss_rpn_loc": 0.0019081510490650544, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5430622706189752, "total_loss": 0.04980838818255506}
{"data_time": 0.004671916831284761, "eta_seconds": 7991.780357752461, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3847771236333053, "fast_rcnn/fg_cls_accuracy": 0.6152228763666947, "iteration": 225219, "loss_box_reg": 0.007190574673586525, "loss_cls": 0.04452657024376094, "loss_rpn_cls": 0.0006976148478656796, "loss_rpn_loc": 0.001731482590912492, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5351582150906324, "total_loss": 0.05303303216800259}
{"data_time": 0.004255116451531649, "eta_seconds": 7982.694038930349, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3494694960212201, "fast_rcnn/fg_cls_accuracy": 0.6505305039787799, "iteration": 225239, "loss_box_reg": 0.006899890722706914, "loss_cls": 0.04002510476857424, "loss_rpn_cls": 0.000567772980502923, "loss_rpn_loc": 0.0021306299186107935, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.539553782902658, "total_loss": 0.0521960170631246}
{"data_time": 0.004138215444982052, "eta_seconds": 7973.517009050585, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32973733583489684, "fast_rcnn/fg_cls_accuracy": 0.6702626641651032, "iteration": 225259, "loss_box_reg": 0.006491280306363478, "loss_cls": 0.04276514542289078, "loss_rpn_cls": 0.0006740194418171086, "loss_rpn_loc": 0.0021197048226895276, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5463781501166523, "total_loss": 0.05269908427885639}
{"data_time": 0.004387760069221258, "eta_seconds": 7961.062187324278, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.42826086956521736, "fast_rcnn/fg_cls_accuracy": 0.5717391304347825, "iteration": 225279, "loss_box_reg": 0.00652203886420466, "loss_cls": 0.04140190815087408, "loss_rpn_cls": 0.0004303658047319914, "loss_rpn_loc": 0.0019589192615967477, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420163008384407, "total_loss": 0.050642789767834984}
{"data_time": 0.0042220973409712315, "eta_seconds": 7948.526015785057, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.33412698412698416, "fast_rcnn/fg_cls_accuracy": 0.665873015873016, "iteration": 225299, "loss_box_reg": 0.007126764830900356, "loss_cls": 0.039644464442972094, "loss_rpn_cls": 0.0005166904174984666, "loss_rpn_loc": 0.0017915097341756336, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5395235661417246, "total_loss": 0.05065731247663052}
{"data_time": 0.004747724626213312, "eta_seconds": 7936.624353109393, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.33035714285714285, "fast_rcnn/fg_cls_accuracy": 0.6220238095238095, "iteration": 225319, "loss_box_reg": 0.00656650704331696, "loss_cls": 0.04070415417663753, "loss_rpn_cls": 0.0006831347935190024, "loss_rpn_loc": 0.0016351321137335617, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.53282855078578, "total_loss": 0.05098859939431577}
{"data_time": 0.004642647225409746, "eta_seconds": 7924.524236264639, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.22370766488413546, "fast_rcnn/fg_cls_accuracy": 0.7762923351158645, "iteration": 225339, "loss_box_reg": 0.007516076118918136, "loss_cls": 0.04038342001149431, "loss_rpn_cls": 0.0005899730354599342, "loss_rpn_loc": 0.002178281887609046, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5416914387606084, "total_loss": 0.05101746316995559}
{"data_time": 0.004398829769343138, "eta_seconds": 7914.903048360255, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3399193548387097, "fast_rcnn/fg_cls_accuracy": 0.6600806451612904, "iteration": 225359, "loss_box_reg": 0.006597535393666476, "loss_cls": 0.039487653091782704, "loss_rpn_cls": 0.0009692508292573621, "loss_rpn_loc": 0.0016255678347079083, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5413560154847801, "total_loss": 0.05077427534615708}
{"data_time": 0.003910539671778679, "eta_seconds": 7904.0910778003745, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2427884615384615, "fast_rcnn/fg_cls_accuracy": 0.7572115384615385, "iteration": 225379, "loss_box_reg": 0.00748734048102051, "loss_cls": 0.040998092386871576, "loss_rpn_cls": 0.0007834507168809068, "loss_rpn_loc": 0.0021038122758909594, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.541151330806315, "total_loss": 0.051942601283030854}
{"data_time": 0.004306266084313393, "eta_seconds": 7890.557820470072, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6794871794871795, "iteration": 225399, "loss_box_reg": 0.006939951825188473, "loss_cls": 0.040079197846353054, "loss_rpn_cls": 0.0004702167833556814, "loss_rpn_loc": 0.0018683101843635086, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5257732630707324, "total_loss": 0.04928367163211078}
{"data_time": 0.00405492726713419, "eta_seconds": 7880.147738530766, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4328828828828829, "fast_rcnn/fg_cls_accuracy": 0.5650337837837838, "iteration": 225419, "loss_box_reg": 0.0068976359034422785, "loss_cls": 0.042719616554677486, "loss_rpn_cls": 0.001049969062250966, "loss_rpn_loc": 0.0019569116993807256, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405278415419161, "total_loss": 0.05358609475692333}
{"data_time": 0.004266154952347279, "eta_seconds": 7871.655166120734, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.37340301974448314, "fast_rcnn/fg_cls_accuracy": 0.6265969802555169, "iteration": 225439, "loss_box_reg": 0.006405793799785897, "loss_cls": 0.042533873463980854, "loss_rpn_cls": 0.0010698505975597072, "loss_rpn_loc": 0.0017935683281393722, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5451614819467068, "total_loss": 0.05145505960990704}
{"data_time": 0.003824299667030573, "eta_seconds": 7860.843195560854, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.4132290184921764, "fast_rcnn/fg_cls_accuracy": 0.5867709815078237, "iteration": 225459, "loss_box_reg": 0.00717363934381865, "loss_cls": 0.041156950988806784, "loss_rpn_cls": 0.0007938440598991292, "loss_rpn_loc": 0.001967671876627719, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5432264893315732, "total_loss": 0.052022737778315786}
{"data_time": 0.004287172574549913, "eta_seconds": 7848.851813300513, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34549071618037136, "fast_rcnn/fg_cls_accuracy": 0.6512474012474012, "iteration": 225479, "loss_box_reg": 0.006750550324795768, "loss_cls": 0.04146502440562472, "loss_rpn_cls": 0.0009214646022428497, "loss_rpn_loc": 0.0019401238569116686, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5437056631781161, "total_loss": 0.05387149311673056}
{"data_time": 0.004001482389867306, "eta_seconds": 7839.219254441094, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3816964285714286, "fast_rcnn/fg_cls_accuracy": 0.6183035714285714, "iteration": 225499, "loss_box_reg": 0.006758296614862047, "loss_cls": 0.03881399962119758, "loss_rpn_cls": 0.0009611141015284375, "loss_rpn_loc": 0.0014247180015445338, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5370186809450388, "total_loss": 0.049695349426883695}
{"data_time": 0.004385839216411114, "eta_seconds": 7828.594422308262, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21111111111111108, "fast_rcnn/fg_cls_accuracy": 0.7457994579945799, "iteration": 225519, "loss_box_reg": 0.0068079978809691966, "loss_cls": 0.04125016031321138, "loss_rpn_cls": 0.0005705621637162039, "loss_rpn_loc": 0.001754583507135976, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5484806075692177, "total_loss": 0.05224972547819107}
{"data_time": 0.004427923820912838, "eta_seconds": 7817.595313321333, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.28536184210526316, "fast_rcnn/fg_cls_accuracy": 0.7146381578947368, "iteration": 225539, "loss_box_reg": 0.006386179753462784, "loss_cls": 0.038587544520851225, "loss_rpn_cls": 0.0004772390619223188, "loss_rpn_loc": 0.0019002026074304013, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5347341280430555, "total_loss": 0.04921538279370452}
{"data_time": 0.004270882345736027, "eta_seconds": 7806.879114723299, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4303460514640639, "fast_rcnn/fg_cls_accuracy": 0.5696539485359362, "iteration": 225559, "loss_box_reg": 0.006828513025538996, "loss_cls": 0.041499727754853666, "loss_rpn_cls": 0.00041353701692514733, "loss_rpn_loc": 0.0018574082732811803, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.54270103527233, "total_loss": 0.05179965214688309}
{"data_time": 0.0039460971020162106, "eta_seconds": 7799.466827614233, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3340277777777778, "fast_rcnn/fg_cls_accuracy": 0.6659722222222222, "iteration": 225579, "loss_box_reg": 0.006623196633881889, "loss_cls": 0.039811705122701824, "loss_rpn_cls": 0.0004966468323459594, "loss_rpn_loc": 0.0019402856323722517, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541475756559521, "total_loss": 0.049216607006968616}
{"data_time": 0.004384989850223064, "eta_seconds": 7786.753213856835, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.44155844155844154, "fast_rcnn/fg_cls_accuracy": 0.5584415584415584, "iteration": 225599, "loss_box_reg": 0.007527282592491247, "loss_cls": 0.04073640028946102, "loss_rpn_cls": 0.0005174814928068372, "loss_rpn_loc": 0.002190226125094341, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5359815871343017, "total_loss": 0.05191175884351651}
{"data_time": 0.004265000578016043, "eta_seconds": 7775.939029822592, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3891891891891892, "fast_rcnn/fg_cls_accuracy": 0.5945945945945945, "iteration": 225619, "loss_box_reg": 0.006840786663815379, "loss_cls": 0.04068700113566592, "loss_rpn_cls": 0.0008602637294075066, "loss_rpn_loc": 0.002185216908401344, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5476650106720626, "total_loss": 0.050439954238981954}
{"data_time": 0.004162299446761608, "eta_seconds": 7768.846075044014, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.4666666666666667, "fast_rcnn/fg_cls_accuracy": 0.5333333333333333, "iteration": 225639, "loss_box_reg": 0.007087837933795527, "loss_cls": 0.04305125505197793, "loss_rpn_cls": 0.0006042792865628144, "loss_rpn_loc": 0.0015456257442565402, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5470090699382126, "total_loss": 0.0525146337504907}
{"data_time": 0.004069218877702951, "eta_seconds": 7758.026708600111, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3729946524064171, "fast_rcnn/fg_cls_accuracy": 0.6156417112299466, "iteration": 225659, "loss_box_reg": 0.0063425948319491, "loss_cls": 0.04004379699472338, "loss_rpn_cls": 0.0007796027771291847, "loss_rpn_loc": 0.0016756968689151108, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5334351826459169, "total_loss": 0.049940805980213554}
{"data_time": 0.003820468671619892, "eta_seconds": 7743.496477719862, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2927777777777778, "fast_rcnn/fg_cls_accuracy": 0.6761695906432749, "iteration": 225679, "loss_box_reg": 0.007233435375383124, "loss_cls": 0.040334083954803646, "loss_rpn_cls": 0.0008948808416562315, "loss_rpn_loc": 0.002200659599111532, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5375944213010371, "total_loss": 0.05125929090388581}
{"data_time": 0.004640600644052029, "eta_seconds": 7731.099548842292, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.37289915966386555, "fast_rcnn/fg_cls_accuracy": 0.6079192546583851, "iteration": 225699, "loss_box_reg": 0.006188393323100172, "loss_cls": 0.041163175366818905, "loss_rpn_cls": 0.0007758162681739122, "loss_rpn_loc": 0.001365162575893919, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5415138136595488, "total_loss": 0.05077411892490602}
{"data_time": 0.003947838209569454, "eta_seconds": 7713.904411457479, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.240625, "fast_rcnn/fg_cls_accuracy": 0.6798878205128205, "iteration": 225719, "loss_box_reg": 0.007803543077898212, "loss_cls": 0.039878561248769984, "loss_rpn_cls": 0.0008079153435573971, "loss_rpn_loc": 0.0021745687390648527, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364218833856285, "total_loss": 0.05137769082784871}
{"data_time": 0.0042575933039188385, "eta_seconds": 7701.124322454445, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3517736486486487, "fast_rcnn/fg_cls_accuracy": 0.640625, "iteration": 225739, "loss_box_reg": 0.006337384256767109, "loss_cls": 0.04474411689443514, "loss_rpn_cls": 0.001260574112109225, "loss_rpn_loc": 0.0020496006836765446, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.539865090046078, "total_loss": 0.054608881311878577}
{"data_time": 0.00395636260509491, "eta_seconds": 7689.778472004924, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.27426470588235297, "fast_rcnn/fg_cls_accuracy": 0.7215686274509805, "iteration": 225759, "loss_box_reg": 0.006560599387739785, "loss_cls": 0.04073962557595223, "loss_rpn_cls": 0.0006162457932532561, "loss_rpn_loc": 0.0016966969924396835, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375506291165948, "total_loss": 0.049919603173719906}
{"data_time": 0.004033438861370087, "eta_seconds": 7678.978979733307, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.10401785714285713, "fast_rcnn/fg_cls_accuracy": 0.8460829493087557, "iteration": 225779, "loss_box_reg": 0.006490605243016034, "loss_cls": 0.04190780903445557, "loss_rpn_cls": 0.000637272312587811, "loss_rpn_loc": 0.0020179227722110227, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5372805795632303, "total_loss": 0.052859030987747246}
{"data_time": 0.004074867814779282, "eta_seconds": 7668.17948746169, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3869047619047619, "fast_rcnn/fg_cls_accuracy": 0.5960144927536233, "iteration": 225799, "loss_box_reg": 0.007415896630845964, "loss_cls": 0.043433657905552536, "loss_rpn_cls": 0.0010805326036233964, "loss_rpn_loc": 0.001998365658437251, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5437737870961428, "total_loss": 0.054254317721415646}
{"data_time": 0.0041786800138652325, "eta_seconds": 7657.379995190073, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44861111111111107, "fast_rcnn/fg_cls_accuracy": 0.5513888888888889, "iteration": 225819, "loss_box_reg": 0.006739845674019307, "loss_cls": 0.038453334069345146, "loss_rpn_cls": 0.00067990826823916, "loss_rpn_loc": 0.0022268464163062163, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5426921374164522, "total_loss": 0.04977046362319015}
{"data_time": 0.00434772577136755, "eta_seconds": 7643.31353039667, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2540322580645161, "fast_rcnn/fg_cls_accuracy": 0.7459677419354839, "iteration": 225839, "loss_box_reg": 0.006618229817831889, "loss_cls": 0.04143504076637328, "loss_rpn_cls": 0.0006557067970334174, "loss_rpn_loc": 0.0019123961337754736, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398770510219038, "total_loss": 0.051603895682887924}
{"data_time": 0.00433869194239378, "eta_seconds": 7626.316958275158, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34478260869565214, "fast_rcnn/fg_cls_accuracy": 0.6137015781922526, "iteration": 225859, "loss_box_reg": 0.00688932157936506, "loss_cls": 0.040919814724475145, "loss_rpn_cls": 0.00047853569407152463, "loss_rpn_loc": 0.0015709274848632049, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5355459875427186, "total_loss": 0.05210212369490819}
{"data_time": 0.0038825166411697865, "eta_seconds": 7615.5308512696065, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23440065681444994, "fast_rcnn/fg_cls_accuracy": 0.7238863287250384, "iteration": 225879, "loss_box_reg": 0.006203695811564103, "loss_cls": 0.03984180331462994, "loss_rpn_cls": 0.000716847729336223, "loss_rpn_loc": 0.0017189995924127288, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5411686096340418, "total_loss": 0.048684772457136205}
{"data_time": 0.004413147922605276, "eta_seconds": 7604.744744264055, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.26416739319965127, "fast_rcnn/fg_cls_accuracy": 0.7358326068003487, "iteration": 225899, "loss_box_reg": 0.006415441166609526, "loss_cls": 0.04195624525891617, "loss_rpn_cls": 0.0013486535317781545, "loss_rpn_loc": 0.0018303168417332927, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5386093473061919, "total_loss": 0.05113506933503231}
{"data_time": 0.004357623402029276, "eta_seconds": 7596.050273447763, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4011437908496732, "fast_rcnn/fg_cls_accuracy": 0.5988562091503268, "iteration": 225919, "loss_box_reg": 0.006773617933504283, "loss_cls": 0.0408451859257184, "loss_rpn_cls": 0.0007801292908879986, "loss_rpn_loc": 0.0016503349997947225, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5450902753509581, "total_loss": 0.05079472225781956}
{"data_time": 0.004646957386285067, "eta_seconds": 7589.339139249176, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36837121212121215, "fast_rcnn/fg_cls_accuracy": 0.5656565656565657, "iteration": 225939, "loss_box_reg": 0.007119053567294031, "loss_cls": 0.04233948726323433, "loss_rpn_cls": 0.0006604601751405426, "loss_rpn_loc": 0.0021213184263615403, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5454923817887902, "total_loss": 0.05264853641187983}
{"data_time": 0.004557997919619083, "eta_seconds": 7581.783549288753, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40630252100840336, "fast_rcnn/fg_cls_accuracy": 0.5365546218487395, "iteration": 225959, "loss_box_reg": 0.006363432796206325, "loss_cls": 0.04290028533432633, "loss_rpn_cls": 0.0007334936628637934, "loss_rpn_loc": 0.0019850876660711947, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412164833396673, "total_loss": 0.052615338601953}
{"data_time": 0.004071830306202173, "eta_seconds": 7568.884638669901, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.39642857142857146, "fast_rcnn/fg_cls_accuracy": 0.6035714285714285, "iteration": 225979, "loss_box_reg": 0.006616717902943492, "loss_cls": 0.04104275198187679, "loss_rpn_cls": 0.0010128269420306424, "loss_rpn_loc": 0.0017112455861933995, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5354494759812951, "total_loss": 0.05161377940609668}
{"data_time": 0.004452532157301903, "eta_seconds": 7560.184564745519, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4530583214793741, "fast_rcnn/fg_cls_accuracy": 0.5469416785206258, "iteration": 225999, "loss_box_reg": 0.007547243527369574, "loss_cls": 0.044200047850608826, "loss_rpn_cls": 0.0007055165265228425, "loss_rpn_loc": 0.002078803889162373, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5478703994303942, "total_loss": 0.055108630798599734}
{"data_time": 0.004661785904318094, "eta_seconds": 7549.93591179233, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3157051282051282, "fast_rcnn/fg_cls_accuracy": 0.6586538461538461, "iteration": 226019, "loss_box_reg": 0.0071946644893614575, "loss_cls": 0.04325913096545264, "loss_rpn_cls": 0.0008354430109989153, "loss_rpn_loc": 0.0017851026750577148, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5435694972984493, "total_loss": 0.051145892495810585}
{"data_time": 0.004589236341416836, "eta_seconds": 7539.415126710199, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27192982456140347, "fast_rcnn/fg_cls_accuracy": 0.7280701754385965, "iteration": 226039, "loss_box_reg": 0.006539364374475554, "loss_cls": 0.04029074969002977, "loss_rpn_cls": 0.0006490377989507579, "loss_rpn_loc": 0.0016994350035020034, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5301520936191082, "total_loss": 0.051949850956390264}
{"data_time": 0.004347824491560459, "eta_seconds": 7528.614446061663, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4668803418803419, "fast_rcnn/fg_cls_accuracy": 0.5331196581196581, "iteration": 226059, "loss_box_reg": 0.006860917623271234, "loss_cls": 0.039098352019209415, "loss_rpn_cls": 0.00045224092062312593, "loss_rpn_loc": 0.001632672183404793, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5343399061821401, "total_loss": 0.04856998866765139}
{"data_time": 0.004580918233841658, "eta_seconds": 7517.535071029328, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.37412587412587417, "fast_rcnn/fg_cls_accuracy": 0.5647058823529412, "iteration": 226079, "loss_box_reg": 0.007225764406030066, "loss_cls": 0.04315030266297981, "loss_rpn_cls": 0.0008168616373041004, "loss_rpn_loc": 0.0016676207324053394, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380286192521453, "total_loss": 0.052295437262500855}
{"data_time": 0.0043857344426214695, "eta_seconds": 7506.424001534469, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.28362573099415206, "fast_rcnn/fg_cls_accuracy": 0.7163742690058479, "iteration": 226099, "loss_box_reg": 0.006700526180793531, "loss_cls": 0.040096064389217645, "loss_rpn_cls": 0.0005210685778820334, "loss_rpn_loc": 0.0016337903689418454, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5355844777077436, "total_loss": 0.050352472246345314}
{"data_time": 0.004533374682068825, "eta_seconds": 7497.578123928979, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2902097902097902, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 226119, "loss_box_reg": 0.006553732819156721, "loss_cls": 0.04150349926203489, "loss_rpn_cls": 0.0013722198896175541, "loss_rpn_loc": 0.002321582884178497, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5440033935010433, "total_loss": 0.05251293177627758}
{"data_time": 0.004083889536559582, "eta_seconds": 7486.775475526229, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.31067251461988304, "fast_rcnn/fg_cls_accuracy": 0.689327485380117, "iteration": 226139, "loss_box_reg": 0.006547407916514203, "loss_cls": 0.0395704215625301, "loss_rpn_cls": 0.0005417488576995311, "loss_rpn_loc": 0.002105670192577236, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5431611374951899, "total_loss": 0.04988015597677986}
{"data_time": 0.00452757254242897, "eta_seconds": 7475.972827123478, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3592375366568915, "fast_rcnn/fg_cls_accuracy": 0.6407624633431085, "iteration": 226159, "loss_box_reg": 0.006498372589703649, "loss_cls": 0.03796799143310636, "loss_rpn_cls": 0.0011287750760118342, "loss_rpn_loc": 0.0021468761915457435, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5337892509996891, "total_loss": 0.04927662925496179}
{"data_time": 0.004565552342683077, "eta_seconds": 7467.029305625707, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.45588235294117646, "fast_rcnn/fg_cls_accuracy": 0.5294117647058824, "iteration": 226179, "loss_box_reg": 0.006469891144661233, "loss_cls": 0.0402654338395223, "loss_rpn_cls": 0.0006615539098220324, "loss_rpn_loc": 0.001986533145100111, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5452722734771669, "total_loss": 0.05128917105673736}
{"data_time": 0.004378818906843662, "eta_seconds": 7454.367530317977, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.472953216374269, "fast_rcnn/fg_cls_accuracy": 0.527046783625731, "iteration": 226199, "loss_box_reg": 0.006474313209764659, "loss_cls": 0.040044286171905696, "loss_rpn_cls": 0.0007088664164029979, "loss_rpn_loc": 0.0015679215503041632, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5399529463611543, "total_loss": 0.050225832821979566}
{"data_time": 0.004469403065741062, "eta_seconds": 7443.564881915227, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.30982905982905984, "fast_rcnn/fg_cls_accuracy": 0.6055555555555556, "iteration": 226219, "loss_box_reg": 0.007490072850487195, "loss_cls": 0.042559503752272576, "loss_rpn_cls": 0.0013601489475121298, "loss_rpn_loc": 0.0020717643201351166, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357731184922159, "total_loss": 0.05422496159781076}
{"data_time": 0.004318099934607744, "eta_seconds": 7436.723970673978, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5050933786078098, "fast_rcnn/fg_cls_accuracy": 0.4949066213921901, "iteration": 226239, "loss_box_reg": 0.007364704157225788, "loss_cls": 0.042739510972751305, "loss_rpn_cls": 0.0011087973480243818, "loss_rpn_loc": 0.0019915974662580993, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5414306921884418, "total_loss": 0.05279206648197032}
{"data_time": 0.004412258975207806, "eta_seconds": 7421.467752743047, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.443010752688172, "fast_rcnn/fg_cls_accuracy": 0.556989247311828, "iteration": 226259, "loss_box_reg": 0.006622834189329296, "loss_cls": 0.0418687897908967, "loss_rpn_cls": 0.000560517042003994, "loss_rpn_loc": 0.0019363196115591563, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5439034732989967, "total_loss": 0.052279111710959114}
{"data_time": 0.004925441462546587, "eta_seconds": 7413.00261214748, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3759157509157509, "fast_rcnn/fg_cls_accuracy": 0.6240842490842491, "iteration": 226279, "loss_box_reg": 0.006354811106575653, "loss_cls": 0.041503860033117235, "loss_rpn_cls": 0.001504605821878613, "loss_rpn_loc": 0.0019034744982491247, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5441561685875058, "total_loss": 0.0518367651443441}
{"data_time": 0.004361099097877741, "eta_seconds": 7399.006278279237, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4166666666666667, "fast_rcnn/fg_cls_accuracy": 0.55, "iteration": 226299, "loss_box_reg": 0.00744299209327437, "loss_cls": 0.038917755940929055, "loss_rpn_cls": 0.0004459504193619068, "loss_rpn_loc": 0.0017409560223313747, "lr": 0.001, "roi_head/num_bg_samples": 497.0, "roi_head/num_fg_samples": 15.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.535630623344332, "total_loss": 0.05007144853141199}
{"data_time": 0.004856937099248171, "eta_seconds": 7392.817043934483, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3839285714285714, "fast_rcnn/fg_cls_accuracy": 0.6160714285714286, "iteration": 226319, "loss_box_reg": 0.0062279255071189255, "loss_cls": 0.03801367798587307, "loss_rpn_cls": 0.0006545696320472416, "loss_rpn_loc": 0.0021645373162755277, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422033537179232, "total_loss": 0.04845101848422928}
{"data_time": 0.0042862920090556145, "eta_seconds": 7382.009621898178, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.39767441860465114, "fast_rcnn/fg_cls_accuracy": 0.6023255813953488, "iteration": 226339, "loss_box_reg": 0.007636406255187467, "loss_cls": 0.04373792832484469, "loss_rpn_cls": 0.0012754093399962585, "loss_rpn_loc": 0.0017196080370922573, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5402795835398138, "total_loss": 0.05311963787021057}
{"data_time": 0.004730061162263155, "eta_seconds": 7371.202199861873, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.20173745173745172, "fast_rcnn/fg_cls_accuracy": 0.7982625482625483, "iteration": 226359, "loss_box_reg": 0.007044562778901309, "loss_cls": 0.04063527856487781, "loss_rpn_cls": 0.00042049103751651273, "loss_rpn_loc": 0.0018022413860308006, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394552224315703, "total_loss": 0.04956401127864751}
{"data_time": 0.004010310396552086, "eta_seconds": 7356.656157493126, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4539295392953929, "fast_rcnn/fg_cls_accuracy": 0.5460704607046071, "iteration": 226379, "loss_box_reg": 0.006652729018242098, "loss_cls": 0.043713469291105866, "loss_rpn_cls": 0.0012506704209727104, "loss_rpn_loc": 0.0017059656966011971, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5333732194267213, "total_loss": 0.05331813952113862}
{"data_time": 0.00409194640815258, "eta_seconds": 7350.256720088422, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28043478260869564, "fast_rcnn/fg_cls_accuracy": 0.6403225806451613, "iteration": 226399, "loss_box_reg": 0.006339202489471063, "loss_cls": 0.04120794642949477, "loss_rpn_cls": 0.0007536312266438472, "loss_rpn_loc": 0.0017196206135849934, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5408012461848557, "total_loss": 0.050362888252948323}
{"data_time": 0.003914606291800737, "eta_seconds": 7341.245066869073, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.2761904761904762, "fast_rcnn/fg_cls_accuracy": 0.7238095238095238, "iteration": 226419, "loss_box_reg": 0.006932934920769185, "loss_cls": 0.04030543699627742, "loss_rpn_cls": 0.0011190740503934649, "loss_rpn_loc": 0.0019707049286807887, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5418698899447918, "total_loss": 0.05266874979690783}
{"data_time": 0.00444543594494462, "eta_seconds": 7331.90589471953, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.449874686716792, "fast_rcnn/fg_cls_accuracy": 0.550125313283208, "iteration": 226439, "loss_box_reg": 0.007019215467153117, "loss_cls": 0.04470601998036727, "loss_rpn_cls": 0.0007206757119320173, "loss_rpn_loc": 0.001363063349344884, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5446929149329662, "total_loss": 0.0549074355918151}
{"data_time": 0.004471819847822189, "eta_seconds": 7321.482932873536, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.490530303030303, "fast_rcnn/fg_cls_accuracy": 0.509469696969697, "iteration": 226459, "loss_box_reg": 0.006909305782755837, "loss_cls": 0.04030529104056768, "loss_rpn_cls": 0.0006652015697454772, "loss_rpn_loc": 0.002549459972215118, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5438632206059992, "total_loss": 0.052103987545251584}
{"data_time": 0.004079803824424744, "eta_seconds": 7309.03057090519, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.27823977823977825, "fast_rcnn/fg_cls_accuracy": 0.7217602217602217, "iteration": 226479, "loss_box_reg": 0.007119936868548393, "loss_cls": 0.04315459786448628, "loss_rpn_cls": 0.0006634185745042487, "loss_rpn_loc": 0.0020831922374782152, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397357097826898, "total_loss": 0.0545306380834063}
{"data_time": 0.004191383253782988, "eta_seconds": 7302.927637966815, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.316008316008316, "fast_rcnn/fg_cls_accuracy": 0.6486486486486487, "iteration": 226499, "loss_box_reg": 0.006875270104501396, "loss_cls": 0.04334448487497866, "loss_rpn_cls": 0.0010620849525366793, "loss_rpn_loc": 0.0017643249011598527, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.54790153587237, "total_loss": 0.05200535532571848}
{"data_time": 0.004470131825655699, "eta_seconds": 7290.537946266588, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4068287037037037, "fast_rcnn/fg_cls_accuracy": 0.5931712962962963, "iteration": 226519, "loss_box_reg": 0.00664261871133931, "loss_cls": 0.03994334701565094, "loss_rpn_cls": 0.0006918047007502537, "loss_rpn_loc": 0.00192005600547418, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5461249551735818, "total_loss": 0.051507130906259135}
{"data_time": 0.004285281058400869, "eta_seconds": 7279.721926763188, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4359090909090909, "fast_rcnn/fg_cls_accuracy": 0.5640909090909092, "iteration": 226539, "loss_box_reg": 0.007048641447909176, "loss_cls": 0.04308852332178503, "loss_rpn_cls": 0.001067333478886212, "loss_rpn_loc": 0.0016923469192988705, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5337083018384874, "total_loss": 0.054088165920461506}
{"data_time": 0.0041159833781421185, "eta_seconds": 7268.30668758275, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2915027537372148, "fast_rcnn/fg_cls_accuracy": 0.7084972462627852, "iteration": 226559, "loss_box_reg": 0.007596819617901929, "loss_cls": 0.041829454828985035, "loss_rpn_cls": 0.0011797195900271618, "loss_rpn_loc": 0.002327496971702203, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356464963406324, "total_loss": 0.05565376185535342}
{"data_time": 0.004407156258821487, "eta_seconds": 7257.086608026642, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4246212121212121, "fast_rcnn/fg_cls_accuracy": 0.5753787878787879, "iteration": 226579, "loss_box_reg": 0.00640524982009083, "loss_cls": 0.040303823130670935, "loss_rpn_cls": 0.0008503702943585267, "loss_rpn_loc": 0.001923003470437834, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406698761507869, "total_loss": 0.05021013645182393}
{"data_time": 0.003953955136239529, "eta_seconds": 7246.676431835163, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.42045454545454547, "fast_rcnn/fg_cls_accuracy": 0.5795454545454546, "iteration": 226599, "loss_box_reg": 0.006740282595274039, "loss_cls": 0.04230315375025384, "loss_rpn_cls": 0.0005799198916633941, "loss_rpn_loc": 0.0018098760901921196, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5389975719153881, "total_loss": 0.05126236236696968}
{"data_time": 0.004062112420797348, "eta_seconds": 7234.586887194309, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2671296296296296, "fast_rcnn/fg_cls_accuracy": 0.70625, "iteration": 226619, "loss_box_reg": 0.006955878197913989, "loss_cls": 0.041846277890726924, "loss_rpn_cls": 0.001263845681478415, "loss_rpn_loc": 0.001631226550671272, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5406307051889598, "total_loss": 0.05231334559081802}
{"data_time": 0.004870016593486071, "eta_seconds": 7221.304706742521, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5195590327169275, "fast_rcnn/fg_cls_accuracy": 0.4804409672830725, "iteration": 226639, "loss_box_reg": 0.006592912322958, "loss_cls": 0.04119076201459393, "loss_rpn_cls": 0.0009162236785869027, "loss_rpn_loc": 0.0017211394042533357, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5391233852133155, "total_loss": 0.05040981490242302}
{"data_time": 0.003917372319847345, "eta_seconds": 7210.495179451536, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3220046082949309, "fast_rcnn/fg_cls_accuracy": 0.6779953917050692, "iteration": 226659, "loss_box_reg": 0.007366014935541898, "loss_cls": 0.03979076794348657, "loss_rpn_cls": 0.000760829098794602, "loss_rpn_loc": 0.002488252539478708, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538644942920655, "total_loss": 0.05046395798933645}
{"data_time": 0.004595494829118252, "eta_seconds": 7202.147218019236, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.29864864864864865, "fast_rcnn/fg_cls_accuracy": 0.6878378378378378, "iteration": 226679, "loss_box_reg": 0.006352252763463184, "loss_cls": 0.04296281421557069, "loss_rpn_cls": 0.0006618393233566167, "loss_rpn_loc": 0.0020095630297873868, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5422687157988548, "total_loss": 0.052389805605798756}
{"data_time": 0.004369243048131466, "eta_seconds": 7193.19377073599, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3680555555555556, "fast_rcnn/fg_cls_accuracy": 0.6319444444444444, "iteration": 226699, "loss_box_reg": 0.007238407182740048, "loss_cls": 0.04028457694221288, "loss_rpn_cls": 0.0007479135985022367, "loss_rpn_loc": 0.001760018367349403, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5467894310131669, "total_loss": 0.05055885201386445}
{"data_time": 0.00428873673081398, "eta_seconds": 7186.057485159952, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.42251950947603123, "fast_rcnn/fg_cls_accuracy": 0.5742753623188406, "iteration": 226719, "loss_box_reg": 0.007521695661125705, "loss_cls": 0.046120896586216986, "loss_rpn_cls": 0.0009230136868154659, "loss_rpn_loc": 0.0014219101121852873, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5464409315027297, "total_loss": 0.05633382072187487}
{"data_time": 0.0044629741460084915, "eta_seconds": 7175.839426359162, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.16059082338152106, "fast_rcnn/fg_cls_accuracy": 0.839409176618479, "iteration": 226739, "loss_box_reg": 0.006677857803879306, "loss_cls": 0.04100944707170129, "loss_rpn_cls": 0.00027776321917372115, "loss_rpn_loc": 0.0017936710755748209, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5486013418994844, "total_loss": 0.04980328222058006}
{"data_time": 0.004162677563726902, "eta_seconds": 7165.016955314204, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3771551724137931, "fast_rcnn/fg_cls_accuracy": 0.6228448275862069, "iteration": 226759, "loss_box_reg": 0.006966002256376669, "loss_cls": 0.041971150669269264, "loss_rpn_cls": 0.000839389496604781, "loss_rpn_loc": 0.0019365942316653673, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5331023423932493, "total_loss": 0.05118099663786779}
{"data_time": 0.004401409532874823, "eta_seconds": 7152.73416060023, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.33428165007112376, "fast_rcnn/fg_cls_accuracy": 0.6657183499288762, "iteration": 226779, "loss_box_reg": 0.006194134402903728, "loss_cls": 0.0385810267762281, "loss_rpn_cls": 0.0014520472699928177, "loss_rpn_loc": 0.0019150133248331258, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5370538518764079, "total_loss": 0.04930649302693979}
{"data_time": 0.0042916652746498585, "eta_seconds": 7144.407170068007, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4545454545454546, "fast_rcnn/fg_cls_accuracy": 0.5454545454545454, "iteration": 226799, "loss_box_reg": 0.006652197480434552, "loss_cls": 0.0415216451510787, "loss_rpn_cls": 0.0011836136418423848, "loss_rpn_loc": 0.0015057953951327363, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5471028056927025, "total_loss": 0.05190794570785329}
{"data_time": 0.0048133800737559795, "eta_seconds": 7136.357084854972, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3788515406162465, "fast_rcnn/fg_cls_accuracy": 0.6211484593837535, "iteration": 226819, "loss_box_reg": 0.006740780809195712, "loss_cls": 0.03849927510600537, "loss_rpn_cls": 0.0006368046678062456, "loss_rpn_loc": 0.0020056186276633525, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5459898132830858, "total_loss": 0.048005649325091326}
{"data_time": 0.004058686550706625, "eta_seconds": 7125.93090120703, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.18472222222222223, "fast_rcnn/fg_cls_accuracy": 0.7752525252525253, "iteration": 226839, "loss_box_reg": 0.00767843121138867, "loss_cls": 0.0413901312276721, "loss_rpn_cls": 0.00115421420457551, "loss_rpn_loc": 0.0019133475743728923, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5356690185144544, "total_loss": 0.05478412477418715}
{"data_time": 0.004219943191856146, "eta_seconds": 7118.545774971135, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4627742946708464, "fast_rcnn/fg_cls_accuracy": 0.5372257053291536, "iteration": 226859, "loss_box_reg": 0.00606616391451098, "loss_cls": 0.038327269023284316, "loss_rpn_cls": 0.001267454837858395, "loss_rpn_loc": 0.001795729140212643, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5442856699228287, "total_loss": 0.04932326003631715}
{"data_time": 0.004876066464930773, "eta_seconds": 7105.4539470621385, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4301948051948052, "fast_rcnn/fg_cls_accuracy": 0.5698051948051948, "iteration": 226879, "loss_box_reg": 0.006639426195761189, "loss_cls": 0.04201652336632833, "loss_rpn_cls": 0.0005385657216265827, "loss_rpn_loc": 0.0016974445607047528, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391019335947931, "total_loss": 0.05233334816949764}
{"data_time": 0.004624490160495043, "eta_seconds": 7099.981232003309, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.28826530612244894, "fast_rcnn/fg_cls_accuracy": 0.6839569160997732, "iteration": 226899, "loss_box_reg": 0.007451026525814086, "loss_cls": 0.04437119822250679, "loss_rpn_cls": 0.0008885472792599103, "loss_rpn_loc": 0.0020226134511176497, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5511390841566026, "total_loss": 0.05587183456782441}
{"data_time": 0.004201060626655817, "eta_seconds": 7087.532300384715, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.36616847826086957, "fast_rcnn/fg_cls_accuracy": 0.5909926470588236, "iteration": 226919, "loss_box_reg": 0.006111606286140159, "loss_cls": 0.040763311786577106, "loss_rpn_cls": 0.0006829618105257396, "loss_rpn_loc": 0.0020080105896340683, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5417417525313795, "total_loss": 0.05088154848272097}
{"data_time": 0.004286083392798901, "eta_seconds": 7076.695923501626, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.346326164874552, "fast_rcnn/fg_cls_accuracy": 0.6397849462365591, "iteration": 226939, "loss_box_reg": 0.00744125695200637, "loss_cls": 0.04574146377854049, "loss_rpn_cls": 0.0005255192406252718, "loss_rpn_loc": 0.0020927311707055196, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407448974438012, "total_loss": 0.057077400987054716}
{"data_time": 0.0038310964591801167, "eta_seconds": 7062.131310390774, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3031878031878032, "fast_rcnn/fg_cls_accuracy": 0.6968121968121967, "iteration": 226959, "loss_box_reg": 0.0063009439036250114, "loss_cls": 0.041479994310066104, "loss_rpn_cls": 0.0008258925143991291, "loss_rpn_loc": 0.0018349706060689641, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.535651158541441, "total_loss": 0.0517092174829088}
{"data_time": 0.0041906083934009075, "eta_seconds": 7050.366830743384, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.42606707317073167, "fast_rcnn/fg_cls_accuracy": 0.5739329268292683, "iteration": 226979, "loss_box_reg": 0.006666662258794531, "loss_cls": 0.04294927534647286, "loss_rpn_cls": 0.0008397900844840933, "loss_rpn_loc": 0.0019212158622394782, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5352876745164394, "total_loss": 0.0528007165995632}
{"data_time": 0.004255116451531649, "eta_seconds": 7039.300026334822, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.46157735085945395, "fast_rcnn/fg_cls_accuracy": 0.5384226491405459, "iteration": 226999, "loss_box_reg": 0.007014366710791364, "loss_cls": 0.04205662838649005, "loss_rpn_cls": 0.0009437854300813342, "loss_rpn_loc": 0.0020449831208679825, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362696824595332, "total_loss": 0.054598854450432555}
{"data_time": 0.0041719782166182995, "eta_seconds": 7028.074601206463, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20731707317073172, "fast_rcnn/fg_cls_accuracy": 0.6695884146341464, "iteration": 227019, "loss_box_reg": 0.0069266211648937315, "loss_cls": 0.038581011758651584, "loss_rpn_cls": 0.000580789111154445, "loss_rpn_loc": 0.001971777182916412, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5389034664258361, "total_loss": 0.048775277969255626}
{"data_time": 0.0046416036784648895, "eta_seconds": 7017.879156229552, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2132034632034632, "fast_rcnn/fg_cls_accuracy": 0.7867965367965368, "iteration": 227039, "loss_box_reg": 0.00678342989704106, "loss_cls": 0.04102214064914733, "loss_rpn_cls": 0.000378561929380794, "loss_rpn_loc": 0.002400855559244519, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5423786235041916, "total_loss": 0.05186257279035544}
{"data_time": 0.00438700383529067, "eta_seconds": 7007.978014551569, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3246606334841629, "fast_rcnn/fg_cls_accuracy": 0.6753393665158371, "iteration": 227059, "loss_box_reg": 0.006761957542039454, "loss_cls": 0.0413765519624576, "loss_rpn_cls": 0.001020475088182593, "loss_rpn_loc": 0.00176022121013375, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5403942344710231, "total_loss": 0.05174343117164426}
{"data_time": 0.004197162110358477, "eta_seconds": 6998.121789714787, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35185185185185186, "fast_rcnn/fg_cls_accuracy": 0.6481481481481481, "iteration": 227079, "loss_box_reg": 0.00663022487424314, "loss_cls": 0.041714205173775554, "loss_rpn_cls": 0.0008933970979114747, "loss_rpn_loc": 0.0016712985161575489, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428528832271695, "total_loss": 0.0536559734759976}
{"data_time": 0.003898646216839552, "eta_seconds": 6991.572684737854, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.47058823529411764, "fast_rcnn/fg_cls_accuracy": 0.5294117647058824, "iteration": 227099, "loss_box_reg": 0.006554414983838797, "loss_cls": 0.04111642486532219, "loss_rpn_cls": 0.0005676416992628219, "loss_rpn_loc": 0.001745458761433838, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5454190629534423, "total_loss": 0.05019626374348718}
{"data_time": 0.00428569782525301, "eta_seconds": 6977.810908802319, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5469858156028369, "fast_rcnn/fg_cls_accuracy": 0.4530141843971631, "iteration": 227119, "loss_box_reg": 0.0070434884109999985, "loss_cls": 0.04177247465122491, "loss_rpn_cls": 0.0011477930185037621, "loss_rpn_loc": 0.0018923129082395462, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5378062506206334, "total_loss": 0.05218816492191536}
{"data_time": 0.004608445800840855, "eta_seconds": 6968.431719631422, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2612781954887218, "fast_rcnn/fg_cls_accuracy": 0.7126984126984127, "iteration": 227139, "loss_box_reg": 0.006923706867382862, "loss_cls": 0.04017060066689737, "loss_rpn_cls": 0.0008872516816609277, "loss_rpn_loc": 0.001684881546680117, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5447339843958616, "total_loss": 0.050814157692570916}
{"data_time": 0.004308067262172699, "eta_seconds": 6960.325734494254, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.1913109756097561, "fast_rcnn/fg_cls_accuracy": 0.7994978479196557, "iteration": 227159, "loss_box_reg": 0.008281323709525168, "loss_cls": 0.04099364997819066, "loss_rpn_cls": 0.0013315077203515102, "loss_rpn_loc": 0.0018201321454398567, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5441728252917528, "total_loss": 0.05287016878844497}
{"data_time": 0.004663804080337286, "eta_seconds": 6947.141026407015, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4388789505068575, "fast_rcnn/fg_cls_accuracy": 0.5611210494931425, "iteration": 227179, "loss_box_reg": 0.006521383416838944, "loss_cls": 0.04040044313296676, "loss_rpn_cls": 0.0006048808700143127, "loss_rpn_loc": 0.002101837681948382, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539403133559972, "total_loss": 0.052038653069416796}
{"data_time": 0.004331960342824459, "eta_seconds": 6934.47383305477, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4574303405572755, "fast_rcnn/fg_cls_accuracy": 0.5425696594427245, "iteration": 227199, "loss_box_reg": 0.00682728695392143, "loss_cls": 0.04287700616987422, "loss_rpn_cls": 0.0006743112908083049, "loss_rpn_loc": 0.0018065543026750674, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5345604056492448, "total_loss": 0.05309961838406707}
{"data_time": 0.0045811389572918415, "eta_seconds": 6925.085592769552, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5972972972972973, "iteration": 227219, "loss_box_reg": 0.006876183251733892, "loss_cls": 0.040438138152239844, "loss_rpn_cls": 0.0013586482050413906, "loss_rpn_loc": 0.0015919913748803083, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5394555316306651, "total_loss": 0.05068252218316616}
{"data_time": 0.004685815889388323, "eta_seconds": 6912.805295180995, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4843597262952102, "fast_rcnn/fg_cls_accuracy": 0.5075757575757576, "iteration": 227239, "loss_box_reg": 0.006522594281705096, "loss_cls": 0.04159581859130412, "loss_rpn_cls": 0.0004928345525740951, "loss_rpn_loc": 0.0019885931615135632, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5372260762378573, "total_loss": 0.051303542769630894}
{"data_time": 0.0047089774161577225, "eta_seconds": 6901.971026244108, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.10869565217391304, "fast_rcnn/fg_cls_accuracy": 0.8633540372670807, "iteration": 227259, "loss_box_reg": 0.007015793700702488, "loss_cls": 0.04360471048858017, "loss_rpn_cls": 0.0007303638022904124, "loss_rpn_loc": 0.0019505444433889352, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5464728795923293, "total_loss": 0.05467900927123992}
{"data_time": 0.0042799655348062515, "eta_seconds": 6892.575997623149, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.49444444444444446, "fast_rcnn/fg_cls_accuracy": 0.5055555555555555, "iteration": 227279, "loss_box_reg": 0.006967096676817164, "loss_cls": 0.04106161947129294, "loss_rpn_cls": 0.0008605871248050789, "loss_rpn_loc": 0.002708116904614144, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5470373639836907, "total_loss": 0.05264464645745193}
{"data_time": 0.004252592567354441, "eta_seconds": 6884.766549780965, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38325825825825827, "fast_rcnn/fg_cls_accuracy": 0.6032282282282282, "iteration": 227299, "loss_box_reg": 0.007111708837328479, "loss_cls": 0.044596984749659896, "loss_rpn_cls": 0.0009315610288922471, "loss_rpn_loc": 0.0017897949364851229, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.546977246645838, "total_loss": 0.05425449079021405}
{"data_time": 0.004292285069823265, "eta_seconds": 6873.599457917735, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.41280241935483875, "fast_rcnn/fg_cls_accuracy": 0.5871975806451613, "iteration": 227319, "loss_box_reg": 0.006530272803502157, "loss_cls": 0.04302064358489588, "loss_rpn_cls": 0.0006476465257776454, "loss_rpn_loc": 0.001916743265610421, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375040685757995, "total_loss": 0.052274472654204374}
{"data_time": 0.004866677336394787, "eta_seconds": 6860.444000884425, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4422554347826087, "fast_rcnn/fg_cls_accuracy": 0.5577445652173914, "iteration": 227339, "loss_box_reg": 0.006849916622741148, "loss_cls": 0.040416115312837064, "loss_rpn_cls": 0.0007233444207486173, "loss_rpn_loc": 0.0021089574111101683, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5396602903492749, "total_loss": 0.049971694968348856}
{"data_time": 0.004461997654289007, "eta_seconds": 6850.836817512754, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.15782828282828282, "fast_rcnn/fg_cls_accuracy": 0.8421717171717171, "iteration": 227359, "loss_box_reg": 0.00702872354304418, "loss_cls": 0.041642346419394016, "loss_rpn_cls": 0.0006760113655559508, "loss_rpn_loc": 0.0018460760365996975, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443264944478869, "total_loss": 0.05267849329550245}
{"data_time": 0.0044852509163320065, "eta_seconds": 6841.07710420154, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.3524667931688804, "fast_rcnn/fg_cls_accuracy": 0.6475332068311195, "iteration": 227379, "loss_box_reg": 0.006531941122375429, "loss_cls": 0.04163096044794656, "loss_rpn_cls": 0.00047044606634472075, "loss_rpn_loc": 0.0018969684788316954, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419370695017278, "total_loss": 0.05180622267602075}
{"data_time": 0.004182524047791958, "eta_seconds": 6832.818696402479, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4125, "fast_rcnn/fg_cls_accuracy": 0.5875, "iteration": 227399, "loss_box_reg": 0.007300842000404373, "loss_cls": 0.04050549416569993, "loss_rpn_cls": 0.0011385758893993625, "loss_rpn_loc": 0.002068143025098834, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5554443039000034, "total_loss": 0.050814639601895806}
{"data_time": 0.004461341071873903, "eta_seconds": 6820.4872402390465, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.371007371007371, "fast_rcnn/fg_cls_accuracy": 0.628992628992629, "iteration": 227419, "loss_box_reg": 0.0076303544046822935, "loss_cls": 0.040369539347011596, "loss_rpn_cls": 0.0005114822010909847, "loss_rpn_loc": 0.0015794355967955198, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391045827418566, "total_loss": 0.05021886334111514}
{"data_time": 0.0046240342780947685, "eta_seconds": 6805.883743899409, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.36936936936936937, "fast_rcnn/fg_cls_accuracy": 0.6195195195195196, "iteration": 227439, "loss_box_reg": 0.007042943470878527, "loss_cls": 0.04154616600135341, "loss_rpn_cls": 0.000976741340650733, "loss_rpn_loc": 0.0016268522649625083, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384296672418714, "total_loss": 0.04994937381439968}
{"data_time": 0.00423488998785615, "eta_seconds": 6793.628336875234, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.1471861471861472, "fast_rcnn/fg_cls_accuracy": 0.8431613431613432, "iteration": 227459, "loss_box_reg": 0.0067886634496971965, "loss_cls": 0.039696924039162695, "loss_rpn_cls": 0.001070705486654333, "loss_rpn_loc": 0.002448833667585859, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5482135396450758, "total_loss": 0.051138846031236085}
{"data_time": 0.0038689225912094116, "eta_seconds": 6784.210680468474, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3869132290184922, "fast_rcnn/fg_cls_accuracy": 0.6130867709815078, "iteration": 227479, "loss_box_reg": 0.006600650405744091, "loss_cls": 0.040185826597735286, "loss_rpn_cls": 0.0007387541642174256, "loss_rpn_loc": 0.0014690181233163457, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5406819190829992, "total_loss": 0.049846460679503934}
{"data_time": 0.004271967336535454, "eta_seconds": 6765.499291220214, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32520564042303174, "fast_rcnn/fg_cls_accuracy": 0.6747943595769683, "iteration": 227499, "loss_box_reg": 0.006394719879608601, "loss_cls": 0.04119757818989456, "loss_rpn_cls": 0.0004069072776928806, "loss_rpn_loc": 0.0017302136093348963, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5396169628947973, "total_loss": 0.05090547994063854}
{"data_time": 0.004330172669142485, "eta_seconds": 6754.675358268898, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.36517615176151763, "fast_rcnn/fg_cls_accuracy": 0.6348238482384825, "iteration": 227519, "loss_box_reg": 0.007348271814407781, "loss_cls": 0.04015215957770124, "loss_rpn_cls": 0.0006472313090171156, "loss_rpn_loc": 0.0016831438260851428, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5483138859272003, "total_loss": 0.05100474594848947}
{"data_time": 0.004311021417379379, "eta_seconds": 6750.291261127684, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.47413793103448276, "fast_rcnn/fg_cls_accuracy": 0.4722222222222222, "iteration": 227539, "loss_box_reg": 0.006841511290986091, "loss_cls": 0.04229830950498581, "loss_rpn_cls": 0.0009865112672855503, "loss_rpn_loc": 0.001743026190524688, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5435260254889727, "total_loss": 0.05345876059638499}
{"data_time": 0.004082998726516962, "eta_seconds": 6738.149770593736, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4458333333333333, "fast_rcnn/fg_cls_accuracy": 0.5541666666666667, "iteration": 227559, "loss_box_reg": 0.00647268517059274, "loss_cls": 0.04335922043537721, "loss_rpn_cls": 0.0009942149811195122, "loss_rpn_loc": 0.0017996313090407057, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367568959482014, "total_loss": 0.05423172581367908}
{"data_time": 0.004600426647812128, "eta_seconds": 6730.39846260054, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2851351351351351, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 227579, "loss_box_reg": 0.0071216385113075376, "loss_cls": 0.04292669834103435, "loss_rpn_cls": 0.0009147083186462623, "loss_rpn_loc": 0.0016779162633611122, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5464046448469162, "total_loss": 0.0526857317078111}
{"data_time": 0.004275060724467039, "eta_seconds": 6722.127693982795, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3373313343328336, "fast_rcnn/fg_cls_accuracy": 0.6403256704980842, "iteration": 227599, "loss_box_reg": 0.007040281605441123, "loss_cls": 0.040547825512476265, "loss_rpn_cls": 0.0013884618379051972, "loss_rpn_loc": 0.0017694739108264912, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5461628409102559, "total_loss": 0.05063093455203216}
{"data_time": 0.00427961116656661, "eta_seconds": 6708.354958460201, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5249999999999999, "fast_rcnn/fg_cls_accuracy": 0.46898496240601506, "iteration": 227619, "loss_box_reg": 0.0066666494240053, "loss_cls": 0.03833546146051958, "loss_rpn_cls": 0.0006496806349787221, "loss_rpn_loc": 0.0019196432767785154, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5339293926954269, "total_loss": 0.04953304346281584}
{"data_time": 0.004202649462968111, "eta_seconds": 6696.119916443247, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2915027537372148, "fast_rcnn/fg_cls_accuracy": 0.6296296296296295, "iteration": 227639, "loss_box_reg": 0.00717279443051666, "loss_cls": 0.04426010185852647, "loss_rpn_cls": 0.000852747266321785, "loss_rpn_loc": 0.0027397289377404377, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5381971425376832, "total_loss": 0.054801461190791656}
{"data_time": 0.004253611899912357, "eta_seconds": 6685.489075858146, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.35313959522573946, "fast_rcnn/fg_cls_accuracy": 0.6451981707317074, "iteration": 227659, "loss_box_reg": 0.006816401612013578, "loss_cls": 0.043710420140996575, "loss_rpn_cls": 0.0006923064447619254, "loss_rpn_loc": 0.0019544353272067383, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5403806320391595, "total_loss": 0.05386980219986981}
{"data_time": 0.0037755328230559826, "eta_seconds": 6679.177612460218, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.404796511627907, "fast_rcnn/fg_cls_accuracy": 0.595203488372093, "iteration": 227679, "loss_box_reg": 0.00656651915051043, "loss_cls": 0.04047702276147902, "loss_rpn_cls": 0.00040982000388112283, "loss_rpn_loc": 0.0014865911653032526, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5459231338463724, "total_loss": 0.04906969286571439}
{"data_time": 0.004575914237648249, "eta_seconds": 6663.983971492853, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3819444444444444, "fast_rcnn/fg_cls_accuracy": 0.6180555555555556, "iteration": 227699, "loss_box_reg": 0.006876932588056661, "loss_cls": 0.041724799666553736, "loss_rpn_cls": 0.000644023158656637, "loss_rpn_loc": 0.0023294670918403426, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432861731387675, "total_loss": 0.05094823809167792}
{"data_time": 0.004203813150525093, "eta_seconds": 6653.1491060811095, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.40762195121951217, "fast_rcnn/fg_cls_accuracy": 0.5923780487804877, "iteration": 227719, "loss_box_reg": 0.006928801391040906, "loss_cls": 0.043213372060563415, "loss_rpn_cls": 0.0009175670276135861, "loss_rpn_loc": 0.0019208754456485622, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5447905422188342, "total_loss": 0.052357844980690516}
{"data_time": 0.0045510767959058285, "eta_seconds": 6640.215575405862, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.303921568627451, "fast_rcnn/fg_cls_accuracy": 0.696078431372549, "iteration": 227739, "loss_box_reg": 0.006489022256573662, "loss_cls": 0.04260615457314998, "loss_rpn_cls": 0.0006786164088907753, "loss_rpn_loc": 0.0017910109945660224, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5343940863385797, "total_loss": 0.05271392015629317}
{"data_time": 0.0048464639112353325, "eta_seconds": 6634.055334480945, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4119601328903654, "fast_rcnn/fg_cls_accuracy": 0.5465838509316769, "iteration": 227759, "loss_box_reg": 0.006401838967576623, "loss_cls": 0.03943811258068308, "loss_rpn_cls": 0.00042683450487857044, "loss_rpn_loc": 0.0017935586147359572, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5468013607896864, "total_loss": 0.047658420375455535}
{"data_time": 0.004373343661427498, "eta_seconds": 6624.556289667264, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.31666666666666665, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 227779, "loss_box_reg": 0.00696774703101255, "loss_cls": 0.04207821557065472, "loss_rpn_cls": 0.0006905648101565021, "loss_rpn_loc": 0.002212919136582059, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5396148855797946, "total_loss": 0.053813106285360846}
{"data_time": 0.004449416417628527, "eta_seconds": 6607.0219035018235, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.44017094017094016, "fast_rcnn/fg_cls_accuracy": 0.5598290598290598, "iteration": 227799, "loss_box_reg": 0.007085992969223298, "loss_cls": 0.044701058184728026, "loss_rpn_cls": 0.00116665540951999, "loss_rpn_loc": 0.0020322529526310973, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.540782674215734, "total_loss": 0.05616222495632428}
{"data_time": 0.004564482253044844, "eta_seconds": 6592.419553027954, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.358128078817734, "fast_rcnn/fg_cls_accuracy": 0.6324675324675324, "iteration": 227819, "loss_box_reg": 0.006874398735817522, "loss_cls": 0.040635472163558006, "loss_rpn_cls": 0.0006586387847846709, "loss_rpn_loc": 0.002144005033187568, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541825404856354, "total_loss": 0.05174750400942685}
{"data_time": 0.0036436300724744797, "eta_seconds": 6582.834205875173, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3227752639517345, "fast_rcnn/fg_cls_accuracy": 0.6772247360482655, "iteration": 227839, "loss_box_reg": 0.0074035176512552425, "loss_cls": 0.040902579901739955, "loss_rpn_cls": 0.0009877509226043912, "loss_rpn_loc": 0.0019360103287908714, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5424793930724263, "total_loss": 0.05167969696321961}
{"data_time": 0.0049415575340390205, "eta_seconds": 6572.008066238835, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.23636363636363636, "fast_rcnn/fg_cls_accuracy": 0.7114624505928854, "iteration": 227859, "loss_box_reg": 0.007353883265750483, "loss_cls": 0.040810936072375625, "loss_rpn_cls": 0.0004720934216493333, "loss_rpn_loc": 0.0019707269602804445, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449752393178642, "total_loss": 0.052149966944170956}
{"data_time": 0.004613184370100498, "eta_seconds": 6563.700720624998, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28692411924119243, "fast_rcnn/fg_cls_accuracy": 0.7130758807588076, "iteration": 227879, "loss_box_reg": 0.007349096616962925, "loss_cls": 0.040751422639004886, "loss_rpn_cls": 0.0005054538103195227, "loss_rpn_loc": 0.0020046735962750972, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5459592277184129, "total_loss": 0.04976011602138897}
{"data_time": 0.004581961780786514, "eta_seconds": 6553.6659132307395, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4142156862745098, "fast_rcnn/fg_cls_accuracy": 0.5857843137254902, "iteration": 227899, "loss_box_reg": 0.006291142650297843, "loss_cls": 0.03913489473052323, "loss_rpn_cls": 0.0005444377525236632, "loss_rpn_loc": 0.0015681681179557927, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5456366138532758, "total_loss": 0.04788368197890236}
{"data_time": 0.004212356638163328, "eta_seconds": 6540.689612181857, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3625603864734299, "fast_rcnn/fg_cls_accuracy": 0.6374396135265701, "iteration": 227919, "loss_box_reg": 0.0073755617486312985, "loss_cls": 0.041575436654966325, "loss_rpn_cls": 0.0008693371262324945, "loss_rpn_loc": 0.001956443109520478, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5351122380234301, "total_loss": 0.053307840466345624}
{"data_time": 0.004375763703137636, "eta_seconds": 6528.703507693484, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4805194805194805, "fast_rcnn/fg_cls_accuracy": 0.49831649831649827, "iteration": 227939, "loss_box_reg": 0.007248873240314424, "loss_cls": 0.04257705097552389, "loss_rpn_cls": 0.000656399511001382, "loss_rpn_loc": 0.0020073657724424265, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.537901219446212, "total_loss": 0.052924662784903376}
{"data_time": 0.00395167525857687, "eta_seconds": 6520.379537748173, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4942073170731708, "fast_rcnn/fg_cls_accuracy": 0.5057926829268293, "iteration": 227959, "loss_box_reg": 0.006994625349761918, "loss_cls": 0.04029567976249382, "loss_rpn_cls": 0.0011444317282212069, "loss_rpn_loc": 0.0019186349054507446, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5410108859650791, "total_loss": 0.050806825664039934}
{"data_time": 0.0044427793473005295, "eta_seconds": 6514.82551881345, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4284750337381916, "fast_rcnn/fg_cls_accuracy": 0.5715249662618084, "iteration": 227979, "loss_box_reg": 0.0066989163315156475, "loss_cls": 0.0424769731471315, "loss_rpn_cls": 0.0012247433872403235, "loss_rpn_loc": 0.0017251109111384721, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.544812249019742, "total_loss": 0.051855526333298485}
{"data_time": 0.004281850066035986, "eta_seconds": 6505.302351059392, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.30772727272727274, "fast_rcnn/fg_cls_accuracy": 0.6922727272727274, "iteration": 227999, "loss_box_reg": 0.006764969584764913, "loss_cls": 0.04073246079497039, "loss_rpn_cls": 0.001021358932689509, "loss_rpn_loc": 0.0015506622912653256, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5448505915701389, "total_loss": 0.051001848103851444}
{"data_time": 0.004104969557374716, "eta_seconds": 6493.147370510269, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30625, "fast_rcnn/fg_cls_accuracy": 0.69375, "iteration": 228019, "loss_box_reg": 0.006733172049280256, "loss_cls": 0.042381996754556894, "loss_rpn_cls": 0.0007952784463896023, "loss_rpn_loc": 0.0014239941374398768, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5371084725484252, "total_loss": 0.05266668939042063}
{"data_time": 0.004063392523676157, "eta_seconds": 6482.615591966081, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4122159090909091, "fast_rcnn/fg_cls_accuracy": 0.5877840909090909, "iteration": 228039, "loss_box_reg": 0.007653176347957924, "loss_cls": 0.04028991115046665, "loss_rpn_cls": 0.0008368758037136104, "loss_rpn_loc": 0.002001345947064692, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5428456589579582, "total_loss": 0.05157078198317322}
{"data_time": 0.004265039227902889, "eta_seconds": 6473.123353834264, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2257661038148843, "fast_rcnn/fg_cls_accuracy": 0.7394419306184012, "iteration": 228059, "loss_box_reg": 0.006635734578594565, "loss_cls": 0.03835584578337148, "loss_rpn_cls": 0.0011587562457862077, "loss_rpn_loc": 0.0022737780618626857, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.542556110303849, "total_loss": 0.048331772211327007}
{"data_time": 0.004205136094242334, "eta_seconds": 6462.281509174965, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.308983666061706, "fast_rcnn/fg_cls_accuracy": 0.6392921960072595, "iteration": 228079, "loss_box_reg": 0.006504113509436138, "loss_cls": 0.04142783849965781, "loss_rpn_cls": 0.0008111099550660583, "loss_rpn_loc": 0.0017698166775517166, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5435304269194603, "total_loss": 0.05084426017566557}
{"data_time": 0.004407116211950779, "eta_seconds": 6448.059239388909, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.35238095238095235, "fast_rcnn/fg_cls_accuracy": 0.6476190476190475, "iteration": 228099, "loss_box_reg": 0.006614887504838407, "loss_cls": 0.041938689653761685, "loss_rpn_cls": 0.0008285914427688112, "loss_rpn_loc": 0.0018927431738120504, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5388897708617151, "total_loss": 0.05268084626595737}
{"data_time": 0.004108135588467121, "eta_seconds": 6440.692746864632, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 228119, "loss_box_reg": 0.006413325361791067, "loss_cls": 0.03772124880924821, "loss_rpn_cls": 0.0006177603008268306, "loss_rpn_loc": 0.0017719898060022388, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5490900250151753, "total_loss": 0.04741701504349294}
{"data_time": 0.0041432566940784454, "eta_seconds": 6429.850742409006, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37398373983739835, "fast_rcnn/fg_cls_accuracy": 0.6260162601626016, "iteration": 228139, "loss_box_reg": 0.006720748147927225, "loss_cls": 0.04167269018944353, "loss_rpn_cls": 0.0005157981106549414, "loss_rpn_loc": 0.001723264667816693, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5430921912193298, "total_loss": 0.05349143424871272}
{"data_time": 0.00434851972386241, "eta_seconds": 6416.437906323932, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.31009615384615385, "fast_rcnn/fg_cls_accuracy": 0.6899038461538461, "iteration": 228159, "loss_box_reg": 0.006918741652043536, "loss_cls": 0.041192526812665164, "loss_rpn_cls": 0.0009105104684294929, "loss_rpn_loc": 0.0015114605448616203, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403361283242702, "total_loss": 0.051620248255858314}
{"data_time": 0.004690602887421846, "eta_seconds": 6404.872521858197, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4875, "fast_rcnn/fg_cls_accuracy": 0.5125, "iteration": 228179, "loss_box_reg": 0.0068614215415436774, "loss_cls": 0.04280958173330873, "loss_rpn_cls": 0.0009525080249659368, "loss_rpn_loc": 0.0019012427001143806, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5387243703007698, "total_loss": 0.051361541655779774}
{"data_time": 0.004284954164177179, "eta_seconds": 6396.023037232924, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1709090909090909, "fast_rcnn/fg_cls_accuracy": 0.732620320855615, "iteration": 228199, "loss_box_reg": 0.006572652084287256, "loss_cls": 0.04187442330294289, "loss_rpn_cls": 0.0007091331083302066, "loss_rpn_loc": 0.0017755535227479413, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5406295596621931, "total_loss": 0.052449346155526655}
{"data_time": 0.004612412303686142, "eta_seconds": 6385.183238847647, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4226190476190476, "fast_rcnn/fg_cls_accuracy": 0.5773809523809523, "iteration": 228219, "loss_box_reg": 0.006731517234584317, "loss_cls": 0.041422939277254045, "loss_rpn_cls": 0.0007496037972032354, "loss_rpn_loc": 0.0019814276147371856, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5438154642470181, "total_loss": 0.05002109813904099}
{"data_time": 0.004477860406041145, "eta_seconds": 6375.513344381936, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.1525096525096525, "fast_rcnn/fg_cls_accuracy": 0.8474903474903475, "iteration": 228239, "loss_box_reg": 0.006573978331289254, "loss_cls": 0.03906229941640049, "loss_rpn_cls": 0.0006687693423828023, "loss_rpn_loc": 0.001648097917495761, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390402697958052, "total_loss": 0.049810418330423545}
{"data_time": 0.003913844935595989, "eta_seconds": 6361.526797998231, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24978973927670312, "fast_rcnn/fg_cls_accuracy": 0.6812447434819175, "iteration": 228259, "loss_box_reg": 0.005905023077502847, "loss_cls": 0.04087198607157916, "loss_rpn_cls": 0.0003963447895785066, "loss_rpn_loc": 0.0018810733236023225, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5357492105104029, "total_loss": 0.051814789222135005}
{"data_time": 0.004410513676702976, "eta_seconds": 6352.663843691815, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.3130081300813008, "fast_rcnn/fg_cls_accuracy": 0.6869918699186992, "iteration": 228279, "loss_box_reg": 0.007658123431610875, "loss_cls": 0.04214830376440659, "loss_rpn_cls": 0.0008877318126110367, "loss_rpn_loc": 0.0018073358514811844, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5465781632810831, "total_loss": 0.05588407426421327}
{"data_time": 0.004144575912505388, "eta_seconds": 6337.79329663422, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33624801271860094, "fast_rcnn/fg_cls_accuracy": 0.6637519872813991, "iteration": 228299, "loss_box_reg": 0.007148783101001754, "loss_cls": 0.04321852093562484, "loss_rpn_cls": 0.0010808901000700644, "loss_rpn_loc": 0.0017853166627901373, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419749082066119, "total_loss": 0.053862526986108605}
{"data_time": 0.003671901300549507, "eta_seconds": 6325.434214802459, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33739837398373984, "fast_rcnn/fg_cls_accuracy": 0.6626016260162602, "iteration": 228319, "loss_box_reg": 0.0066761867492459714, "loss_cls": 0.04168860777281225, "loss_rpn_cls": 0.000625329364766003, "loss_rpn_loc": 0.002123339429090265, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5304919900372624, "total_loss": 0.051880289173766414}
{"data_time": 0.004666199441999197, "eta_seconds": 6320.1444485359825, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4650406504065041, "fast_rcnn/fg_cls_accuracy": 0.5349593495934959, "iteration": 228339, "loss_box_reg": 0.006726651423377916, "loss_cls": 0.04322740464704111, "loss_rpn_cls": 0.0005073646419049282, "loss_rpn_loc": 0.001877179440270993, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5450486433692276, "total_loss": 0.05191726631704796}
{"data_time": 0.004451185464859009, "eta_seconds": 6309.304650150705, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3270676691729323, "fast_rcnn/fg_cls_accuracy": 0.6082423038728897, "iteration": 228359, "loss_box_reg": 0.006781978183425963, "loss_cls": 0.04138789093121886, "loss_rpn_cls": 0.0009888951559560155, "loss_rpn_loc": 0.001652668552196701, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5424765474162996, "total_loss": 0.05011650927132294}
{"data_time": 0.004003825131803751, "eta_seconds": 6299.620829441585, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3485576923076923, "fast_rcnn/fg_cls_accuracy": 0.6309840425531915, "iteration": 228379, "loss_box_reg": 0.006815232714870945, "loss_cls": 0.04029484064085409, "loss_rpn_cls": 0.0008069452497352358, "loss_rpn_loc": 0.001773124389728764, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5519818835891783, "total_loss": 0.04908346413782283}
{"data_time": 0.004007887560874224, "eta_seconds": 6283.881713055074, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.36141304347826086, "fast_rcnn/fg_cls_accuracy": 0.6385869565217391, "iteration": 228399, "loss_box_reg": 0.006992034788709134, "loss_cls": 0.04024052829481661, "loss_rpn_cls": 0.001157933191450411, "loss_rpn_loc": 0.00230988088696904, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5426255501806736, "total_loss": 0.05168279525111075}
{"data_time": 0.004664846230298281, "eta_seconds": 6271.876539987512, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.293343653250774, "fast_rcnn/fg_cls_accuracy": 0.6827067669172933, "iteration": 228419, "loss_box_reg": 0.006802910269470885, "loss_cls": 0.04147931776242331, "loss_rpn_cls": 0.0006260855169557544, "loss_rpn_loc": 0.002049853246717248, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5378204500302672, "total_loss": 0.05194995403564917}
{"data_time": 0.004139892291277647, "eta_seconds": 6267.09546589572, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3173076923076923, "fast_rcnn/fg_cls_accuracy": 0.5965811965811966, "iteration": 228439, "loss_box_reg": 0.007123546180082485, "loss_cls": 0.04360965546220541, "loss_rpn_cls": 0.0014551274458654007, "loss_rpn_loc": 0.002081632212139084, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5450478536076844, "total_loss": 0.05436505048317031}
{"data_time": 0.003990320023149252, "eta_seconds": 6255.105658224318, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.41309523809523807, "fast_rcnn/fg_cls_accuracy": 0.5869047619047619, "iteration": 228459, "loss_box_reg": 0.007044105077511631, "loss_cls": 0.042139566445257515, "loss_rpn_cls": 0.000637811502429031, "loss_rpn_loc": 0.0017217829445144162, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5422411523759365, "total_loss": 0.051712317532064844}
{"data_time": 0.004169840831309557, "eta_seconds": 6241.549426090438, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.14090909090909093, "fast_rcnn/fg_cls_accuracy": 0.8590909090909091, "iteration": 228479, "loss_box_reg": 0.006108631670940667, "loss_cls": 0.04142425360623747, "loss_rpn_cls": 0.000669898419744186, "loss_rpn_loc": 0.0016842303157318383, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5300419381819665, "total_loss": 0.04960937960686351}
{"data_time": 0.0043886806815862656, "eta_seconds": 6232.224191107787, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4136513157894737, "fast_rcnn/fg_cls_accuracy": 0.5863486842105263, "iteration": 228499, "loss_box_reg": 0.007219476130558178, "loss_cls": 0.04123959981370717, "loss_rpn_cls": 0.0007949992184990151, "loss_rpn_loc": 0.0020346799883554922, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5459785764105618, "total_loss": 0.05072566962542169}
{"data_time": 0.004802224226295948, "eta_seconds": 6221.386482750066, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39880952380952384, "fast_rcnn/fg_cls_accuracy": 0.6011904761904763, "iteration": 228519, "loss_box_reg": 0.006480507814558223, "loss_cls": 0.042640432715415955, "loss_rpn_cls": 0.0006537241827118123, "loss_rpn_loc": 0.002004013147598016, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5460943491198123, "total_loss": 0.052235579355453865}
{"data_time": 0.004019511863589287, "eta_seconds": 6209.776187703013, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3641826923076923, "fast_rcnn/fg_cls_accuracy": 0.6358173076923077, "iteration": 228539, "loss_box_reg": 0.006526841607410461, "loss_cls": 0.0377104205545038, "loss_rpn_cls": 0.0010424936666879603, "loss_rpn_loc": 0.001974197217350593, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393147119320929, "total_loss": 0.046056916219612276}
{"data_time": 0.0041573671624064445, "eta_seconds": 6198.939827546477, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3205619412515964, "fast_rcnn/fg_cls_accuracy": 0.6794380587484036, "iteration": 228559, "loss_box_reg": 0.006764486315660179, "loss_cls": 0.04027397237950936, "loss_rpn_cls": 0.0007904524704827054, "loss_rpn_loc": 0.0020089598110644147, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5326717989519238, "total_loss": 0.051044865044787}
{"data_time": 0.004134410060942173, "eta_seconds": 6186.3816088959575, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3643410852713178, "fast_rcnn/fg_cls_accuracy": 0.6304505813953488, "iteration": 228579, "loss_box_reg": 0.006759396492270753, "loss_cls": 0.04343661805614829, "loss_rpn_cls": 0.0009145854751295701, "loss_rpn_loc": 0.001904772181660519, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5414632372558117, "total_loss": 0.0531884813231045}
{"data_time": 0.004454844165593386, "eta_seconds": 6172.776889399625, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4439814814814815, "fast_rcnn/fg_cls_accuracy": 0.5560185185185185, "iteration": 228599, "loss_box_reg": 0.007043628633255139, "loss_cls": 0.0412302638287656, "loss_rpn_cls": 0.0008565961611566308, "loss_rpn_loc": 0.0015981555170583306, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5388519107364118, "total_loss": 0.05177650292827707}
{"data_time": 0.0041061146184802055, "eta_seconds": 6165.703846743796, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4415292353823088, "fast_rcnn/fg_cls_accuracy": 0.5584707646176912, "iteration": 228619, "loss_box_reg": 0.006477609524154104, "loss_cls": 0.04204057960305363, "loss_rpn_cls": 0.0008926344913788853, "loss_rpn_loc": 0.001729938816424692, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5389137617312372, "total_loss": 0.052957523482632496}
{"data_time": 0.004459157586097717, "eta_seconds": 6152.1941499556415, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3215909090909091, "fast_rcnn/fg_cls_accuracy": 0.6523148148148148, "iteration": 228639, "loss_box_reg": 0.00667967030312866, "loss_cls": 0.041158187959808856, "loss_rpn_cls": 0.0006682675218883105, "loss_rpn_loc": 0.0017605347293283558, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5358273745514452, "total_loss": 0.05064292221868527}
{"data_time": 0.004046464804559946, "eta_seconds": 6143.048229269683, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.40588235294117647, "fast_rcnn/fg_cls_accuracy": 0.5875959079283888, "iteration": 228659, "loss_box_reg": 0.006926720088813454, "loss_cls": 0.041779525578022, "loss_rpn_cls": 0.0005029158380125409, "loss_rpn_loc": 0.0017858892533695325, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5407769526354969, "total_loss": 0.052459654279800816}
{"data_time": 0.004075567238032818, "eta_seconds": 6130.533401254099, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3619047619047619, "fast_rcnn/fg_cls_accuracy": 0.604978354978355, "iteration": 228679, "loss_box_reg": 0.006342812266666442, "loss_cls": 0.04204140993533656, "loss_rpn_cls": 0.001134390842025823, "loss_rpn_loc": 0.0022030358595657162, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5450571458786726, "total_loss": 0.05233205717809142}
{"data_time": 0.0037661297246813774, "eta_seconds": 6118.002569982782, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39148936170212767, "fast_rcnn/fg_cls_accuracy": 0.6085106382978723, "iteration": 228699, "loss_box_reg": 0.0068344640312716365, "loss_cls": 0.041896098671713844, "loss_rpn_cls": 0.0008691576682053892, "loss_rpn_loc": 0.001714727166472585, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367712094448507, "total_loss": 0.053096398820230206}
{"data_time": 0.004444912075996399, "eta_seconds": 6107.466932066716, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3976190476190476, "fast_rcnn/fg_cls_accuracy": 0.6023809523809524, "iteration": 228719, "loss_box_reg": 0.006840518195531331, "loss_cls": 0.04087140556657687, "loss_rpn_cls": 0.0009053495751913943, "loss_rpn_loc": 0.0021025315691076685, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5469597480259836, "total_loss": 0.05080791756506642}
{"data_time": 0.004178420640528202, "eta_seconds": 6100.69335016096, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28114478114478114, "fast_rcnn/fg_cls_accuracy": 0.6905901116427433, "iteration": 228739, "loss_box_reg": 0.006814548192778602, "loss_cls": 0.039076807792298496, "loss_rpn_cls": 0.0008495077100860726, "loss_rpn_loc": 0.002027244212513324, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5445369547232985, "total_loss": 0.0504610669631802}
{"data_time": 0.0044076042249798775, "eta_seconds": 6089.858267397154, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.40215517241379306, "fast_rcnn/fg_cls_accuracy": 0.5978448275862069, "iteration": 228759, "loss_box_reg": 0.006316632774542086, "loss_cls": 0.042203464661724865, "loss_rpn_cls": 0.0009400733013080753, "loss_rpn_loc": 0.001793528057532967, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5525594120845199, "total_loss": 0.05214730978809712}
{"data_time": 0.003975233994424343, "eta_seconds": 6078.048159830272, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2408906882591093, "fast_rcnn/fg_cls_accuracy": 0.6889952153110048, "iteration": 228779, "loss_box_reg": 0.006666336877970025, "loss_cls": 0.04332899465225637, "loss_rpn_cls": 0.0004396656727294612, "loss_rpn_loc": 0.0018752546384348534, "lr": 0.001, "roi_head/num_bg_samples": 496.75, "roi_head/num_fg_samples": 15.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5403014183975756, "total_loss": 0.052097701209049774}
{"data_time": 0.003917089197784662, "eta_seconds": 6069.42090974655, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5753676470588236, "fast_rcnn/fg_cls_accuracy": 0.42463235294117646, "iteration": 228799, "loss_box_reg": 0.006620953674428165, "loss_cls": 0.04069659786182456, "loss_rpn_cls": 0.0006920035152688797, "loss_rpn_loc": 0.0018309459228476044, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5445173382759094, "total_loss": 0.04990485603127581}
{"data_time": 0.004003089852631092, "eta_seconds": 6058.059038899373, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40153452685422, "fast_rcnn/fg_cls_accuracy": 0.5984654731457801, "iteration": 228819, "loss_box_reg": 0.0064416467503178865, "loss_cls": 0.038882500608451664, "loss_rpn_cls": 0.0007585496941828751, "loss_rpn_loc": 0.002075402726404718, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.540282757487148, "total_loss": 0.048893617489284225}
{"data_time": 0.004079793114215136, "eta_seconds": 6047.22269324353, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.32196969696969696, "fast_rcnn/fg_cls_accuracy": 0.678030303030303, "iteration": 228839, "loss_box_reg": 0.006755006266757846, "loss_cls": 0.03857366458396427, "loss_rpn_cls": 0.0004624364585197327, "loss_rpn_loc": 0.002003499424972688, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397110912017524, "total_loss": 0.04926939207302894}
{"data_time": 0.003954404965043068, "eta_seconds": 6035.682853578124, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2196969696969697, "fast_rcnn/fg_cls_accuracy": 0.7391098484848485, "iteration": 228859, "loss_box_reg": 0.007530313130700961, "loss_cls": 0.04343987558968365, "loss_rpn_cls": 0.0008950834808274521, "loss_rpn_loc": 0.0020963882616342744, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5359877473674715, "total_loss": 0.055020126843714934}
{"data_time": 0.004198258277028799, "eta_seconds": 6023.88143529743, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2065972222222222, "fast_rcnn/fg_cls_accuracy": 0.7934027777777778, "iteration": 228879, "loss_box_reg": 0.006684279796900228, "loss_cls": 0.041650890139862895, "loss_rpn_cls": 0.0008022459571748186, "loss_rpn_loc": 0.0017881817166198744, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407686340622604, "total_loss": 0.05175820206500248}
{"data_time": 0.0043956805020570755, "eta_seconds": 6009.993304547388, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39481707317073167, "fast_rcnn/fg_cls_accuracy": 0.5058139534883721, "iteration": 228899, "loss_box_reg": 0.007188771982328035, "loss_cls": 0.04462341370526701, "loss_rpn_cls": 0.0014913049176357163, "loss_rpn_loc": 0.0018509429446567083, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5404077502898872, "total_loss": 0.05629653672690438}
{"data_time": 0.004308696370571852, "eta_seconds": 6001.214682134334, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.49390243902439024, "fast_rcnn/fg_cls_accuracy": 0.5060975609756098, "iteration": 228919, "loss_box_reg": 0.006408094137441367, "loss_cls": 0.0390360840538051, "loss_rpn_cls": 0.0006965733663264473, "loss_rpn_loc": 0.0018347407931287307, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5436605392023921, "total_loss": 0.04850155672664869}
{"data_time": 0.004408781882375479, "eta_seconds": 5989.618302382529, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.25610632183908044, "fast_rcnn/fg_cls_accuracy": 0.7217261904761905, "iteration": 228939, "loss_box_reg": 0.006299486791249365, "loss_cls": 0.040654204902239144, "loss_rpn_cls": 0.0009053400610810058, "loss_rpn_loc": 0.0018568018876976566, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5364061631262302, "total_loss": 0.049942876947454806}
{"data_time": 0.004314051475375891, "eta_seconds": 5977.561112096999, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43167701863354035, "fast_rcnn/fg_cls_accuracy": 0.5683229813664596, "iteration": 228959, "loss_box_reg": 0.006682167644612491, "loss_cls": 0.04060504527296871, "loss_rpn_cls": 0.0007373941839432518, "loss_rpn_loc": 0.0013368847248784732, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539459771476686, "total_loss": 0.050228781929376964}
{"data_time": 0.004092358984053135, "eta_seconds": 5965.761038681492, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.44802867383512546, "fast_rcnn/fg_cls_accuracy": 0.5519713261648745, "iteration": 228979, "loss_box_reg": 0.006380351784173399, "loss_cls": 0.038065636181272566, "loss_rpn_cls": 0.0004029265884355482, "loss_rpn_loc": 0.002500301012332784, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5341970329172909, "total_loss": 0.04845096168583041}
{"data_time": 0.003931729588657618, "eta_seconds": 5954.514230160043, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3343504795117699, "fast_rcnn/fg_cls_accuracy": 0.6002844950213371, "iteration": 228999, "loss_box_reg": 0.006543437164509669, "loss_cls": 0.04048684285953641, "loss_rpn_cls": 0.0004905955214553614, "loss_rpn_loc": 0.0018554935631982516, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5410309969447553, "total_loss": 0.04848183950781504}
{"data_time": 0.004169816616922617, "eta_seconds": 5944.108698463067, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3504464285714286, "fast_rcnn/fg_cls_accuracy": 0.6495535714285714, "iteration": 229019, "loss_box_reg": 0.007259689358761534, "loss_cls": 0.04064241063315421, "loss_rpn_cls": 0.0007062249841851553, "loss_rpn_loc": 0.0021398728704298264, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384969315491617, "total_loss": 0.05084021124636706}
{"data_time": 0.004303714260458946, "eta_seconds": 5931.865121175069, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.452991452991453, "fast_rcnn/fg_cls_accuracy": 0.5470085470085471, "iteration": 229039, "loss_box_reg": 0.0067477981792762876, "loss_cls": 0.04056442069122568, "loss_rpn_cls": 0.0005571820806693495, "loss_rpn_loc": 0.0015211342652037274, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5350178047083318, "total_loss": 0.049085553630959566}
{"data_time": 0.004119837190955877, "eta_seconds": 5921.041537339333, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.44555984555984557, "fast_rcnn/fg_cls_accuracy": 0.48571428571428565, "iteration": 229059, "loss_box_reg": 0.007309933775104582, "loss_cls": 0.04357528407126665, "loss_rpn_cls": 0.0006211612875404171, "loss_rpn_loc": 0.002083706227494986, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5456263599917293, "total_loss": 0.05405274517875114}
{"data_time": 0.00431468291208148, "eta_seconds": 5909.752092388924, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.44743589743589746, "fast_rcnn/fg_cls_accuracy": 0.5525641025641026, "iteration": 229079, "loss_box_reg": 0.0068916170130250975, "loss_cls": 0.04204117401968688, "loss_rpn_cls": 0.0004556282178782567, "loss_rpn_loc": 0.0015286925117834471, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5392249329015613, "total_loss": 0.05327011656140712}
{"data_time": 0.004787469282746315, "eta_seconds": 5899.394369667862, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.501977587343441, "fast_rcnn/fg_cls_accuracy": 0.49448315911730545, "iteration": 229099, "loss_box_reg": 0.006623275447054766, "loss_cls": 0.04105067509226501, "loss_rpn_cls": 0.0006922973108203223, "loss_rpn_loc": 0.002178308785005356, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5431370218284428, "total_loss": 0.05089668248433554}
{"data_time": 0.004313567187637091, "eta_seconds": 5886.763487372082, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.45285087719298245, "fast_rcnn/fg_cls_accuracy": 0.5471491228070176, "iteration": 229119, "loss_box_reg": 0.007207274291431531, "loss_cls": 0.039568208158016205, "loss_rpn_cls": 0.0007337841035450765, "loss_rpn_loc": 0.001954800534804235, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5338680646382272, "total_loss": 0.050157051589280854}
{"data_time": 0.004805350676178932, "eta_seconds": 5872.542662201915, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.35846030473135526, "fast_rcnn/fg_cls_accuracy": 0.6242983159583, "iteration": 229139, "loss_box_reg": 0.007045801467029378, "loss_cls": 0.03945585119072348, "loss_rpn_cls": 0.0008124666469484509, "loss_rpn_loc": 0.002050718185273581, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5402408340014517, "total_loss": 0.04997614822968899}
{"data_time": 0.00410876702517271, "eta_seconds": 5865.122963569593, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3738095238095238, "fast_rcnn/fg_cls_accuracy": 0.6261904761904762, "iteration": 229159, "loss_box_reg": 0.006552919221576303, "loss_cls": 0.03985507460311055, "loss_rpn_cls": 0.0009537873635281358, "loss_rpn_loc": 0.002312576407348388, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5440048738382757, "total_loss": 0.05011977541448687}
{"data_time": 0.004073392134159803, "eta_seconds": 5853.576487365179, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2129032258064516, "fast_rcnn/fg_cls_accuracy": 0.7400379506641366, "iteration": 229179, "loss_box_reg": 0.006681449362076819, "loss_cls": 0.04300288110971451, "loss_rpn_cls": 0.0007602123690730878, "loss_rpn_loc": 0.001997405584916123, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5310497009195387, "total_loss": 0.053243655593973926}
{"data_time": 0.004016561433672905, "eta_seconds": 5842.312764291186, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2652129817444219, "fast_rcnn/fg_cls_accuracy": 0.7018716577540107, "iteration": 229199, "loss_box_reg": 0.006624585657846183, "loss_cls": 0.041313703870400786, "loss_rpn_cls": 0.000526856802025577, "loss_rpn_loc": 0.001867156955995597, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5379895330406725, "total_loss": 0.051432696913252585}
{"data_time": 0.004840743262320757, "eta_seconds": 5830.257215903606, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.39051808406647115, "fast_rcnn/fg_cls_accuracy": 0.6094819159335289, "iteration": 229219, "loss_box_reg": 0.006530423474032432, "loss_cls": 0.040652969968505204, "loss_rpn_cls": 0.0010843533689239848, "loss_rpn_loc": 0.002522150687582325, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5386397573165596, "total_loss": 0.051553567752534946}
{"data_time": 0.003969311714172363, "eta_seconds": 5821.1197283556685, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2945736434108527, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 229239, "loss_box_reg": 0.006924579007318243, "loss_cls": 0.04077006480656564, "loss_rpn_cls": 0.0009364705185532785, "loss_rpn_loc": 0.0015849951159907505, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5412404392845929, "total_loss": 0.050717164908292034}
{"data_time": 0.004097310826182365, "eta_seconds": 5812.067097683437, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4279176201372997, "fast_rcnn/fg_cls_accuracy": 0.5720823798627002, "iteration": 229259, "loss_box_reg": 0.006822026698500849, "loss_cls": 0.04154642843059264, "loss_rpn_cls": 0.0009811505600509918, "loss_rpn_loc": 0.0027011408419639338, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5472994670271873, "total_loss": 0.05209844077717207}
{"data_time": 0.004701992962509394, "eta_seconds": 5799.481889015995, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2605820105820106, "fast_rcnn/fg_cls_accuracy": 0.7023809523809523, "iteration": 229279, "loss_box_reg": 0.007061118521960452, "loss_cls": 0.04214015131583437, "loss_rpn_cls": 0.0007676891628989324, "loss_rpn_loc": 0.0018870712719945004, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5375596201047301, "total_loss": 0.052324122333857304}
{"data_time": 0.004331669304519892, "eta_seconds": 5790.129254203755, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.23273273273273273, "fast_rcnn/fg_cls_accuracy": 0.7672672672672673, "iteration": 229299, "loss_box_reg": 0.007277439028257504, "loss_cls": 0.040919526014477015, "loss_rpn_cls": 0.0005673620994457451, "loss_rpn_loc": 0.0015052807902975474, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5442795241251588, "total_loss": 0.05074309934803978}
{"data_time": 0.004119268152862787, "eta_seconds": 5779.743297635578, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44155844155844154, "fast_rcnn/fg_cls_accuracy": 0.5584415584415584, "iteration": 229319, "loss_box_reg": 0.0072715653805062175, "loss_cls": 0.04316473790095188, "loss_rpn_cls": 0.0006299567398855288, "loss_rpn_loc": 0.0018003240766120143, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5375471725128591, "total_loss": 0.0528014003697308}
{"data_time": 0.004070963244885206, "eta_seconds": 5768.485933937598, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.39522058823529416, "fast_rcnn/fg_cls_accuracy": 0.6047794117647058, "iteration": 229339, "loss_box_reg": 0.007084654731443152, "loss_cls": 0.04108923062449321, "loss_rpn_cls": 0.0008015378624577352, "loss_rpn_loc": 0.0015946613093547057, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5394261833280325, "total_loss": 0.05294982270697801}
{"data_time": 0.004829687066376209, "eta_seconds": 5757.988699181937, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.19821428571428573, "fast_rcnn/fg_cls_accuracy": 0.7541666666666667, "iteration": 229359, "loss_box_reg": 0.007245020751724951, "loss_cls": 0.039772000251105055, "loss_rpn_cls": 0.0005651246319757774, "loss_rpn_loc": 0.0021646258119289996, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5433617099188268, "total_loss": 0.04962164907664146}
{"data_time": 0.004314330406486988, "eta_seconds": 5746.842613671441, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4907407407407407, "fast_rcnn/fg_cls_accuracy": 0.4941860465116279, "iteration": 229379, "loss_box_reg": 0.006923270208062604, "loss_cls": 0.042850682395510375, "loss_rpn_cls": 0.000651675607400648, "loss_rpn_loc": 0.002716188382692053, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.540638281032443, "total_loss": 0.054249300443530046}
{"data_time": 0.004497976042330265, "eta_seconds": 5734.568370996974, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23392612859097128, "fast_rcnn/fg_cls_accuracy": 0.7660738714090287, "iteration": 229399, "loss_box_reg": 0.006616714657866396, "loss_cls": 0.041508763388264924, "loss_rpn_cls": 0.0010076573252888466, "loss_rpn_loc": 0.002454531469993526, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5394622622989118, "total_loss": 0.05031625910714865}
{"data_time": 0.004746300633996725, "eta_seconds": 5725.968024305999, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.5141727092946605, "fast_rcnn/fg_cls_accuracy": 0.472313777191826, "iteration": 229419, "loss_box_reg": 0.006858986715087667, "loss_cls": 0.044269006088143215, "loss_rpn_cls": 0.0005880562665652178, "loss_rpn_loc": 0.001979340500838589, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5424067052081227, "total_loss": 0.054992254624949055}
{"data_time": 0.0037471381947398186, "eta_seconds": 5712.4956118580885, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3076317859952793, "fast_rcnn/fg_cls_accuracy": 0.6887096774193548, "iteration": 229439, "loss_box_reg": 0.005936178189585917, "loss_cls": 0.03906348336022347, "loss_rpn_cls": 0.0009465536497827998, "loss_rpn_loc": 0.001457696005672915, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5371373435482383, "total_loss": 0.04859181964752679}
{"data_time": 0.004138671327382326, "eta_seconds": 5702.111611987464, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4025974025974026, "fast_rcnn/fg_cls_accuracy": 0.5716625716625716, "iteration": 229459, "loss_box_reg": 0.006697972334222868, "loss_cls": 0.041458516963757575, "loss_rpn_cls": 0.0008107114227868806, "loss_rpn_loc": 0.0018834407019312494, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5441241930238903, "total_loss": 0.05084622515798287}
{"data_time": 0.0042213867418468, "eta_seconds": 5694.062423610594, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3658730158730159, "fast_rcnn/fg_cls_accuracy": 0.6341269841269841, "iteration": 229479, "loss_box_reg": 0.006558868451975286, "loss_cls": 0.040995734045282006, "loss_rpn_cls": 0.000632023540163118, "loss_rpn_loc": 0.0017835671478678705, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5426585827954113, "total_loss": 0.0491896579958393}
{"data_time": 0.004414524417370558, "eta_seconds": 5682.535152981058, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3940217391304348, "fast_rcnn/fg_cls_accuracy": 0.6059782608695652, "iteration": 229499, "loss_box_reg": 0.006957520905416459, "loss_cls": 0.042657547164708376, "loss_rpn_cls": 0.0009999313588195946, "loss_rpn_loc": 0.0017687382551230257, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401927921921015, "total_loss": 0.05318489936155402}
{"data_time": 0.004212366882711649, "eta_seconds": 5669.654852977954, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.4027027027027027, "fast_rcnn/fg_cls_accuracy": 0.5651544401544402, "iteration": 229519, "loss_box_reg": 0.007503334811190143, "loss_cls": 0.03974548654514365, "loss_rpn_cls": 0.0008262091198503185, "loss_rpn_loc": 0.0020631961760955164, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5295408573001623, "total_loss": 0.050947805425721526}
{"data_time": 0.004164239391684532, "eta_seconds": 5659.537987445947, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.26973684210526316, "fast_rcnn/fg_cls_accuracy": 0.7302631578947368, "iteration": 229539, "loss_box_reg": 0.006876973624457605, "loss_cls": 0.03874458034988493, "loss_rpn_cls": 0.0005805581579352292, "loss_rpn_loc": 0.0018774766922433628, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5439893151633441, "total_loss": 0.05000462480757051}
{"data_time": 0.004344262648373842, "eta_seconds": 5648.717725544702, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4516994633273703, "fast_rcnn/fg_cls_accuracy": 0.5483005366726297, "iteration": 229559, "loss_box_reg": 0.007428459881339222, "loss_cls": 0.041618081857450306, "loss_rpn_cls": 0.0013508490549725138, "loss_rpn_loc": 0.0021605731344607193, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5393178942613304, "total_loss": 0.05227741470912406}
{"data_time": 0.00455133430659771, "eta_seconds": 5637.198093968444, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.43105065666041276, "fast_rcnn/fg_cls_accuracy": 0.5689493433395872, "iteration": 229579, "loss_box_reg": 0.006584887305507436, "loss_cls": 0.04235949431313202, "loss_rpn_cls": 0.0009086371708235674, "loss_rpn_loc": 0.0018704638823692221, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5392561187036335, "total_loss": 0.051789561679356666}
{"data_time": 0.004707907792180777, "eta_seconds": 5627.804352207575, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4503284072249589, "fast_rcnn/fg_cls_accuracy": 0.5496715927750411, "iteration": 229599, "loss_box_reg": 0.007142863032640889, "loss_cls": 0.04134980289381929, "loss_rpn_cls": 0.0004778955924393813, "loss_rpn_loc": 0.001577147375428467, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5445218272507191, "total_loss": 0.05185975632213058}
{"data_time": 0.0041953339241445065, "eta_seconds": 5618.882818679325, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.30991285403050106, "fast_rcnn/fg_cls_accuracy": 0.6900871459694989, "iteration": 229619, "loss_box_reg": 0.006304087495664135, "loss_cls": 0.03965102136135101, "loss_rpn_cls": 0.0007310845891197459, "loss_rpn_loc": 0.0021415800729300827, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.545076628215611, "total_loss": 0.05026263718127666}
{"data_time": 0.0038399999029934406, "eta_seconds": 5608.528631344438, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.36094158674803833, "fast_rcnn/fg_cls_accuracy": 0.5850043591979075, "iteration": 229639, "loss_box_reg": 0.0064833497744984925, "loss_cls": 0.04168399836635217, "loss_rpn_cls": 0.0005932837710815875, "loss_rpn_loc": 0.0017274412912229309, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5348706911318004, "total_loss": 0.05249020482301603}
{"data_time": 0.004188058897852898, "eta_seconds": 5598.490335820243, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.42386489479512734, "fast_rcnn/fg_cls_accuracy": 0.5761351052048727, "iteration": 229659, "loss_box_reg": 0.0066543571738293394, "loss_cls": 0.04098639264702797, "loss_rpn_cls": 0.0007035653360389915, "loss_rpn_loc": 0.0016076959127531154, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5478851008228958, "total_loss": 0.05237169262443331}
{"data_time": 0.004628372844308615, "eta_seconds": 5585.820575428661, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.5678733031674208, "iteration": 229679, "loss_box_reg": 0.0065257242385996506, "loss_cls": 0.0427061709924601, "loss_rpn_cls": 0.0009319223515831254, "loss_rpn_loc": 0.0019438627941781306, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.532654588110745, "total_loss": 0.05422451613887347}
{"data_time": 0.004194439854472876, "eta_seconds": 5576.475865312852, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5227678571428571, "fast_rcnn/fg_cls_accuracy": 0.4772321428571429, "iteration": 229699, "loss_box_reg": 0.006673427007626742, "loss_cls": 0.04184157296549529, "loss_rpn_cls": 0.000357601373025318, "loss_rpn_loc": 0.0015194955594779458, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5420072372071445, "total_loss": 0.0513506350599755}
{"data_time": 0.0044679222628474236, "eta_seconds": 5564.172205792274, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.40176151761517614, "fast_rcnn/fg_cls_accuracy": 0.5982384823848239, "iteration": 229719, "loss_box_reg": 0.006665584252914414, "loss_cls": 0.04166646010708064, "loss_rpn_cls": 0.0005229711725860398, "loss_rpn_loc": 0.0018577193004603032, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5367256063036621, "total_loss": 0.05171455950397785}
{"data_time": 0.0040365238673985004, "eta_seconds": 5551.428437248338, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.31621392190152803, "fast_rcnn/fg_cls_accuracy": 0.683786078098472, "iteration": 229739, "loss_box_reg": 0.00713679997716099, "loss_cls": 0.04025972407544032, "loss_rpn_cls": 0.0004060383471937712, "loss_rpn_loc": 0.00234472113152151, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434815417975187, "total_loss": 0.05067414451656305}
{"data_time": 0.004385556094348431, "eta_seconds": 5539.745416201185, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33744038155802863, "fast_rcnn/fg_cls_accuracy": 0.632016632016632, "iteration": 229759, "loss_box_reg": 0.0072244780021719635, "loss_cls": 0.041236934543121606, "loss_rpn_cls": 0.00042473255552977207, "loss_rpn_loc": 0.00214858435356291, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5393591145984828, "total_loss": 0.053160679507527675}
{"data_time": 0.004049332812428474, "eta_seconds": 5526.239891868085, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.3717948717948718, "fast_rcnn/fg_cls_accuracy": 0.6282051282051282, "iteration": 229779, "loss_box_reg": 0.006918676954228431, "loss_cls": 0.0422552851960063, "loss_rpn_cls": 0.0013364788314902398, "loss_rpn_loc": 0.0016673304216965334, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5359732280485332, "total_loss": 0.05300046523063884}
{"data_time": 0.004192611668258905, "eta_seconds": 5515.426390465349, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4041666666666667, "fast_rcnn/fg_cls_accuracy": 0.5928571428571429, "iteration": 229799, "loss_box_reg": 0.006254346983041614, "loss_cls": 0.04107594961533323, "loss_rpn_cls": 0.0006064539023782345, "loss_rpn_loc": 0.002024647830694448, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.54264404065907, "total_loss": 0.050251650011489346}
{"data_time": 0.003976571839302778, "eta_seconds": 5506.056719934568, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.49444444444444446, "fast_rcnn/fg_cls_accuracy": 0.5055555555555555, "iteration": 229819, "loss_box_reg": 0.0077709728793706745, "loss_cls": 0.041592927591409534, "loss_rpn_cls": 0.0005325353354521667, "loss_rpn_loc": 0.0020506182863755384, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5443685762584209, "total_loss": 0.05270964538655676}
{"data_time": 0.0041948542930185795, "eta_seconds": 5493.7993876598775, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.38315217391304346, "fast_rcnn/fg_cls_accuracy": 0.6168478260869565, "iteration": 229839, "loss_box_reg": 0.006816242152126506, "loss_cls": 0.040882174391299486, "loss_rpn_cls": 0.0007651136830872929, "loss_rpn_loc": 0.00206439822432003, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5369294960983098, "total_loss": 0.050519444859119744}
{"data_time": 0.00477700075134635, "eta_seconds": 5482.985886257142, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3865914786967418, "fast_rcnn/fg_cls_accuracy": 0.6134085213032581, "iteration": 229859, "loss_box_reg": 0.006976915756240487, "loss_cls": 0.0375449807906989, "loss_rpn_cls": 0.000811987596534891, "loss_rpn_loc": 0.00210056266587344, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5393866845406592, "total_loss": 0.04832810172251811}
{"data_time": 0.003975594416260719, "eta_seconds": 5473.607706753537, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3558558558558559, "fast_rcnn/fg_cls_accuracy": 0.6233108108108107, "iteration": 229879, "loss_box_reg": 0.00638482061913237, "loss_cls": 0.04396703536622226, "loss_rpn_cls": 0.0010726987536600063, "loss_rpn_loc": 0.0022150903478177497, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5490685133263469, "total_loss": 0.053982911926709676}
{"data_time": 0.003922383300960064, "eta_seconds": 5465.5611666301265, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.265426497277677, "fast_rcnn/fg_cls_accuracy": 0.734573502722323, "iteration": 229899, "loss_box_reg": 0.006931818148586899, "loss_cls": 0.04138721275376156, "loss_rpn_cls": 0.0011602679087161505, "loss_rpn_loc": 0.0017565079288033303, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449770106934011, "total_loss": 0.05251297633748209}
{"data_time": 0.003946824464946985, "eta_seconds": 5454.739344698377, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.29707792207792205, "fast_rcnn/fg_cls_accuracy": 0.6662087912087913, "iteration": 229919, "loss_box_reg": 0.006847000709967688, "loss_cls": 0.042148171429289505, "loss_rpn_cls": 0.0008517182799323564, "loss_rpn_loc": 0.001449300536478404, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5471015623770654, "total_loss": 0.05228300496753491}
{"data_time": 0.004340543411672115, "eta_seconds": 5446.551177644171, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.17692307692307693, "fast_rcnn/fg_cls_accuracy": 0.8064102564102564, "iteration": 229939, "loss_box_reg": 0.006642423861194402, "loss_cls": 0.03976722003426403, "loss_rpn_cls": 0.0008535687422863703, "loss_rpn_loc": 0.002929384725575801, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5459192935377359, "total_loss": 0.05021120548164504}
{"data_time": 0.0041168187744915485, "eta_seconds": 5437.087710210588, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.47368421052631576, "fast_rcnn/fg_cls_accuracy": 0.5263157894736842, "iteration": 229959, "loss_box_reg": 0.007153054379159585, "loss_cls": 0.042308209696784616, "loss_rpn_cls": 0.0007313612736083996, "loss_rpn_loc": 0.002091105325234821, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5453915889374912, "total_loss": 0.05196998635892669}
{"data_time": 0.004060110542923212, "eta_seconds": 5426.656381387729, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.12639553429027112, "fast_rcnn/fg_cls_accuracy": 0.8736044657097288, "iteration": 229979, "loss_box_reg": 0.0068032242998015136, "loss_cls": 0.037899083574302495, "loss_rpn_cls": 0.0008353580641369263, "loss_rpn_loc": 0.001907659290736774, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5373505321331322, "total_loss": 0.047816128523379575}
{"data_time": 0.004853855352848768, "eta_seconds": 5414.619564279448, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3405797101449275, "fast_rcnn/fg_cls_accuracy": 0.6594202898550725, "iteration": 229999, "loss_box_reg": 0.006970524962525815, "loss_cls": 0.040460168034769595, "loss_rpn_cls": 0.00043162087577286457, "loss_rpn_loc": 0.0016041539838624885, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5347927729599178, "total_loss": 0.05161258323381901}
{"data_time": 0.004504168871790171, "eta_seconds": 5403.242948421277, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.19439475253428742, "fast_rcnn/fg_cls_accuracy": 0.7799642218246869, "iteration": 230019, "loss_box_reg": 0.006977452387218364, "loss_cls": 0.041625253652455285, "loss_rpn_cls": 0.0015179586173417192, "loss_rpn_loc": 0.0019749586608668324, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5325039229355752, "total_loss": 0.052825698014203226}
{"data_time": 0.004707671236246824, "eta_seconds": 5392.963251653593, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2136627906976744, "fast_rcnn/fg_cls_accuracy": 0.7238372093023255, "iteration": 230039, "loss_box_reg": 0.0066358121985103935, "loss_cls": 0.036770772974705324, "loss_rpn_cls": 0.000561075999414129, "loss_rpn_loc": 0.001829521501349518, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5351070202887058, "total_loss": 0.04739887048924629}
{"data_time": 0.004553683567792177, "eta_seconds": 5380.8306595603935, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3264705882352941, "fast_rcnn/fg_cls_accuracy": 0.6568627450980392, "iteration": 230059, "loss_box_reg": 0.00645040106610395, "loss_cls": 0.04323496329016052, "loss_rpn_cls": 0.0006252535856674513, "loss_rpn_loc": 0.002118655063895858, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5348061821423471, "total_loss": 0.05344363895483184}
{"data_time": 0.0041849082335829735, "eta_seconds": 5369.058844098821, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.484375, "fast_rcnn/fg_cls_accuracy": 0.515625, "iteration": 230079, "loss_box_reg": 0.006288917851634324, "loss_cls": 0.044421051687095314, "loss_rpn_cls": 0.0014331218689846992, "loss_rpn_loc": 0.001638105421079672, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5390298459678888, "total_loss": 0.05429399346041919}
{"data_time": 0.004272222984582186, "eta_seconds": 5357.342947312631, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3055555555555556, "fast_rcnn/fg_cls_accuracy": 0.6944444444444444, "iteration": 230099, "loss_box_reg": 0.0069535888760583475, "loss_cls": 0.03993898082990199, "loss_rpn_cls": 0.000916604121130149, "loss_rpn_loc": 0.0017105988918046933, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5332789565436542, "total_loss": 0.047971562364296005}
{"data_time": 0.004273046739399433, "eta_seconds": 5348.699103012681, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4084249084249084, "fast_rcnn/fg_cls_accuracy": 0.5897435897435898, "iteration": 230119, "loss_box_reg": 0.007112122606486082, "loss_cls": 0.04371463303687051, "loss_rpn_cls": 0.0006767421747611024, "loss_rpn_loc": 0.0018148210874642245, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5439046560786664, "total_loss": 0.05435825936970673}
{"data_time": 0.0037027252838015556, "eta_seconds": 5337.8728726655245, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24019607843137253, "fast_rcnn/fg_cls_accuracy": 0.7303921568627451, "iteration": 230139, "loss_box_reg": 0.006897396990098059, "loss_cls": 0.04025497491238639, "loss_rpn_cls": 0.0006999842835284653, "loss_rpn_loc": 0.002160328591344296, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.533610085491091, "total_loss": 0.050334545613395676}
{"data_time": 0.003799083177000284, "eta_seconds": 5325.764346817508, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.23689516129032256, "fast_rcnn/fg_cls_accuracy": 0.74375, "iteration": 230159, "loss_box_reg": 0.006571148929651827, "loss_cls": 0.041025226353667676, "loss_rpn_cls": 0.0004935033055062377, "loss_rpn_loc": 0.0023604603302374016, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5433409176766872, "total_loss": 0.052105137430885407}
{"data_time": 0.003980189096182585, "eta_seconds": 5316.62648997549, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.42045454545454547, "fast_rcnn/fg_cls_accuracy": 0.5795454545454546, "iteration": 230179, "loss_box_reg": 0.006681070080958307, "loss_cls": 0.03834698291029781, "loss_rpn_cls": 0.0005095340045500052, "loss_rpn_loc": 0.0018208691908512264, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5423420397564769, "total_loss": 0.04737048724092574}
{"data_time": 0.004418681841343641, "eta_seconds": 5306.854909141548, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.44478764478764476, "fast_rcnn/fg_cls_accuracy": 0.5552123552123551, "iteration": 230199, "loss_box_reg": 0.006363341031828895, "loss_cls": 0.042384681408293545, "loss_rpn_cls": 0.0005453756115230135, "loss_rpn_loc": 0.001631323362744297, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426913998089731, "total_loss": 0.05230240960020183}
{"data_time": 0.004727174527943134, "eta_seconds": 5297.090042891912, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3515384615384616, "fast_rcnn/fg_cls_accuracy": 0.5503663003663004, "iteration": 230219, "loss_box_reg": 0.006472401481005363, "loss_cls": 0.04284800449386239, "loss_rpn_cls": 0.0007127202229071372, "loss_rpn_loc": 0.001805733860237524, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5439049513079226, "total_loss": 0.054219616512966695}
{"data_time": 0.0046437084674835205, "eta_seconds": 5287.764733508695, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.310989010989011, "fast_rcnn/fg_cls_accuracy": 0.689010989010989, "iteration": 230239, "loss_box_reg": 0.006692757087876089, "loss_cls": 0.03723287396132946, "loss_rpn_cls": 0.0008597612866765303, "loss_rpn_loc": 0.0017535203242005082, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5467680413275957, "total_loss": 0.050263938129148755}
{"data_time": 0.004251974634826183, "eta_seconds": 5275.396627224516, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3284313725490196, "fast_rcnn/fg_cls_accuracy": 0.5904761904761904, "iteration": 230259, "loss_box_reg": 0.007205508591141552, "loss_cls": 0.04365458671236411, "loss_rpn_cls": 0.0010100165208086764, "loss_rpn_loc": 0.0017807384028856177, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.53850789507851, "total_loss": 0.053515559864877105}
{"data_time": 0.0045789992436766624, "eta_seconds": 5264.197852856014, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3973684210526316, "fast_rcnn/fg_cls_accuracy": 0.593103448275862, "iteration": 230279, "loss_box_reg": 0.006964407133636996, "loss_cls": 0.04144575144164264, "loss_rpn_cls": 0.001039276136452827, "loss_rpn_loc": 0.0022328655195451574, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5381164690479636, "total_loss": 0.0518300916694443}
{"data_time": 0.004266512114554644, "eta_seconds": 5251.263029888272, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4577792553191489, "fast_rcnn/fg_cls_accuracy": 0.5422207446808511, "iteration": 230299, "loss_box_reg": 0.007065772661007941, "loss_cls": 0.04184934846125543, "loss_rpn_cls": 0.0004601521502536343, "loss_rpn_loc": 0.002139070365956286, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5423101051710546, "total_loss": 0.05182562425341075}
{"data_time": 0.004685551393777132, "eta_seconds": 5240.09874411067, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39181286549707606, "fast_rcnn/fg_cls_accuracy": 0.6081871345029239, "iteration": 230319, "loss_box_reg": 0.006453902955399826, "loss_cls": 0.04156897170469165, "loss_rpn_cls": 0.0008362688462284495, "loss_rpn_loc": 0.0016925538293435238, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379778286442161, "total_loss": 0.05118123440911404}
{"data_time": 0.004284369293600321, "eta_seconds": 5229.610569193959, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3413312693498452, "fast_rcnn/fg_cls_accuracy": 0.6200657894736843, "iteration": 230339, "loss_box_reg": 0.006954271579161286, "loss_cls": 0.04350893897935748, "loss_rpn_cls": 0.0010349245388852069, "loss_rpn_loc": 0.0020582697416102747, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5446565328165889, "total_loss": 0.05312094610633267}
{"data_time": 0.004019732121378183, "eta_seconds": 5217.528103614226, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.41238012205754143, "fast_rcnn/fg_cls_accuracy": 0.5876198779424586, "iteration": 230359, "loss_box_reg": 0.007309309206902981, "loss_cls": 0.040296889026649296, "loss_rpn_cls": 0.0005520684892417194, "loss_rpn_loc": 0.0019221344155084807, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5411833892576396, "total_loss": 0.051637954860780155}
{"data_time": 0.004345534835010767, "eta_seconds": 5206.704479293898, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.22034632034632035, "fast_rcnn/fg_cls_accuracy": 0.7796536796536797, "iteration": 230379, "loss_box_reg": 0.006361193343764171, "loss_cls": 0.03984095447231084, "loss_rpn_cls": 0.0007536951738416064, "loss_rpn_loc": 0.0020744495905091753, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 248.5, "rpn/num_pos_anchors": 7.5, "time": 0.5405377675779164, "total_loss": 0.04969404909388686}
{"data_time": 0.004109892062842846, "eta_seconds": 5196.796616279986, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32021466905187834, "fast_rcnn/fg_cls_accuracy": 0.6681574239713775, "iteration": 230399, "loss_box_reg": 0.006807408470194787, "loss_cls": 0.043914461391977966, "loss_rpn_cls": 0.0009902006165702915, "loss_rpn_loc": 0.0015724213699286338, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5434720320627093, "total_loss": 0.056077334786664323}
{"data_time": 0.003930656239390373, "eta_seconds": 5185.057230653241, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.37607843137254904, "fast_rcnn/fg_cls_accuracy": 0.623921568627451, "iteration": 230419, "loss_box_reg": 0.006197362847160548, "loss_cls": 0.041495883953757584, "loss_rpn_cls": 0.0010553077307804415, "loss_rpn_loc": 0.0018285344231117051, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5393910533748567, "total_loss": 0.052769287798696496}
{"data_time": 0.00470312824472785, "eta_seconds": 5175.289108700585, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6096491228070176, "iteration": 230439, "loss_box_reg": 0.007099070819094777, "loss_cls": 0.03927407442824915, "loss_rpn_cls": 0.0006218176584980029, "loss_rpn_loc": 0.0016499953671882395, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433600898832083, "total_loss": 0.05001183188468872}
{"data_time": 0.004308038391172886, "eta_seconds": 5163.409982012585, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2941463414634147, "fast_rcnn/fg_cls_accuracy": 0.66578073089701, "iteration": 230459, "loss_box_reg": 0.006647073110798374, "loss_cls": 0.04142264404799789, "loss_rpn_cls": 0.0005556930884154099, "loss_rpn_loc": 0.001641113016376039, "lr": 0.001, "roi_head/num_bg_samples": 491.5, "roi_head/num_fg_samples": 20.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5402856771834195, "total_loss": 0.05091407597035413}
{"data_time": 0.004348182585090399, "eta_seconds": 5152.493580992334, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.41621621621621624, "fast_rcnn/fg_cls_accuracy": 0.5682926829268293, "iteration": 230479, "loss_box_reg": 0.006530749698868021, "loss_cls": 0.03856437833746895, "loss_rpn_cls": 0.00038830063706996043, "loss_rpn_loc": 0.001762700132530881, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5423546088859439, "total_loss": 0.04918375231704886}
{"data_time": 0.004657794255763292, "eta_seconds": 5141.670151560567, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.488034188034188, "fast_rcnn/fg_cls_accuracy": 0.5119658119658119, "iteration": 230499, "loss_box_reg": 0.00706896508927457, "loss_cls": 0.04188686597626656, "loss_rpn_cls": 0.000643724348620367, "loss_rpn_loc": 0.0017386504405294545, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5419594603590667, "total_loss": 0.05334227587815121}
{"data_time": 0.003885707352310419, "eta_seconds": 5131.547557687387, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.22393822393822393, "fast_rcnn/fg_cls_accuracy": 0.7760617760617761, "iteration": 230519, "loss_box_reg": 0.007337534974794835, "loss_cls": 0.041206404246622697, "loss_rpn_cls": 0.0008412684785525926, "loss_rpn_loc": 0.0022443511843448505, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5400140788406134, "total_loss": 0.05179552794083975}
{"data_time": 0.004800969269126654, "eta_seconds": 5118.529011639766, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4264069264069264, "fast_rcnn/fg_cls_accuracy": 0.5735930735930737, "iteration": 230539, "loss_box_reg": 0.006852239152067341, "loss_cls": 0.040787929261568934, "loss_rpn_cls": 0.0009984785411916164, "loss_rpn_loc": 0.0018757636680675205, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385937616229057, "total_loss": 0.05118566813507641}
{"data_time": 0.00408162921667099, "eta_seconds": 5109.1998632652685, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5064102564102564, "fast_rcnn/fg_cls_accuracy": 0.4935897435897436, "iteration": 230559, "loss_box_reg": 0.006396966433385387, "loss_cls": 0.04197285452391952, "loss_rpn_cls": 0.0011805444283936595, "loss_rpn_loc": 0.0016545294211027795, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540862453635782, "total_loss": 0.052053657111287066}
{"data_time": 0.004383824300020933, "eta_seconds": 5098.376433833502, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3404761904761905, "fast_rcnn/fg_cls_accuracy": 0.632051282051282, "iteration": 230579, "loss_box_reg": 0.006469344079960138, "loss_cls": 0.04145313787739724, "loss_rpn_cls": 0.0006507843473855246, "loss_rpn_loc": 0.0022683087809127755, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5388362752273679, "total_loss": 0.05105106130713466}
{"data_time": 0.0043642837554216385, "eta_seconds": 5086.068199812435, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34637268847795166, "fast_rcnn/fg_cls_accuracy": 0.6536273115220483, "iteration": 230599, "loss_box_reg": 0.006403330771718174, "loss_cls": 0.0397871263558045, "loss_rpn_cls": 0.0011064514333156694, "loss_rpn_loc": 0.0016466553170175757, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5376145201735198, "total_loss": 0.050531778657045834}
{"data_time": 0.004415600094944239, "eta_seconds": 5074.601283977274, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4719334719334719, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 230619, "loss_box_reg": 0.00754008321382571, "loss_cls": 0.04191046440973878, "loss_rpn_cls": 0.0006881810405445776, "loss_rpn_loc": 0.001647311517444905, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5441584973596036, "total_loss": 0.051885806026234604}
{"data_time": 0.004694166127592325, "eta_seconds": 5062.850255967118, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3810483870967742, "fast_rcnn/fg_cls_accuracy": 0.6064516129032258, "iteration": 230639, "loss_box_reg": 0.006558982029673643, "loss_cls": 0.03806958574568853, "loss_rpn_cls": 0.0008710519839496556, "loss_rpn_loc": 0.002052244271908421, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340561675839126, "total_loss": 0.050514385869064427}
{"data_time": 0.004401864483952522, "eta_seconds": 5049.729266685899, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.26330532212885155, "fast_rcnn/fg_cls_accuracy": 0.7366946778711485, "iteration": 230659, "loss_box_reg": 0.006642339983955026, "loss_cls": 0.040925601235358045, "loss_rpn_cls": 0.0006565303150409818, "loss_rpn_loc": 0.0026834629079530714, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5382162006571889, "total_loss": 0.05262682493162174}
{"data_time": 0.004438404459506273, "eta_seconds": 5039.762893185485, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4327485380116959, "fast_rcnn/fg_cls_accuracy": 0.5672514619883041, "iteration": 230679, "loss_box_reg": 0.006733820482622832, "loss_cls": 0.042190091335214674, "loss_rpn_cls": 0.0009097236252841867, "loss_rpn_loc": 0.0018101660971296951, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5397332166321576, "total_loss": 0.052939283157456885}
{"data_time": 0.004564137198030949, "eta_seconds": 5028.105332346167, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.38421052631578945, "fast_rcnn/fg_cls_accuracy": 0.6157894736842104, "iteration": 230699, "loss_box_reg": 0.0071521847567055374, "loss_cls": 0.04147161130094901, "loss_rpn_cls": 0.0008139640492288436, "loss_rpn_loc": 0.001968933544048923, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5436267293989658, "total_loss": 0.05082539159297994}
{"data_time": 0.004408900626003742, "eta_seconds": 5018.526773008984, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3375, "fast_rcnn/fg_cls_accuracy": 0.6625, "iteration": 230719, "loss_box_reg": 0.007661343232030049, "loss_cls": 0.04344697133637965, "loss_rpn_cls": 0.0007458363962768999, "loss_rpn_loc": 0.0019187807465641527, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.542287421412766, "total_loss": 0.05409072022644068}
{"data_time": 0.00444757379591465, "eta_seconds": 5004.940321372356, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2113237639553429, "fast_rcnn/fg_cls_accuracy": 0.7858312858312858, "iteration": 230739, "loss_box_reg": 0.006599894186365418, "loss_cls": 0.04028748336713761, "loss_rpn_cls": 0.0005025507665550322, "loss_rpn_loc": 0.0020471212483244017, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364901595748961, "total_loss": 0.04890624018537437}
{"data_time": 0.004266978241503239, "eta_seconds": 4993.1809945479035, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.42842741935483875, "fast_rcnn/fg_cls_accuracy": 0.53125, "iteration": 230759, "loss_box_reg": 0.007351580745307729, "loss_cls": 0.04084736545337364, "loss_rpn_cls": 0.0009568489767843857, "loss_rpn_loc": 0.0020553684335027356, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5345709882676601, "total_loss": 0.0523752952256018}
{"data_time": 0.004177457187324762, "eta_seconds": 4983.323043232318, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.34914361001317523, "fast_rcnn/fg_cls_accuracy": 0.6508563899868247, "iteration": 230779, "loss_box_reg": 0.0064109865052159876, "loss_cls": 0.03710214199963957, "loss_rpn_cls": 0.0013036890279636282, "loss_rpn_loc": 0.0017474330961704254, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5372731662355363, "total_loss": 0.04827025134534324}
{"data_time": 0.004286502953618765, "eta_seconds": 4971.567831493914, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.46862745098039216, "fast_rcnn/fg_cls_accuracy": 0.5313725490196078, "iteration": 230799, "loss_box_reg": 0.006906925525981933, "loss_cls": 0.042483404162339866, "loss_rpn_cls": 0.0005009943979530362, "loss_rpn_loc": 0.0018932612474600319, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5419270433485508, "total_loss": 0.05205566848447063}
{"data_time": 0.0048161097802221775, "eta_seconds": 4959.667041718494, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.4097956307258633, "fast_rcnn/fg_cls_accuracy": 0.5785764622973926, "iteration": 230819, "loss_box_reg": 0.006625113310292363, "loss_cls": 0.040711516805458814, "loss_rpn_cls": 0.0011687454099273964, "loss_rpn_loc": 0.001652191995162866, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5391124994494021, "total_loss": 0.05040042212965545}
{"data_time": 0.0043248641304671764, "eta_seconds": 4950.897126022261, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22639627659574468, "fast_rcnn/fg_cls_accuracy": 0.7079787234042554, "iteration": 230839, "loss_box_reg": 0.007137139269616455, "loss_cls": 0.04299574939068407, "loss_rpn_cls": 0.0007890513806216859, "loss_rpn_loc": 0.0017060606023733271, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.542610814794898, "total_loss": 0.05235317951178331}
{"data_time": 0.004318503197282553, "eta_seconds": 4940.580359500833, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3082120582120582, "fast_rcnn/fg_cls_accuracy": 0.6242203742203742, "iteration": 230859, "loss_box_reg": 0.006579992710612714, "loss_cls": 0.04041042475728318, "loss_rpn_cls": 0.0008174576811939005, "loss_rpn_loc": 0.0019242280741309514, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5379609195515513, "total_loss": 0.0512677067832783}
{"data_time": 0.004922179505228996, "eta_seconds": 4929.770644241013, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4650793650793651, "fast_rcnn/fg_cls_accuracy": 0.5349206349206349, "iteration": 230879, "loss_box_reg": 0.006061486201360822, "loss_cls": 0.040178442432079464, "loss_rpn_cls": 0.0011375228101542234, "loss_rpn_loc": 0.0019974177484982647, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417798385024071, "total_loss": 0.049937923638367465}
{"data_time": 0.004804783966392279, "eta_seconds": 4916.450250155758, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.424812030075188, "fast_rcnn/fg_cls_accuracy": 0.575187969924812, "iteration": 230899, "loss_box_reg": 0.007240521314088255, "loss_cls": 0.0403443222749047, "loss_rpn_cls": 0.0006149585543653302, "loss_rpn_loc": 0.0020677988104580436, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5386955817230046, "total_loss": 0.05196451741937835}
{"data_time": 0.003929567988961935, "eta_seconds": 4905.103277079295, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.47722960151802657, "fast_rcnn/fg_cls_accuracy": 0.5227703984819734, "iteration": 230919, "loss_box_reg": 0.007523989741457626, "loss_cls": 0.0433356350986287, "loss_rpn_cls": 0.0005490013835469654, "loss_rpn_loc": 0.0017519809625810012, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5431798766367137, "total_loss": 0.05520669060013006}
{"data_time": 0.003886994905769825, "eta_seconds": 4893.384104531258, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40555555555555556, "fast_rcnn/fg_cls_accuracy": 0.5535947712418301, "iteration": 230939, "loss_box_reg": 0.006766246544430032, "loss_cls": 0.042295811930671334, "loss_rpn_cls": 0.0005724750520244015, "loss_rpn_loc": 0.0017186262248287676, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.537866017781198, "total_loss": 0.05188391026354111}
{"data_time": 0.0037429830990731716, "eta_seconds": 4882.274936447386, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.24624624624624625, "fast_rcnn/fg_cls_accuracy": 0.7148648648648648, "iteration": 230959, "loss_box_reg": 0.006239559821551666, "loss_cls": 0.039495485252700746, "loss_rpn_cls": 0.0009056311969288799, "loss_rpn_loc": 0.0019028512433578726, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5401976839639246, "total_loss": 0.0500828874344279}
{"data_time": 0.004488586913794279, "eta_seconds": 4871.474637948442, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.26136363636363635, "fast_rcnn/fg_cls_accuracy": 0.7386363636363635, "iteration": 230979, "loss_box_reg": 0.006517363013699651, "loss_cls": 0.03990238020196557, "loss_rpn_cls": 0.0006224200727729112, "loss_rpn_loc": 0.001826440789955086, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389036815613508, "total_loss": 0.049537928738317305}
{"data_time": 0.004602679051458836, "eta_seconds": 4861.891267150175, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3125, "fast_rcnn/fg_cls_accuracy": 0.6875, "iteration": 230999, "loss_box_reg": 0.006970379938138649, "loss_cls": 0.040955369418952614, "loss_rpn_cls": 0.0010238688912522775, "loss_rpn_loc": 0.0015107456438272493, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410495083779097, "total_loss": 0.050954825146163785}
{"data_time": 0.004316557664424181, "eta_seconds": 4851.625062811654, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3449519230769231, "fast_rcnn/fg_cls_accuracy": 0.6550480769230769, "iteration": 231019, "loss_box_reg": 0.0073627601377666, "loss_cls": 0.04512004251591861, "loss_rpn_cls": 0.0011182929011397391, "loss_rpn_loc": 0.002239814719359856, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5394512983039021, "total_loss": 0.05490452422668568}
{"data_time": 0.004833285231143236, "eta_seconds": 4840.82086492097, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2113970588235294, "fast_rcnn/fg_cls_accuracy": 0.7886029411764706, "iteration": 231039, "loss_box_reg": 0.0073734096076805145, "loss_cls": 0.04280268307775259, "loss_rpn_cls": 0.0008391427262495199, "loss_rpn_loc": 0.0018806143307301681, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5374281192198396, "total_loss": 0.05321676830845945}
{"data_time": 0.004183831159025431, "eta_seconds": 4833.388555100188, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4638655462184874, "fast_rcnn/fg_cls_accuracy": 0.5361344537815126, "iteration": 231059, "loss_box_reg": 0.0063859979272820055, "loss_cls": 0.04235173878259957, "loss_rpn_cls": 0.0009542221632159453, "loss_rpn_loc": 0.0016378505388274789, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.544168540276587, "total_loss": 0.0509632067878556}
{"data_time": 0.004379250109195709, "eta_seconds": 4822.125427335966, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3699248120300752, "fast_rcnn/fg_cls_accuracy": 0.6300751879699248, "iteration": 231079, "loss_box_reg": 0.007456442224793136, "loss_cls": 0.04330134580959566, "loss_rpn_cls": 0.0007605651844073691, "loss_rpn_loc": 0.0017790437250368996, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5344787025824189, "total_loss": 0.05319745640281326}
{"data_time": 0.004155346658080816, "eta_seconds": 4812.57256586384, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3793859649122807, "fast_rcnn/fg_cls_accuracy": 0.6206140350877194, "iteration": 231099, "loss_box_reg": 0.006923268883838318, "loss_cls": 0.040661471139173955, "loss_rpn_cls": 0.0007357559758247589, "loss_rpn_loc": 0.0017875631565402728, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5409332518465817, "total_loss": 0.04984780685356327}
{"data_time": 0.0044184462167322636, "eta_seconds": 4798.662527061999, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.14636752136752137, "fast_rcnn/fg_cls_accuracy": 0.8452991452991453, "iteration": 231119, "loss_box_reg": 0.006527019722852856, "loss_cls": 0.0407651009154506, "loss_rpn_cls": 0.0011458583928742883, "loss_rpn_loc": 0.0020949736554030096, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5384160126559436, "total_loss": 0.05131243861069379}
{"data_time": 0.004209286533296108, "eta_seconds": 4789.006931148469, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24070512820512818, "fast_rcnn/fg_cls_accuracy": 0.746474358974359, "iteration": 231139, "loss_box_reg": 0.006511637184303254, "loss_cls": 0.04101223067846149, "loss_rpn_cls": 0.0006246335565265326, "loss_rpn_loc": 0.0017001299038383877, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5385534479282796, "total_loss": 0.051131577121623195}
{"data_time": 0.004425042308866978, "eta_seconds": 4775.467247291934, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2900608519269777, "fast_rcnn/fg_cls_accuracy": 0.6658215010141988, "iteration": 231159, "loss_box_reg": 0.007326507766265422, "loss_cls": 0.04126848283340223, "loss_rpn_cls": 0.0005707970512958127, "loss_rpn_loc": 0.0019815030482277507, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.53876943141222, "total_loss": 0.05224067993640347}
{"data_time": 0.004455553367733955, "eta_seconds": 4764.664244809654, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.278125, "fast_rcnn/fg_cls_accuracy": 0.721875, "iteration": 231179, "loss_box_reg": 0.006367726455209777, "loss_cls": 0.039966037729755044, "loss_rpn_cls": 0.0006267483702231402, "loss_rpn_loc": 0.0019888174156221794, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5392391355708241, "total_loss": 0.048396796316751534}
{"data_time": 0.004348468035459518, "eta_seconds": 4753.8612423273735, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3894871794871795, "fast_rcnn/fg_cls_accuracy": 0.6105128205128205, "iteration": 231199, "loss_box_reg": 0.006873981503304094, "loss_cls": 0.041048677812796086, "loss_rpn_cls": 0.000642622021302941, "loss_rpn_loc": 0.0018904024436778855, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5492831887677312, "total_loss": 0.05127910075430009}
{"data_time": 0.003784701693803072, "eta_seconds": 4743.4318451061845, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4264069264069264, "fast_rcnn/fg_cls_accuracy": 0.5735930735930737, "iteration": 231219, "loss_box_reg": 0.006850646095699631, "loss_cls": 0.04050187417306006, "loss_rpn_cls": 0.0008010377780465205, "loss_rpn_loc": 0.001865677264504484, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5488108680583537, "total_loss": 0.05002012174873016}
{"data_time": 0.004152387380599976, "eta_seconds": 4732.255237362813, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4584441489361702, "fast_rcnn/fg_cls_accuracy": 0.5415558510638298, "iteration": 231239, "loss_box_reg": 0.0075789678521687165, "loss_cls": 0.04278578609228134, "loss_rpn_cls": 0.0006059413027514893, "loss_rpn_loc": 0.0021770760922663612, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5387571472674608, "total_loss": 0.0533747129457538}
{"data_time": 0.004797349683940411, "eta_seconds": 4720.9951758054085, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.37662337662337664, "fast_rcnn/fg_cls_accuracy": 0.6233766233766234, "iteration": 231259, "loss_box_reg": 0.006197763068485074, "loss_cls": 0.04116187966428697, "loss_rpn_cls": 0.0006349662630782404, "loss_rpn_loc": 0.0018413428369967733, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360878808423877, "total_loss": 0.050582586413838726}
{"data_time": 0.004395029507577419, "eta_seconds": 4710.193219105247, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3851744186046512, "fast_rcnn/fg_cls_accuracy": 0.6005711954304365, "iteration": 231279, "loss_box_reg": 0.0069019842048874125, "loss_cls": 0.041566472966223955, "loss_rpn_cls": 0.001237476395090198, "loss_rpn_loc": 0.001963588350918144, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5385321234352887, "total_loss": 0.052882364489050815}
{"data_time": 0.004534601233899593, "eta_seconds": 4698.778387255035, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.430952380952381, "fast_rcnn/fg_cls_accuracy": 0.569047619047619, "iteration": 231299, "loss_box_reg": 0.0068910730187781155, "loss_cls": 0.04091534882900305, "loss_rpn_cls": 0.0005747272065264042, "loss_rpn_loc": 0.0018635954256751575, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5324708437547088, "total_loss": 0.05115143835632807}
{"data_time": 0.004262829665094614, "eta_seconds": 4687.307167824823, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.34647550776583036, "fast_rcnn/fg_cls_accuracy": 0.6535244922341696, "iteration": 231319, "loss_box_reg": 0.006463891069870442, "loss_cls": 0.0415181718126405, "loss_rpn_cls": 0.0014210447207005927, "loss_rpn_loc": 0.0015993966644600732, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5304100858047605, "total_loss": 0.0531115464642653}
{"data_time": 0.004345472436398268, "eta_seconds": 4676.508165019099, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.275, "fast_rcnn/fg_cls_accuracy": 0.7250000000000001, "iteration": 231339, "loss_box_reg": 0.00663501609233208, "loss_cls": 0.040482425945810974, "loss_rpn_cls": 0.0005412110473344001, "loss_rpn_loc": 0.0018728007780737244, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5462816255167127, "total_loss": 0.05125518613181157}
{"data_time": 0.005049344152212143, "eta_seconds": 4666.0979317105375, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.4083333333333333, "fast_rcnn/fg_cls_accuracy": 0.5916666666666667, "iteration": 231359, "loss_box_reg": 0.006667379639111459, "loss_cls": 0.043080616975203156, "loss_rpn_cls": 0.0008255475172518345, "loss_rpn_loc": 0.0018347644290770404, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5447988025844097, "total_loss": 0.052665723539121245}
{"data_time": 0.004304072353988886, "eta_seconds": 4655.576195440255, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4161991584852735, "fast_rcnn/fg_cls_accuracy": 0.5838008415147266, "iteration": 231379, "loss_box_reg": 0.00758649394265376, "loss_cls": 0.04287528240820393, "loss_rpn_cls": 0.0008302320708821753, "loss_rpn_loc": 0.0018695800954446895, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5433265995234251, "total_loss": 0.0531855121037097}
{"data_time": 0.003834583330899477, "eta_seconds": 4644.498126448598, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21067221067221067, "fast_rcnn/fg_cls_accuracy": 0.7893277893277892, "iteration": 231399, "loss_box_reg": 0.006231586798094213, "loss_cls": 0.038349620037479326, "loss_rpn_cls": 0.0006664920859478229, "loss_rpn_loc": 0.001959974255441921, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5402863482013345, "total_loss": 0.046762420309164554}
{"data_time": 0.004414043854922056, "eta_seconds": 4633.3121537962, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.32460474308300397, "fast_rcnn/fg_cls_accuracy": 0.6319169960474309, "iteration": 231419, "loss_box_reg": 0.006254057589103468, "loss_cls": 0.04119258269201964, "loss_rpn_cls": 0.0007901989813490218, "loss_rpn_loc": 0.0022867345051054144, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5386746656149626, "total_loss": 0.05411907371529878}
{"data_time": 0.004237514920532703, "eta_seconds": 4622.07309430046, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.46413043478260874, "fast_rcnn/fg_cls_accuracy": 0.5358695652173913, "iteration": 231439, "loss_box_reg": 0.0066367028339300305, "loss_cls": 0.04099103171029128, "loss_rpn_cls": 0.0004353336901203875, "loss_rpn_loc": 0.0014560270101355854, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5379277318716049, "total_loss": 0.05002354750683935}
{"data_time": 0.004335413221269846, "eta_seconds": 4609.614855817985, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3582317073170732, "fast_rcnn/fg_cls_accuracy": 0.6417682926829269, "iteration": 231459, "loss_box_reg": 0.006728265550918877, "loss_cls": 0.04113700718153268, "loss_rpn_cls": 0.0009939165731793764, "loss_rpn_loc": 0.002045152818027418, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5367602058686316, "total_loss": 0.051119676969165084}
{"data_time": 0.004607267212122679, "eta_seconds": 4596.272996203508, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4530583214793741, "fast_rcnn/fg_cls_accuracy": 0.5212224108658743, "iteration": 231479, "loss_box_reg": 0.006831075748777948, "loss_cls": 0.04341030801879242, "loss_rpn_cls": 0.0009913545044355487, "loss_rpn_loc": 0.0018727774659055285, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389817776158452, "total_loss": 0.05462830621968351}
{"data_time": 0.0037852441892027855, "eta_seconds": 4584.800631653983, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.31544424567680385, "fast_rcnn/fg_cls_accuracy": 0.6845557543231962, "iteration": 231499, "loss_box_reg": 0.007332400185987353, "loss_cls": 0.039601345313712955, "loss_rpn_cls": 0.0009096050144989931, "loss_rpn_loc": 0.0017156612357211998, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.25, "rpn/num_pos_anchors": 2.75, "time": 0.5416017328388989, "total_loss": 0.04966142469305623}
{"data_time": 0.004849787335842848, "eta_seconds": 4574.014134461526, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.44427244582043346, "fast_rcnn/fg_cls_accuracy": 0.5557275541795665, "iteration": 231519, "loss_box_reg": 0.0063318475731648505, "loss_cls": 0.039603917743079364, "loss_rpn_cls": 0.0008138573450651165, "loss_rpn_loc": 0.0018124801281373948, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5476838457398117, "total_loss": 0.05068832004565138}
{"data_time": 0.004128972068428993, "eta_seconds": 4563.2276372690685, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2857862903225806, "fast_rcnn/fg_cls_accuracy": 0.6658266129032258, "iteration": 231539, "loss_box_reg": 0.006465928629040718, "loss_cls": 0.041117223678156734, "loss_rpn_cls": 0.001085797884911699, "loss_rpn_loc": 0.0016342670969606843, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5359871527180076, "total_loss": 0.052374944948326174}
{"data_time": 0.004528217948973179, "eta_seconds": 4553.120568120386, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.42841880341880345, "fast_rcnn/fg_cls_accuracy": 0.5715811965811965, "iteration": 231559, "loss_box_reg": 0.007163107075029984, "loss_cls": 0.04175286417012103, "loss_rpn_cls": 0.000500463153457531, "loss_rpn_loc": 0.0019465648456389317, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5441209357231855, "total_loss": 0.05339698047134789}
{"data_time": 0.004164378624409437, "eta_seconds": 4541.654642884154, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2438811188811189, "fast_rcnn/fg_cls_accuracy": 0.7561188811188811, "iteration": 231579, "loss_box_reg": 0.0066445376724004745, "loss_cls": 0.042377569974632934, "loss_rpn_cls": 0.0006754590829132212, "loss_rpn_loc": 0.00140410453423101, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5345222465693951, "total_loss": 0.053376485231183324}
{"data_time": 0.0041383905336260796, "eta_seconds": 4530.15174129419, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 231599, "loss_box_reg": 0.007242056686664, "loss_cls": 0.04258299560751766, "loss_rpn_cls": 0.0006473157983393207, "loss_rpn_loc": 0.0018215789204987232, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5358861535787582, "total_loss": 0.051882472845363736}
{"data_time": 0.00420185225084424, "eta_seconds": 4520.081648499239, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24324324324324326, "fast_rcnn/fg_cls_accuracy": 0.7228228228228228, "iteration": 231619, "loss_box_reg": 0.007346401223912835, "loss_cls": 0.04126084817107767, "loss_rpn_cls": 0.0007746093051537173, "loss_rpn_loc": 0.0022875280665175524, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5438801385462284, "total_loss": 0.053332705294451443}
{"data_time": 0.004181058146059513, "eta_seconds": 4512.593011780176, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23660714285714285, "fast_rcnn/fg_cls_accuracy": 0.7119815668202765, "iteration": 231639, "loss_box_reg": 0.00712057962664403, "loss_cls": 0.03916697815293446, "loss_rpn_cls": 0.0011821335092463414, "loss_rpn_loc": 0.0018480159396858653, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5428134026005864, "total_loss": 0.050774091794664855}
{"data_time": 0.003932606894522905, "eta_seconds": 4503.295371984597, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4647727272727272, "fast_rcnn/fg_cls_accuracy": 0.5352272727272727, "iteration": 231659, "loss_box_reg": 0.007122393653844483, "loss_cls": 0.03966265689814463, "loss_rpn_cls": 0.0006379058145853378, "loss_rpn_loc": 0.002085059939417988, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5406564739532769, "total_loss": 0.05007714274188402}
{"data_time": 0.0039400020614266396, "eta_seconds": 4492.821033315267, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4766550522648083, "fast_rcnn/fg_cls_accuracy": 0.5233449477351917, "iteration": 231679, "loss_box_reg": 0.006145839608507231, "loss_cls": 0.04050295622437261, "loss_rpn_cls": 0.0010208566463063562, "loss_rpn_loc": 0.0014675669081043452, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.54368113912642, "total_loss": 0.04942006259977916}
{"data_time": 0.0046672457829117775, "eta_seconds": 4482.022280681413, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4668560606060606, "fast_rcnn/fg_cls_accuracy": 0.5331439393939394, "iteration": 231699, "loss_box_reg": 0.006680513703031465, "loss_cls": 0.04201078542973846, "loss_rpn_cls": 0.0006714632313560287, "loss_rpn_loc": 0.0022096771772339707, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5455882223322988, "total_loss": 0.05205768264198696}
{"data_time": 0.004095576237887144, "eta_seconds": 4471.090699410532, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3832035595105673, "fast_rcnn/fg_cls_accuracy": 0.6167964404894327, "iteration": 231719, "loss_box_reg": 0.007067820522934198, "loss_cls": 0.04253902134951204, "loss_rpn_cls": 0.0005658066237970161, "loss_rpn_loc": 0.001663216662564082, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5381428995169699, "total_loss": 0.05198939611437936}
{"data_time": 0.004480547271668911, "eta_seconds": 4461.920918339863, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32027649769585254, "fast_rcnn/fg_cls_accuracy": 0.6797235023041475, "iteration": 231739, "loss_box_reg": 0.006852388731203973, "loss_cls": 0.04399957915302366, "loss_rpn_cls": 0.0008626502708466433, "loss_rpn_loc": 0.0017731174448272213, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5466508935205638, "total_loss": 0.053548930717056464}
{"data_time": 0.004444675054401159, "eta_seconds": 4452.914788200986, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.09838709677419355, "fast_rcnn/fg_cls_accuracy": 0.9016129032258065, "iteration": 231759, "loss_box_reg": 0.006102604093030095, "loss_cls": 0.04012702274485491, "loss_rpn_cls": 0.0005736600297723271, "loss_rpn_loc": 0.001752162781485822, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5389966322109103, "total_loss": 0.050172220842569004}
{"data_time": 0.004628827329725027, "eta_seconds": 4441.148752752226, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4258241758241758, "fast_rcnn/fg_cls_accuracy": 0.5662020905923345, "iteration": 231779, "loss_box_reg": 0.008470287953969091, "loss_cls": 0.04276550456415862, "loss_rpn_cls": 0.0007312765629876594, "loss_rpn_loc": 0.0017475707700214116, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5377789353951812, "total_loss": 0.055548635798459145}
{"data_time": 0.0037740212865173817, "eta_seconds": 4431.301319989841, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3302411873840445, "fast_rcnn/fg_cls_accuracy": 0.6697588126159555, "iteration": 231799, "loss_box_reg": 0.006312336845439859, "loss_cls": 0.03954130923375487, "loss_rpn_cls": 0.0008055979340042541, "loss_rpn_loc": 0.0018513954219088191, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5440276265144348, "total_loss": 0.05013184572908358}
{"data_time": 0.0041759987361729145, "eta_seconds": 4420.494585884269, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.39920424403183025, "fast_rcnn/fg_cls_accuracy": 0.6007957559681698, "iteration": 231819, "loss_box_reg": 0.006557319080457091, "loss_cls": 0.039312585577135906, "loss_rpn_cls": 0.0005740287582511883, "loss_rpn_loc": 0.0018372487757005729, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5404117852449417, "total_loss": 0.04823650796174661}
{"data_time": 0.003994686529040337, "eta_seconds": 4406.6581196878105, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.518251273344652, "fast_rcnn/fg_cls_accuracy": 0.48174872665534807, "iteration": 231839, "loss_box_reg": 0.006834520259872079, "loss_cls": 0.04004503809846938, "loss_rpn_cls": 0.00047480912212449766, "loss_rpn_loc": 0.0015827462884772103, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 249.25, "rpn/num_pos_anchors": 6.75, "time": 0.5334055586718023, "total_loss": 0.0508684805769235}
{"data_time": 0.0042734770104289055, "eta_seconds": 4396.282399703283, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4836580766813325, "fast_rcnn/fg_cls_accuracy": 0.5163419233186675, "iteration": 231859, "loss_box_reg": 0.006835647422121838, "loss_cls": 0.04102356868679635, "loss_rpn_cls": 0.0009892334795438273, "loss_rpn_loc": 0.0017031496736308327, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5452768965624273, "total_loss": 0.05083643649675196}
{"data_time": 0.004604911431670189, "eta_seconds": 4385.059501284733, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2697505197505198, "fast_rcnn/fg_cls_accuracy": 0.7190431519699811, "iteration": 231879, "loss_box_reg": 0.0066599207784747705, "loss_cls": 0.041083857184275985, "loss_rpn_cls": 0.0011353783975778242, "loss_rpn_loc": 0.001814582867154968, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5382239762693644, "total_loss": 0.050768059658139464}
{"data_time": 0.00456335861235857, "eta_seconds": 4374.481563260313, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.33476190476190476, "fast_rcnn/fg_cls_accuracy": 0.6652380952380952, "iteration": 231899, "loss_box_reg": 0.006584629838471301, "loss_cls": 0.043087205063784495, "loss_rpn_cls": 0.0010705205726253553, "loss_rpn_loc": 0.0020277819021430332, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5478476611897349, "total_loss": 0.053879903271763396}
{"data_time": 0.004193237517029047, "eta_seconds": 4364.699544982985, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.32575757575757575, "fast_rcnn/fg_cls_accuracy": 0.6742424242424242, "iteration": 231919, "loss_box_reg": 0.0070117159630171955, "loss_cls": 0.04409283504355699, "loss_rpn_cls": 0.0008873975700680603, "loss_rpn_loc": 0.0018271597782586468, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5475388686172664, "total_loss": 0.054396135627740705}
{"data_time": 0.0038101826794445515, "eta_seconds": 4354.713550168555, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35296934865900387, "fast_rcnn/fg_cls_accuracy": 0.6470306513409961, "iteration": 231939, "loss_box_reg": 0.007769094954710454, "loss_cls": 0.040578457730589435, "loss_rpn_cls": 0.001291026151989172, "loss_rpn_loc": 0.0019648656098070205, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385156096890569, "total_loss": 0.052633633897471555}
{"data_time": 0.003997043240815401, "eta_seconds": 4345.306927799713, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2932372505543237, "fast_rcnn/fg_cls_accuracy": 0.6504065040650406, "iteration": 231959, "loss_box_reg": 0.007587145606521517, "loss_cls": 0.04117455892264843, "loss_rpn_cls": 0.0013209894625560992, "loss_rpn_loc": 0.002225372001703363, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5469703730195761, "total_loss": 0.053004843704911764}
{"data_time": 0.004336494952440262, "eta_seconds": 4335.028922704514, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.47761824324324326, "fast_rcnn/fg_cls_accuracy": 0.5223817567567568, "iteration": 231979, "loss_box_reg": 0.006726394291035831, "loss_cls": 0.04159605340100825, "loss_rpn_cls": 0.0009087958381712724, "loss_rpn_loc": 0.0019635730459413026, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5408256500959396, "total_loss": 0.052246017942252365}
{"data_time": 0.004681344609707594, "eta_seconds": 4322.836861783639, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.39880952380952384, "fast_rcnn/fg_cls_accuracy": 0.6011904761904762, "iteration": 231999, "loss_box_reg": 0.0068102022632956505, "loss_cls": 0.04298287013079971, "loss_rpn_cls": 0.0006924185780121661, "loss_rpn_loc": 0.001698354362815735, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5369707285426557, "total_loss": 0.05230076016505336}
{"data_time": 0.004390184301882982, "eta_seconds": 4311.49594887672, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.41428571428571426, "fast_rcnn/fg_cls_accuracy": 0.5857142857142856, "iteration": 232019, "loss_box_reg": 0.006242679839488119, "loss_cls": 0.04261936340481043, "loss_rpn_cls": 0.0008826061007312092, "loss_rpn_loc": 0.0017309910472249612, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5362938172183931, "total_loss": 0.05268251504156751}
{"data_time": 0.00469231465831399, "eta_seconds": 4302.075419999193, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3398268398268398, "fast_rcnn/fg_cls_accuracy": 0.6256109481915934, "iteration": 232039, "loss_box_reg": 0.007061623007757589, "loss_cls": 0.042669981048675254, "loss_rpn_cls": 0.0008442900607406045, "loss_rpn_loc": 0.0016216194999287836, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5420234897173941, "total_loss": 0.05213153957799932}
{"data_time": 0.004131522495299578, "eta_seconds": 4289.887148230802, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.31129032258064515, "fast_rcnn/fg_cls_accuracy": 0.6592224979321754, "iteration": 232059, "loss_box_reg": 0.006937841128092259, "loss_cls": 0.04173165583051741, "loss_rpn_cls": 0.0008348478793323011, "loss_rpn_loc": 0.0016717953276383923, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5416604415513575, "total_loss": 0.05298253576370371}
{"data_time": 0.004419940523803234, "eta_seconds": 4279.613896036521, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2870588235294118, "fast_rcnn/fg_cls_accuracy": 0.6862745098039216, "iteration": 232079, "loss_box_reg": 0.006217733083758503, "loss_cls": 0.0386067382642068, "loss_rpn_cls": 0.000822720862913684, "loss_rpn_loc": 0.0018654497816896765, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5345269711688161, "total_loss": 0.049258489295596064}
{"data_time": 0.004490206483751535, "eta_seconds": 4268.278347584885, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3833333333333333, "fast_rcnn/fg_cls_accuracy": 0.6166666666666667, "iteration": 232099, "loss_box_reg": 0.006447344581829384, "loss_cls": 0.040560578752774745, "loss_rpn_cls": 0.00107227746349281, "loss_rpn_loc": 0.0018820542172761634, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5443047494627535, "total_loss": 0.05143260907829017}
{"data_time": 0.004212755709886551, "eta_seconds": 4258.002413162962, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3313492063492064, "fast_rcnn/fg_cls_accuracy": 0.6339285714285714, "iteration": 232119, "loss_box_reg": 0.006861827176180668, "loss_cls": 0.04360070108668879, "loss_rpn_cls": 0.0005481440930452663, "loss_rpn_loc": 0.0017796149713831255, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5400710739195347, "total_loss": 0.05343219187921022}
{"data_time": 0.004288805183023214, "eta_seconds": 4248.036035248544, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4409722222222222, "fast_rcnn/fg_cls_accuracy": 0.5590277777777778, "iteration": 232139, "loss_box_reg": 0.006363055479596369, "loss_cls": 0.03923478093929589, "loss_rpn_cls": 0.0010676901247279602, "loss_rpn_loc": 0.0021121170757396612, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5421230513602495, "total_loss": 0.047637794075285456}
{"data_time": 0.003923104610294104, "eta_seconds": 4239.257530436385, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4245495495495496, "fast_rcnn/fg_cls_accuracy": 0.5754504504504505, "iteration": 232159, "loss_box_reg": 0.007321850207517855, "loss_cls": 0.041701133945025504, "loss_rpn_cls": 0.00036640165114931733, "loss_rpn_loc": 0.0017328642534266692, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5461865235120058, "total_loss": 0.051786790690925955}
{"data_time": 0.004223015625029802, "eta_seconds": 4227.956468554214, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2980714690867839, "fast_rcnn/fg_cls_accuracy": 0.7019285309132162, "iteration": 232179, "loss_box_reg": 0.006112321934779175, "loss_cls": 0.0412854963215068, "loss_rpn_cls": 0.0007296088610928564, "loss_rpn_loc": 0.0016538559229957173, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5357582117430866, "total_loss": 0.0524249906688965}
{"data_time": 0.004402661230415106, "eta_seconds": 4216.299384396989, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.4928571428571429, "iteration": 232199, "loss_box_reg": 0.007206273963674903, "loss_cls": 0.041716899489983916, "loss_rpn_cls": 0.00048647484663888463, "loss_rpn_loc": 0.0018600803523440845, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5413647070527077, "total_loss": 0.05350649169957933}
{"data_time": 0.004874917212873697, "eta_seconds": 4204.277600275353, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.46228786926461346, "fast_rcnn/fg_cls_accuracy": 0.5377121307353865, "iteration": 232219, "loss_box_reg": 0.006777863629395142, "loss_cls": 0.04568973684217781, "loss_rpn_cls": 0.001196432365304645, "loss_rpn_loc": 0.0021292593046382535, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.538603538647294, "total_loss": 0.055902392627558584}
{"data_time": 0.003929782658815384, "eta_seconds": 4192.9506585015915, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32798573975044565, "fast_rcnn/fg_cls_accuracy": 0.6696832579185521, "iteration": 232239, "loss_box_reg": 0.0064477195555809885, "loss_cls": 0.04006112887873314, "loss_rpn_cls": 0.0007260500859729291, "loss_rpn_loc": 0.0016614517662674189, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5345980068668723, "total_loss": 0.050390097365379916}
{"data_time": 0.004123259335756302, "eta_seconds": 4183.870469762478, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.43378552971576223, "fast_rcnn/fg_cls_accuracy": 0.5662144702842378, "iteration": 232259, "loss_box_reg": 0.006818659690907225, "loss_cls": 0.038648636953439564, "loss_rpn_cls": 0.0006913738122875657, "loss_rpn_loc": 0.002061701136881311, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5494166500866413, "total_loss": 0.049410664165804974}
{"data_time": 0.004300323780626059, "eta_seconds": 4173.897441977635, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.7222222222222222, "iteration": 232279, "loss_box_reg": 0.007057992625050247, "loss_cls": 0.04078212758759037, "loss_rpn_cls": 0.0005417870279984527, "loss_rpn_loc": 0.0019893315838999115, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366185149177909, "total_loss": 0.05257643817196822}
{"data_time": 0.004431805573403835, "eta_seconds": 4165.031689697877, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5699797160243407, "fast_rcnn/fg_cls_accuracy": 0.4300202839756592, "iteration": 232299, "loss_box_reg": 0.006542503513628617, "loss_cls": 0.04372676648199558, "loss_rpn_cls": 0.0009715655178297311, "loss_rpn_loc": 0.0013260804953461047, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5394062576815486, "total_loss": 0.053114765902535055}
{"data_time": 0.004336879123002291, "eta_seconds": 4157.983298930805, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.09289813486370158, "fast_rcnn/fg_cls_accuracy": 0.9071018651362984, "iteration": 232319, "loss_box_reg": 0.007415016560116783, "loss_cls": 0.042011951096355915, "loss_rpn_cls": 0.001017953767565416, "loss_rpn_loc": 0.0021279466564010363, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5468259886838496, "total_loss": 0.053088755187786774}
{"data_time": 0.004309818614274263, "eta_seconds": 4144.124603221659, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2595238095238095, "fast_rcnn/fg_cls_accuracy": 0.7404761904761905, "iteration": 232339, "loss_box_reg": 0.00647105582174845, "loss_cls": 0.03936469086329453, "loss_rpn_cls": 0.0004709451694679956, "loss_rpn_loc": 0.001837201032685698, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5345465512946248, "total_loss": 0.050303907500847345}
{"data_time": 0.003963068593293428, "eta_seconds": 4130.650220716372, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6441441441441441, "iteration": 232359, "loss_box_reg": 0.0067166008811909705, "loss_cls": 0.043108375335577875, "loss_rpn_cls": 0.0011757247995376474, "loss_rpn_loc": 0.0018299654075235594, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5342205790802836, "total_loss": 0.05227463089261164}
{"data_time": 0.004173724912106991, "eta_seconds": 4119.838415401056, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3875, "fast_rcnn/fg_cls_accuracy": 0.6125, "iteration": 232379, "loss_box_reg": 0.00677129412360955, "loss_cls": 0.041389542166143656, "loss_rpn_cls": 0.0007649975091226224, "loss_rpn_loc": 0.002083304743791814, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5416600028984249, "total_loss": 0.0505189155763901}
{"data_time": 0.004627393092960119, "eta_seconds": 4110.283172022551, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3541125541125541, "fast_rcnn/fg_cls_accuracy": 0.5868140868140868, "iteration": 232399, "loss_box_reg": 0.006963743333471939, "loss_cls": 0.0385119519487489, "loss_rpn_cls": 0.0010437531855131965, "loss_rpn_loc": 0.002173344440961955, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.542692996095866, "total_loss": 0.05006528763249207}
{"data_time": 0.004591467324644327, "eta_seconds": 4100.06809185259, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.31081081081081086, "fast_rcnn/fg_cls_accuracy": 0.6216216216216216, "iteration": 232419, "loss_box_reg": 0.007051835433230735, "loss_cls": 0.04108493577223271, "loss_rpn_cls": 0.0006107162894863905, "loss_rpn_loc": 0.002073003903205972, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5408366140909493, "total_loss": 0.0529937713495201}
{"data_time": 0.004548201337456703, "eta_seconds": 4089.663581386674, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32916666666666666, "fast_rcnn/fg_cls_accuracy": 0.6594202898550725, "iteration": 232439, "loss_box_reg": 0.007354738831054419, "loss_cls": 0.041780077503062785, "loss_rpn_cls": 0.0008180815873402025, "loss_rpn_loc": 0.0016898151516215876, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 249.0, "rpn/num_pos_anchors": 7.0, "time": 0.5417624153196812, "total_loss": 0.05207141536720883}
{"data_time": 0.004121616017073393, "eta_seconds": 4079.7665780335665, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4844155844155844, "fast_rcnn/fg_cls_accuracy": 0.5155844155844156, "iteration": 232459, "loss_box_reg": 0.006489746723673306, "loss_cls": 0.04323277389630675, "loss_rpn_cls": 0.0006518626573779329, "loss_rpn_loc": 0.0015199621593637858, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5417698221281171, "total_loss": 0.05291253114717165}
{"data_time": 0.004344589542597532, "eta_seconds": 4068.9463510662317, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.20625, "fast_rcnn/fg_cls_accuracy": 0.79375, "iteration": 232479, "loss_box_reg": 0.006610824522795156, "loss_cls": 0.04209333745529875, "loss_rpn_cls": 0.0004082772072138141, "loss_rpn_loc": 0.0016540965971216792, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363467345014215, "total_loss": 0.050971399201330314}
{"data_time": 0.004473775625228882, "eta_seconds": 4058.381296264939, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45357142857142857, "fast_rcnn/fg_cls_accuracy": 0.5464285714285715, "iteration": 232499, "loss_box_reg": 0.0067183478095103055, "loss_cls": 0.040776133129838854, "loss_rpn_cls": 0.0006797089147880797, "loss_rpn_loc": 0.0016679468280926812, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5432500527240336, "total_loss": 0.05164060691998884}
{"data_time": 0.004393632989376783, "eta_seconds": 4046.9037559190765, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4367559523809524, "fast_rcnn/fg_cls_accuracy": 0.5632440476190477, "iteration": 232519, "loss_box_reg": 0.006506597710540518, "loss_cls": 0.03751652769278735, "loss_rpn_cls": 0.0007687553666073654, "loss_rpn_loc": 0.0018221435821033083, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5365924169309437, "total_loss": 0.046910906037453515}
{"data_time": 0.004673764109611511, "eta_seconds": 4035.5746568874456, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4300202839756592, "fast_rcnn/fg_cls_accuracy": 0.5699797160243407, "iteration": 232539, "loss_box_reg": 0.0066500939137768, "loss_cls": 0.044134828669484705, "loss_rpn_cls": 0.0007685822097300843, "loss_rpn_loc": 0.0018946766322187614, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5369318397715688, "total_loss": 0.0539358762541724}
{"data_time": 0.004387082997709513, "eta_seconds": 4024.7568719876, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41875, "fast_rcnn/fg_cls_accuracy": 0.58125, "iteration": 232559, "loss_box_reg": 0.0063850161677692086, "loss_cls": 0.04182313388446346, "loss_rpn_cls": 0.001392178542801048, "loss_rpn_loc": 0.0019279386588095804, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5446662865579128, "total_loss": 0.05210110624216213}
{"data_time": 0.0042025079019367695, "eta_seconds": 4013.7072771266103, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.27157894736842103, "fast_rcnn/fg_cls_accuracy": 0.7048275862068966, "iteration": 232579, "loss_box_reg": 0.007356829097261652, "loss_cls": 0.03972174588125199, "loss_rpn_cls": 0.00048508960685467173, "loss_rpn_loc": 0.00182575749931857, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5352715612389147, "total_loss": 0.05082930076730463}
{"data_time": 0.004334506578743458, "eta_seconds": 4003.6271484503523, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.43189964157706096, "fast_rcnn/fg_cls_accuracy": 0.5681003584229392, "iteration": 232599, "loss_box_reg": 0.007206532434793189, "loss_cls": 0.04233623167965561, "loss_rpn_cls": 0.0007534473127179808, "loss_rpn_loc": 0.0013908762921346352, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395706691779196, "total_loss": 0.05074360256418231}
{"data_time": 0.004567143507301807, "eta_seconds": 3992.0729568079114, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38315217391304346, "fast_rcnn/fg_cls_accuracy": 0.6168478260869565, "iteration": 232619, "loss_box_reg": 0.00655045427265577, "loss_cls": 0.04080692783463746, "loss_rpn_cls": 0.0007100801284423142, "loss_rpn_loc": 0.0017325373482890427, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5351632689125836, "total_loss": 0.050161894724737977}
{"data_time": 0.00434712553396821, "eta_seconds": 3981.084451144561, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.25377906976744186, "fast_rcnn/fg_cls_accuracy": 0.700735294117647, "iteration": 232639, "loss_box_reg": 0.006545107244164683, "loss_cls": 0.040945652581285685, "loss_rpn_cls": 0.000916676894092916, "loss_rpn_loc": 0.002072064526146278, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373339941725135, "total_loss": 0.05158673304720196}
{"data_time": 0.004215963650494814, "eta_seconds": 3970.1896900883876, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3279569892473118, "fast_rcnn/fg_cls_accuracy": 0.6720430107526881, "iteration": 232659, "loss_box_reg": 0.006416350690415129, "loss_cls": 0.039279944787267596, "loss_rpn_cls": 0.0005293893460702748, "loss_rpn_loc": 0.001475164330258849, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381982703693211, "total_loss": 0.04802553524012865}
{"data_time": 0.004264908377081156, "eta_seconds": 3959.1320888954215, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3994960806270996, "fast_rcnn/fg_cls_accuracy": 0.6005039193729003, "iteration": 232679, "loss_box_reg": 0.006774539535399526, "loss_cls": 0.04322355496697128, "loss_rpn_cls": 0.0008974418648790561, "loss_rpn_loc": 0.002312449876626488, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.546157575212419, "total_loss": 0.05317753154622551}
{"data_time": 0.0039437212981283665, "eta_seconds": 3947.8596938685514, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.4477941176470588, "fast_rcnn/fg_cls_accuracy": 0.5522058823529412, "iteration": 232699, "loss_box_reg": 0.0064255124307237566, "loss_cls": 0.037715702783316374, "loss_rpn_cls": 0.001069149965132965, "loss_rpn_loc": 0.0015006172106950544, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5405483199283481, "total_loss": 0.047484246385096185}
{"data_time": 0.003796578384935856, "eta_seconds": 3937.5004424597137, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.30282738095238093, "fast_rcnn/fg_cls_accuracy": 0.640625, "iteration": 232719, "loss_box_reg": 0.006730929453624412, "loss_cls": 0.04149921308271587, "loss_rpn_cls": 0.0007304283414555357, "loss_rpn_loc": 0.002372643160924781, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5419384241104126, "total_loss": 0.051673330132416595}
{"data_time": 0.0043067485094070435, "eta_seconds": 3926.6846192418598, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2990074441687345, "fast_rcnn/fg_cls_accuracy": 0.6601073345259392, "iteration": 232739, "loss_box_reg": 0.007424486975651234, "loss_cls": 0.04152736987452954, "loss_rpn_cls": 0.0008242644969413959, "loss_rpn_loc": 0.0019431436248851242, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5474074790254235, "total_loss": 0.05186201231038012}
{"data_time": 0.004849355202168226, "eta_seconds": 3916.107280469965, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3816287878787879, "fast_rcnn/fg_cls_accuracy": 0.5811688311688312, "iteration": 232759, "loss_box_reg": 0.006581785128219053, "loss_cls": 0.04084740931284614, "loss_rpn_cls": 0.0010136605658885856, "loss_rpn_loc": 0.002140851807780564, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5444799601100385, "total_loss": 0.051906526428638244}
{"data_time": 0.0038025793619453907, "eta_seconds": 3906.2547816457227, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.44281045751633985, "fast_rcnn/fg_cls_accuracy": 0.5571895424836601, "iteration": 232779, "loss_box_reg": 0.00668863914324902, "loss_cls": 0.03829114726977423, "loss_rpn_cls": 0.0008663535072628292, "loss_rpn_loc": 0.002014742055507668, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5436973460018635, "total_loss": 0.04873788403665458}
{"data_time": 0.004772024229168892, "eta_seconds": 3895.55726137897, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.41309523809523807, "fast_rcnn/fg_cls_accuracy": 0.5869047619047618, "iteration": 232799, "loss_box_reg": 0.006506833698949777, "loss_cls": 0.042875261162407696, "loss_rpn_cls": 0.0009072380835277727, "loss_rpn_loc": 0.002033028058576747, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5464695380069315, "total_loss": 0.054544121039270976}
{"data_time": 0.004254408646374941, "eta_seconds": 3885.237084887456, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2961980548187445, "fast_rcnn/fg_cls_accuracy": 0.6787469287469288, "iteration": 232819, "loss_box_reg": 0.0067451946379151195, "loss_cls": 0.03974973119329661, "loss_rpn_cls": 0.0008438811507289756, "loss_rpn_loc": 0.0016411434626206756, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.544934525154531, "total_loss": 0.0494965148326969}
{"data_time": 0.0040487064979970455, "eta_seconds": 3874.625907571055, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4107142857142857, "fast_rcnn/fg_cls_accuracy": 0.5892857142857143, "iteration": 232839, "loss_box_reg": 0.00691356165043544, "loss_cls": 0.04013006098102778, "loss_rpn_cls": 0.0005971584522512785, "loss_rpn_loc": 0.002340801049285801, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5353745841421187, "total_loss": 0.050877902036802425}
{"data_time": 0.004111234564334154, "eta_seconds": 3863.595324214082, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37386569872958253, "fast_rcnn/fg_cls_accuracy": 0.6261343012704175, "iteration": 232859, "loss_box_reg": 0.0064530294766882434, "loss_cls": 0.039489002170739695, "loss_rpn_cls": 0.0007696821983245172, "loss_rpn_loc": 0.0017944557366718072, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391815640032291, "total_loss": 0.04966494456903092}
{"data_time": 0.004694712348282337, "eta_seconds": 3852.8130484470166, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4230263157894737, "fast_rcnn/fg_cls_accuracy": 0.5769736842105263, "iteration": 232879, "loss_box_reg": 0.006604988040635362, "loss_cls": 0.04028121934970841, "loss_rpn_cls": 0.0005340917800822353, "loss_rpn_loc": 0.0016493908460688544, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5406766152009368, "total_loss": 0.04947892055389502}
{"data_time": 0.004209537990391254, "eta_seconds": 3841.9535635407083, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.46496106785317015, "fast_rcnn/fg_cls_accuracy": 0.5350389321468298, "iteration": 232899, "loss_box_reg": 0.006782967102481052, "loss_cls": 0.04168798413593322, "loss_rpn_cls": 0.0007225205749250563, "loss_rpn_loc": 0.002173412613046821, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5396541226655245, "total_loss": 0.05181242901113592}
{"data_time": 0.0044695171527564526, "eta_seconds": 3829.9302394636907, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4769230769230769, "fast_rcnn/fg_cls_accuracy": 0.4964102564102564, "iteration": 232919, "loss_box_reg": 0.007476351311197504, "loss_cls": 0.03990384386270307, "loss_rpn_cls": 0.000750812330466033, "loss_rpn_loc": 0.0019312435451865895, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5386821650899947, "total_loss": 0.05211893759319253}
{"data_time": 0.004279477056115866, "eta_seconds": 3819.7053479477763, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3258286429018136, "fast_rcnn/fg_cls_accuracy": 0.6347985347985348, "iteration": 232939, "loss_box_reg": 0.006894199730595574, "loss_cls": 0.04253961984068155, "loss_rpn_cls": 0.0005752563408805145, "loss_rpn_loc": 0.002867820112442132, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5484763192944229, "total_loss": 0.05332886545761539}
{"data_time": 0.004112949129194021, "eta_seconds": 3807.9424612331204, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3704268292682927, "fast_rcnn/fg_cls_accuracy": 0.6295731707317074, "iteration": 232959, "loss_box_reg": 0.006404935353202745, "loss_cls": 0.042483434721361846, "loss_rpn_cls": 0.0009868163924693363, "loss_rpn_loc": 0.0015521719215030316, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5384235675446689, "total_loss": 0.05265364421484264}
{"data_time": 0.0040062228217720985, "eta_seconds": 3797.125979309436, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.3861283643892339, "fast_rcnn/fg_cls_accuracy": 0.6138716356107661, "iteration": 232979, "loss_box_reg": 0.0066742695635184646, "loss_cls": 0.043325685895979404, "loss_rpn_cls": 0.0009095470129523164, "loss_rpn_loc": 0.0017031533552653855, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.54039740934968, "total_loss": 0.053557915134661016}
{"data_time": 0.004194806795567274, "eta_seconds": 3787.2478602156043, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.40617848970251713, "fast_rcnn/fg_cls_accuracy": 0.5938215102974829, "iteration": 232999, "loss_box_reg": 0.006398544675903395, "loss_cls": 0.03805714036570862, "loss_rpn_cls": 0.0006631074193137465, "loss_rpn_loc": 0.0019502996728988364, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5466993916779757, "total_loss": 0.04680770229663267}
{"data_time": 0.004753109999001026, "eta_seconds": 3776.4286976382136, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23735632183908045, "fast_rcnn/fg_cls_accuracy": 0.7626436781609196, "iteration": 233019, "loss_box_reg": 0.007213543867692351, "loss_cls": 0.04274861398153007, "loss_rpn_cls": 0.0005407249256563773, "loss_rpn_loc": 0.0015406512138724793, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5371865592896938, "total_loss": 0.05268226119835617}
{"data_time": 0.0038887071423232555, "eta_seconds": 3766.0652109389193, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4817073170731707, "fast_rcnn/fg_cls_accuracy": 0.5182926829268293, "iteration": 233039, "loss_box_reg": 0.007052082612062804, "loss_cls": 0.03821408000658266, "loss_rpn_cls": 0.0006632474178900338, "loss_rpn_loc": 0.0018438888546370436, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5449993400834501, "total_loss": 0.04817642884961515}
{"data_time": 0.004509462043642998, "eta_seconds": 3754.207850885112, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5217592592592593, "fast_rcnn/fg_cls_accuracy": 0.47329888027562445, "iteration": 233059, "loss_box_reg": 0.007005301216850057, "loss_cls": 0.04200386302545667, "loss_rpn_cls": 0.0007345742330926441, "loss_rpn_loc": 0.002293366018420784, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5351840783841908, "total_loss": 0.0536974649980948}
{"data_time": 0.004364571534097195, "eta_seconds": 3743.3903668024577, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4305807622504537, "fast_rcnn/fg_cls_accuracy": 0.5694192377495463, "iteration": 233079, "loss_box_reg": 0.006652508076513186, "loss_cls": 0.042773833323735744, "loss_rpn_cls": 0.0008687796467938824, "loss_rpn_loc": 0.0021587103728961665, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375614054501057, "total_loss": 0.051715181066128935}
{"data_time": 0.004906114656478167, "eta_seconds": 3732.5728827198036, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42708333333333337, "fast_rcnn/fg_cls_accuracy": 0.5086206896551724, "iteration": 233099, "loss_box_reg": 0.006810708320699632, "loss_cls": 0.042786396690644324, "loss_rpn_cls": 0.0005899708638708034, "loss_rpn_loc": 0.001592120175700984, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5423913397826254, "total_loss": 0.05273194080439225}
{"data_time": 0.004194220528006554, "eta_seconds": 3721.7553986371495, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.43338907469342247, "fast_rcnn/fg_cls_accuracy": 0.5400318133616119, "iteration": 233119, "loss_box_reg": 0.005761999098467641, "loss_cls": 0.04154210997512564, "loss_rpn_cls": 0.0009760131723623999, "loss_rpn_loc": 0.0018337942601647228, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5403225347399712, "total_loss": 0.05106977057687345}
{"data_time": 0.004480746574699879, "eta_seconds": 3712.1029995004646, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.24356368563685638, "fast_rcnn/fg_cls_accuracy": 0.7564363143631436, "iteration": 233139, "loss_box_reg": 0.006889891024911776, "loss_cls": 0.04059066949412227, "loss_rpn_cls": 0.0012986549177185225, "loss_rpn_loc": 0.001960887118912069, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5486302869394422, "total_loss": 0.05043669150268215}
{"data_time": 0.004199629183858633, "eta_seconds": 3700.694559596479, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23294573643410854, "fast_rcnn/fg_cls_accuracy": 0.7670542635658915, "iteration": 233159, "loss_box_reg": 0.00647506513632834, "loss_cls": 0.04157771950121969, "loss_rpn_cls": 0.0008028931640637893, "loss_rpn_loc": 0.0021103729159221984, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5429586968384683, "total_loss": 0.052722684627497074}
{"data_time": 0.004695527721196413, "eta_seconds": 3690.3219083198346, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3664185277088503, "fast_rcnn/fg_cls_accuracy": 0.5865384615384616, "iteration": 233179, "loss_box_reg": 0.007041982520604506, "loss_cls": 0.04187345859827474, "loss_rpn_cls": 0.0011213084527383899, "loss_rpn_loc": 0.0016592789888818515, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.540798868983984, "total_loss": 0.05214240608313503}
{"data_time": 0.0041381921619176865, "eta_seconds": 3679.6403584904037, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5086021505376344, "fast_rcnn/fg_cls_accuracy": 0.4913978494623656, "iteration": 233199, "loss_box_reg": 0.0057583574671298265, "loss_cls": 0.039556905161589384, "loss_rpn_cls": 0.0006998679418188658, "loss_rpn_loc": 0.0017582378259248799, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.545170662458986, "total_loss": 0.05018134542615371}
{"data_time": 0.004506232216954231, "eta_seconds": 3668.680964714382, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4277546777546778, "fast_rcnn/fg_cls_accuracy": 0.5722453222453222, "iteration": 233219, "loss_box_reg": 0.006529885169584304, "loss_cls": 0.04197772068437189, "loss_rpn_cls": 0.0007613942132138618, "loss_rpn_loc": 0.0018449808612786, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5371877811849117, "total_loss": 0.052869604880015686}
{"data_time": 0.003909815568476915, "eta_seconds": 3658.0352507443167, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3774928774928775, "fast_rcnn/fg_cls_accuracy": 0.6225071225071226, "iteration": 233239, "loss_box_reg": 0.006448515196098015, "loss_cls": 0.040703533217310905, "loss_rpn_cls": 0.001104872097016596, "loss_rpn_loc": 0.0018221994214400183, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5454206638969481, "total_loss": 0.05083416209504321}
{"data_time": 0.0038522318936884403, "eta_seconds": 3647.040021108929, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.277992277992278, "fast_rcnn/fg_cls_accuracy": 0.722007722007722, "iteration": 233259, "loss_box_reg": 0.007562462618807331, "loss_cls": 0.04199812770821154, "loss_rpn_cls": 0.0006324430112272239, "loss_rpn_loc": 0.0015348344022640958, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375985540449619, "total_loss": 0.05309405371920661}
{"data_time": 0.004208395257592201, "eta_seconds": 3636.2195493062027, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3849431818181818, "fast_rcnn/fg_cls_accuracy": 0.6150568181818181, "iteration": 233279, "loss_box_reg": 0.007956952409585938, "loss_cls": 0.041068058635573834, "loss_rpn_cls": 0.0005796730469000977, "loss_rpn_loc": 0.0023401063663186505, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5411931192502379, "total_loss": 0.052693549799641914}
{"data_time": 0.003923017997294664, "eta_seconds": 3625.535956806969, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4415184678522572, "fast_rcnn/fg_cls_accuracy": 0.5584815321477428, "iteration": 233299, "loss_box_reg": 0.007089443999575451, "loss_cls": 0.037747014459455386, "loss_rpn_cls": 0.0004608094938021168, "loss_rpn_loc": 0.0014740015139977913, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5396214430220425, "total_loss": 0.04814847537022615}
{"data_time": 0.004163286183029413, "eta_seconds": 3614.57860570075, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.22023809523809523, "fast_rcnn/fg_cls_accuracy": 0.734375, "iteration": 233319, "loss_box_reg": 0.0060172540543135256, "loss_cls": 0.03924112964887172, "loss_rpn_cls": 0.0009401495317433728, "loss_rpn_loc": 0.002131261446265853, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5408285190351307, "total_loss": 0.04969567051179524}
{"data_time": 0.0041772895492613316, "eta_seconds": 3602.732068436686, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4296536796536796, "fast_rcnn/fg_cls_accuracy": 0.5703463203463204, "iteration": 233339, "loss_box_reg": 0.00643223462975584, "loss_cls": 0.04117906794999726, "loss_rpn_cls": 0.001048458228723348, "loss_rpn_loc": 0.0018121283210348338, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5316675608046353, "total_loss": 0.05170319015826408}
{"data_time": 0.004359879065304995, "eta_seconds": 3593.073315796908, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2066919791172283, "fast_rcnn/fg_cls_accuracy": 0.7933080208827716, "iteration": 233359, "loss_box_reg": 0.006188781990204006, "loss_cls": 0.04371600295417011, "loss_rpn_cls": 0.0015943068844990194, "loss_rpn_loc": 0.0018971296103700297, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398454144597054, "total_loss": 0.054979619641414956}
{"data_time": 0.003917860332876444, "eta_seconds": 3582.252435460221, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.41346153846153844, "fast_rcnn/fg_cls_accuracy": 0.5735930735930737, "iteration": 233379, "loss_box_reg": 0.006496667934698053, "loss_cls": 0.0443426463752985, "loss_rpn_cls": 0.000960353583423057, "loss_rpn_loc": 0.0017173142405226827, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.542211321182549, "total_loss": 0.05401053195598138}
{"data_time": 0.0044004167430102825, "eta_seconds": 3571.686095925048, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3553921568627451, "fast_rcnn/fg_cls_accuracy": 0.6408199643493762, "iteration": 233399, "loss_box_reg": 0.007223131164209917, "loss_cls": 0.04142738482914865, "loss_rpn_cls": 0.001049801135764028, "loss_rpn_loc": 0.0018912828636530321, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5458234176039696, "total_loss": 0.05161700669464153}
{"data_time": 0.004291953053325415, "eta_seconds": 3560.86444436945, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.42708333333333337, "fast_rcnn/fg_cls_accuracy": 0.5625, "iteration": 233419, "loss_box_reg": 0.006589410157175735, "loss_cls": 0.04100194969214499, "loss_rpn_cls": 0.0004851595049046864, "loss_rpn_loc": 0.0017142089163826313, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5363179976120591, "total_loss": 0.05116401308870877}
{"data_time": 0.004726119805127382, "eta_seconds": 3549.6824865303934, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4380952380952381, "fast_rcnn/fg_cls_accuracy": 0.5619047619047619, "iteration": 233439, "loss_box_reg": 0.006754171889042482, "loss_cls": 0.041737298597581685, "loss_rpn_cls": 0.0009612249650672311, "loss_rpn_loc": 0.0019085372041445225, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382314533926547, "total_loss": 0.05301729132099808}
{"data_time": 0.004681237507611513, "eta_seconds": 3537.2897268752567, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.36753246753246754, "fast_rcnn/fg_cls_accuracy": 0.6324675324675324, "iteration": 233459, "loss_box_reg": 0.006546045566210523, "loss_cls": 0.040772649575956166, "loss_rpn_cls": 0.0006442163437441195, "loss_rpn_loc": 0.0017668924519966822, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5348862656392157, "total_loss": 0.05029154556689264}
{"data_time": 0.004467051476240158, "eta_seconds": 3528.041380073875, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2937062937062937, "fast_rcnn/fg_cls_accuracy": 0.6742424242424242, "iteration": 233479, "loss_box_reg": 0.0069533647620119154, "loss_cls": 0.04142656485782936, "loss_rpn_cls": 0.0005455055578522661, "loss_rpn_loc": 0.0017847978251666063, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5464764572679996, "total_loss": 0.05079743080727894}
{"data_time": 0.004323252942413092, "eta_seconds": 3514.006547526922, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38629032258064516, "fast_rcnn/fg_cls_accuracy": 0.5826923076923077, "iteration": 233499, "loss_box_reg": 0.00684774384717457, "loss_cls": 0.042880618246272206, "loss_rpn_cls": 0.0009612941332761693, "loss_rpn_loc": 0.001400141488375084, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5371612790040672, "total_loss": 0.05230489925401116}
{"data_time": 0.004709815140813589, "eta_seconds": 3503.801283798646, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.31666666666666665, "fast_rcnn/fg_cls_accuracy": 0.6452380952380952, "iteration": 233519, "loss_box_reg": 0.0070879291743040085, "loss_cls": 0.04111085186013952, "loss_rpn_cls": 0.0007153025969728333, "loss_rpn_loc": 0.0017332490715489257, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.538375299423933, "total_loss": 0.05154806256723532}
{"data_time": 0.004117715638130903, "eta_seconds": 3491.641052763909, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.38004032258064513, "fast_rcnn/fg_cls_accuracy": 0.5877016129032258, "iteration": 233539, "loss_box_reg": 0.006535457636346109, "loss_cls": 0.04233357997145504, "loss_rpn_cls": 0.000949206197589092, "loss_rpn_loc": 0.0020552728474285686, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.536228712182492, "total_loss": 0.05203689480208595}
{"data_time": 0.00461355596780777, "eta_seconds": 3480.832691665739, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.35714285714285715, "fast_rcnn/fg_cls_accuracy": 0.6178571428571429, "iteration": 233559, "loss_box_reg": 0.006799286609748378, "loss_cls": 0.04328362294472754, "loss_rpn_cls": 0.0006500036186025682, "loss_rpn_loc": 0.001545473785881768, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5426395111717284, "total_loss": 0.051751367355450384}
{"data_time": 0.004588168580085039, "eta_seconds": 3472.3952509197406, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3437849944008958, "fast_rcnn/fg_cls_accuracy": 0.6562150055991041, "iteration": 233579, "loss_box_reg": 0.006937930520507507, "loss_cls": 0.03853973397053778, "loss_rpn_cls": 0.0007249943332681141, "loss_rpn_loc": 0.0022175572339619976, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.544186397921294, "total_loss": 0.050650457785252456}
{"data_time": 0.004453463479876518, "eta_seconds": 3460.5511522288434, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4852941176470588, "fast_rcnn/fg_cls_accuracy": 0.5147058823529411, "iteration": 233599, "loss_box_reg": 0.006215733767021447, "loss_cls": 0.04277578531764448, "loss_rpn_cls": 0.0009533689206477902, "loss_rpn_loc": 0.0019209901774956961, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5352735612541437, "total_loss": 0.05346450585795992}
{"data_time": 0.004171879030764103, "eta_seconds": 3448.407608371228, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4214235377026075, "fast_rcnn/fg_cls_accuracy": 0.5785764622973926, "iteration": 233619, "loss_box_reg": 0.006686071283183992, "loss_cls": 0.03944306983612478, "loss_rpn_cls": 0.0010647604849509662, "loss_rpn_loc": 0.002228270041086944, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5369911924935877, "total_loss": 0.04965946192243109}
{"data_time": 0.004619262181222439, "eta_seconds": 3438.1180185424164, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.37898936170212766, "fast_rcnn/fg_cls_accuracy": 0.6210106382978724, "iteration": 233639, "loss_box_reg": 0.0062798823055345565, "loss_cls": 0.04471991665195674, "loss_rpn_cls": 0.0010338760746435582, "loss_rpn_loc": 0.0017962513484235387, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540168933570385, "total_loss": 0.05371173096523307}
{"data_time": 0.003877501469105482, "eta_seconds": 3427.3080263445154, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5075757575757576, "fast_rcnn/fg_cls_accuracy": 0.48280885780885785, "iteration": 233659, "loss_box_reg": 0.007433127495460212, "loss_cls": 0.04394226352451369, "loss_rpn_cls": 0.0005775610543423682, "loss_rpn_loc": 0.0021780212609883165, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5367199652828276, "total_loss": 0.0553759924531505}
{"data_time": 0.003893313929438591, "eta_seconds": 3414.0757908420637, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41289592760180993, "fast_rcnn/fg_cls_accuracy": 0.5557275541795665, "iteration": 233679, "loss_box_reg": 0.00698681763606146, "loss_cls": 0.04429426824208349, "loss_rpn_cls": 0.0013540855363203264, "loss_rpn_loc": 0.0018330715647607576, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5408509946428239, "total_loss": 0.05579337065137224}
{"data_time": 0.004423522390425205, "eta_seconds": 3403.0286182644777, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2833863275039746, "fast_rcnn/fg_cls_accuracy": 0.7166136724960255, "iteration": 233699, "loss_box_reg": 0.0066003849933622405, "loss_cls": 0.040110413159709424, "loss_rpn_cls": 0.0005603801732831926, "loss_rpn_loc": 0.0017515887229819782, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5400162348523736, "total_loss": 0.05126093195352155}
{"data_time": 0.0040616681799292564, "eta_seconds": 3391.5776230827905, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5232683982683983, "fast_rcnn/fg_cls_accuracy": 0.4733302411873841, "iteration": 233719, "loss_box_reg": 0.008264854492153972, "loss_cls": 0.043770418502390385, "loss_rpn_cls": 0.0005504860992004978, "loss_rpn_loc": 0.0019590212395996787, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5299917147494853, "total_loss": 0.05495616275482007}
{"data_time": 0.0043018111027777195, "eta_seconds": 3380.778140124399, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4253945480631277, "fast_rcnn/fg_cls_accuracy": 0.5746054519368724, "iteration": 233739, "loss_box_reg": 0.006475749280070886, "loss_cls": 0.04051933775190264, "loss_rpn_cls": 0.0009260583477725959, "loss_rpn_loc": 0.0016150486662809271, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5420515765435994, "total_loss": 0.050808715735797705}
{"data_time": 0.004201109986752272, "eta_seconds": 3369.81384410616, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4861111111111111, "fast_rcnn/fg_cls_accuracy": 0.5138888888888888, "iteration": 233759, "loss_box_reg": 0.006715024646837264, "loss_cls": 0.0419348826399073, "loss_rpn_cls": 0.001098850286950892, "loss_rpn_loc": 0.001987259376619477, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5352861247956753, "total_loss": 0.052372578176345996}
{"data_time": 0.004359324928373098, "eta_seconds": 3359.1791742076166, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3442010950721752, "fast_rcnn/fg_cls_accuracy": 0.6557989049278248, "iteration": 233779, "loss_box_reg": 0.006191301567014307, "loss_cls": 0.040053906734101474, "loss_rpn_cls": 0.0004797190963756748, "loss_rpn_loc": 0.002127396139258053, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5471561634913087, "total_loss": 0.05107182603273941}
{"data_time": 0.0039877924136817455, "eta_seconds": 3348.3796912492253, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.23937908496732024, "fast_rcnn/fg_cls_accuracy": 0.7459150326797386, "iteration": 233799, "loss_box_reg": 0.006951401635888033, "loss_cls": 0.04056326556019485, "loss_rpn_cls": 0.0010548162942427552, "loss_rpn_loc": 0.0022243643979891203, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5422712820582092, "total_loss": 0.05012410293073799}
{"data_time": 0.004072622396051884, "eta_seconds": 3338.2193127269857, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4151735722284434, "fast_rcnn/fg_cls_accuracy": 0.5848264277715566, "iteration": 233819, "loss_box_reg": 0.007098363857949153, "loss_cls": 0.043655090034008026, "loss_rpn_cls": 0.0004862595760073418, "loss_rpn_loc": 0.0013888037028664257, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5493891960941255, "total_loss": 0.05228010588933785}
{"data_time": 0.003744738642126322, "eta_seconds": 3326.8428005697206, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.38472485768500947, "fast_rcnn/fg_cls_accuracy": 0.6152751423149905, "iteration": 233839, "loss_box_reg": 0.006960531274671666, "loss_cls": 0.04189307149499655, "loss_rpn_cls": 0.0005588670299516707, "loss_rpn_loc": 0.002110939024532854, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5356614119373262, "total_loss": 0.05302297387243016}
{"data_time": 0.004686865955591202, "eta_seconds": 3317.3672287291847, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3214285714285714, "fast_rcnn/fg_cls_accuracy": 0.6538461538461539, "iteration": 233859, "loss_box_reg": 0.00677471088420134, "loss_cls": 0.04315099504310638, "loss_rpn_cls": 0.0006781017363550745, "loss_rpn_loc": 0.0016590471441304544, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5416398616507649, "total_loss": 0.05307494013561609}
{"data_time": 0.003941923379898071, "eta_seconds": 3306.563231892418, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.28321256038647347, "fast_rcnn/fg_cls_accuracy": 0.6920498084291188, "iteration": 233879, "loss_box_reg": 0.007372577587375417, "loss_cls": 0.04006461368408054, "loss_rpn_cls": 0.0006521005947206504, "loss_rpn_loc": 0.0013597534052678384, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5398415736854076, "total_loss": 0.04953210487610704}
{"data_time": 0.0038007753901183605, "eta_seconds": 3295.7592350556515, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3118279569892473, "fast_rcnn/fg_cls_accuracy": 0.6881720430107527, "iteration": 233899, "loss_box_reg": 0.006744330021319911, "loss_cls": 0.04073253119713627, "loss_rpn_cls": 0.0005793927352897299, "loss_rpn_loc": 0.0016159601946128532, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5419919351115823, "total_loss": 0.048876641950755584}
{"data_time": 0.004716082010418177, "eta_seconds": 3284.211558112409, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4136513157894737, "fast_rcnn/fg_cls_accuracy": 0.5863486842105263, "iteration": 233919, "loss_box_reg": 0.006800001268857159, "loss_cls": 0.04372615437023342, "loss_rpn_cls": 0.0005389189706193065, "loss_rpn_loc": 0.0015713719840277918, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5396058731712401, "total_loss": 0.053936298691724005}
{"data_time": 0.003882118035107851, "eta_seconds": 3272.8443782264367, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.4532671629445823, "fast_rcnn/fg_cls_accuracy": 0.5467328370554176, "iteration": 233939, "loss_box_reg": 0.00679058232344687, "loss_cls": 0.04317162826191634, "loss_rpn_cls": 0.001028871822995825, "loss_rpn_loc": 0.0020682420081357122, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5413023470900953, "total_loss": 0.0533790214955161}
{"data_time": 0.0037031173706054688, "eta_seconds": 3262.6084562665783, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.37948717948717947, "fast_rcnn/fg_cls_accuracy": 0.6205128205128205, "iteration": 233959, "loss_box_reg": 0.006816933353547938, "loss_cls": 0.043569410539930686, "loss_rpn_cls": 0.0007575246316946505, "loss_rpn_loc": 0.0016920847228902858, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5492795174941421, "total_loss": 0.054343089358326324}
{"data_time": 0.003829863853752613, "eta_seconds": 3251.806905343663, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2240418118466899, "fast_rcnn/fg_cls_accuracy": 0.7759581881533102, "iteration": 233979, "loss_box_reg": 0.006566913463757373, "loss_cls": 0.039591174776433036, "loss_rpn_cls": 0.000985889723665423, "loss_rpn_loc": 0.0016403225617978023, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.539391765370965, "total_loss": 0.04913080983942564}
{"data_time": 0.004178618546575308, "eta_seconds": 3241.0053544207476, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.13203463203463203, "fast_rcnn/fg_cls_accuracy": 0.8392857142857142, "iteration": 233999, "loss_box_reg": 0.0067269139108248055, "loss_cls": 0.04070766537915915, "loss_rpn_cls": 0.000653452392498366, "loss_rpn_loc": 0.002182086136599537, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5474045779556036, "total_loss": 0.05272687779779517}
{"data_time": 0.0040449053049087524, "eta_seconds": 3229.604323094245, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.36979166666666663, "fast_rcnn/fg_cls_accuracy": 0.6302083333333333, "iteration": 234019, "loss_box_reg": 0.007170488184783608, "loss_cls": 0.04390436259564012, "loss_rpn_cls": 0.0013406647362614876, "loss_rpn_loc": 0.0013416563888313249, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5376711310818791, "total_loss": 0.054438283004742516}
{"data_time": 0.004154928028583527, "eta_seconds": 3218.804776787292, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.31378299120234604, "fast_rcnn/fg_cls_accuracy": 0.686217008797654, "iteration": 234039, "loss_box_reg": 0.007043482270091772, "loss_cls": 0.040149256121367216, "loss_rpn_cls": 0.0006807171741911588, "loss_rpn_loc": 0.0018266330007463694, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407813065685332, "total_loss": 0.05070531840829062}
{"data_time": 0.004289412405341864, "eta_seconds": 3209.3272603615187, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.291005291005291, "fast_rcnn/fg_cls_accuracy": 0.7089947089947091, "iteration": 234059, "loss_box_reg": 0.006048161565558985, "loss_cls": 0.041984985291492194, "loss_rpn_cls": 0.0010127378218385275, "loss_rpn_loc": 0.0021292355904733995, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5484319720417261, "total_loss": 0.05187251270501747}
{"data_time": 0.00412815110757947, "eta_seconds": 3198.833052052185, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1711482558139535, "fast_rcnn/fg_cls_accuracy": 0.8017135862913096, "iteration": 234079, "loss_box_reg": 0.006564094655914232, "loss_cls": 0.038732870365493, "loss_rpn_cls": 0.0005337630048529718, "loss_rpn_loc": 0.0021434783848235384, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375813944265246, "total_loss": 0.04820772667886786}
{"data_time": 0.004210095386952162, "eta_seconds": 3186.997599806171, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.3030612244897959, "fast_rcnn/fg_cls_accuracy": 0.6969387755102041, "iteration": 234099, "loss_box_reg": 0.00618211850814987, "loss_cls": 0.041953286476200446, "loss_rpn_cls": 0.00036983914861821177, "loss_rpn_loc": 0.0017790646161301993, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.536477489862591, "total_loss": 0.051661625968051794}
{"data_time": 0.004641262348741293, "eta_seconds": 3177.2229655664414, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33771929824561403, "fast_rcnn/fg_cls_accuracy": 0.6562200956937799, "iteration": 234119, "loss_box_reg": 0.0071519479097332805, "loss_cls": 0.04290853475686163, "loss_rpn_cls": 0.000557156941113135, "loss_rpn_loc": 0.0023119746620068327, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5441171526908875, "total_loss": 0.05296260598470326}
{"data_time": 0.004385678097605705, "eta_seconds": 3165.3978221756406, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.28703703703703703, "fast_rcnn/fg_cls_accuracy": 0.6675035868005739, "iteration": 234139, "loss_box_reg": 0.006847630982520059, "loss_cls": 0.039851608336903155, "loss_rpn_cls": 0.0007353750451102314, "loss_rpn_loc": 0.002049820865067886, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5416670655831695, "total_loss": 0.050536851839325436}
{"data_time": 0.0038660275749862194, "eta_seconds": 3153.915581712965, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22745098039215686, "fast_rcnn/fg_cls_accuracy": 0.7725490196078432, "iteration": 234159, "loss_box_reg": 0.007021066558081657, "loss_cls": 0.04159710637759417, "loss_rpn_cls": 0.0006999267524179231, "loss_rpn_loc": 0.0018200367912868387, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5366702629253268, "total_loss": 0.051740576860993315}
{"data_time": 0.004113083705306053, "eta_seconds": 3143.0855765324086, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4022727272727272, "fast_rcnn/fg_cls_accuracy": 0.5977272727272727, "iteration": 234179, "loss_box_reg": 0.006158147603855468, "loss_cls": 0.0394935084041208, "loss_rpn_cls": 0.0011742120618691843, "loss_rpn_loc": 0.0013007539801037638, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5385367455892265, "total_loss": 0.04858209768258348}
{"data_time": 0.0038812123239040375, "eta_seconds": 3132.2368385931477, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3573454339194555, "fast_rcnn/fg_cls_accuracy": 0.6426545660805445, "iteration": 234199, "loss_box_reg": 0.006761829106835648, "loss_cls": 0.03855698829283938, "loss_rpn_cls": 0.0007051400993987045, "loss_rpn_loc": 0.001976596369786421, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405771359801292, "total_loss": 0.04876007545442462}
{"data_time": 0.004138920921832323, "eta_seconds": 3121.4873248469085, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.64576802507837, "iteration": 234219, "loss_box_reg": 0.00615223401109688, "loss_cls": 0.03979512309888378, "loss_rpn_cls": 0.0005219616113265602, "loss_rpn_loc": 0.001542441719720955, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5408297814428806, "total_loss": 0.04827221687571637}
{"data_time": 0.004011248704046011, "eta_seconds": 3110.351912320126, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3708791208791209, "fast_rcnn/fg_cls_accuracy": 0.5872210953346856, "iteration": 234239, "loss_box_reg": 0.007361997908446938, "loss_cls": 0.045309391687624156, "loss_rpn_cls": 0.0009570491811246029, "loss_rpn_loc": 0.0020074836338608293, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5378580139949918, "total_loss": 0.056723075395154865}
{"data_time": 0.004621600266546011, "eta_seconds": 3099.300436397083, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.34125188536953244, "fast_rcnn/fg_cls_accuracy": 0.6587481146304677, "iteration": 234259, "loss_box_reg": 0.006765374972019345, "loss_cls": 0.039239327888935804, "loss_rpn_cls": 0.0005090212302718555, "loss_rpn_loc": 0.0017350732250633882, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369166135787964, "total_loss": 0.048464562394542554}
{"data_time": 0.0045252833515405655, "eta_seconds": 3088.503361196257, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.37398373983739835, "fast_rcnn/fg_cls_accuracy": 0.6260162601626016, "iteration": 234279, "loss_box_reg": 0.008574131526984274, "loss_cls": 0.04098902264377102, "loss_rpn_cls": 0.0007235457165961634, "loss_rpn_loc": 0.0016740704249968985, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5397548340260983, "total_loss": 0.052075610297265484}
{"data_time": 0.00421079620718956, "eta_seconds": 3077.7062859954312, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.212241653418124, "fast_rcnn/fg_cls_accuracy": 0.787758346581876, "iteration": 234299, "loss_box_reg": 0.007065449404763058, "loss_cls": 0.040661074861418456, "loss_rpn_cls": 0.000508429674709987, "loss_rpn_loc": 0.0018111678764398675, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5383949875831604, "total_loss": 0.052584427554876356}
{"data_time": 0.004255979787558317, "eta_seconds": 3066.590030075982, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3339793281653747, "fast_rcnn/fg_cls_accuracy": 0.6660206718346253, "iteration": 234319, "loss_box_reg": 0.00606521510053426, "loss_cls": 0.042696362594142556, "loss_rpn_cls": 0.0007655925601000035, "loss_rpn_loc": 0.001560780363433878, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375232947990298, "total_loss": 0.05140061998510248}
{"data_time": 0.0037164087407290936, "eta_seconds": 3056.237493099645, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3205128205128205, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 234339, "loss_box_reg": 0.007052160290186293, "loss_cls": 0.04359547153580934, "loss_rpn_cls": 0.0003874356652033839, "loss_rpn_loc": 0.0016610027269052807, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5276933815330267, "total_loss": 0.05275388324855612}
{"data_time": 0.004289806354790926, "eta_seconds": 3045.4399750176817, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.41443053070960045, "fast_rcnn/fg_cls_accuracy": 0.5855694692903995, "iteration": 234359, "loss_box_reg": 0.007176527171395719, "loss_cls": 0.04457817180082202, "loss_rpn_cls": 0.0005813991451759648, "loss_rpn_loc": 0.00197849323740229, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5397679670713842, "total_loss": 0.05467274713976167}
{"data_time": 0.004104772116988897, "eta_seconds": 3034.5179851921275, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.25517241379310346, "fast_rcnn/fg_cls_accuracy": 0.7448275862068966, "iteration": 234379, "loss_box_reg": 0.006493088643765077, "loss_cls": 0.03952666651457548, "loss_rpn_cls": 0.00047480980049385835, "loss_rpn_loc": 0.001629784906981513, "lr": 0.001, "roi_head/num_bg_samples": 491.75, "roi_head/num_fg_samples": 20.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5426165838725865, "total_loss": 0.04800241054721255}
{"data_time": 0.0034998529590666294, "eta_seconds": 3023.7209099913016, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.39451219512195124, "fast_rcnn/fg_cls_accuracy": 0.6054878048780488, "iteration": 234399, "loss_box_reg": 0.006660304730758071, "loss_cls": 0.0405796249397099, "loss_rpn_cls": 0.0004666254992287122, "loss_rpn_loc": 0.0021080249644001015, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5439190967008471, "total_loss": 0.05147828928670606}
{"data_time": 0.004163470584899187, "eta_seconds": 3013.0474207717925, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4221576227390181, "fast_rcnn/fg_cls_accuracy": 0.577842377260982, "iteration": 234419, "loss_box_reg": 0.007617406314238906, "loss_cls": 0.040743111370829865, "loss_rpn_cls": 0.0006591475192578855, "loss_rpn_loc": 0.0017391584315191722, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5371130886487663, "total_loss": 0.05266825047314683}
{"data_time": 0.004410696681588888, "eta_seconds": 3002.6750226896256, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4736111111111111, "fast_rcnn/fg_cls_accuracy": 0.5221153846153846, "iteration": 234439, "loss_box_reg": 0.007405107928207144, "loss_cls": 0.04129567393101752, "loss_rpn_cls": 0.0008047499609347142, "loss_rpn_loc": 0.001571397957377485, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5432571456767619, "total_loss": 0.053019786290406046}
{"data_time": 0.004585182294249535, "eta_seconds": 2991.9271080759354, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3339130434782609, "fast_rcnn/fg_cls_accuracy": 0.6038647342995169, "iteration": 234459, "loss_box_reg": 0.0065706139139365405, "loss_cls": 0.040007734729442745, "loss_rpn_cls": 0.0007772536669676811, "loss_rpn_loc": 0.0018788941160892136, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5412819082848728, "total_loss": 0.05092866662835149}
{"data_time": 0.004082662519067526, "eta_seconds": 2981.0986888911575, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3529411764705882, "fast_rcnn/fg_cls_accuracy": 0.6470588235294117, "iteration": 234479, "loss_box_reg": 0.006785577235859819, "loss_cls": 0.04109103884547949, "loss_rpn_cls": 0.001090614969825765, "loss_rpn_loc": 0.002086276170302881, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5395626141689718, "total_loss": 0.05203288324935329}
{"data_time": 0.0046441685408353806, "eta_seconds": 2970.382840753533, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.5086206896551724, "fast_rcnn/fg_cls_accuracy": 0.4913793103448276, "iteration": 234499, "loss_box_reg": 0.006685492815449834, "loss_cls": 0.03915907352347858, "loss_rpn_cls": 0.0006821974220656557, "loss_rpn_loc": 0.001855888540376327, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5363704334013164, "total_loss": 0.04917410398422817}
{"data_time": 0.004362568259239197, "eta_seconds": 2960.9459391343407, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33194444444444443, "fast_rcnn/fg_cls_accuracy": 0.6213235294117647, "iteration": 234519, "loss_box_reg": 0.0069469755835598335, "loss_cls": 0.04156691656680778, "loss_rpn_cls": 0.0005177498279635984, "loss_rpn_loc": 0.0015646148367522983, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.550959300249815, "total_loss": 0.05205949145408795}
{"data_time": 0.004147562198340893, "eta_seconds": 2951.2573865237646, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4330357142857143, "fast_rcnn/fg_cls_accuracy": 0.5669642857142857, "iteration": 234539, "loss_box_reg": 0.007313940208405256, "loss_cls": 0.04130615293979645, "loss_rpn_cls": 0.0006271435762528199, "loss_rpn_loc": 0.0019546762905520154, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5392341478727758, "total_loss": 0.05303546714367258}
{"data_time": 0.003880108240991831, "eta_seconds": 2940.4488994828425, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.46640316205533594, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 234559, "loss_box_reg": 0.006490128114819527, "loss_cls": 0.04172474367078394, "loss_rpn_cls": 0.0008740281871268962, "loss_rpn_loc": 0.0023975519798113964, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5414733621291816, "total_loss": 0.05284655214927625}
{"data_time": 0.004135762341320515, "eta_seconds": 2928.532737830188, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38255360623781676, "fast_rcnn/fg_cls_accuracy": 0.6174463937621832, "iteration": 234579, "loss_box_reg": 0.006418542849132791, "loss_cls": 0.041826585424132645, "loss_rpn_cls": 0.0009260353981517255, "loss_rpn_loc": 0.0018332646668568486, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5389428846538067, "total_loss": 0.05061669315296058}
{"data_time": 0.003992842976003885, "eta_seconds": 2918.342406219803, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.22875816993464052, "fast_rcnn/fg_cls_accuracy": 0.7418300653594772, "iteration": 234599, "loss_box_reg": 0.0061565457144752145, "loss_cls": 0.04070908355060965, "loss_rpn_cls": 0.0005249994896985299, "loss_rpn_loc": 0.001656477470532991, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5347019559703767, "total_loss": 0.05188627064097773}
{"data_time": 0.0044657220132648945, "eta_seconds": 2908.0234383600764, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4852941176470588, "fast_rcnn/fg_cls_accuracy": 0.5147058823529411, "iteration": 234619, "loss_box_reg": 0.007116028340533376, "loss_cls": 0.040837042732164264, "loss_rpn_cls": 0.0006933526655075184, "loss_rpn_loc": 0.002121029245245154, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5413893279619515, "total_loss": 0.05122470103788146}
{"data_time": 0.004012400284409523, "eta_seconds": 2897.2149513191544, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34755067567567566, "fast_rcnn/fg_cls_accuracy": 0.6524493243243243, "iteration": 234639, "loss_box_reg": 0.006847407828900032, "loss_cls": 0.0408194605843164, "loss_rpn_cls": 0.000850009300265242, "loss_rpn_loc": 0.0018885547087847954, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5333341881632805, "total_loss": 0.05097842227780802}
{"data_time": 0.0037839547730982304, "eta_seconds": 2885.931689908728, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3840108401084011, "fast_rcnn/fg_cls_accuracy": 0.615989159891599, "iteration": 234659, "loss_box_reg": 0.006453770271036774, "loss_cls": 0.04182818275876343, "loss_rpn_cls": 0.0007373761441158422, "loss_rpn_loc": 0.0017225309602508787, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5329352482222021, "total_loss": 0.050094835989057174}
{"data_time": 0.004408666398376226, "eta_seconds": 2874.5107356566004, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.10606060606060606, "fast_rcnn/fg_cls_accuracy": 0.8341307814992025, "iteration": 234679, "loss_box_reg": 0.0071090432174969465, "loss_cls": 0.04367700545117259, "loss_rpn_cls": 0.0010788278664222162, "loss_rpn_loc": 0.0021188560294831404, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5342354481108487, "total_loss": 0.05594523150500663}
{"data_time": 0.004466408863663673, "eta_seconds": 2864.789490196388, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.47215397215397215, "fast_rcnn/fg_cls_accuracy": 0.5278460278460279, "iteration": 234699, "loss_box_reg": 0.006164137594169006, "loss_cls": 0.040150142507627606, "loss_rpn_cls": 0.0010378659491152575, "loss_rpn_loc": 0.0016097781463031424, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5464951228350401, "total_loss": 0.051988133613122045}
{"data_time": 0.0040662651881575584, "eta_seconds": 2854.183945108205, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.16666666666666666, "fast_rcnn/fg_cls_accuracy": 0.8333333333333334, "iteration": 234719, "loss_box_reg": 0.006869215954793617, "loss_cls": 0.04147762677166611, "loss_rpn_cls": 0.0005909470472715839, "loss_rpn_loc": 0.0019576125996536575, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5408904263749719, "total_loss": 0.05006504053028493}
{"data_time": 0.004515898413956165, "eta_seconds": 2842.704853137955, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.45095693779904306, "fast_rcnn/fg_cls_accuracy": 0.549043062200957, "iteration": 234739, "loss_box_reg": 0.006322799104964361, "loss_cls": 0.041881389217451215, "loss_rpn_cls": 0.0007077914158344356, "loss_rpn_loc": 0.0016632001315883826, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5419751480221748, "total_loss": 0.0500515746491601}
{"data_time": 0.004272061865776777, "eta_seconds": 2832.4303480577655, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3481917577796467, "fast_rcnn/fg_cls_accuracy": 0.6518082422203533, "iteration": 234759, "loss_box_reg": 0.0073024199809879065, "loss_cls": 0.04229853267315775, "loss_rpn_cls": 0.0006687115841259583, "loss_rpn_loc": 0.0017740797266014852, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402777255512774, "total_loss": 0.0534215119645296}
{"data_time": 0.004826756194233894, "eta_seconds": 2819.857441094704, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.40212765957446805, "fast_rcnn/fg_cls_accuracy": 0.597872340425532, "iteration": 234779, "loss_box_reg": 0.006289487064350396, "loss_cls": 0.039683155016973615, "loss_rpn_cls": 0.0007284975347374711, "loss_rpn_loc": 0.0015184188923740294, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5424985690042377, "total_loss": 0.048627034530454694}
{"data_time": 0.004358646925538778, "eta_seconds": 2808.4583723293617, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3923444976076555, "fast_rcnn/fg_cls_accuracy": 0.5653357531760436, "iteration": 234799, "loss_box_reg": 0.006705751540721394, "loss_cls": 0.03935731027740985, "loss_rpn_cls": 0.0009610777303805662, "loss_rpn_loc": 0.0019360564401722513, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5391441965475678, "total_loss": 0.04950733234784366}
{"data_time": 0.004323076922446489, "eta_seconds": 2797.5409397115, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.35416666666666663, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 234819, "loss_box_reg": 0.006845456999144517, "loss_cls": 0.039889373059850186, "loss_rpn_cls": 0.0011193892819747475, "loss_rpn_loc": 0.001812909835280152, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5399812450632453, "total_loss": 0.0502675945485862}
{"data_time": 0.004414589609950781, "eta_seconds": 2786.741708135698, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3648648648648649, "fast_rcnn/fg_cls_accuracy": 0.6351351351351351, "iteration": 234839, "loss_box_reg": 0.006273194987443276, "loss_cls": 0.03957193321548402, "loss_rpn_cls": 0.0006573081755050225, "loss_rpn_loc": 0.0019802319766313303, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5361471399664879, "total_loss": 0.049040257350839056}
{"data_time": 0.004440618213266134, "eta_seconds": 2775.8677561343648, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.35144927536231885, "fast_rcnn/fg_cls_accuracy": 0.633399209486166, "iteration": 234859, "loss_box_reg": 0.006681790255242959, "loss_cls": 0.04106604540720582, "loss_rpn_cls": 0.000608762920251138, "loss_rpn_loc": 0.0019432284134381916, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5407647797837853, "total_loss": 0.050812150712317816}
{"data_time": 0.004453776404261589, "eta_seconds": 2764.958205570001, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3076923076923077, "fast_rcnn/fg_cls_accuracy": 0.6107226107226107, "iteration": 234879, "loss_box_reg": 0.0075231904338579625, "loss_cls": 0.04115476680453867, "loss_rpn_cls": 0.0009543401885139247, "loss_rpn_loc": 0.002196711768192472, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5375065612606704, "total_loss": 0.052772123778083824}
{"data_time": 0.004029996693134308, "eta_seconds": 2754.159696663264, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.37797619047619047, "fast_rcnn/fg_cls_accuracy": 0.6220238095238095, "iteration": 234899, "loss_box_reg": 0.007089506951160729, "loss_cls": 0.044190490210894495, "loss_rpn_cls": 0.0004239377860812965, "loss_rpn_loc": 0.002588256378658116, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5436203703284264, "total_loss": 0.05445793175658764}
{"data_time": 0.004588708747178316, "eta_seconds": 2742.507805127185, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.43247126436781613, "fast_rcnn/fg_cls_accuracy": 0.5588809368900456, "iteration": 234919, "loss_box_reg": 0.005940600822214037, "loss_cls": 0.042105286207515746, "loss_rpn_cls": 0.0008099209030660859, "loss_rpn_loc": 0.001816750470425177, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5334203322418034, "total_loss": 0.052114302136715196}
{"data_time": 0.005018854048103094, "eta_seconds": 2731.7126553333364, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.33055555555555555, "fast_rcnn/fg_cls_accuracy": 0.6220238095238095, "iteration": 234939, "loss_box_reg": 0.006897254075738601, "loss_cls": 0.043246496468782425, "loss_rpn_cls": 0.0007195788942624404, "loss_rpn_loc": 0.0022455561738752294, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414481493644416, "total_loss": 0.05382305160227929}
{"data_time": 0.00485608633607626, "eta_seconds": 2720.02246359922, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.17274535809018568, "fast_rcnn/fg_cls_accuracy": 0.8272546419098143, "iteration": 234959, "loss_box_reg": 0.006682442952296697, "loss_cls": 0.03743495186790824, "loss_rpn_cls": 0.0010119027997177454, "loss_rpn_loc": 0.0016865112156665418, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5364156109280884, "total_loss": 0.04697455131164929}
{"data_time": 0.003731409553438425, "eta_seconds": 2709.2308648545295, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.45751633986928103, "fast_rcnn/fg_cls_accuracy": 0.542483660130719, "iteration": 234979, "loss_box_reg": 0.006958816476981156, "loss_cls": 0.04016018519178033, "loss_rpn_cls": 0.0006836494633262191, "loss_rpn_loc": 0.0023025335121928947, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.537751785479486, "total_loss": 0.050553727733699816}
{"data_time": 0.003999430686235428, "eta_seconds": 2697.023801168427, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4034914361001317, "fast_rcnn/fg_cls_accuracy": 0.5965085638998683, "iteration": 234999, "loss_box_reg": 0.006991947506321594, "loss_cls": 0.039439109328668565, "loss_rpn_cls": 0.0008510066442681818, "loss_rpn_loc": 0.0017319377930107294, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5312703405506909, "total_loss": 0.0510236466784022}
{"data_time": 0.004379959311336279, "eta_seconds": 2687.6476673651487, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.34755067567567566, "fast_rcnn/fg_cls_accuracy": 0.6046082949308755, "iteration": 235019, "loss_box_reg": 0.006939700891962275, "loss_cls": 0.04330482182558626, "loss_rpn_cls": 0.000872308315194914, "loss_rpn_loc": 0.0019206807082809974, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5466784653253853, "total_loss": 0.054776922395149086}
{"data_time": 0.0038942676037549973, "eta_seconds": 2677.162088993937, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5429824561403509, "fast_rcnn/fg_cls_accuracy": 0.4570175438596491, "iteration": 235039, "loss_box_reg": 0.006790289146010764, "loss_cls": 0.04400605522096157, "loss_rpn_cls": 0.0006553766389743032, "loss_rpn_loc": 0.0022418882963393116, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5445043109357357, "total_loss": 0.055264626114421844}
{"data_time": 0.004377611447125673, "eta_seconds": 2665.6018576067872, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3482905982905983, "fast_rcnn/fg_cls_accuracy": 0.6348238482384825, "iteration": 235059, "loss_box_reg": 0.0065719414269551635, "loss_cls": 0.04280225501861423, "loss_rpn_cls": 0.0012264780932440544, "loss_rpn_loc": 0.0018062145172734745, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5390542270615697, "total_loss": 0.05302887368583242}
{"data_time": 0.004445463418960571, "eta_seconds": 2654.812131407205, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.391260162601626, "fast_rcnn/fg_cls_accuracy": 0.608739837398374, "iteration": 235079, "loss_box_reg": 0.006837386259576306, "loss_cls": 0.04130724910646677, "loss_rpn_cls": 0.000773494739405578, "loss_rpn_loc": 0.0016654033952363534, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5391845307312906, "total_loss": 0.05051408282861303}
{"data_time": 0.0045798164792358875, "eta_seconds": 2644.022405207623, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5088682432432432, "fast_rcnn/fg_cls_accuracy": 0.4776869893148963, "iteration": 235099, "loss_box_reg": 0.006817486631916836, "loss_cls": 0.04244141236995347, "loss_rpn_cls": 0.001025576315953458, "loss_rpn_loc": 0.0017786233256629203, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5324166528880596, "total_loss": 0.052667496320765395}
{"data_time": 0.004057070706039667, "eta_seconds": 2632.308173066005, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.5492063492063493, "fast_rcnn/fg_cls_accuracy": 0.4103896103896104, "iteration": 235119, "loss_box_reg": 0.006955489414394833, "loss_cls": 0.042841845424845815, "loss_rpn_cls": 0.0008626088414303013, "loss_rpn_loc": 0.0016890761980903335, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5350569379515946, "total_loss": 0.052811577044110436}
{"data_time": 0.004867898765951395, "eta_seconds": 2620.3827400654554, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.07179054054054054, "fast_rcnn/fg_cls_accuracy": 0.9282094594594594, "iteration": 235139, "loss_box_reg": 0.007045524500426836, "loss_cls": 0.040437597199343145, "loss_rpn_cls": 0.00038355689389391046, "loss_rpn_loc": 0.0019556571132852696, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5414957487955689, "total_loss": 0.050601719940061685}
{"data_time": 0.00458673108369112, "eta_seconds": 2610.086953372229, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777777, "iteration": 235159, "loss_box_reg": 0.006085996355977841, "loss_cls": 0.04027358739404008, "loss_rpn_cls": 0.0006380953527269639, "loss_rpn_loc": 0.001985652208531974, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5372903626412153, "total_loss": 0.049957540513105414}
{"data_time": 0.00449265306815505, "eta_seconds": 2599.9503590147942, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.255, "fast_rcnn/fg_cls_accuracy": 0.745, "iteration": 235179, "loss_box_reg": 0.0067078662978019565, "loss_cls": 0.042067886563017964, "loss_rpn_cls": 0.0010222110672089002, "loss_rpn_loc": 0.0019197124856873415, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5425496762618423, "total_loss": 0.053311464158241506}
{"data_time": 0.004236249253153801, "eta_seconds": 2588.520442706067, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38235294117647056, "fast_rcnn/fg_cls_accuracy": 0.6176470588235294, "iteration": 235199, "loss_box_reg": 0.0060646125639323145, "loss_cls": 0.04050921613816172, "loss_rpn_cls": 0.0009833738165525574, "loss_rpn_loc": 0.0022459639949374832, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5366002502851188, "total_loss": 0.05205442077397038}
{"data_time": 0.0044604092836380005, "eta_seconds": 2577.737187372986, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 235219, "loss_box_reg": 0.006996617841650732, "loss_cls": 0.04203643021173775, "loss_rpn_cls": 0.0011723031324208932, "loss_rpn_loc": 0.0017577737489773426, "lr": 0.001, "roi_head/num_bg_samples": 492.0, "roi_head/num_fg_samples": 20.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5446311631239951, "total_loss": 0.05257484104129162}
{"data_time": 0.00406008493155241, "eta_seconds": 2565.6624131072313, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.251414204902577, "fast_rcnn/fg_cls_accuracy": 0.7485857950974231, "iteration": 235239, "loss_box_reg": 0.005938125861575827, "loss_cls": 0.04101690254174173, "loss_rpn_cls": 0.0008159674014223128, "loss_rpn_loc": 0.0015499094752158271, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5324404374696314, "total_loss": 0.04929723197210478}
{"data_time": 0.004445750266313553, "eta_seconds": 2554.8845831844956, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37550607287449395, "fast_rcnn/fg_cls_accuracy": 0.611336032388664, "iteration": 235259, "loss_box_reg": 0.006925944297108799, "loss_cls": 0.04161416878923774, "loss_rpn_cls": 0.0006140331050801251, "loss_rpn_loc": 0.0019012352004210697, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5331834647804499, "total_loss": 0.05180501389565961}
{"data_time": 0.003977014217525721, "eta_seconds": 2544.10675326176, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4519519519519519, "fast_rcnn/fg_cls_accuracy": 0.5333333333333333, "iteration": 235279, "loss_box_reg": 0.0066398875787854195, "loss_cls": 0.03994235486607067, "loss_rpn_cls": 0.0005163962388223808, "loss_rpn_loc": 0.0017609913847991265, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5372442626394331, "total_loss": 0.050998068712715394}
{"data_time": 0.0043443492613732815, "eta_seconds": 2534.6041660406627, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.5513392857142857, "fast_rcnn/fg_cls_accuracy": 0.4486607142857143, "iteration": 235299, "loss_box_reg": 0.00689262748346664, "loss_cls": 0.041973099345341325, "loss_rpn_cls": 0.0008271756681494935, "loss_rpn_loc": 0.0020079733894817764, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5413534254767001, "total_loss": 0.05204075088249738}
{"data_time": 0.004335654899477959, "eta_seconds": 2523.820910707582, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.31656346749226005, "fast_rcnn/fg_cls_accuracy": 0.68343653250774, "iteration": 235319, "loss_box_reg": 0.007103881885996088, "loss_cls": 0.041268235188908875, "loss_rpn_cls": 0.0010443622491038695, "loss_rpn_loc": 0.002076397169730626, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5366738960146904, "total_loss": 0.0521328301257995}
{"data_time": 0.003909445367753506, "eta_seconds": 2513.662854878232, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 235339, "loss_box_reg": 0.0062825569184497, "loss_cls": 0.042230452760122716, "loss_rpn_cls": 0.0008624467981235284, "loss_rpn_loc": 0.0017039467020367738, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402699876576662, "total_loss": 0.051370037829229886}
{"data_time": 0.004322330467402935, "eta_seconds": 2502.8769168611616, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3788961038961039, "fast_rcnn/fg_cls_accuracy": 0.6068181818181818, "iteration": 235359, "loss_box_reg": 0.00621631377725862, "loss_cls": 0.04005284991580993, "loss_rpn_cls": 0.0006162320366911445, "loss_rpn_loc": 0.002096597885611118, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5448703193105757, "total_loss": 0.04774744881967763}
{"data_time": 0.004852334503084421, "eta_seconds": 2492.0909788440913, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2911255411255411, "fast_rcnn/fg_cls_accuracy": 0.7088744588744589, "iteration": 235379, "loss_box_reg": 0.006548052857397124, "loss_cls": 0.03923816466704011, "loss_rpn_cls": 0.0010148470552167055, "loss_rpn_loc": 0.0018134723250113893, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539640786126256, "total_loss": 0.048811175158675724}
{"data_time": 0.004516882821917534, "eta_seconds": 2480.6878893752582, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.22045454545454546, "fast_rcnn/fg_cls_accuracy": 0.7495454545454545, "iteration": 235399, "loss_box_reg": 0.005690232821507379, "loss_cls": 0.039418497995939106, "loss_rpn_cls": 0.0005270335386740044, "loss_rpn_loc": 0.0023233212650666246, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5400387635454535, "total_loss": 0.04773415590469199}
{"data_time": 0.004380540922284126, "eta_seconds": 2471.030726011377, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.2898981324278438, "fast_rcnn/fg_cls_accuracy": 0.7101018675721562, "iteration": 235419, "loss_box_reg": 0.0064732815662864596, "loss_cls": 0.0434527697507292, "loss_rpn_cls": 0.0007269491637202918, "loss_rpn_loc": 0.002184773991757538, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5461756773293018, "total_loss": 0.05321254771808981}
{"data_time": 0.004436882678419352, "eta_seconds": 2459.7331647928804, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.25040322580645163, "fast_rcnn/fg_cls_accuracy": 0.7495967741935483, "iteration": 235439, "loss_box_reg": 0.0069553965004161, "loss_cls": 0.04131054363097064, "loss_rpn_cls": 0.0009715771635683268, "loss_rpn_loc": 0.0021746127495134715, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5426213419996202, "total_loss": 0.051095011746383534}
{"data_time": 0.004647098481655121, "eta_seconds": 2447.212636149954, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2855274629468178, "fast_rcnn/fg_cls_accuracy": 0.6440092165898618, "iteration": 235459, "loss_box_reg": 0.007300544413737953, "loss_cls": 0.04282220749882981, "loss_rpn_cls": 0.0009320256888258882, "loss_rpn_loc": 0.002129983444319805, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5327758993953466, "total_loss": 0.05346575780322382}
{"data_time": 0.0037184646353125572, "eta_seconds": 2437.1014951318502, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.35749385749385754, "fast_rcnn/fg_cls_accuracy": 0.6425061425061425, "iteration": 235479, "loss_box_reg": 0.006162868201499805, "loss_cls": 0.041038429946638644, "loss_rpn_cls": 0.0006543610981566417, "loss_rpn_loc": 0.002464080862409901, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5423823432065547, "total_loss": 0.051276478698468964}
{"data_time": 0.003808084409683943, "eta_seconds": 2426.3202454298735, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24137931034482757, "fast_rcnn/fg_cls_accuracy": 0.7586206896551724, "iteration": 235499, "loss_box_reg": 0.006449104024795815, "loss_cls": 0.04078684656997211, "loss_rpn_cls": 0.000494652185295763, "loss_rpn_loc": 0.0018107246469298843, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5364325297996402, "total_loss": 0.04990251278672986}
{"data_time": 0.0038953949697315693, "eta_seconds": 2413.8132915841416, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.48237367802585196, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 235519, "loss_box_reg": 0.0071578566858079284, "loss_cls": 0.04171040398068726, "loss_rpn_cls": 0.0007486721829081944, "loss_rpn_loc": 0.001801704916942981, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5312739848159254, "total_loss": 0.0512883537644484}
{"data_time": 0.004637023434042931, "eta_seconds": 2403.373221808579, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3548664944013781, "fast_rcnn/fg_cls_accuracy": 0.6451335055986218, "iteration": 235539, "loss_box_reg": 0.0069855474575888366, "loss_cls": 0.03784507710952312, "loss_rpn_cls": 0.0012719850825817502, "loss_rpn_loc": 0.002132253212039359, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5437538088299334, "total_loss": 0.04881363072016143}
{"data_time": 0.004085271619260311, "eta_seconds": 2393.268970876001, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.38095238095238093, "fast_rcnn/fg_cls_accuracy": 0.6190476190476191, "iteration": 235559, "loss_box_reg": 0.00647937404573895, "loss_cls": 0.041159482672810555, "loss_rpn_cls": 0.0009017572540415131, "loss_rpn_loc": 0.001729338266159175, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5453426148742437, "total_loss": 0.050482738691698614}
{"data_time": 0.00466722808778286, "eta_seconds": 2381.8231368786655, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3831908831908832, "fast_rcnn/fg_cls_accuracy": 0.5192307692307692, "iteration": 235579, "loss_box_reg": 0.006393425021087751, "loss_cls": 0.041160305438097566, "loss_rpn_cls": 0.0007945773123196886, "loss_rpn_loc": 0.0020689461161964573, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5372185222804546, "total_loss": 0.050813643464607594}
{"data_time": 0.004307955503463745, "eta_seconds": 2371.048094413709, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3238423028785983, "fast_rcnn/fg_cls_accuracy": 0.6085106382978723, "iteration": 235599, "loss_box_reg": 0.006026063056197017, "loss_cls": 0.0434302247595042, "loss_rpn_cls": 0.0008421200634529669, "loss_rpn_loc": 0.0015797710184415337, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5354241523891687, "total_loss": 0.052701343059538885}
{"data_time": 0.003761572763323784, "eta_seconds": 2359.945554659702, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1767001114827202, "fast_rcnn/fg_cls_accuracy": 0.7852564102564102, "iteration": 235619, "loss_box_reg": 0.006601418470381759, "loss_cls": 0.041275856900028884, "loss_rpn_cls": 0.0007930613646749407, "loss_rpn_loc": 0.0017797247892303858, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5364338071085513, "total_loss": 0.05031143059932219}
{"data_time": 0.004449628759175539, "eta_seconds": 2349.358953954652, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.45178571428571423, "fast_rcnn/fg_cls_accuracy": 0.5482142857142858, "iteration": 235639, "loss_box_reg": 0.006838944100309163, "loss_cls": 0.041741365916095674, "loss_rpn_cls": 0.0009788659920104692, "loss_rpn_loc": 0.0014824702029727632, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5393302883021533, "total_loss": 0.05223551650880154}
{"data_time": 0.0038354196585714817, "eta_seconds": 2339.3786540357396, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2628700128700129, "fast_rcnn/fg_cls_accuracy": 0.7371299871299871, "iteration": 235659, "loss_box_reg": 0.006927454116521403, "loss_cls": 0.040495109860785306, "loss_rpn_cls": 0.0007147426128142342, "loss_rpn_loc": 0.0021524702533497475, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5414382615126669, "total_loss": 0.051763069042976895}
{"data_time": 0.0043196771293878555, "eta_seconds": 2327.8101444710046, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.46590909090909094, "fast_rcnn/fg_cls_accuracy": 0.5340909090909091, "iteration": 235679, "loss_box_reg": 0.0066213663667440414, "loss_cls": 0.0412700732704252, "loss_rpn_cls": 0.0006225952229215181, "loss_rpn_loc": 0.0015346346590376925, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5341924703679979, "total_loss": 0.05083508903399547}
{"data_time": 0.004328788723796606, "eta_seconds": 2316.85136512015, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.18118466898954705, "fast_rcnn/fg_cls_accuracy": 0.8188153310104529, "iteration": 235699, "loss_box_reg": 0.007218193844892085, "loss_cls": 0.04215752414893359, "loss_rpn_cls": 0.0008453092232798554, "loss_rpn_loc": 0.002023397584707709, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5359650673344731, "total_loss": 0.05372141921327511}
{"data_time": 0.00408784719184041, "eta_seconds": 2305.40841773618, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40727272727272723, "fast_rcnn/fg_cls_accuracy": 0.5727272727272728, "iteration": 235719, "loss_box_reg": 0.006904025853145868, "loss_cls": 0.044154295697808266, "loss_rpn_cls": 0.0009114010224493541, "loss_rpn_loc": 0.0016065550735220313, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5364094190299511, "total_loss": 0.05511593695837291}
{"data_time": 0.00400896742939949, "eta_seconds": 2294.4709116132, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25227272727272726, "fast_rcnn/fg_cls_accuracy": 0.7477272727272728, "iteration": 235739, "loss_box_reg": 0.0070142865006346256, "loss_cls": 0.03952666051918641, "loss_rpn_cls": 0.0005589661449221239, "loss_rpn_loc": 0.0017408269668521825, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5377779426053166, "total_loss": 0.04869715389367002}
{"data_time": 0.004208942875266075, "eta_seconds": 2283.7012757924385, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.27211538461538465, "fast_rcnn/fg_cls_accuracy": 0.7017857142857142, "iteration": 235759, "loss_box_reg": 0.007188367730122991, "loss_cls": 0.036363847815664485, "loss_rpn_cls": 0.0004896060335113361, "loss_rpn_loc": 0.0018983375193784013, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.545094030443579, "total_loss": 0.04634146614387191}
{"data_time": 0.003927257377654314, "eta_seconds": 2272.931639971677, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 235779, "loss_box_reg": 0.007176199753303081, "loss_cls": 0.04204364673933014, "loss_rpn_cls": 0.0007756699874335027, "loss_rpn_loc": 0.0019805817282758653, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5391805884428322, "total_loss": 0.05117088484928445}
{"data_time": 0.004609406925737858, "eta_seconds": 2261.768136127852, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3939393939393939, "fast_rcnn/fg_cls_accuracy": 0.606060606060606, "iteration": 235799, "loss_box_reg": 0.006211773143149912, "loss_cls": 0.04263931908644736, "loss_rpn_cls": 0.001203244250291391, "loss_rpn_loc": 0.0021336804438760737, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.532110168132931, "total_loss": 0.05378982859633652}
{"data_time": 0.004002946894615889, "eta_seconds": 2251.000375422649, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.45324283559577677, "fast_rcnn/fg_cls_accuracy": 0.5082956259426847, "iteration": 235819, "loss_box_reg": 0.006428557186154649, "loss_cls": 0.03930078900884837, "loss_rpn_cls": 0.0011175917160244353, "loss_rpn_loc": 0.0020709530654130504, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5419722064398229, "total_loss": 0.04889850116367711}
{"data_time": 0.0038646566681563854, "eta_seconds": 2240.2326147174463, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40325077399380804, "fast_rcnn/fg_cls_accuracy": 0.5798319327731092, "iteration": 235839, "loss_box_reg": 0.006387599787558429, "loss_cls": 0.03995570458937436, "loss_rpn_cls": 0.0008447548992762677, "loss_rpn_loc": 0.0015366000679932768, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5370431956835091, "total_loss": 0.04922692223215108}
{"data_time": 0.004740205127745867, "eta_seconds": 2229.7501561404206, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.265, "fast_rcnn/fg_cls_accuracy": 0.7171428571428571, "iteration": 235859, "loss_box_reg": 0.006124371735495515, "loss_cls": 0.042626389127690345, "loss_rpn_cls": 0.000552380446265488, "loss_rpn_loc": 0.002011182319620275, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5439698984846473, "total_loss": 0.052830672570962633}
{"data_time": 0.0043600574135780334, "eta_seconds": 2219.12369441567, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.36363636363636365, "fast_rcnn/fg_cls_accuracy": 0.6363636363636365, "iteration": 235879, "loss_box_reg": 0.006472096312791109, "loss_cls": 0.041012942092493176, "loss_rpn_cls": 0.00039463641007841943, "loss_rpn_loc": 0.001675643270573346, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.537007562816143, "total_loss": 0.05020484905315925}
{"data_time": 0.004307893104851246, "eta_seconds": 2208.1927648968995, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.49324324324324326, "fast_rcnn/fg_cls_accuracy": 0.5067567567567568, "iteration": 235899, "loss_box_reg": 0.006996714204433374, "loss_cls": 0.041058012284338474, "loss_rpn_cls": 0.00047045375043808235, "loss_rpn_loc": 0.0017347331558994483, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 249.5, "rpn/num_pos_anchors": 6.5, "time": 0.5348073057830334, "total_loss": 0.05206879813744081}
{"data_time": 0.004296229220926762, "eta_seconds": 2198.060603563674, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2572843822843823, "fast_rcnn/fg_cls_accuracy": 0.6818181818181819, "iteration": 235919, "loss_box_reg": 0.006360888946801424, "loss_cls": 0.04204420652240515, "loss_rpn_cls": 0.0010937991614810016, "loss_rpn_loc": 0.0014714514873048756, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420994749292731, "total_loss": 0.05289438938740432}
{"data_time": 0.004086761269718409, "eta_seconds": 2187.098252081778, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3631465517241379, "fast_rcnn/fg_cls_accuracy": 0.6368534482758621, "iteration": 235939, "loss_box_reg": 0.007210729410871863, "loss_cls": 0.04238550248555839, "loss_rpn_cls": 0.0009229945181914445, "loss_rpn_loc": 0.0019169015686202329, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.538623308762908, "total_loss": 0.052291527946692895}
{"data_time": 0.004534814972430468, "eta_seconds": 2176.5162702770904, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4327485380116959, "fast_rcnn/fg_cls_accuracy": 0.5672514619883041, "iteration": 235959, "loss_box_reg": 0.006506060773972422, "loss_cls": 0.04112260483088903, "loss_rpn_cls": 0.0005325901205424088, "loss_rpn_loc": 0.0020925178869219963, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5381473703309894, "total_loss": 0.050834945990288816}
{"data_time": 0.004394726362079382, "eta_seconds": 2166.021701731719, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4772727272727273, "fast_rcnn/fg_cls_accuracy": 0.5227272727272727, "iteration": 235979, "loss_box_reg": 0.006369021924911067, "loss_cls": 0.039168666291516274, "loss_rpn_cls": 0.0009251419505744707, "loss_rpn_loc": 0.0016182491017389111, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5490038455463946, "total_loss": 0.04935949278637963}
{"data_time": 0.003970764577388763, "eta_seconds": 2156.0369060346857, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3328591749644381, "fast_rcnn/fg_cls_accuracy": 0.6671408250355619, "iteration": 235999, "loss_box_reg": 0.006640428342507221, "loss_cls": 0.03835531297954731, "loss_rpn_cls": 0.0005904282272695127, "loss_rpn_loc": 0.0024627610146126244, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.543126848526299, "total_loss": 0.0481922520233411}
{"data_time": 0.004356870427727699, "eta_seconds": 2144.467619998846, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.31777003484320554, "fast_rcnn/fg_cls_accuracy": 0.6822299651567945, "iteration": 236019, "loss_box_reg": 0.006556935841217637, "loss_cls": 0.04129247349919751, "loss_rpn_cls": 0.0006993206400238705, "loss_rpn_loc": 0.0015811966022738488, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5379313407465816, "total_loss": 0.05190842566094034}
{"data_time": 0.0041170730255544186, "eta_seconds": 2133.4276037039235, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.35357142857142854, "fast_rcnn/fg_cls_accuracy": 0.6464285714285715, "iteration": 236039, "loss_box_reg": 0.006381074519595131, "loss_cls": 0.040762269345577806, "loss_rpn_cls": 0.0009201583966387261, "loss_rpn_loc": 0.0016825197672005743, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5387439178302884, "total_loss": 0.051327095470696804}
{"data_time": 0.004283501300960779, "eta_seconds": 2122.4708720645867, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5345864661654135, "fast_rcnn/fg_cls_accuracy": 0.45225563909774436, "iteration": 236059, "loss_box_reg": 0.00683503964683041, "loss_cls": 0.03936609660740942, "loss_rpn_cls": 0.0006956650186111801, "loss_rpn_loc": 0.0015318413024942856, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5416000178083777, "total_loss": 0.05142381635218385}
{"data_time": 0.003998147789388895, "eta_seconds": 2111.88327041734, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3853530950305144, "fast_rcnn/fg_cls_accuracy": 0.6146469049694856, "iteration": 236079, "loss_box_reg": 0.007312226050999016, "loss_cls": 0.04289591676206328, "loss_rpn_cls": 0.0006188979527905758, "loss_rpn_loc": 0.0015176035649346886, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5424475236795843, "total_loss": 0.053334151476519764}
{"data_time": 0.004011207725852728, "eta_seconds": 2101.1111037740484, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.47559523809523807, "fast_rcnn/fg_cls_accuracy": 0.5244047619047619, "iteration": 236099, "loss_box_reg": 0.007596858573378995, "loss_cls": 0.043942584889009595, "loss_rpn_cls": 0.000692148721554986, "loss_rpn_loc": 0.0016629212877887767, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.533239705953747, "total_loss": 0.05389469423994342}
{"data_time": 0.004340345971286297, "eta_seconds": 2090.3389371307567, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4230769230769231, "fast_rcnn/fg_cls_accuracy": 0.5769230769230769, "iteration": 236119, "loss_box_reg": 0.006106855653342791, "loss_cls": 0.03992603300139308, "loss_rpn_cls": 0.0006935689116289723, "loss_rpn_loc": 0.0021832086058566347, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405858005397022, "total_loss": 0.0480319475863098}
{"data_time": 0.004195953719317913, "eta_seconds": 2079.385952053126, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29563492063492064, "fast_rcnn/fg_cls_accuracy": 0.7043650793650793, "iteration": 236139, "loss_box_reg": 0.0064643455552868545, "loss_cls": 0.03737685771193355, "loss_rpn_cls": 0.0006083949073172334, "loss_rpn_loc": 0.0017061877551896032, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5375691689550877, "total_loss": 0.04857353369294515}
{"data_time": 0.004597523715347052, "eta_seconds": 2068.75998897152, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.23787878787878788, "fast_rcnn/fg_cls_accuracy": 0.7587878787878788, "iteration": 236159, "loss_box_reg": 0.0073379055538680404, "loss_cls": 0.0409537882078439, "loss_rpn_cls": 0.0007172138452631316, "loss_rpn_loc": 0.0022079850514273858, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.537960269022733, "total_loss": 0.05317046972038497}
{"data_time": 0.004219376016408205, "eta_seconds": 2058.1069304295816, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.38431590656284764, "fast_rcnn/fg_cls_accuracy": 0.5458620689655173, "iteration": 236179, "loss_box_reg": 0.0066318266035523266, "loss_cls": 0.03981302562169731, "loss_rpn_cls": 0.0008615142054964053, "loss_rpn_loc": 0.0017646589076321106, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5405377694405615, "total_loss": 0.05026244032160321}
{"data_time": 0.00421544536948204, "eta_seconds": 2047.5941827003844, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4075, "fast_rcnn/fg_cls_accuracy": 0.5925, "iteration": 236199, "loss_box_reg": 0.006505602170364, "loss_cls": 0.04215281875804067, "loss_rpn_cls": 0.00052474991099416, "loss_rpn_loc": 0.0015357782922365004, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5399016872979701, "total_loss": 0.05106915172433446}
{"data_time": 0.003694348968565464, "eta_seconds": 2037.1812625867315, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3892005610098177, "fast_rcnn/fg_cls_accuracy": 0.6107994389901823, "iteration": 236219, "loss_box_reg": 0.006443312173360027, "loss_cls": 0.04246772231999785, "loss_rpn_cls": 0.0006094129963116757, "loss_rpn_loc": 0.0023714123672107235, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5442449268884957, "total_loss": 0.05202103475730269}
{"data_time": 0.004436902701854706, "eta_seconds": 2026.7822762401775, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.44655797101449274, "fast_rcnn/fg_cls_accuracy": 0.5534420289855072, "iteration": 236239, "loss_box_reg": 0.006575539577170275, "loss_cls": 0.04297267057700083, "loss_rpn_cls": 0.0005006189876439748, "loss_rpn_loc": 0.0017494179410277866, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5378443184308708, "total_loss": 0.052890440895907886}
{"data_time": 0.00475887767970562, "eta_seconds": 2016.2213446595706, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3729946524064171, "fast_rcnn/fg_cls_accuracy": 0.6270053475935828, "iteration": 236259, "loss_box_reg": 0.007090307117323391, "loss_cls": 0.04269599064718932, "loss_rpn_cls": 0.0009774619070412882, "loss_rpn_loc": 0.0020237173848727252, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5376299181953073, "total_loss": 0.05251640079421804}
{"data_time": 0.0037505924701690674, "eta_seconds": 2005.7850587568246, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.44957983193277307, "fast_rcnn/fg_cls_accuracy": 0.5504201680672269, "iteration": 236279, "loss_box_reg": 0.006649346061749384, "loss_cls": 0.041445342591032386, "loss_rpn_cls": 0.00075508938425628, "loss_rpn_loc": 0.0017713485467538703, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5451678028330207, "total_loss": 0.05047090269238197}
{"data_time": 0.004614701960235834, "eta_seconds": 1994.8131673024036, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39230769230769236, "fast_rcnn/fg_cls_accuracy": 0.6076923076923078, "iteration": 236299, "loss_box_reg": 0.006454754577134736, "loss_cls": 0.03959145105909556, "loss_rpn_cls": 0.0005111366936034756, "loss_rpn_loc": 0.0019864925779984333, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5366172129288316, "total_loss": 0.04917748017075496}
{"data_time": 0.00411623390391469, "eta_seconds": 1984.1388062783517, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36397058823529416, "fast_rcnn/fg_cls_accuracy": 0.6360294117647058, "iteration": 236319, "loss_box_reg": 0.007070164399920031, "loss_cls": 0.04353817453375086, "loss_rpn_cls": 0.0008299909915194803, "loss_rpn_loc": 0.0020423963214852847, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5380881656892598, "total_loss": 0.053519808530609225}
{"data_time": 0.004815666936337948, "eta_seconds": 1972.892824598588, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4493023255813954, "fast_rcnn/fg_cls_accuracy": 0.5506976744186047, "iteration": 236339, "loss_box_reg": 0.007411346101434901, "loss_cls": 0.04285323282238096, "loss_rpn_cls": 0.0008613987130274836, "loss_rpn_loc": 0.0014973699417168973, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5235391058959067, "total_loss": 0.05383516705785496}
{"data_time": 0.0042598736472427845, "eta_seconds": 1961.7500600577332, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.1608187134502924, "fast_rcnn/fg_cls_accuracy": 0.8260233918128654, "iteration": 236359, "loss_box_reg": 0.0065568230202188715, "loss_cls": 0.03867292532231659, "loss_rpn_cls": 0.0005761009908837877, "loss_rpn_loc": 0.0020371371902001556, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368273402564228, "total_loss": 0.04837841587817593}
{"data_time": 0.004157930612564087, "eta_seconds": 1950.8108441401273, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.43189964157706096, "fast_rcnn/fg_cls_accuracy": 0.5444444444444445, "iteration": 236379, "loss_box_reg": 0.006874966973555274, "loss_cls": 0.04466700251214206, "loss_rpn_cls": 0.0008559876451954551, "loss_rpn_loc": 0.001866461911049555, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5386878522112966, "total_loss": 0.05537312223270874}
{"data_time": 0.0042578126303851604, "eta_seconds": 1939.496152118314, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.42719298245614035, "fast_rcnn/fg_cls_accuracy": 0.5536036036036036, "iteration": 236399, "loss_box_reg": 0.006808906298829243, "loss_cls": 0.0408273302600719, "loss_rpn_cls": 0.0005087492554594064, "loss_rpn_loc": 0.0014565420515282312, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5356695428490639, "total_loss": 0.051046565417777856}
{"data_time": 0.004597218241542578, "eta_seconds": 1928.5887320130132, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.18, "fast_rcnn/fg_cls_accuracy": 0.8200000000000001, "iteration": 236419, "loss_box_reg": 0.006264098716201261, "loss_cls": 0.04066239373059943, "loss_rpn_cls": 0.0004714372478247242, "loss_rpn_loc": 0.001591332280440838, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.541113892570138, "total_loss": 0.05107012204143757}
{"data_time": 0.0045759472995996475, "eta_seconds": 1917.656697798986, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4775828460038986, "fast_rcnn/fg_cls_accuracy": 0.5224171539961013, "iteration": 236439, "loss_box_reg": 0.006527067249407992, "loss_cls": 0.04028777370695025, "loss_rpn_cls": 0.00040105466223394615, "loss_rpn_loc": 0.001909229941702506, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5468103275634348, "total_loss": 0.048205337487274846}
{"data_time": 0.004010890610516071, "eta_seconds": 1906.5546290632337, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38367346938775515, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 236459, "loss_box_reg": 0.006442654033889994, "loss_cls": 0.04110397084150463, "loss_rpn_cls": 0.0007968961236883843, "loss_rpn_loc": 0.001790446971426718, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5343715492635965, "total_loss": 0.0512452189175292}
{"data_time": 0.004169067833572626, "eta_seconds": 1896.1160440747626, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4766734279918864, "fast_rcnn/fg_cls_accuracy": 0.5233265720081136, "iteration": 236479, "loss_box_reg": 0.007127108197892085, "loss_cls": 0.043572592723648995, "loss_rpn_cls": 0.0005218449909705214, "loss_rpn_loc": 0.0018981249077114626, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5445418036542833, "total_loss": 0.05552856083693314}
{"data_time": 0.003897659946233034, "eta_seconds": 1885.8070066161454, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3343629343629344, "fast_rcnn/fg_cls_accuracy": 0.6656370656370656, "iteration": 236499, "loss_box_reg": 0.005986589065287262, "loss_cls": 0.04061935207573697, "loss_rpn_cls": 0.0006065550078631077, "loss_rpn_loc": 0.0019105460578430211, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5408167960122228, "total_loss": 0.04958461517196611}
{"data_time": 0.00408073840662837, "eta_seconds": 1875.4512603855692, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4280523255813954, "fast_rcnn/fg_cls_accuracy": 0.5719476744186047, "iteration": 236519, "loss_box_reg": 0.0065776724950410426, "loss_cls": 0.042501783347688615, "loss_rpn_cls": 0.0007466929698694003, "loss_rpn_loc": 0.0021883727094973437, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5393895353190601, "total_loss": 0.0526027074328681}
{"data_time": 0.004126707557588816, "eta_seconds": 1863.961351995822, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2626984126984127, "fast_rcnn/fg_cls_accuracy": 0.7373015873015873, "iteration": 236539, "loss_box_reg": 0.00617865365347825, "loss_cls": 0.04039525572443381, "loss_rpn_cls": 0.0005521124137430888, "loss_rpn_loc": 0.0021699812859878875, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5320120095275342, "total_loss": 0.04987131152518032}
{"data_time": 0.00417714100331068, "eta_seconds": 1852.7123633455485, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2594670406732118, "fast_rcnn/fg_cls_accuracy": 0.6751207729468599, "iteration": 236559, "loss_box_reg": 0.0066556795936776325, "loss_cls": 0.04380735079757869, "loss_rpn_cls": 0.0006222496654686438, "loss_rpn_loc": 0.0017386330309818732, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5381934894248843, "total_loss": 0.05311071553910551}
{"data_time": 0.004144829697906971, "eta_seconds": 1841.3750003403984, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3099472990777339, "fast_rcnn/fg_cls_accuracy": 0.6411943319838057, "iteration": 236579, "loss_box_reg": 0.006663906402536668, "loss_cls": 0.042581427667755634, "loss_rpn_cls": 0.0007976197379093719, "loss_rpn_loc": 0.0017990624601225136, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5333599471487105, "total_loss": 0.05260034081243248}
{"data_time": 0.004198695067316294, "eta_seconds": 1830.3650436620228, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4594594594594595, "fast_rcnn/fg_cls_accuracy": 0.5405405405405406, "iteration": 236599, "loss_box_reg": 0.006709659544867463, "loss_cls": 0.0411568193230778, "loss_rpn_cls": 0.0005074867788152915, "loss_rpn_loc": 0.0014931101868569385, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5349774681963027, "total_loss": 0.05076302802996224}
{"data_time": 0.004029003903269768, "eta_seconds": 1820.984670465812, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6761904761904762, "iteration": 236619, "loss_box_reg": 0.006474430352682248, "loss_cls": 0.041064280550926924, "loss_rpn_cls": 0.0005699640031764375, "loss_rpn_loc": 0.0025242290103051346, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.54477972490713, "total_loss": 0.049782421230929685}
{"data_time": 0.004342543426901102, "eta_seconds": 1810.006221147254, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.40625, "fast_rcnn/fg_cls_accuracy": 0.59375, "iteration": 236639, "loss_box_reg": 0.00606941818841733, "loss_cls": 0.040902888402342796, "loss_rpn_cls": 0.0005620940145263376, "loss_rpn_loc": 0.0019810992325801635, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5363144972361624, "total_loss": 0.05060375944754014}
{"data_time": 0.0041210404597222805, "eta_seconds": 1799.440929910168, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.31176470588235294, "fast_rcnn/fg_cls_accuracy": 0.6882352941176471, "iteration": 236659, "loss_box_reg": 0.007031711400486529, "loss_cls": 0.04307904501911253, "loss_rpn_cls": 0.000851461445051882, "loss_rpn_loc": 0.00172395347544807, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5422353059984744, "total_loss": 0.05185088579534636}
{"data_time": 0.004193003289401531, "eta_seconds": 1787.9389567729086, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21921921921921922, "fast_rcnn/fg_cls_accuracy": 0.7807807807807807, "iteration": 236679, "loss_box_reg": 0.006762501099728979, "loss_cls": 0.0391506424639374, "loss_rpn_cls": 0.0005810643849599728, "loss_rpn_loc": 0.0014527098792314064, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5310514545999467, "total_loss": 0.049905232811966016}
{"data_time": 0.003974389750510454, "eta_seconds": 1776.7842373936437, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4794801641586867, "fast_rcnn/fg_cls_accuracy": 0.5205198358413132, "iteration": 236699, "loss_box_reg": 0.007653766151634045, "loss_cls": 0.04313673195429146, "loss_rpn_cls": 0.0005256788342649088, "loss_rpn_loc": 0.0018901503462984692, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373828895390034, "total_loss": 0.052871643710659555}
{"data_time": 0.003994823899120092, "eta_seconds": 1767.1978713623248, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.26480836236933797, "fast_rcnn/fg_cls_accuracy": 0.735191637630662, "iteration": 236719, "loss_box_reg": 0.00651273071707692, "loss_cls": 0.04239177657291293, "loss_rpn_cls": 0.0007037551235953288, "loss_rpn_loc": 0.0015643784809071803, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5407955162227154, "total_loss": 0.05193175687020357}
{"data_time": 0.004261442460119724, "eta_seconds": 1756.4255588273518, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.16835187057633974, "fast_rcnn/fg_cls_accuracy": 0.7766798418972332, "iteration": 236739, "loss_box_reg": 0.006379438360454515, "loss_cls": 0.03789611087995581, "loss_rpn_cls": 0.0009049876946392033, "loss_rpn_loc": 0.0016993079716485227, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5438355170190334, "total_loss": 0.047746757034474285}
{"data_time": 0.004166350234299898, "eta_seconds": 1745.581578521058, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.21052631578947367, "fast_rcnn/fg_cls_accuracy": 0.7894736842105263, "iteration": 236759, "loss_box_reg": 0.006247115117730573, "loss_cls": 0.040450291911838576, "loss_rpn_cls": 0.00048244144991826943, "loss_rpn_loc": 0.0016913812669372419, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5374147430993617, "total_loss": 0.049853768777779806}
{"data_time": 0.004093815106898546, "eta_seconds": 1734.6117341015488, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.41522988505747127, "fast_rcnn/fg_cls_accuracy": 0.5847701149425287, "iteration": 236779, "loss_box_reg": 0.006418911842047237, "loss_cls": 0.03959977370686829, "loss_rpn_cls": 0.0005294619207063533, "loss_rpn_loc": 0.0013681732052646112, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385987153276801, "total_loss": 0.052373503386434095}
{"data_time": 0.0043694754131138325, "eta_seconds": 1723.8410930950195, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.34055555555555556, "fast_rcnn/fg_cls_accuracy": 0.6557894736842105, "iteration": 236799, "loss_box_reg": 0.0066086942970287055, "loss_cls": 0.03964861563872546, "loss_rpn_cls": 0.0007418253304649625, "loss_rpn_loc": 0.002317258641596709, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5354822585359216, "total_loss": 0.049834678074375915}
{"data_time": 0.004223912488669157, "eta_seconds": 1712.193474446889, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.461100569259962, "fast_rcnn/fg_cls_accuracy": 0.5009216589861751, "iteration": 236819, "loss_box_reg": 0.0069551148772006854, "loss_cls": 0.04299029556568712, "loss_rpn_cls": 0.0007926515610279239, "loss_rpn_loc": 0.002534127414037357, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5360818346962333, "total_loss": 0.05357350400117866}
{"data_time": 0.004361049272119999, "eta_seconds": 1701.7991696354002, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.34148550724637683, "fast_rcnn/fg_cls_accuracy": 0.6482843137254902, "iteration": 236839, "loss_box_reg": 0.006857370317447931, "loss_cls": 0.04238120571244508, "loss_rpn_cls": 0.001181244026611239, "loss_rpn_loc": 0.0016484572552144527, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5392758660018444, "total_loss": 0.05201236691345912}
{"data_time": 0.0038088178262114525, "eta_seconds": 1690.0405324338935, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.40347490347490345, "fast_rcnn/fg_cls_accuracy": 0.5965250965250966, "iteration": 236859, "loss_box_reg": 0.006685015730909072, "loss_cls": 0.04182744072750211, "loss_rpn_cls": 0.0006634802609823964, "loss_rpn_loc": 0.0019260934077465208, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5348940985277295, "total_loss": 0.05384513992794382}
{"data_time": 0.004185069352388382, "eta_seconds": 1679.8980929735117, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5176282051282051, "fast_rcnn/fg_cls_accuracy": 0.4198717948717949, "iteration": 236879, "loss_box_reg": 0.006733728805556893, "loss_cls": 0.04138116689864546, "loss_rpn_cls": 0.0006084502130079272, "loss_rpn_loc": 0.0022986720068729483, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5435577020980418, "total_loss": 0.051466266473312317}
{"data_time": 0.003941533155739307, "eta_seconds": 1670.3477656431496, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4660633484162896, "fast_rcnn/fg_cls_accuracy": 0.5339366515837104, "iteration": 236899, "loss_box_reg": 0.006373687996529043, "loss_cls": 0.040225770557299256, "loss_rpn_cls": 0.0004644373723294848, "loss_rpn_loc": 0.0016697445935278665, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5479877982288599, "total_loss": 0.048936541803641376}
{"data_time": 0.004396263975650072, "eta_seconds": 1659.7207687846385, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.45683229813664594, "fast_rcnn/fg_cls_accuracy": 0.5431677018633541, "iteration": 236919, "loss_box_reg": 0.006845943018561229, "loss_cls": 0.04338215698953718, "loss_rpn_cls": 0.0006626831021776525, "loss_rpn_loc": 0.001976980118342908, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5402371594682336, "total_loss": 0.05311676814551447}
{"data_time": 0.004703557584434748, "eta_seconds": 1648.149942645803, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.581989247311828, "fast_rcnn/fg_cls_accuracy": 0.41801075268817206, "iteration": 236939, "loss_box_reg": 0.007071417843690142, "loss_cls": 0.04369894094998017, "loss_rpn_cls": 0.0013774470266980643, "loss_rpn_loc": 0.0018071515787596582, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5259645241312683, "total_loss": 0.05415533851100918}
{"data_time": 0.003945826552808285, "eta_seconds": 1637.9301209426485, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.40408163265306124, "fast_rcnn/fg_cls_accuracy": 0.5322723253757736, "iteration": 236959, "loss_box_reg": 0.006526662444230169, "loss_cls": 0.041495810815831646, "loss_rpn_cls": 0.0007473082696378697, "loss_rpn_loc": 0.0017382684363838052, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385218821465969, "total_loss": 0.05242947391138841}
{"data_time": 0.004162740893661976, "eta_seconds": 1625.583013475407, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.40749601275917063, "fast_rcnn/fg_cls_accuracy": 0.5925039872408293, "iteration": 236979, "loss_box_reg": 0.006494535657111555, "loss_cls": 0.04170839476864785, "loss_rpn_cls": 0.00047731597402389525, "loss_rpn_loc": 0.0020275800889066886, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5340259755030274, "total_loss": 0.051381247934159546}
{"data_time": 0.004438889678567648, "eta_seconds": 1614.4920565774664, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.295864262990456, "fast_rcnn/fg_cls_accuracy": 0.704135737009544, "iteration": 236999, "loss_box_reg": 0.006402156373951584, "loss_cls": 0.04057983396342024, "loss_rpn_cls": 0.0008868233321663865, "loss_rpn_loc": 0.0018780505961331073, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5349708958528936, "total_loss": 0.05053661456804548}
{"data_time": 0.003881544340401888, "eta_seconds": 1603.2709420952015, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.21875, "fast_rcnn/fg_cls_accuracy": 0.6858552631578947, "iteration": 237019, "loss_box_reg": 0.00662504366482608, "loss_cls": 0.039031565363984555, "loss_rpn_cls": 0.0007712042316825318, "loss_rpn_loc": 0.001885872758066398, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5312010296620429, "total_loss": 0.048871465637006395}
{"data_time": 0.003461116459220648, "eta_seconds": 1592.5291677536443, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2528449502133713, "fast_rcnn/fg_cls_accuracy": 0.7206477732793521, "iteration": 237039, "loss_box_reg": 0.006664765067398548, "loss_cls": 0.04033732652897015, "loss_rpn_cls": 0.001123304102009115, "loss_rpn_loc": 0.0014993750919529703, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5400995202362537, "total_loss": 0.05000171544526211}
{"data_time": 0.0038334927521646023, "eta_seconds": 1581.5362879992463, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.35657051282051283, "fast_rcnn/fg_cls_accuracy": 0.6434294871794872, "iteration": 237059, "loss_box_reg": 0.007515316770877689, "loss_cls": 0.040809495374560356, "loss_rpn_cls": 0.0008674457387201073, "loss_rpn_loc": 0.001864499441580847, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5278864093124866, "total_loss": 0.05335216404728271}
{"data_time": 0.004459826275706291, "eta_seconds": 1570.7811959353276, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.37158746208291205, "fast_rcnn/fg_cls_accuracy": 0.628412537917088, "iteration": 237079, "loss_box_reg": 0.007323231751797721, "loss_cls": 0.038908427697606385, "loss_rpn_cls": 0.0005789430693425857, "loss_rpn_loc": 0.0018746671139524551, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5441044666804373, "total_loss": 0.04848202253293721}
{"data_time": 0.00413465965539217, "eta_seconds": 1560.2590731689706, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3137089991589571, "fast_rcnn/fg_cls_accuracy": 0.686291000841043, "iteration": 237099, "loss_box_reg": 0.007021087920293212, "loss_cls": 0.045534030301496387, "loss_rpn_cls": 0.0005271600998639769, "loss_rpn_loc": 0.0020473661534197163, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5446651205420494, "total_loss": 0.05551921748553923}
{"data_time": 0.004118042532354593, "eta_seconds": 1549.3762016412802, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.42784552845528456, "fast_rcnn/fg_cls_accuracy": 0.5721544715447155, "iteration": 237119, "loss_box_reg": 0.006921625143149868, "loss_cls": 0.041174779005814344, "loss_rpn_cls": 0.0005648782562275301, "loss_rpn_loc": 0.0015906772423477378, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350879593752325, "total_loss": 0.050135944105875296}
{"data_time": 0.004679070319980383, "eta_seconds": 1538.5159197435714, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.30914634146341463, "fast_rcnn/fg_cls_accuracy": 0.6908536585365854, "iteration": 237139, "loss_box_reg": 0.006089058762881905, "loss_cls": 0.04289811570197344, "loss_rpn_cls": 0.0008449551872899974, "loss_rpn_loc": 0.001714217019980424, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5324740647338331, "total_loss": 0.051549407529194013}
{"data_time": 0.004178656730800867, "eta_seconds": 1527.6812433544546, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.12658730158730158, "fast_rcnn/fg_cls_accuracy": 0.8109903381642513, "iteration": 237159, "loss_box_reg": 0.006872548052342609, "loss_cls": 0.03959900647168979, "loss_rpn_cls": 0.000594664980098969, "loss_rpn_loc": 0.0013721353680011816, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5333468317985535, "total_loss": 0.049178653116570104}
{"data_time": 0.004097911063581705, "eta_seconds": 1516.8424710500985, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 237179, "loss_box_reg": 0.006668835543678142, "loss_cls": 0.040079556638374925, "loss_rpn_cls": 0.001286675856704278, "loss_rpn_loc": 0.0020558671712933574, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5411971579305828, "total_loss": 0.0501695476734767}
{"data_time": 0.003835539799183607, "eta_seconds": 1506.1721797380596, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.31666666666666665, "fast_rcnn/fg_cls_accuracy": 0.6833333333333333, "iteration": 237199, "loss_box_reg": 0.00675216264789924, "loss_cls": 0.038751915912143886, "loss_rpn_cls": 0.0012419490213915196, "loss_rpn_loc": 0.0016262699336948572, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5492567629553378, "total_loss": 0.04899113879906736}
{"data_time": 0.00423172302544117, "eta_seconds": 1495.2218329589814, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4373913043478261, "fast_rcnn/fg_cls_accuracy": 0.5626086956521739, "iteration": 237219, "loss_box_reg": 0.006639799408731051, "loss_cls": 0.039998393738642335, "loss_rpn_cls": 0.0006252720553447944, "loss_rpn_loc": 0.001669562581810169, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5420898194424808, "total_loss": 0.0492314365664015}
{"data_time": 0.0038450807332992554, "eta_seconds": 1484.580667341128, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.30922098569157397, "fast_rcnn/fg_cls_accuracy": 0.6856639247943596, "iteration": 237239, "loss_box_reg": 0.006810314851463772, "loss_cls": 0.04258682520594448, "loss_rpn_cls": 0.0009024726026609642, "loss_rpn_loc": 0.0019882213146047434, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5429566949605942, "total_loss": 0.05246923943079196}
{"data_time": 0.003925809171050787, "eta_seconds": 1473.9085843134671, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.26453488372093026, "fast_rcnn/fg_cls_accuracy": 0.7354651162790697, "iteration": 237259, "loss_box_reg": 0.006998706376180053, "loss_cls": 0.03906433848896995, "loss_rpn_cls": 0.00047282453972741223, "loss_rpn_loc": 0.0022143970491015352, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5389471012167633, "total_loss": 0.04932434843001943}
{"data_time": 0.003757320810109377, "eta_seconds": 1463.1540525052696, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3704268292682927, "fast_rcnn/fg_cls_accuracy": 0.6097972972972974, "iteration": 237279, "loss_box_reg": 0.006283081864239648, "loss_cls": 0.04460677760653198, "loss_rpn_cls": 0.0007894540012785001, "loss_rpn_loc": 0.002128385060132132, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5405557486228645, "total_loss": 0.05461939225358492}
{"data_time": 0.003968157805502415, "eta_seconds": 1452.4849119372666, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3472222222222222, "fast_rcnn/fg_cls_accuracy": 0.6527777777777778, "iteration": 237299, "loss_box_reg": 0.0061697172350250185, "loss_cls": 0.03955027664778754, "loss_rpn_cls": 0.0004687759237640421, "loss_rpn_loc": 0.001911987689709349, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5411633416078985, "total_loss": 0.050388999847996274}
{"data_time": 0.004053256940096617, "eta_seconds": 1441.7297478355467, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.4195804195804196, "fast_rcnn/fg_cls_accuracy": 0.5804195804195804, "iteration": 237319, "loss_box_reg": 0.006930568284587935, "loss_cls": 0.0404046707553789, "loss_rpn_cls": 0.0008645674136005255, "loss_rpn_loc": 0.002230998634331627, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374228223226964, "total_loss": 0.05104140884378694}
{"data_time": 0.004047006834298372, "eta_seconds": 1431.4142611068673, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.31789473684210523, "fast_rcnn/fg_cls_accuracy": 0.6821052631578948, "iteration": 237339, "loss_box_reg": 0.007358413218753412, "loss_cls": 0.042464808211661875, "loss_rpn_cls": 0.0011123027114763318, "loss_rpn_loc": 0.0018656891134014586, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.542158187367022, "total_loss": 0.05253234909486082}
{"data_time": 0.0043303025886416435, "eta_seconds": 1420.6557924025692, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25495495495495496, "fast_rcnn/fg_cls_accuracy": 0.745045045045045, "iteration": 237359, "loss_box_reg": 0.006694063980830833, "loss_cls": 0.0410800569516141, "loss_rpn_cls": 0.0009453737566218479, "loss_rpn_loc": 0.001758270776917925, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5329959862865508, "total_loss": 0.05237803689431075}
{"data_time": 0.003862073179334402, "eta_seconds": 1409.550511802081, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4207616707616708, "fast_rcnn/fg_cls_accuracy": 0.5792383292383292, "iteration": 237379, "loss_box_reg": 0.007383343210676685, "loss_cls": 0.04002646607114002, "loss_rpn_cls": 0.0009531757206673319, "loss_rpn_loc": 0.002608961414807709, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5350046190433204, "total_loss": 0.05103677319311828}
{"data_time": 0.00441035395488143, "eta_seconds": 1399.4320065798238, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.5227272727272727, "fast_rcnn/fg_cls_accuracy": 0.4772727272727273, "iteration": 237399, "loss_box_reg": 0.006896232138387859, "loss_cls": 0.043165468028746545, "loss_rpn_cls": 0.0006254715318902981, "loss_rpn_loc": 0.002092861966957571, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5479988842271268, "total_loss": 0.05268482754676995}
{"data_time": 0.004060657229274511, "eta_seconds": 1388.8559957989492, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4630325814536341, "fast_rcnn/fg_cls_accuracy": 0.536967418546366, "iteration": 237419, "loss_box_reg": 0.006396874523488805, "loss_cls": 0.040100498823449016, "loss_rpn_cls": 0.0008220041947879508, "loss_rpn_loc": 0.002125951153175265, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5460537285543978, "total_loss": 0.048977881902033005}
{"data_time": 0.004583215806633234, "eta_seconds": 1377.7787927007303, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2247067448680352, "fast_rcnn/fg_cls_accuracy": 0.7048387096774194, "iteration": 237439, "loss_box_reg": 0.007795003853971139, "loss_cls": 0.04171933594625443, "loss_rpn_cls": 0.0006977999610171537, "loss_rpn_loc": 0.0018590515010146191, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5334860403090715, "total_loss": 0.05371967180315096}
{"data_time": 0.004063999745994806, "eta_seconds": 1368.6388162071817, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4660714285714286, "fast_rcnn/fg_cls_accuracy": 0.5339285714285714, "iteration": 237459, "loss_box_reg": 0.0068568520655389875, "loss_cls": 0.04185890487860888, "loss_rpn_cls": 0.0007136521093116244, "loss_rpn_loc": 0.0018777534496621229, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5487846569158137, "total_loss": 0.0523666993380516}
{"data_time": 0.00412721186876297, "eta_seconds": 1356.929951572325, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3827375762859634, "fast_rcnn/fg_cls_accuracy": 0.6037489102005231, "iteration": 237479, "loss_box_reg": 0.006479917385149747, "loss_cls": 0.04106118608615361, "loss_rpn_cls": 0.0008087184182841156, "loss_rpn_loc": 0.0019038394475501264, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5336728538386524, "total_loss": 0.05261095485161604}
{"data_time": 0.004692197311669588, "eta_seconds": 1345.6130764293484, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3556521739130435, "fast_rcnn/fg_cls_accuracy": 0.6443478260869566, "iteration": 237499, "loss_box_reg": 0.007525846973294392, "loss_cls": 0.04227236961014569, "loss_rpn_cls": 0.0007032216564084592, "loss_rpn_loc": 0.0020056365938216913, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5406800759956241, "total_loss": 0.05450693740579027}
{"data_time": 0.004099211655557156, "eta_seconds": 1334.25975573482, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.44522144522144524, "fast_rcnn/fg_cls_accuracy": 0.5547785547785548, "iteration": 237519, "loss_box_reg": 0.007520405168179423, "loss_cls": 0.03988117614062503, "loss_rpn_cls": 0.001070229347192253, "loss_rpn_loc": 0.0021875842721783556, "lr": 0.001, "roi_head/num_bg_samples": 496.5, "roi_head/num_fg_samples": 15.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5300486590713263, "total_loss": 0.053549344561815815}
{"data_time": 0.004195060580968857, "eta_seconds": 1324.2830707714893, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3884590586718246, "fast_rcnn/fg_cls_accuracy": 0.6115409413281754, "iteration": 237539, "loss_box_reg": 0.006961632810998708, "loss_cls": 0.0391984487650916, "loss_rpn_cls": 0.0006061399243435517, "loss_rpn_loc": 0.0017175973207486095, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5440161940641701, "total_loss": 0.048779590169687026}
{"data_time": 0.004028826951980591, "eta_seconds": 1313.8698975755833, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2938034188034188, "fast_rcnn/fg_cls_accuracy": 0.7061965811965811, "iteration": 237559, "loss_box_reg": 0.006599414613447152, "loss_cls": 0.04116910829907283, "loss_rpn_cls": 0.0009199528058161377, "loss_rpn_loc": 0.0017869159310066607, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.542128068394959, "total_loss": 0.05079303397599233}
{"data_time": 0.004268384072929621, "eta_seconds": 1303.7974870009348, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.424812030075188, "fast_rcnn/fg_cls_accuracy": 0.575187969924812, "iteration": 237579, "loss_box_reg": 0.006642353080678731, "loss_cls": 0.04350409033941105, "loss_rpn_cls": 0.0010146256214511595, "loss_rpn_loc": 0.0017776114946173038, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5390768181532621, "total_loss": 0.05319425007223799}
{"data_time": 0.004337392747402191, "eta_seconds": 1293.7084565884434, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40347490347490345, "fast_rcnn/fg_cls_accuracy": 0.5965250965250966, "iteration": 237599, "loss_box_reg": 0.006868003009003587, "loss_cls": 0.0407682613003999, "loss_rpn_cls": 0.0006619013429656206, "loss_rpn_loc": 0.001755145534843905, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.542037611361593, "total_loss": 0.051470229052029026}
{"data_time": 0.00433178897947073, "eta_seconds": 1282.6568294134922, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33298097251585623, "fast_rcnn/fg_cls_accuracy": 0.6181818181818182, "iteration": 237619, "loss_box_reg": 0.006962678409763612, "loss_cls": 0.04041015898110345, "loss_rpn_cls": 0.0007319189596728393, "loss_rpn_loc": 0.0017838237745309016, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5407728333957493, "total_loss": 0.05180019478473241}
{"data_time": 0.00411504739895463, "eta_seconds": 1272.1674943319522, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3808316430020284, "fast_rcnn/fg_cls_accuracy": 0.6191683569979716, "iteration": 237639, "loss_box_reg": 0.007163303525885567, "loss_cls": 0.04118354961974546, "loss_rpn_cls": 0.0007651182515928667, "loss_rpn_loc": 0.0016510463610757142, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5439618756063282, "total_loss": 0.05122241797056404}
{"data_time": 0.003736967220902443, "eta_seconds": 1261.3909801910631, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.330316742081448, "fast_rcnn/fg_cls_accuracy": 0.6696832579185521, "iteration": 237659, "loss_box_reg": 0.00710760144283995, "loss_cls": 0.04047458688728511, "loss_rpn_cls": 0.0008882396134595183, "loss_rpn_loc": 0.001870789788881666, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5435641151852906, "total_loss": 0.051857965507224435}
{"data_time": 0.0038874968886375427, "eta_seconds": 1250.7697845539078, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18611111111111112, "fast_rcnn/fg_cls_accuracy": 0.7672672672672673, "iteration": 237679, "loss_box_reg": 0.006992654060013592, "loss_cls": 0.039636749075725675, "loss_rpn_cls": 0.00056789531981849, "loss_rpn_loc": 0.0019051203307753894, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.542073838878423, "total_loss": 0.0501911514928679}
{"data_time": 0.0041689155623316765, "eta_seconds": 1239.9919320372865, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.40201567749160133, "fast_rcnn/fg_cls_accuracy": 0.594224924012158, "iteration": 237699, "loss_box_reg": 0.006106276050559245, "loss_cls": 0.040062561922241, "loss_rpn_cls": 0.0007610187749378383, "loss_rpn_loc": 0.0017417980470781913, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5349815171211958, "total_loss": 0.04810100691054231}
{"data_time": 0.0038934312760829926, "eta_seconds": 1229.1305863186717, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.27286821705426356, "fast_rcnn/fg_cls_accuracy": 0.7271317829457364, "iteration": 237719, "loss_box_reg": 0.006171088869450614, "loss_cls": 0.03966553753707558, "loss_rpn_cls": 0.00041474398460650264, "loss_rpn_loc": 0.0018538969325163634, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5394986839964986, "total_loss": 0.047789411804274096}
{"data_time": 0.0038781180046498775, "eta_seconds": 1218.3534658774734, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4198170731707317, "fast_rcnn/fg_cls_accuracy": 0.5801829268292682, "iteration": 237739, "loss_box_reg": 0.007054143177811056, "loss_cls": 0.03932803252246231, "loss_rpn_cls": 0.0006238139745278204, "loss_rpn_loc": 0.0018293062930752058, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5373061834834516, "total_loss": 0.04946894471572705}
{"data_time": 0.003867939580231905, "eta_seconds": 1207.576345436275, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.3380952380952381, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 237759, "loss_box_reg": 0.005875416594790295, "loss_cls": 0.04294005816336721, "loss_rpn_cls": 0.0005278211669974553, "loss_rpn_loc": 0.001471089697588468, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5373042533174157, "total_loss": 0.05195154418947823}
{"data_time": 0.004734283313155174, "eta_seconds": 1196.8282093950547, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27402402402402404, "fast_rcnn/fg_cls_accuracy": 0.725975975975976, "iteration": 237779, "loss_box_reg": 0.007186272079707123, "loss_cls": 0.03982771799201146, "loss_rpn_cls": 0.0005745885251826621, "loss_rpn_loc": 0.0015697916760473163, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5404384206049144, "total_loss": 0.051633840793101626}
{"data_time": 0.004035585559904575, "eta_seconds": 1186.2282396382652, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2972972972972973, "fast_rcnn/fg_cls_accuracy": 0.7027027027027026, "iteration": 237799, "loss_box_reg": 0.006541244481923059, "loss_cls": 0.040003750764299184, "loss_rpn_cls": 0.0005526553550225799, "loss_rpn_loc": 0.0016284999110212084, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.537310394924134, "total_loss": 0.05058091921753771}
{"data_time": 0.00374815845862031, "eta_seconds": 1175.7604525345378, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23513513513513515, "fast_rcnn/fg_cls_accuracy": 0.7253299811439347, "iteration": 237819, "loss_box_reg": 0.0060404619871405885, "loss_cls": 0.040488006197847426, "loss_rpn_cls": 0.0006169070439909774, "loss_rpn_loc": 0.0020795394248125376, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.25, "rpn/num_pos_anchors": 5.75, "time": 0.5364747238345444, "total_loss": 0.05092059397702542}
{"data_time": 0.004253362771123648, "eta_seconds": 1165.0206129383296, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.16491130820399114, "fast_rcnn/fg_cls_accuracy": 0.8009977827050998, "iteration": 237839, "loss_box_reg": 0.007346084923483431, "loss_cls": 0.041303960722871125, "loss_rpn_cls": 0.0007954537525165506, "loss_rpn_loc": 0.002218936760982615, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5392347332090139, "total_loss": 0.05129991809104695}
{"data_time": 0.004152936860918999, "eta_seconds": 1154.3474465180188, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4300699300699301, "fast_rcnn/fg_cls_accuracy": 0.5593073593073593, "iteration": 237859, "loss_box_reg": 0.006308523210464045, "loss_cls": 0.0405190319288522, "loss_rpn_cls": 0.0005964552683508373, "loss_rpn_loc": 0.001620831655600341, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.535193947609514, "total_loss": 0.04858464802418894}
{"data_time": 0.004086905624717474, "eta_seconds": 1143.2715890798718, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3951930654058313, "fast_rcnn/fg_cls_accuracy": 0.6048069345941687, "iteration": 237879, "loss_box_reg": 0.007606721017509699, "loss_cls": 0.04367058794014156, "loss_rpn_cls": 0.0009413589859263993, "loss_rpn_loc": 0.001847393999923952, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5319996033795178, "total_loss": 0.05614306678603498}
{"data_time": 0.004278136417269707, "eta_seconds": 1132.491093190387, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 237899, "loss_box_reg": 0.006757062685210258, "loss_cls": 0.041395755601115525, "loss_rpn_cls": 0.0008274765669966655, "loss_rpn_loc": 0.0024866623480193084, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5397963444702327, "total_loss": 0.051584787910670116}
{"data_time": 0.004042668733745813, "eta_seconds": 1121.7214350569993, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.14924812030075188, "fast_rcnn/fg_cls_accuracy": 0.8507518796992481, "iteration": 237919, "loss_box_reg": 0.007279601282789372, "loss_cls": 0.03933849208988249, "loss_rpn_cls": 0.0004281382427961944, "loss_rpn_loc": 0.0019540193643479142, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5415314421989024, "total_loss": 0.04890413911380165}
{"data_time": 0.004101075232028961, "eta_seconds": 1111.2144265640527, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32388663967611336, "fast_rcnn/fg_cls_accuracy": 0.6421052631578947, "iteration": 237939, "loss_box_reg": 0.006730334600433707, "loss_cls": 0.04221343214157969, "loss_rpn_cls": 0.0011367670088020532, "loss_rpn_loc": 0.0018625295197125524, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5381779125891626, "total_loss": 0.05299570426063838}
{"data_time": 0.003942769020795822, "eta_seconds": 1100.739726555068, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.34523809523809523, "fast_rcnn/fg_cls_accuracy": 0.641941391941392, "iteration": 237959, "loss_box_reg": 0.006259917703573592, "loss_cls": 0.039726885850541294, "loss_rpn_cls": 0.0006509465841872952, "loss_rpn_loc": 0.0017112787463702261, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5419568130746484, "total_loss": 0.048460670999020294}
{"data_time": 0.0038015488535165787, "eta_seconds": 1090.1872223084792, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1737012987012987, "fast_rcnn/fg_cls_accuracy": 0.8095238095238095, "iteration": 237979, "loss_box_reg": 0.0068218975502531976, "loss_cls": 0.04197995227877982, "loss_rpn_cls": 0.0006461061685740788, "loss_rpn_loc": 0.0012970462048542686, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5395921105518937, "total_loss": 0.05258210891304316}
{"data_time": 0.0037134140729904175, "eta_seconds": 1079.8791562900878, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7211538461538461, "iteration": 237999, "loss_box_reg": 0.006499184208223596, "loss_cls": 0.040685003623366356, "loss_rpn_cls": 0.0009666419924201364, "loss_rpn_loc": 0.0017010154861054616, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5402782624587417, "total_loss": 0.050536753893084096}
{"data_time": 0.004108495078980923, "eta_seconds": 1069.3236197610386, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.4317073170731708, "fast_rcnn/fg_cls_accuracy": 0.5682926829268293, "iteration": 238019, "loss_box_reg": 0.006887403636937961, "loss_cls": 0.04170876124408096, "loss_rpn_cls": 0.0012925173165854176, "loss_rpn_loc": 0.0024725185576244257, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5410492215305567, "total_loss": 0.05218718662615629}
{"data_time": 0.004071895033121109, "eta_seconds": 1058.4193207025528, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.40512820512820513, "fast_rcnn/fg_cls_accuracy": 0.5948717948717949, "iteration": 238039, "loss_box_reg": 0.006208529113791883, "loss_cls": 0.03906655649188906, "loss_rpn_cls": 0.0005431246902674047, "loss_rpn_loc": 0.0019439375246292911, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5377789130434394, "total_loss": 0.04788395503180709}
{"data_time": 0.004411607515066862, "eta_seconds": 1047.8420093371533, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.44281045751633985, "fast_rcnn/fg_cls_accuracy": 0.5470085470085471, "iteration": 238059, "loss_box_reg": 0.006386445893440396, "loss_cls": 0.04143365612253547, "loss_rpn_cls": 0.0006191863853928226, "loss_rpn_loc": 0.001618727159439004, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5368511537089944, "total_loss": 0.051089155932913854}
{"data_time": 0.004138336982578039, "eta_seconds": 1036.8299413919449, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.4104609929078014, "fast_rcnn/fg_cls_accuracy": 0.5895390070921986, "iteration": 238079, "loss_box_reg": 0.006578387808986008, "loss_cls": 0.040950710244942456, "loss_rpn_cls": 0.0006337949499766182, "loss_rpn_loc": 0.0015047159322421066, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5363959898240864, "total_loss": 0.0496789476756021}
{"data_time": 0.004195891786366701, "eta_seconds": 1025.5560854361393, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.1625, "fast_rcnn/fg_cls_accuracy": 0.8375, "iteration": 238099, "loss_box_reg": 0.007145465075154789, "loss_cls": 0.04024610319174826, "loss_rpn_cls": 0.00042780629553362814, "loss_rpn_loc": 0.0019667680353450123, "lr": 0.001, "roi_head/num_bg_samples": 492.25, "roi_head/num_fg_samples": 19.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5341264572925866, "total_loss": 0.04937654292547222}
{"data_time": 0.004212383180856705, "eta_seconds": 1015.118787097279, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34117032392894464, "fast_rcnn/fg_cls_accuracy": 0.6588296760710555, "iteration": 238119, "loss_box_reg": 0.006605337039218284, "loss_cls": 0.04298729868605733, "loss_rpn_cls": 0.0006019680710664943, "loss_rpn_loc": 0.0017365952899126569, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5442479960620403, "total_loss": 0.0514436157095588}
{"data_time": 0.0038370690308511257, "eta_seconds": 1004.6162087349221, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.271889400921659, "fast_rcnn/fg_cls_accuracy": 0.5933889602053916, "iteration": 238139, "loss_box_reg": 0.006694965821225196, "loss_cls": 0.039855424081906676, "loss_rpn_cls": 0.0010230173558056777, "loss_rpn_loc": 0.0019357464170752792, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5421788352541625, "total_loss": 0.05048269943137029}
{"data_time": 0.004047489259392023, "eta_seconds": 994.041916671209, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 238159, "loss_box_reg": 0.006948413676582277, "loss_cls": 0.04220181598793715, "loss_rpn_cls": 0.0007616625359787577, "loss_rpn_loc": 0.0021865804756089346, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5375077705830336, "total_loss": 0.05238962881912812}
{"data_time": 0.003703012131154537, "eta_seconds": 983.242982215248, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.4267676767676768, "fast_rcnn/fg_cls_accuracy": 0.5732323232323233, "iteration": 238179, "loss_box_reg": 0.006809684738982469, "loss_cls": 0.040889759198762476, "loss_rpn_cls": 0.0008247650031023568, "loss_rpn_loc": 0.0018403451031190343, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5394640071317554, "total_loss": 0.05090149576994918}
{"data_time": 0.004380359314382076, "eta_seconds": 972.2635027389042, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.44155844155844154, "fast_rcnn/fg_cls_accuracy": 0.5584415584415584, "iteration": 238199, "loss_box_reg": 0.006674510077573359, "loss_cls": 0.040952303912490606, "loss_rpn_cls": 0.0006433837191366365, "loss_rpn_loc": 0.0017824515816755593, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384619724936783, "total_loss": 0.05327762595126728}
{"data_time": 0.004543826449662447, "eta_seconds": 961.3640133826993, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.13669590643274854, "fast_rcnn/fg_cls_accuracy": 0.8421717171717171, "iteration": 238219, "loss_box_reg": 0.006916009398992173, "loss_cls": 0.03945888241287321, "loss_rpn_cls": 0.0006563849018448309, "loss_rpn_loc": 0.0019472882595437113, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.538258261512965, "total_loss": 0.049828265340124744}
{"data_time": 0.004046324174851179, "eta_seconds": 950.5682355794124, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38762626262626265, "fast_rcnn/fg_cls_accuracy": 0.6123737373737375, "iteration": 238239, "loss_box_reg": 0.006220583454705775, "loss_cls": 0.04167966725071892, "loss_rpn_cls": 0.0009732393108237147, "loss_rpn_loc": 0.0014550774858435034, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5414202930405736, "total_loss": 0.05129775446015117}
{"data_time": 0.004006028641015291, "eta_seconds": 939.6777344942093, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.5156146179401992, "fast_rcnn/fg_cls_accuracy": 0.48438538205980064, "iteration": 238259, "loss_box_reg": 0.007084148048306815, "loss_cls": 0.039386200660374016, "loss_rpn_cls": 0.0004996004837494183, "loss_rpn_loc": 0.0019189581398677547, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5367804793640971, "total_loss": 0.04988771335990805}
{"data_time": 0.004059413447976112, "eta_seconds": 928.8029646365903, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3178294573643411, "fast_rcnn/fg_cls_accuracy": 0.6821705426356589, "iteration": 238279, "loss_box_reg": 0.0065933355945162475, "loss_cls": 0.04291092208586633, "loss_rpn_cls": 0.0008679663540078764, "loss_rpn_loc": 0.0017171753570437431, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5418326184153557, "total_loss": 0.05222974882258313}
{"data_time": 0.004342800471931696, "eta_seconds": 917.7556101190858, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3252032520325203, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 238299, "loss_box_reg": 0.006716059418977238, "loss_cls": 0.04022169826203026, "loss_rpn_cls": 0.0009016892713589186, "loss_rpn_loc": 0.0018819392880686792, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5395279810763896, "total_loss": 0.05225514281391952}
{"data_time": 0.004177838563919067, "eta_seconds": 906.8699524556287, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29094827586206895, "fast_rcnn/fg_cls_accuracy": 0.709051724137931, "iteration": 238319, "loss_box_reg": 0.006840709276730195, "loss_cls": 0.040435622562654316, "loss_rpn_cls": 0.0007882584895924083, "loss_rpn_loc": 0.0017341165403195191, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5352816442027688, "total_loss": 0.05177942327412666}
{"data_time": 0.004346376750618219, "eta_seconds": 895.8717852318659, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22711670480549198, "fast_rcnn/fg_cls_accuracy": 0.772883295194508, "iteration": 238339, "loss_box_reg": 0.006306038922048174, "loss_cls": 0.04022659850306809, "loss_rpn_cls": 0.0009543209629327976, "loss_rpn_loc": 0.0020625174292945303, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5373002304695547, "total_loss": 0.04969547330665591}
{"data_time": 0.0042788186110556126, "eta_seconds": 884.8625067933463, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4634146341463415, "fast_rcnn/fg_cls_accuracy": 0.5365853658536586, "iteration": 238359, "loss_box_reg": 0.006577188934898004, "loss_cls": 0.040073060488794, "loss_rpn_cls": 0.0004843502092626295, "loss_rpn_loc": 0.0014570807907148264, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5285752457566559, "total_loss": 0.051338957335644864}
{"data_time": 0.003907826263457537, "eta_seconds": 874.2975098500028, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.38615888615888616, "fast_rcnn/fg_cls_accuracy": 0.5766152086906804, "iteration": 238379, "loss_box_reg": 0.006603152432944626, "loss_cls": 0.04163557454012334, "loss_rpn_cls": 0.0006481628706751508, "loss_rpn_loc": 0.001419718317265506, "lr": 0.001, "roi_head/num_bg_samples": 496.0, "roi_head/num_fg_samples": 16.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5398727492429316, "total_loss": 0.05117681579059763}
{"data_time": 0.004231019876897335, "eta_seconds": 863.0377108654939, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.27009936766034326, "fast_rcnn/fg_cls_accuracy": 0.7299006323396567, "iteration": 238399, "loss_box_reg": 0.006733968941261992, "loss_cls": 0.04070506838615984, "loss_rpn_cls": 0.00047039218736699695, "loss_rpn_loc": 0.0019099203818768729, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5384425241500139, "total_loss": 0.049809493091061086}
{"data_time": 0.0043329233303666115, "eta_seconds": 851.9403960811906, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.22916666666666666, "fast_rcnn/fg_cls_accuracy": 0.7708333333333333, "iteration": 238419, "loss_box_reg": 0.006017613923177123, "loss_cls": 0.03900651668664068, "loss_rpn_cls": 0.0005821016237064214, "loss_rpn_loc": 0.001729086003251723, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5367134567350149, "total_loss": 0.04876076473425428}
{"data_time": 0.004403207451105118, "eta_seconds": 841.5289805158973, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.4241379310344828, "fast_rcnn/fg_cls_accuracy": 0.5758620689655172, "iteration": 238439, "loss_box_reg": 0.006359733160934411, "loss_cls": 0.04009497829247266, "loss_rpn_cls": 0.0006515397668636069, "loss_rpn_loc": 0.0021884054476686288, "lr": 0.001, "roi_head/num_bg_samples": 496.25, "roi_head/num_fg_samples": 15.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5453529818914831, "total_loss": 0.05045934086103898}
{"data_time": 0.003880107309669256, "eta_seconds": 830.3414761135355, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.5731707317073171, "fast_rcnn/fg_cls_accuracy": 0.426829268292683, "iteration": 238459, "loss_box_reg": 0.006834141589934006, "loss_cls": 0.04206448918557726, "loss_rpn_cls": 0.0006770412214791577, "loss_rpn_loc": 0.0017576944028405705, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5373624092899263, "total_loss": 0.05219669034011076}
{"data_time": 0.004043285734951496, "eta_seconds": 819.612545946613, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.37777777777777777, "fast_rcnn/fg_cls_accuracy": 0.607936507936508, "iteration": 238479, "loss_box_reg": 0.00777377828489989, "loss_cls": 0.04123658349271864, "loss_rpn_cls": 0.0013921232326197241, "loss_rpn_loc": 0.001748452883475693, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5396983483806252, "total_loss": 0.05199825917941325}
{"data_time": 0.004031625110656023, "eta_seconds": 809.0931983795017, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.40630252100840336, "fast_rcnn/fg_cls_accuracy": 0.5936974789915966, "iteration": 238499, "loss_box_reg": 0.006670490445685573, "loss_cls": 0.04278946219710633, "loss_rpn_cls": 0.0007908587032261494, "loss_rpn_loc": 0.0021540775524044875, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5405779778957367, "total_loss": 0.05286778681556825}
{"data_time": 0.0039017898961901665, "eta_seconds": 798.4012941345572, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.41265397536394177, "fast_rcnn/fg_cls_accuracy": 0.5873460246360582, "iteration": 238519, "loss_box_reg": 0.006904631722136401, "loss_cls": 0.04046069725882262, "loss_rpn_cls": 0.0009192679625584788, "loss_rpn_loc": 0.0017375829520460684, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5372241088189185, "total_loss": 0.04992757816125959}
{"data_time": 0.0040118396282196045, "eta_seconds": 787.5317540522665, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.381578947368421, "fast_rcnn/fg_cls_accuracy": 0.618421052631579, "iteration": 238539, "loss_box_reg": 0.006700149882817641, "loss_cls": 0.04394428210798651, "loss_rpn_cls": 0.0008279031989104624, "loss_rpn_loc": 0.0021517603636311833, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5368309183977544, "total_loss": 0.055078888358366385}
{"data_time": 0.004033778794109821, "eta_seconds": 776.7510318886489, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2278846153846154, "fast_rcnn/fg_cls_accuracy": 0.7334167709637046, "iteration": 238559, "loss_box_reg": 0.007139340654248372, "loss_cls": 0.04141558741685003, "loss_rpn_cls": 0.0004729621182377741, "loss_rpn_loc": 0.00198463634478685, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5478485911153257, "total_loss": 0.052709756297190324}
{"data_time": 0.004032924305647612, "eta_seconds": 765.8561676512472, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.23761609907120743, "fast_rcnn/fg_cls_accuracy": 0.7297160243407708, "iteration": 238579, "loss_box_reg": 0.0068593690084526315, "loss_cls": 0.041823112522251904, "loss_rpn_cls": 0.0005697568766436234, "loss_rpn_loc": 0.0025529609811201226, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5353506030514836, "total_loss": 0.054107901838051475}
{"data_time": 0.004133663140237331, "eta_seconds": 754.6671002861112, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3079710144927536, "fast_rcnn/fg_cls_accuracy": 0.6920289855072463, "iteration": 238599, "loss_box_reg": 0.006186838319990784, "loss_cls": 0.0402001115726307, "loss_rpn_cls": 0.0005258686799152201, "loss_rpn_loc": 0.0020531081445369637, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5307363881729543, "total_loss": 0.04936707314072919}
{"data_time": 0.003982923924922943, "eta_seconds": 743.8938368987292, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.294481981981982, "fast_rcnn/fg_cls_accuracy": 0.6754385964912281, "iteration": 238619, "loss_box_reg": 0.006500367628177628, "loss_cls": 0.03974045388167724, "loss_rpn_cls": 0.0006352518626044912, "loss_rpn_loc": 0.001632383391552139, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.539910270832479, "total_loss": 0.04889585856282963}
{"data_time": 0.004476909060031176, "eta_seconds": 732.9737789579667, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.24761904761904763, "fast_rcnn/fg_cls_accuracy": 0.7256410256410256, "iteration": 238639, "loss_box_reg": 0.006652856434811838, "loss_cls": 0.04153129202313721, "loss_rpn_cls": 0.0006376350046650714, "loss_rpn_loc": 0.0018307641194041935, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5370686347596347, "total_loss": 0.05088678751826592}
{"data_time": 0.004310159012675285, "eta_seconds": 721.834961171262, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2716216216216216, "fast_rcnn/fg_cls_accuracy": 0.7283783783783784, "iteration": 238659, "loss_box_reg": 0.00631476630223915, "loss_cls": 0.03744670492596924, "loss_rpn_cls": 0.00045573468605653034, "loss_rpn_loc": 0.0017326874640275491, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5334803415462375, "total_loss": 0.04671820639714497}
{"data_time": 0.004346557427197695, "eta_seconds": 711.0644068997353, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.4447261663286004, "fast_rcnn/fg_cls_accuracy": 0.5552738336713996, "iteration": 238679, "loss_box_reg": 0.00608757248846814, "loss_cls": 0.043843445368111134, "loss_rpn_cls": 0.0007478826111366743, "loss_rpn_loc": 0.001793064418961876, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.537065819837153, "total_loss": 0.05303209072849313}
{"data_time": 0.0041045681573450565, "eta_seconds": 700.404110123869, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.29273504273504275, "fast_rcnn/fg_cls_accuracy": 0.7072649572649572, "iteration": 238699, "loss_box_reg": 0.006801892159273848, "loss_cls": 0.043452195735881105, "loss_rpn_cls": 0.0006904383584469542, "loss_rpn_loc": 0.0018459763086866587, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.538733584806323, "total_loss": 0.05393716076844157}
{"data_time": 0.004049050621688366, "eta_seconds": 689.6369447107427, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3275462962962963, "fast_rcnn/fg_cls_accuracy": 0.5497340425531916, "iteration": 238719, "loss_box_reg": 0.007207761605968699, "loss_cls": 0.04014167032437399, "loss_rpn_cls": 0.0006199571542992999, "loss_rpn_loc": 0.0023524966618424514, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5403713835403323, "total_loss": 0.050505952193816483}
{"data_time": 0.004344908520579338, "eta_seconds": 678.7677646484226, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3706636500754148, "fast_rcnn/fg_cls_accuracy": 0.6293363499245852, "iteration": 238739, "loss_box_reg": 0.006463323748903349, "loss_cls": 0.04110125859733671, "loss_rpn_cls": 0.0011716056019395182, "loss_rpn_loc": 0.002126007535480312, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5333365118131042, "total_loss": 0.0531254125957048}
{"data_time": 0.00439203018322587, "eta_seconds": 667.9010820402764, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24444444444444444, "fast_rcnn/fg_cls_accuracy": 0.6848484848484848, "iteration": 238759, "loss_box_reg": 0.006377827376127243, "loss_cls": 0.04113689484074712, "loss_rpn_cls": 0.00046533255203939916, "loss_rpn_loc": 0.0019469719190965407, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.532263636123389, "total_loss": 0.052135407583250526}
{"data_time": 0.004344805143773556, "eta_seconds": 657.074971226044, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.32458770614692656, "fast_rcnn/fg_cls_accuracy": 0.6754122938530734, "iteration": 238779, "loss_box_reg": 0.0071915789594640955, "loss_cls": 0.04189577081706375, "loss_rpn_cls": 0.000983178219257752, "loss_rpn_loc": 0.001403634207235882, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5385762234218419, "total_loss": 0.053794960795471525}
{"data_time": 0.004050660412758589, "eta_seconds": 646.4711223971099, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.43529411764705883, "fast_rcnn/fg_cls_accuracy": 0.5647058823529412, "iteration": 238799, "loss_box_reg": 0.006987190528889187, "loss_cls": 0.039350070524960756, "loss_rpn_cls": 0.0006002078536369027, "loss_rpn_loc": 0.0023456724165953347, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5405535553582013, "total_loss": 0.04965926276418031}
{"data_time": 0.004323845729231834, "eta_seconds": 635.7055749800056, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3295218295218295, "fast_rcnn/fg_cls_accuracy": 0.6704781704781705, "iteration": 238819, "loss_box_reg": 0.0067494969989638776, "loss_cls": 0.03959412101539783, "loss_rpn_cls": 0.0005181554170121672, "loss_rpn_loc": 0.0020268976586521603, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.53755799587816, "total_loss": 0.04989698964504896}
{"data_time": 0.004188696388155222, "eta_seconds": 624.9443623563275, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.36260454002389486, "fast_rcnn/fg_cls_accuracy": 0.6148255813953488, "iteration": 238839, "loss_box_reg": 0.006330652569886297, "loss_cls": 0.038495580171002075, "loss_rpn_cls": 0.0008160109045576291, "loss_rpn_loc": 0.002483406522514997, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5406604600138962, "total_loss": 0.049779240895873045}
{"data_time": 0.003803619649261236, "eta_seconds": 614.4001963706687, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24358974358974358, "fast_rcnn/fg_cls_accuracy": 0.6860805860805861, "iteration": 238859, "loss_box_reg": 0.007372785068582743, "loss_cls": 0.040874922065995634, "loss_rpn_cls": 0.0007403214146961545, "loss_rpn_loc": 0.0015342420228989795, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5482206591404974, "total_loss": 0.05100572900801126}
{"data_time": 0.00411531375721097, "eta_seconds": 603.6306924903765, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.1978021978021978, "fast_rcnn/fg_cls_accuracy": 0.8002136752136753, "iteration": 238879, "loss_box_reg": 0.006551715297973715, "loss_cls": 0.04076899396022782, "loss_rpn_cls": 0.0007865440815635338, "loss_rpn_loc": 0.0017720859577821102, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5359073309227824, "total_loss": 0.05057060173476202}
{"data_time": 0.004171785898506641, "eta_seconds": 592.6059966562316, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3808316430020284, "fast_rcnn/fg_cls_accuracy": 0.6191683569979716, "iteration": 238899, "loss_box_reg": 0.006757534021744505, "loss_cls": 0.041224726068321615, "loss_rpn_cls": 0.0004692541764939051, "loss_rpn_loc": 0.001871734753876808, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5330475638620555, "total_loss": 0.05160870257782335}
{"data_time": 0.003740004263818264, "eta_seconds": 581.8778378944844, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4392156862745098, "fast_rcnn/fg_cls_accuracy": 0.5545454545454546, "iteration": 238919, "loss_box_reg": 0.006233048276044428, "loss_cls": 0.044197625713422894, "loss_rpn_cls": 0.0006421452666813821, "loss_rpn_loc": 0.0018896178289651289, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5434799627400935, "total_loss": 0.05316460931248912}
{"data_time": 0.004186703823506832, "eta_seconds": 571.0258243712597, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23056478405315614, "fast_rcnn/fg_cls_accuracy": 0.7694352159468438, "iteration": 238939, "loss_box_reg": 0.006402824510587379, "loss_cls": 0.04051642422564328, "loss_rpn_cls": 0.0012908888645597472, "loss_rpn_loc": 0.0014477985569101293, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5356738520786166, "total_loss": 0.04915701909288828}
{"data_time": 0.004197839181870222, "eta_seconds": 560.3113919338211, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.4138719512195122, "fast_rcnn/fg_cls_accuracy": 0.5571120689655172, "iteration": 238959, "loss_box_reg": 0.0061900926812086254, "loss_cls": 0.04117282631341368, "loss_rpn_cls": 0.0006948546574960801, "loss_rpn_loc": 0.0016478093784826342, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5442735906690359, "total_loss": 0.05028310918191892}
{"data_time": 0.00413734745234251, "eta_seconds": 549.5465236930177, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 238979, "loss_box_reg": 0.006691437374684028, "loss_cls": 0.04049559123814106, "loss_rpn_cls": 0.00046562628222091007, "loss_rpn_loc": 0.0014828051116637653, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5384901892393827, "total_loss": 0.04976530704971083}
{"data_time": 0.004032095894217491, "eta_seconds": 538.7340718149208, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.445993031358885, "fast_rcnn/fg_cls_accuracy": 0.554006968641115, "iteration": 238999, "loss_box_reg": 0.00674807044561021, "loss_cls": 0.03911476116627455, "loss_rpn_cls": 0.000798088036617628, "loss_rpn_loc": 0.0017115170467150165, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5385646871291101, "total_loss": 0.04993578874086779}
{"data_time": 0.0039434777572751045, "eta_seconds": 527.9701542961411, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.42606516290726815, "fast_rcnn/fg_cls_accuracy": 0.5739348370927319, "iteration": 239019, "loss_box_reg": 0.007084467710228637, "loss_cls": 0.041452625242527574, "loss_rpn_cls": 0.0006548246022930471, "loss_rpn_loc": 0.002147097147826571, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5377991814166307, "total_loss": 0.05243769663066189}
{"data_time": 0.0041540744714438915, "eta_seconds": 517.1745089921169, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.18513257575757575, "fast_rcnn/fg_cls_accuracy": 0.7888888888888889, "iteration": 239039, "loss_box_reg": 0.006694163515930995, "loss_cls": 0.03878663224168122, "loss_rpn_cls": 0.0004613733792666608, "loss_rpn_loc": 0.0020585373658832395, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5360555099323392, "total_loss": 0.050489525147497716}
{"data_time": 0.004157946910709143, "eta_seconds": 506.42456434853375, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.4488078541374474, "fast_rcnn/fg_cls_accuracy": 0.5403225806451613, "iteration": 239059, "loss_box_reg": 0.006414011135348119, "loss_cls": 0.04087095439899713, "loss_rpn_cls": 0.0007284367078170817, "loss_rpn_loc": 0.002209489444794599, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5360239734873176, "total_loss": 0.050721591604428795}
{"data_time": 0.004234675783663988, "eta_seconds": 495.75345855765045, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28008658008658005, "fast_rcnn/fg_cls_accuracy": 0.6877705627705628, "iteration": 239079, "loss_box_reg": 0.00707892476930283, "loss_cls": 0.04088662262074649, "loss_rpn_cls": 0.00037142608289286727, "loss_rpn_loc": 0.0014987555223342497, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5391822773963213, "total_loss": 0.051486669134646945}
{"data_time": 0.004092048387974501, "eta_seconds": 485.0239140740596, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25416666666666665, "fast_rcnn/fg_cls_accuracy": 0.7458333333333333, "iteration": 239099, "loss_box_reg": 0.007255717384396121, "loss_cls": 0.04358969227178022, "loss_rpn_cls": 0.0005487574052267519, "loss_rpn_loc": 0.0016115967628138606, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5397705635987222, "total_loss": 0.05285898076590456}
{"data_time": 0.004325109999626875, "eta_seconds": 474.2256530886516, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.25462962962962965, "fast_rcnn/fg_cls_accuracy": 0.6719219219219219, "iteration": 239119, "loss_box_reg": 0.0069689211377408355, "loss_cls": 0.04072740097763017, "loss_rpn_cls": 0.001062847420143953, "loss_rpn_loc": 0.001681012159679085, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5392479170113802, "total_loss": 0.04934102202878421}
{"data_time": 0.003895724657922983, "eta_seconds": 463.4568163063377, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.44494047619047616, "fast_rcnn/fg_cls_accuracy": 0.5550595238095238, "iteration": 239139, "loss_box_reg": 0.007033876550849527, "loss_cls": 0.03964969888329506, "loss_rpn_cls": 0.0007737090761565923, "loss_rpn_loc": 0.001856718667113455, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5392346754670143, "total_loss": 0.050906529718076854}
{"data_time": 0.004277788568288088, "eta_seconds": 452.69440890755504, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.42365967365967366, "fast_rcnn/fg_cls_accuracy": 0.5446355446355446, "iteration": 239159, "loss_box_reg": 0.006665912282187492, "loss_cls": 0.04241830136743374, "loss_rpn_cls": 0.0007645137150689152, "loss_rpn_loc": 0.0019714788777491776, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5440235491842031, "total_loss": 0.05227675344281124}
{"data_time": 0.004179839976131916, "eta_seconds": 441.9257214721292, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3557312252964427, "fast_rcnn/fg_cls_accuracy": 0.6442687747035574, "iteration": 239179, "loss_box_reg": 0.006888271091156639, "loss_cls": 0.042362931999377906, "loss_rpn_cls": 0.0007987519271637211, "loss_rpn_loc": 0.002040282632151502, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.530709839425981, "total_loss": 0.052376411404338796}
{"data_time": 0.003923218231648207, "eta_seconds": 430.9731153524481, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.4642857142857143, "fast_rcnn/fg_cls_accuracy": 0.5157142857142857, "iteration": 239199, "loss_box_reg": 0.0063490582251688465, "loss_cls": 0.04134484613314271, "loss_rpn_cls": 0.0014605356373635914, "loss_rpn_loc": 0.0016276071401080117, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5369455548934639, "total_loss": 0.0514891573488967}
{"data_time": 0.003972830716520548, "eta_seconds": 420.34231978747994, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.46590909090909094, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 239219, "loss_box_reg": 0.0072971606568899006, "loss_cls": 0.03997888904996216, "loss_rpn_cls": 0.000655399745738805, "loss_rpn_loc": 0.001814761071727844, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5439805635251105, "total_loss": 0.04950749745057692}
{"data_time": 0.0038555534556508064, "eta_seconds": 409.45136177679524, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.17707362534948742, "fast_rcnn/fg_cls_accuracy": 0.8229263746505125, "iteration": 239239, "loss_box_reg": 0.006760994088836014, "loss_cls": 0.03984323519398458, "loss_rpn_cls": 0.0008026854842455577, "loss_rpn_loc": 0.0015573865530313924, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5374903082847595, "total_loss": 0.04814126066003155}
{"data_time": 0.004099973477423191, "eta_seconds": 398.86587610747665, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.39166666666666666, "fast_rcnn/fg_cls_accuracy": 0.6083333333333334, "iteration": 239259, "loss_box_reg": 0.0067547605285653844, "loss_cls": 0.04098708712263033, "loss_rpn_cls": 0.0004495259332770729, "loss_rpn_loc": 0.0020839591743424535, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5441606873646379, "total_loss": 0.05138304940840044}
{"data_time": 0.0036028893664479256, "eta_seconds": 388.0496959881857, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.26973684210526316, "fast_rcnn/fg_cls_accuracy": 0.7302631578947368, "iteration": 239279, "loss_box_reg": 0.006249197846045718, "loss_cls": 0.037921294453553855, "loss_rpn_cls": 0.0004904734516912868, "loss_rpn_loc": 0.0015429282411787426, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.537705319467932, "total_loss": 0.04689219763940855}
{"data_time": 0.004085508640855551, "eta_seconds": 377.3346547251567, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.42045454545454547, "fast_rcnn/fg_cls_accuracy": 0.5795454545454546, "iteration": 239299, "loss_box_reg": 0.006618639497901313, "loss_cls": 0.04062062513548881, "loss_rpn_cls": 0.0014341640859925064, "loss_rpn_loc": 0.0020466193000174826, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5399482427164912, "total_loss": 0.050805312694478744}
{"data_time": 0.003924469463527203, "eta_seconds": 366.69776273472235, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3169642857142857, "fast_rcnn/fg_cls_accuracy": 0.6830357142857143, "iteration": 239319, "loss_box_reg": 0.006460129487095401, "loss_cls": 0.04012429423164576, "loss_rpn_cls": 0.0005266722976102756, "loss_rpn_loc": 0.0015278908322216012, "lr": 0.001, "roi_head/num_bg_samples": 495.75, "roi_head/num_fg_samples": 16.25, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5393543262034655, "total_loss": 0.05269582576141829}
{"data_time": 0.003641398623585701, "eta_seconds": 355.9691404560581, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.46875, "fast_rcnn/fg_cls_accuracy": 0.53125, "iteration": 239339, "loss_box_reg": 0.006564831899595447, "loss_cls": 0.04042169696185738, "loss_rpn_cls": 0.0009036589955826457, "loss_rpn_loc": 0.0021417448078864254, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5417400025762618, "total_loss": 0.04990229073609953}
{"data_time": 0.004014409612864256, "eta_seconds": 345.23215951165184, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.40412186379928317, "fast_rcnn/fg_cls_accuracy": 0.5958781362007168, "iteration": 239359, "loss_box_reg": 0.007316214076126926, "loss_cls": 0.0407514973776415, "loss_rpn_cls": 0.0008998531178576741, "loss_rpn_loc": 0.0017077454049285734, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5373011189512908, "total_loss": 0.05311570063634008}
{"data_time": 0.004196849651634693, "eta_seconds": 334.46048526791856, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3786764705882353, "fast_rcnn/fg_cls_accuracy": 0.6019269776876268, "iteration": 239379, "loss_box_reg": 0.006910086376592517, "loss_cls": 0.040199398063123226, "loss_rpn_cls": 0.0006492359179901541, "loss_rpn_loc": 0.0022712943882652326, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5390360443852842, "total_loss": 0.050337434854895946}
{"data_time": 0.004306336864829063, "eta_seconds": 323.6967887827195, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.256578947368421, "fast_rcnn/fg_cls_accuracy": 0.743421052631579, "iteration": 239399, "loss_box_reg": 0.006390749244019389, "loss_cls": 0.04354428348597139, "loss_rpn_cls": 0.0006907538993345952, "loss_rpn_loc": 0.002050188067187264, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5394022813998163, "total_loss": 0.05195937881364898}
{"data_time": 0.004302558023482561, "eta_seconds": 312.9502281951718, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3811684628474192, "fast_rcnn/fg_cls_accuracy": 0.6188315371525808, "iteration": 239419, "loss_box_reg": 0.006498190792626701, "loss_cls": 0.039199942140839994, "loss_rpn_cls": 0.00032837549247233255, "loss_rpn_loc": 0.0021970135931042023, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5383251579478383, "total_loss": 0.04936201179154409}
{"data_time": 0.004060985054820776, "eta_seconds": 302.1454625367187, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.32179487179487176, "fast_rcnn/fg_cls_accuracy": 0.6778505182760501, "iteration": 239439, "loss_box_reg": 0.006769139319658279, "loss_cls": 0.041071874380577356, "loss_rpn_cls": 0.0004460138966919658, "loss_rpn_loc": 0.0016835208862175932, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5373016488738358, "total_loss": 0.05044189652778641}
{"data_time": 0.003947820048779249, "eta_seconds": 291.3453933233395, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.31634615384615383, "fast_rcnn/fg_cls_accuracy": 0.6836538461538462, "iteration": 239459, "loss_box_reg": 0.006356247584335506, "loss_cls": 0.040585072012618184, "loss_rpn_cls": 0.0009081582771841568, "loss_rpn_loc": 0.001942327475262573, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5321901529096067, "total_loss": 0.051295065182884514}
{"data_time": 0.0038270107470452785, "eta_seconds": 280.57476880121976, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.31009615384615385, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 239479, "loss_box_reg": 0.006798264104872942, "loss_cls": 0.04168441105866805, "loss_rpn_cls": 0.0010563832465777523, "loss_rpn_loc": 0.00157266581300064, "lr": 0.001, "roi_head/num_bg_samples": 495.5, "roi_head/num_fg_samples": 16.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5407318458892405, "total_loss": 0.05138669795815076}
{"data_time": 0.004074353724718094, "eta_seconds": 269.77324395021424, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.42878787878787883, "fast_rcnn/fg_cls_accuracy": 0.5712121212121213, "iteration": 239499, "loss_box_reg": 0.00679791287984699, "loss_cls": 0.04201836761785671, "loss_rpn_cls": 0.0008367966492528467, "loss_rpn_loc": 0.002004328362090746, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.54175542620942, "total_loss": 0.05312023752469486}
{"data_time": 0.004116655793040991, "eta_seconds": 259.03351975698024, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2666880616174583, "fast_rcnn/fg_cls_accuracy": 0.7333119383825417, "iteration": 239519, "loss_box_reg": 0.0064392466156277806, "loss_cls": 0.04044201719807461, "loss_rpn_cls": 0.0005014129679068446, "loss_rpn_loc": 0.0018674433958949521, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5412477212958038, "total_loss": 0.05135435880563932}
{"data_time": 0.00392872653901577, "eta_seconds": 248.31276196846738, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5, "fast_rcnn/fg_cls_accuracy": 0.4852941176470588, "iteration": 239539, "loss_box_reg": 0.005990838151774369, "loss_cls": 0.04137029894627631, "loss_rpn_cls": 0.0005171454342871584, "loss_rpn_loc": 0.0021595172001980245, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5484021408483386, "total_loss": 0.05046501506308232}
{"data_time": 0.003774830140173435, "eta_seconds": 237.51541707431898, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.40512820512820513, "fast_rcnn/fg_cls_accuracy": 0.5786555786555787, "iteration": 239559, "loss_box_reg": 0.006936568970559165, "loss_cls": 0.04033348534721881, "loss_rpn_cls": 0.0012367329427434015, "loss_rpn_loc": 0.00202992012782488, "lr": 0.001, "roi_head/num_bg_samples": 492.75, "roi_head/num_fg_samples": 19.25, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5385965290479362, "total_loss": 0.05158936921861823}
{"data_time": 0.004145553335547447, "eta_seconds": 226.76718609267846, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.37797619047619047, "fast_rcnn/fg_cls_accuracy": 0.6220238095238095, "iteration": 239579, "loss_box_reg": 0.006842153001343831, "loss_cls": 0.04088717931881547, "loss_rpn_cls": 0.000763461110523167, "loss_rpn_loc": 0.0017249347893084632, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388125204481184, "total_loss": 0.05079191196296051}
{"data_time": 0.00422700634226203, "eta_seconds": 216.05202346062288, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.7, "iteration": 239599, "loss_box_reg": 0.007744603411993012, "loss_cls": 0.04453322465997189, "loss_rpn_cls": 0.0006967362131717891, "loss_rpn_loc": 0.001562179537359043, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5414019953459501, "total_loss": 0.05480255688598845}
{"data_time": 0.004058669321238995, "eta_seconds": 205.25405356753618, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2821939586645469, "fast_rcnn/fg_cls_accuracy": 0.7047930283224402, "iteration": 239619, "loss_box_reg": 0.006327778653940186, "loss_cls": 0.04118659932282753, "loss_rpn_cls": 0.0006942445486686211, "loss_rpn_loc": 0.001712272494842182, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5406296271830797, "total_loss": 0.05091230935477142}
{"data_time": 0.004350217059254646, "eta_seconds": 194.47956256661564, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.08724202626641651, "fast_rcnn/fg_cls_accuracy": 0.7837995337995338, "iteration": 239639, "loss_box_reg": 0.006641663159825839, "loss_cls": 0.04029731216724031, "loss_rpn_cls": 0.0005532090093396391, "loss_rpn_loc": 0.0022917017522559036, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5360638233833015, "total_loss": 0.05138841668645}
{"data_time": 0.0038625113666057587, "eta_seconds": 183.7368898470886, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2805219012115564, "fast_rcnn/fg_cls_accuracy": 0.7194780987884436, "iteration": 239659, "loss_box_reg": 0.006611993216210976, "loss_cls": 0.041591513087041676, "loss_rpn_cls": 0.0010206521977806915, "loss_rpn_loc": 0.001691187908363645, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5432652225717902, "total_loss": 0.051865147170872206}
{"data_time": 0.0037958924658596516, "eta_seconds": 172.96053267130628, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.38675213675213677, "fast_rcnn/fg_cls_accuracy": 0.5976923076923077, "iteration": 239679, "loss_box_reg": 0.0059382714971434325, "loss_cls": 0.042085331631824374, "loss_rpn_cls": 0.0007597174932101325, "loss_rpn_loc": 0.0015877021105552558, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5409566229209304, "total_loss": 0.05230328369520976}
{"data_time": 0.00428031524643302, "eta_seconds": 162.18417549552396, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.18614718614718614, "fast_rcnn/fg_cls_accuracy": 0.8138528138528138, "iteration": 239699, "loss_box_reg": 0.0074065535445697606, "loss_cls": 0.04244711031788029, "loss_rpn_cls": 0.001049376796913748, "loss_rpn_loc": 0.0017788170553103555, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5388365346007049, "total_loss": 0.05268028873149433}
{"data_time": 0.004270483739674091, "eta_seconds": 151.42234995774925, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3390804597701149, "fast_rcnn/fg_cls_accuracy": 0.6609195402298851, "iteration": 239719, "loss_box_reg": 0.006303378671873361, "loss_cls": 0.03721656440757215, "loss_rpn_cls": 0.0007712752534416722, "loss_rpn_loc": 0.0022418467688112287, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.540170312859118, "total_loss": 0.04759568422736038}
{"data_time": 0.003763035871088505, "eta_seconds": 140.6845994470641, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3608608608608609, "fast_rcnn/fg_cls_accuracy": 0.6391391391391392, "iteration": 239739, "loss_box_reg": 0.006150603512651287, "loss_cls": 0.0405024680076167, "loss_rpn_cls": 0.0006183338739447208, "loss_rpn_loc": 0.0012974628807569388, "lr": 0.001, "roi_head/num_bg_samples": 494.0, "roi_head/num_fg_samples": 18.0, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5364324771799147, "total_loss": 0.049211470778004696}
{"data_time": 0.003805093467235565, "eta_seconds": 129.91231999220327, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4096774193548387, "fast_rcnn/fg_cls_accuracy": 0.5844402277039848, "iteration": 239759, "loss_box_reg": 0.006522473006043583, "loss_cls": 0.04139815951930359, "loss_rpn_cls": 0.0007805286705888648, "loss_rpn_loc": 0.0017972726909647463, "lr": 0.001, "roi_head/num_bg_samples": 494.5, "roi_head/num_fg_samples": 17.5, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5357464058324695, "total_loss": 0.05112610232109205}
{"data_time": 0.004186632577329874, "eta_seconds": 119.13121459865943, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3252032520325203, "fast_rcnn/fg_cls_accuracy": 0.6747967479674797, "iteration": 239779, "loss_box_reg": 0.006716402596794069, "loss_cls": 0.03818916704040021, "loss_rpn_cls": 0.0009809514043581657, "loss_rpn_loc": 0.0024344904013560154, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5391593757085502, "total_loss": 0.048974909051764826}
{"data_time": 0.004179128911346197, "eta_seconds": 108.37295608269051, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3950068399452804, "fast_rcnn/fg_cls_accuracy": 0.5460784313725491, "iteration": 239799, "loss_box_reg": 0.006117097975220531, "loss_cls": 0.043433991027995944, "loss_rpn_cls": 0.0006782017743489632, "loss_rpn_loc": 0.0017383833037456498, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5423551532439888, "total_loss": 0.053360132084293355}
{"data_time": 0.004430166445672512, "eta_seconds": 97.62123638438061, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4821200510855683, "fast_rcnn/fg_cls_accuracy": 0.5178799489144317, "iteration": 239819, "loss_box_reg": 0.00763010281661991, "loss_cls": 0.04231919511221349, "loss_rpn_cls": 0.0009214262940986373, "loss_rpn_loc": 0.001605660681889276, "lr": 0.001, "roi_head/num_bg_samples": 495.25, "roi_head/num_fg_samples": 16.75, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5483089638873935, "total_loss": 0.05317307647283087}
{"data_time": 0.004293214529752731, "eta_seconds": 86.84399147005752, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14583333333333331, "fast_rcnn/fg_cls_accuracy": 0.8166666666666667, "iteration": 239839, "loss_box_reg": 0.00675318120920565, "loss_cls": 0.03892198140965775, "loss_rpn_cls": 0.0006675904299981994, "loss_rpn_loc": 0.002026051641223603, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5420999554917216, "total_loss": 0.05093043095371286}
{"data_time": 0.004073636140674353, "eta_seconds": 76.03145327512175, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.41524621212121215, "fast_rcnn/fg_cls_accuracy": 0.5773524720893142, "iteration": 239859, "loss_box_reg": 0.006669692927971482, "loss_cls": 0.040036385238636285, "loss_rpn_cls": 0.0003901284411540473, "loss_rpn_loc": 0.001786607068424928, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5374454888515174, "total_loss": 0.049651215370857926}
{"data_time": 0.0035705342888832092, "eta_seconds": 65.26341839460656, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2353846153846154, "fast_rcnn/fg_cls_accuracy": 0.7593103448275862, "iteration": 239879, "loss_box_reg": 0.006308140465989709, "loss_cls": 0.039991772966459394, "loss_rpn_cls": 0.0005777145466367983, "loss_rpn_loc": 0.0013849232855136506, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5410186788067222, "total_loss": 0.04872949725665876}
{"data_time": 0.0039925058372318745, "eta_seconds": 54.48417712561786, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2746294681778553, "fast_rcnn/fg_cls_accuracy": 0.7253705318221447, "iteration": 239899, "loss_box_reg": 0.006580975488759577, "loss_cls": 0.03864457341842353, "loss_rpn_cls": 0.0007369562551389208, "loss_rpn_loc": 0.002084095303871436, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5349086751230061, "total_loss": 0.05009053646867301}
{"data_time": 0.004310949705541134, "eta_seconds": 43.69169757189229, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.36317567567567566, "fast_rcnn/fg_cls_accuracy": 0.6368243243243243, "iteration": 239919, "loss_box_reg": 0.006497150956420228, "loss_cls": 0.03929085819981992, "loss_rpn_cls": 0.000912893351198818, "loss_rpn_loc": 0.0021102158789290115, "lr": 0.001, "roi_head/num_bg_samples": 493.75, "roi_head/num_fg_samples": 18.25, "rpn/num_neg_anchors": 250.5, "rpn/num_pos_anchors": 5.5, "time": 0.5336826625280082, "total_loss": 0.049717523103822714}
{"data_time": 0.004175093490630388, "eta_seconds": 32.90733499918133, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.4447261663286004, "fast_rcnn/fg_cls_accuracy": 0.5552738336713996, "iteration": 239939, "loss_box_reg": 0.006612557830521837, "loss_cls": 0.039510742702987045, "loss_rpn_cls": 0.0004692719249419497, "loss_rpn_loc": 0.0020667478811446927, "lr": 0.001, "roi_head/num_bg_samples": 494.75, "roi_head/num_fg_samples": 17.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5416785753332078, "total_loss": 0.05092519138975149}
{"data_time": 0.003955461084842682, "eta_seconds": 22.116004614159465, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3397129186602871, "fast_rcnn/fg_cls_accuracy": 0.6451355661881978, "iteration": 239959, "loss_box_reg": 0.006521083356346935, "loss_cls": 0.04040829633595422, "loss_rpn_cls": 0.000516051829947628, "loss_rpn_loc": 0.0018728119830484502, "lr": 0.001, "roi_head/num_bg_samples": 495.0, "roi_head/num_fg_samples": 17.0, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5364355016499758, "total_loss": 0.05083747026441188}
{"data_time": 0.003867363091558218, "eta_seconds": 11.327477148268372, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.4519519519519519, "fast_rcnn/fg_cls_accuracy": 0.5480480480480481, "iteration": 239979, "loss_box_reg": 0.00619201545487158, "loss_cls": 0.04036471399012953, "loss_rpn_cls": 0.0006940153693903994, "loss_rpn_loc": 0.0018505326479498763, "lr": 0.001, "roi_head/num_bg_samples": 494.25, "roi_head/num_fg_samples": 17.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5364496065303683, "total_loss": 0.049768993266354755}
{"bbox/AP": 18.562442387766318, "bbox/AP50": 30.805444289692197, "bbox/AP75": 19.27084362335904, "bbox/APl": 29.52623048886462, "bbox/APm": 20.358270664912638, "bbox/APs": 6.327613480554119, "bbox/bAP": 20.578018314643888, "bbox/bAP50": 33.408522080268995, "bbox/bAP75": 21.680275139654885, "bbox/bAPl": 32.369555085005615, "bbox/bAPm": 23.15886704930943, "bbox/bAPs": 7.421033112641863, "bbox/nAP": 12.515714607133601, "bbox/nAP50": 22.99621091796181, "bbox/nAP75": 12.042549074471495, "bbox/nAPl": 20.99625670044164, "bbox/nAPm": 11.956481511722266, "bbox/nAPs": 3.1020255658952696, "data_time": 0.004196312744170427, "eta_seconds": 0.5394147466868162, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4993614303959132, "fast_rcnn/fg_cls_accuracy": 0.5006385696040868, "iteration": 239999, "loss_box_reg": 0.0066306743829045445, "loss_cls": 0.04227827687282115, "loss_rpn_cls": 0.0007089926497201304, "loss_rpn_loc": 0.0023348797076323535, "lr": 0.001, "roi_head/num_bg_samples": 497.25, "roi_head/num_fg_samples": 14.75, "rpn/num_neg_anchors": 249.75, "rpn/num_pos_anchors": 6.25, "time": 0.5466862916946411, "total_loss": 0.05125558869752922}
