{"data_time": 0.0068814922124147415, "eta_seconds": 6263.410969952121, "fast_rcnn/cls_accuracy": 0.9501953125, "fast_rcnn/false_negative": 0.2777777777777778, "fast_rcnn/fg_cls_accuracy": 0.6153846153846154, "iteration": 19, "loss_box_reg": 0.062311630230396986, "loss_cls": 0.21652218606323004, "loss_rpn_cls": 0.0059406443117495655, "loss_rpn_loc": 0.005047695987741463, "lr": 0.001, "roi_head/num_bg_samples": 493.5, "roi_head/num_fg_samples": 18.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5227786470204592, "total_loss": 0.30580341934364696}
{"data_time": 0.006379345431923866, "eta_seconds": 6252.955397011712, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.5835920177383591, "fast_rcnn/fg_cls_accuracy": 0.4164079822616408, "iteration": 39, "loss_box_reg": 0.0666674054809846, "loss_cls": 0.12169972213450819, "loss_rpn_cls": 0.00833973672143884, "loss_rpn_loc": 0.005638426446239464, "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": 0.5226622084155679, "total_loss": 0.20065408721688982}
{"data_time": 0.007288524881005287, "eta_seconds": 6242.499824071303, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5593073593073593, "fast_rcnn/fg_cls_accuracy": 0.4121212121212121, "iteration": 59, "loss_box_reg": 0.06246824562549591, "loss_cls": 0.11440913868136704, "loss_rpn_cls": 0.00444777470875124, "loss_rpn_loc": 0.0046013667015358806, "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": 0.5222733351401985, "total_loss": 0.18450880952866555}
{"data_time": 0.006740116979926825, "eta_seconds": 6216.047873721458, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.5407466880770775, "fast_rcnn/fg_cls_accuracy": 0.4429164504411002, "iteration": 79, "loss_box_reg": 0.06402594572864473, "loss_cls": 0.1074454968329519, "loss_rpn_cls": 0.0038401517717829847, "loss_rpn_loc": 0.004490954714128748, "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": 0.5148435174487531, "total_loss": 0.17686878504059678}
{"data_time": 0.005625431891530752, "eta_seconds": 6206.294333095662, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.510657596371882, "fast_rcnn/fg_cls_accuracy": 0.4561448240693524, "iteration": 99, "loss_box_reg": 0.06636429042555392, "loss_cls": 0.10849541984498501, "loss_rpn_cls": 0.0029834386864422413, "loss_rpn_loc": 0.004448265513929073, "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": 0.5220709820277989, "total_loss": 0.18595089306268164}
{"data_time": 0.006805165205150843, "eta_seconds": 6198.175430309027, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3204125177809388, "fast_rcnn/fg_cls_accuracy": 0.6425061425061425, "iteration": 119, "loss_box_reg": 0.05721561994869262, "loss_cls": 0.09898492088541389, "loss_rpn_cls": 0.00305731833259415, "loss_rpn_loc": 0.005106848220748361, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5252840486355126, "total_loss": 0.16949046413134283}
{"data_time": 0.007395706605166197, "eta_seconds": 6199.133243205026, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.5347222222222222, "fast_rcnn/fg_cls_accuracy": 0.40064102564102566, "iteration": 139, "loss_box_reg": 0.06062323204241693, "loss_cls": 0.09453836886677891, "loss_rpn_cls": 0.0029762882179511507, "loss_rpn_loc": 0.007672634877962992, "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": 0.5301568638533354, "total_loss": 0.1657847068099727}
{"data_time": 0.006965804845094681, "eta_seconds": 6194.87698828429, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.47394429469901167, "fast_rcnn/fg_cls_accuracy": 0.5071877807726864, "iteration": 159, "loss_box_reg": 0.056536498363129795, "loss_cls": 0.09026139520574361, "loss_rpn_cls": 0.002891220540050199, "loss_rpn_loc": 0.004831323491089279, "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": 0.5385158155113459, "total_loss": 0.1568246086342242}
{"data_time": 0.005501485429704189, "eta_seconds": 6212.173996895552, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.55, "fast_rcnn/fg_cls_accuracy": 0.4422222222222222, "iteration": 179, "loss_box_reg": 0.06335934915114194, "loss_cls": 0.09389122389256954, "loss_rpn_cls": 0.0027892901168797835, "loss_rpn_loc": 0.0053664536790165585, "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": 0.5293988240882754, "total_loss": 0.16513209920617555}
{"data_time": 0.006253669038414955, "eta_seconds": 6209.24930646643, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.5673076923076923, "fast_rcnn/fg_cls_accuracy": 0.4294871794871795, "iteration": 199, "loss_box_reg": 0.06246286537498236, "loss_cls": 0.09831271506845951, "loss_rpn_cls": 0.0026114808897546027, "loss_rpn_loc": 0.004434503774973564, "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": 0.5266001601703465, "total_loss": 0.16890528012254435}
{"data_time": 0.006401468999683857, "eta_seconds": 6202.59850617405, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4955406911928651, "fast_rcnn/fg_cls_accuracy": 0.4408695652173913, "iteration": 219, "loss_box_reg": 0.05973794701276347, "loss_cls": 0.089233337668702, "loss_rpn_cls": 0.0026642700847787637, "loss_rpn_loc": 0.006191219663378433, "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": 0.5308255329728127, "total_loss": 0.15535801864132281}
{"data_time": 0.0065758791752159595, "eta_seconds": 6192.068672533147, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.327393431167016, "fast_rcnn/fg_cls_accuracy": 0.6355695317959469, "iteration": 239, "loss_box_reg": 0.0528792244149372, "loss_cls": 0.08584174991119653, "loss_rpn_cls": 0.0022774794133511023, "loss_rpn_loc": 0.003929408132535173, "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": 0.5272781536914408, "total_loss": 0.1491953653167002}
{"data_time": 0.0068092672154307365, "eta_seconds": 6170.132382839918, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.41885553470919323, "fast_rcnn/fg_cls_accuracy": 0.5394100580270793, "iteration": 259, "loss_box_reg": 0.057088544010184705, "loss_cls": 0.0863841469399631, "loss_rpn_cls": 0.002664863318273092, "loss_rpn_loc": 0.0037513102652155794, "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": 0.5202841353602707, "total_loss": 0.1533894073426154}
{"data_time": 0.007788714952766895, "eta_seconds": 6137.659337958321, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.574313725490196, "fast_rcnn/fg_cls_accuracy": 0.41360294117647056, "iteration": 279, "loss_box_reg": 0.05679466365836561, "loss_cls": 0.0847993161296472, "loss_rpn_cls": 0.002435424748910009, "loss_rpn_loc": 0.00417040797037771, "lr": 0.001, "roi_head/num_bg_samples": 488.25, "roi_head/num_fg_samples": 23.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5156892938539386, "total_loss": 0.14852429607287831}
{"data_time": 0.0064025577157735825, "eta_seconds": 6127.069415612146, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44892648015614833, "fast_rcnn/fg_cls_accuracy": 0.5, "iteration": 299, "loss_box_reg": 0.05723487673094496, "loss_cls": 0.08353072684258223, "loss_rpn_cls": 0.0021901256909586664, "loss_rpn_loc": 0.004888352741545532, "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": 0.5222987881861627, "total_loss": 0.14684034145739133}
{"data_time": 0.00687622232362628, "eta_seconds": 6116.5966877844185, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3829787234042553, "fast_rcnn/fg_cls_accuracy": 0.6170212765957447, "iteration": 319, "loss_box_reg": 0.05521852499805391, "loss_cls": 0.08053119259420782, "loss_rpn_cls": 0.0029901946147674607, "loss_rpn_loc": 0.0037830755609320477, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5214853840880096, "total_loss": 0.1408947527561395}
{"data_time": 0.006779348477721214, "eta_seconds": 6106.240554554388, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.421832884097035, "fast_rcnn/fg_cls_accuracy": 0.5598946906537955, "iteration": 339, "loss_box_reg": 0.05454841791652143, "loss_cls": 0.08455885201692581, "loss_rpn_cls": 0.002056918476910141, "loss_rpn_loc": 0.004703349055489525, "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": 0.5275304336100817, "total_loss": 0.14851242539475606}
{"data_time": 0.00745981652289629, "eta_seconds": 6095.767626753077, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.4623693379790941, "fast_rcnn/fg_cls_accuracy": 0.5132404181184669, "iteration": 359, "loss_box_reg": 0.05344426317606121, "loss_cls": 0.08160487352870405, "loss_rpn_cls": 0.0017888678410145076, "loss_rpn_loc": 0.004453433823073283, "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": 0.523683097679168, "total_loss": 0.14270821324646477}
{"data_time": 0.006871117278933525, "eta_seconds": 6085.294698951766, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.4735247208931419, "fast_rcnn/fg_cls_accuracy": 0.46782496782496785, "iteration": 379, "loss_box_reg": 0.052007979538757354, "loss_cls": 0.08316640416160226, "loss_rpn_cls": 0.00206739514550236, "loss_rpn_loc": 0.003755175137484912, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5234967903234065, "total_loss": 0.1420798250956068}
{"data_time": 0.006169870030134916, "eta_seconds": 6094.459077883512, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4540441176470588, "fast_rcnn/fg_cls_accuracy": 0.5303308823529411, "iteration": 399, "loss_box_reg": 0.05332165869185701, "loss_cls": 0.07681731902994215, "loss_rpn_cls": 0.0027130061258731075, "loss_rpn_loc": 0.004084572632564232, "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": 0.532366200350225, "total_loss": 0.13550762861325438}
{"data_time": 0.005301147233694792, "eta_seconds": 6084.512674637139, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.38, "fast_rcnn/fg_cls_accuracy": 0.62, "iteration": 419, "loss_box_reg": 0.05366623919690028, "loss_cls": 0.08237388054840267, "loss_rpn_cls": 0.0019224772696588843, "loss_rpn_loc": 0.004355404140369501, "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": 0.528470188844949, "total_loss": 0.14777594377665082}
{"data_time": 0.006764247547835112, "eta_seconds": 6074.004924573004, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.41839323467230444, "fast_rcnn/fg_cls_accuracy": 0.5816067653276955, "iteration": 439, "loss_box_reg": 0.05224581412039697, "loss_cls": 0.07727304822765291, "loss_rpn_cls": 0.002160170579259102, "loss_rpn_loc": 0.003819024976110086, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5257709166035056, "total_loss": 0.13812538382535422}
{"data_time": 0.006537931971251965, "eta_seconds": 6065.028347700834, "fast_rcnn/cls_accuracy": 0.96630859375, "fast_rcnn/false_negative": 0.49528301886792453, "fast_rcnn/fg_cls_accuracy": 0.4516651248843663, "iteration": 459, "loss_box_reg": 0.049867560097482055, "loss_cls": 0.073460737708956, "loss_rpn_cls": 0.0020880567806216277, "loss_rpn_loc": 0.0039222911746037425, "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": 0.5284755807369947, "total_loss": 0.13337695166950425}
{"data_time": 0.006499206647276878, "eta_seconds": 6058.837147668004, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.5402777777777779, "fast_rcnn/fg_cls_accuracy": 0.4388888888888889, "iteration": 479, "loss_box_reg": 0.04788555693812668, "loss_cls": 0.07390776881948113, "loss_rpn_cls": 0.0020468898029548654, "loss_rpn_loc": 0.003517216639011167, "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": 0.5283441543579102, "total_loss": 0.13057275927303635}
{"data_time": 0.0068266079761087894, "eta_seconds": 6042.4816743806, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3519009725906278, "fast_rcnn/fg_cls_accuracy": 0.6480990274093723, "iteration": 499, "loss_box_reg": 0.05133332696277648, "loss_cls": 0.07514599314890802, "loss_rpn_cls": 0.002099417056342645, "loss_rpn_loc": 0.003157761719194241, "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": 0.5210865256376565, "total_loss": 0.13420083411756423}
{"data_time": 0.005736227612942457, "eta_seconds": 6023.495872355998, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.49039615846338536, "fast_rcnn/fg_cls_accuracy": 0.5096038415366146, "iteration": 519, "loss_box_reg": 0.05301673890789971, "loss_cls": 0.07376723131164908, "loss_rpn_cls": 0.0019713345791387837, "loss_rpn_loc": 0.004097990378795657, "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": 0.5197996031492949, "total_loss": 0.13338004649637014}
{"data_time": 0.006073778495192528, "eta_seconds": 6011.759009589441, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4861111111111111, "fast_rcnn/fg_cls_accuracy": 0.513157894736842, "iteration": 539, "loss_box_reg": 0.047553873097058386, "loss_cls": 0.07185754564125091, "loss_rpn_cls": 0.002222605639303765, "loss_rpn_loc": 0.0038526639546034858, "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": 0.5203734673559666, "total_loss": 0.12579642350601716}
{"data_time": 0.006794232875108719, "eta_seconds": 6001.268198997714, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4318181818181818, "fast_rcnn/fg_cls_accuracy": 0.5227272727272727, "iteration": 559, "loss_box_reg": 0.05328954441938549, "loss_cls": 0.07229034113697708, "loss_rpn_cls": 0.0018285266221482743, "loss_rpn_loc": 0.003395666877622716, "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": 0.522577537689358, "total_loss": 0.1324921648667896}
{"data_time": 0.005469100084155798, "eta_seconds": 5990.777388405986, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.42430441898527005, "fast_rcnn/fg_cls_accuracy": 0.5692853246044736, "iteration": 579, "loss_box_reg": 0.05005853058537468, "loss_cls": 0.0686109948437661, "loss_rpn_cls": 0.001824450400818023, "loss_rpn_loc": 0.0030340674202307127, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5245145126245916, "total_loss": 0.12483666543448635}
{"data_time": 0.00721353804692626, "eta_seconds": 5980.286577814259, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.5058139534883721, "fast_rcnn/fg_cls_accuracy": 0.4680952380952381, "iteration": 599, "loss_box_reg": 0.04845360794570297, "loss_cls": 0.07054612663341686, "loss_rpn_cls": 0.001561097658395738, "loss_rpn_loc": 0.003589923057006672, "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": 0.5256887548603117, "total_loss": 0.12431762198957585}
{"data_time": 0.006627838127315044, "eta_seconds": 5979.435173995793, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.40625, "fast_rcnn/fg_cls_accuracy": 0.59375, "iteration": 619, "loss_box_reg": 0.04758149990811944, "loss_cls": 0.07088279468007386, "loss_rpn_cls": 0.002096077877922653, "loss_rpn_loc": 0.00365664777928032, "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": 0.539417864754796, "total_loss": 0.12667138778266462}
{"data_time": 0.0064528933726251125, "eta_seconds": 5968.377690184861, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.4618421052631579, "fast_rcnn/fg_cls_accuracy": 0.525, "iteration": 639, "loss_box_reg": 0.04946662049042061, "loss_cls": 0.0684569631703198, "loss_rpn_cls": 0.0021234696425835864, "loss_rpn_loc": 0.003253457551181782, "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": 0.5184183944948018, "total_loss": 0.1229191252077726}
{"data_time": 0.005500855855643749, "eta_seconds": 5958.419673867524, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4553191489361702, "fast_rcnn/fg_cls_accuracy": 0.4965425531914894, "iteration": 659, "loss_box_reg": 0.04755230841692537, "loss_cls": 0.0681262135040015, "loss_rpn_cls": 0.0018859563600699403, "loss_rpn_loc": 0.0034566424001241103, "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": 0.5376311955042183, "total_loss": 0.12098002986806478}
{"data_time": 0.006601137109100819, "eta_seconds": 5947.911923803389, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.36356821589205396, "fast_rcnn/fg_cls_accuracy": 0.6364317841079461, "iteration": 679, "loss_box_reg": 0.04904758417978883, "loss_cls": 0.065883323259186, "loss_rpn_cls": 0.0018946591948179048, "loss_rpn_loc": 0.004263348695531022, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5256243865005672, "total_loss": 0.12193235577018413}
{"data_time": 0.005567754618823528, "eta_seconds": 5936.857343260199, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3576799140708915, "fast_rcnn/fg_cls_accuracy": 0.6423200859291085, "iteration": 699, "loss_box_reg": 0.04734197916695848, "loss_cls": 0.06916061299853027, "loss_rpn_cls": 0.0016083763291590003, "loss_rpn_loc": 0.003391063815797679, "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": 0.5196352046914399, "total_loss": 0.12191818424662415}
{"data_time": 0.006391569972038269, "eta_seconds": 5918.566060103476, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.45607088989441935, "fast_rcnn/fg_cls_accuracy": 0.5343137254901961, "iteration": 719, "loss_box_reg": 0.04528292687609792, "loss_cls": 0.06970615219324827, "loss_rpn_cls": 0.002050397052471453, "loss_rpn_loc": 0.0030617796510341577, "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": 0.5181625243276358, "total_loss": 0.12113835405580176}
{"data_time": 0.006427619606256485, "eta_seconds": 5908.073078878224, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.46149923508414076, "fast_rcnn/fg_cls_accuracy": 0.5385007649158593, "iteration": 739, "loss_box_reg": 0.04467200784711167, "loss_cls": 0.06805877201259136, "loss_rpn_cls": 0.001955368873154839, "loss_rpn_loc": 0.003773662232561037, "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": 0.5234986967407167, "total_loss": 0.11961400571271952}
{"data_time": 0.007380130235105753, "eta_seconds": 5904.765451909974, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.34729609929078015, "fast_rcnn/fg_cls_accuracy": 0.6451388888888889, "iteration": 759, "loss_box_reg": 0.042737798765301704, "loss_cls": 0.06851822219323367, "loss_rpn_cls": 0.0017046164305156708, "loss_rpn_loc": 0.003543592287314823, "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": 0.5266021061688662, "total_loss": 0.11849845864571762}
{"data_time": 0.00635719345882535, "eta_seconds": 5894.830214027315, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.39827586206896554, "fast_rcnn/fg_cls_accuracy": 0.6017241379310345, "iteration": 779, "loss_box_reg": 0.0467621490242891, "loss_cls": 0.06426559016108513, "loss_rpn_cls": 0.0022829617553838943, "loss_rpn_loc": 0.0031924445611366536, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5299579808488488, "total_loss": 0.115736243535423}
{"data_time": 0.007421819493174553, "eta_seconds": 5883.753921078518, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.47685185185185186, "fast_rcnn/fg_cls_accuracy": 0.5231481481481481, "iteration": 799, "loss_box_reg": 0.041724265553057194, "loss_cls": 0.06413096794858575, "loss_rpn_cls": 0.0016264973996840126, "loss_rpn_loc": 0.0036947684129700065, "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": 0.5205818731337786, "total_loss": 0.11049701903263554}
{"data_time": 0.005872949026525021, "eta_seconds": 5874.357673354447, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3317669172932331, "fast_rcnn/fg_cls_accuracy": 0.668233082706767, "iteration": 819, "loss_box_reg": 0.041712075006216764, "loss_cls": 0.06285363924689591, "loss_rpn_cls": 0.0018905805631561634, "loss_rpn_loc": 0.002971643792989198, "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": 0.5321618523448706, "total_loss": 0.10952642193177553}
{"data_time": 0.007447515614330769, "eta_seconds": 5863.849923290312, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4597222222222222, "fast_rcnn/fg_cls_accuracy": 0.527536231884058, "iteration": 839, "loss_box_reg": 0.04442394559737295, "loss_cls": 0.0646458511473611, "loss_rpn_cls": 0.0015889950122982555, "loss_rpn_loc": 0.0033493780974822585, "lr": 0.001, "roi_head/num_bg_samples": 488.0, "roi_head/num_fg_samples": 24.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5280603421851993, "total_loss": 0.11525963413123463}
{"data_time": 0.005527522414922714, "eta_seconds": 5852.803084794432, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4086151368760065, "fast_rcnn/fg_cls_accuracy": 0.5479066022544283, "iteration": 859, "loss_box_reg": 0.043463795620482415, "loss_cls": 0.06672298489138484, "loss_rpn_cls": 0.0017933468872115554, "loss_rpn_loc": 0.0038129098611534573, "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": 0.5228015007451177, "total_loss": 0.11719675559868392}
{"data_time": 0.006901628337800503, "eta_seconds": 5842.834423162043, "fast_rcnn/cls_accuracy": 0.966796875, "fast_rcnn/false_negative": 0.5256410256410255, "fast_rcnn/fg_cls_accuracy": 0.47435897435897434, "iteration": 879, "loss_box_reg": 0.038169104722328484, "loss_cls": 0.0645032050088048, "loss_rpn_cls": 0.0015620146602941531, "loss_rpn_loc": 0.003474944667686941, "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": 0.526714681647718, "total_loss": 0.108641824364895}
{"data_time": 0.0072141848504543304, "eta_seconds": 5832.3266730979085, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3496527777777778, "fast_rcnn/fg_cls_accuracy": 0.6503472222222222, "iteration": 899, "loss_box_reg": 0.03999255446251482, "loss_cls": 0.06369002512656152, "loss_rpn_cls": 0.001554509476363819, "loss_rpn_loc": 0.003346030141983647, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 250.75, "rpn/num_pos_anchors": 5.25, "time": 0.5272862436249852, "total_loss": 0.10896765812839249}
{"data_time": 0.00667392136529088, "eta_seconds": 5821.818923033774, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3956521739130435, "fast_rcnn/fg_cls_accuracy": 0.5918478260869565, "iteration": 919, "loss_box_reg": 0.039968515280634165, "loss_cls": 0.06406254321336746, "loss_rpn_cls": 0.001215007794144185, "loss_rpn_loc": 0.003045063480385579, "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": 0.5239798035472631, "total_loss": 0.10797513600246589}
{"data_time": 0.0074510471895337105, "eta_seconds": 5812.416601502337, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.5284900284900285, "fast_rcnn/fg_cls_accuracy": 0.47150997150997154, "iteration": 939, "loss_box_reg": 0.04013783793197945, "loss_cls": 0.06286754389293492, "loss_rpn_cls": 0.0015124412062732517, "loss_rpn_loc": 0.0028541612191474997, "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": 0.5283533460460603, "total_loss": 0.10896064431267405}
{"data_time": 0.005903800018131733, "eta_seconds": 5802.268259853125, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3790052606408417, "fast_rcnn/fg_cls_accuracy": 0.6187363834422658, "iteration": 959, "loss_box_reg": 0.03846106876153499, "loss_cls": 0.06102458434179425, "loss_rpn_cls": 0.001569076274336112, "loss_rpn_loc": 0.0025884309434331954, "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": 0.5322338477708399, "total_loss": 0.10470080595149511}
{"data_time": 0.0060465834103524685, "eta_seconds": 5794.613915708847, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.42678571428571427, "fast_rcnn/fg_cls_accuracy": 0.5732142857142857, "iteration": 979, "loss_box_reg": 0.034902166633401066, "loss_cls": 0.06065569235943258, "loss_rpn_cls": 0.00202279581253606, "loss_rpn_loc": 0.0036856051010545343, "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": 0.5280868769623339, "total_loss": 0.10277427818255092}
{"data_time": 0.006262727547436953, "eta_seconds": 5784.098329254426, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4722222222222222, "fast_rcnn/fg_cls_accuracy": 0.5277777777777778, "iteration": 999, "loss_box_reg": 0.037256870418787, "loss_cls": 0.0645243301987648, "loss_rpn_cls": 0.0013716959430212228, "loss_rpn_loc": 0.003096794491284527, "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": 0.5279755764640868, "total_loss": 0.10463027243991974}
{"data_time": 0.006607086397707462, "eta_seconds": 5771.536482425407, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3571428571428571, "fast_rcnn/fg_cls_accuracy": 0.6130952380952381, "iteration": 1019, "loss_box_reg": 0.036058920610230416, "loss_cls": 0.05939819966442883, "loss_rpn_cls": 0.0013518178777758294, "loss_rpn_loc": 0.003028924962563906, "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": 0.5222199652343988, "total_loss": 0.09951641567346314}
{"data_time": 0.006360933650285006, "eta_seconds": 5761.024622881785, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.38682864450127874, "fast_rcnn/fg_cls_accuracy": 0.6131713554987213, "iteration": 1039, "loss_box_reg": 0.0370996295241639, "loss_cls": 0.06242581270635128, "loss_rpn_cls": 0.0014636048802003643, "loss_rpn_loc": 0.0028311989954090677, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.524524221662432, "total_loss": 0.10417806981990907}
{"data_time": 0.006570824887603521, "eta_seconds": 5749.537175342906, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4166666666666667, "fast_rcnn/fg_cls_accuracy": 0.5833333333333334, "iteration": 1059, "loss_box_reg": 0.035679396882187575, "loss_cls": 0.060291784116998315, "loss_rpn_cls": 0.0017884879312077828, "loss_rpn_loc": 0.0031166590852080844, "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": 0.5206824941560626, "total_loss": 0.10005940371484456}
{"data_time": 0.006506632547825575, "eta_seconds": 5744.144904348999, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2958996328029376, "fast_rcnn/fg_cls_accuracy": 0.7041003671970625, "iteration": 1079, "loss_box_reg": 0.033651540463324636, "loss_cls": 0.06203313230071217, "loss_rpn_cls": 0.0016052078647135204, "loss_rpn_loc": 0.002740719235589495, "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": 0.5363790364935994, "total_loss": 0.10015493574985612}
{"data_time": 0.006927671376615763, "eta_seconds": 5737.375098358374, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.37776304155614504, "fast_rcnn/fg_cls_accuracy": 0.6183908045977011, "iteration": 1099, "loss_box_reg": 0.034759218455292284, "loss_cls": 0.06119863933417946, "loss_rpn_cls": 0.0015296140142311287, "loss_rpn_loc": 0.002943042403785512, "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": 0.5327228042297065, "total_loss": 0.10026709889365293}
{"data_time": 0.005837945733219385, "eta_seconds": 5726.848770318087, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.41883116883116883, "fast_rcnn/fg_cls_accuracy": 0.5811688311688312, "iteration": 1119, "loss_box_reg": 0.031158042256720364, "loss_cls": 0.057026818743906915, "loss_rpn_cls": 0.001846277049139644, "loss_rpn_loc": 0.003529140853061108, "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": 0.5231221201829612, "total_loss": 0.09260345086124744}
{"data_time": 0.007249767892062664, "eta_seconds": 5711.760731910355, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.4772256728778468, "fast_rcnn/fg_cls_accuracy": 0.5227743271221532, "iteration": 1139, "loss_box_reg": 0.030380499141756445, "loss_cls": 0.058007356128655374, "loss_rpn_cls": 0.0013360970723397259, "loss_rpn_loc": 0.00266265695245238, "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": 0.5193661958910525, "total_loss": 0.09349237732277516}
{"data_time": 0.006592914462089539, "eta_seconds": 5700.6010674801655, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32738626226583406, "fast_rcnn/fg_cls_accuracy": 0.6726137377341659, "iteration": 1159, "loss_box_reg": 0.03109975525876507, "loss_cls": 0.05858529917895794, "loss_rpn_cls": 0.001196106254951701, "loss_rpn_loc": 0.0029561832052422687, "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": 0.5340761975385249, "total_loss": 0.09556573250301881}
{"data_time": 0.006744894664734602, "eta_seconds": 5685.401241231244, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3963675213675214, "fast_rcnn/fg_cls_accuracy": 0.6036324786324787, "iteration": 1179, "loss_box_reg": 0.03423538722563535, "loss_cls": 0.057427023886702955, "loss_rpn_cls": 0.0013461449480018928, "loss_rpn_loc": 0.002721953693253454, "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": 0.5215962789952755, "total_loss": 0.09614702871886038}
{"data_time": 0.005753806326538324, "eta_seconds": 5676.752970915753, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.444015444015444, "fast_rcnn/fg_cls_accuracy": 0.555984555984556, "iteration": 1199, "loss_box_reg": 0.030087972118053585, "loss_cls": 0.06052839336916804, "loss_rpn_cls": 0.0014042477116618102, "loss_rpn_loc": 0.0029770827386528254, "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": 0.5306848473846912, "total_loss": 0.09542876296382019}
{"data_time": 0.006290673743933439, "eta_seconds": 5664.923787150532, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3415071770334928, "fast_rcnn/fg_cls_accuracy": 0.6584928229665072, "iteration": 1219, "loss_box_reg": 0.03068231715587899, "loss_cls": 0.06053669657558203, "loss_rpn_cls": 0.0013621889638102402, "loss_rpn_loc": 0.002844425278453855, "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": 0.5256277956068516, "total_loss": 0.09279613801686537}
{"data_time": 0.005792584270238876, "eta_seconds": 5655.729906492401, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4159090909090909, "fast_rcnn/fg_cls_accuracy": 0.5840909090909091, "iteration": 1239, "loss_box_reg": 0.02971071586944163, "loss_cls": 0.057234968175180256, "loss_rpn_cls": 0.001126843868917149, "loss_rpn_loc": 0.0028914850699948147, "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": 0.5290055759251118, "total_loss": 0.09345059677656309}
{"data_time": 0.0060133617371320724, "eta_seconds": 5645.218374280725, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3791866028708134, "fast_rcnn/fg_cls_accuracy": 0.6208133971291866, "iteration": 1259, "loss_box_reg": 0.02979815541766584, "loss_cls": 0.060129893478006124, "loss_rpn_cls": 0.0014872208628275985, "loss_rpn_loc": 0.0023784573531884234, "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": 0.5226460420526564, "total_loss": 0.0935065260737531}
{"data_time": 0.006246586795896292, "eta_seconds": 5636.458224984817, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2833333333333333, "fast_rcnn/fg_cls_accuracy": 0.7166666666666667, "iteration": 1279, "loss_box_reg": 0.02911374921677634, "loss_cls": 0.05901500838808715, "loss_rpn_cls": 0.0012169726335287123, "loss_rpn_loc": 0.0028730782341881422, "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": 0.5196737996302545, "total_loss": 0.09220390141877033}
{"data_time": 0.007388337980955839, "eta_seconds": 5626.560057017952, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.43335362142422396, "fast_rcnn/fg_cls_accuracy": 0.5648912228057015, "iteration": 1299, "loss_box_reg": 0.027638787927571684, "loss_cls": 0.058151675504632294, "loss_rpn_cls": 0.001733526808948227, "loss_rpn_loc": 0.003222022503905464, "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": 0.5289637721143663, "total_loss": 0.09477104760935617}
{"data_time": 0.00656302971765399, "eta_seconds": 5615.428626160137, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3458884416331225, "fast_rcnn/fg_cls_accuracy": 0.6351351351351351, "iteration": 1319, "loss_box_reg": 0.02645809669047594, "loss_cls": 0.05535663943737745, "loss_rpn_cls": 0.0015457760695198886, "loss_rpn_loc": 0.0029588239412987605, "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": 0.5182770732790232, "total_loss": 0.08817257228474773}
{"data_time": 0.0074194082990288734, "eta_seconds": 5604.913826747797, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4626362221069019, "fast_rcnn/fg_cls_accuracy": 0.5373637778930981, "iteration": 1339, "loss_box_reg": 0.029997125384397805, "loss_cls": 0.05361174396239221, "loss_rpn_cls": 0.0015185213807740183, "loss_rpn_loc": 0.0030641990779258776, "lr": 0.001, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5287115960381925, "total_loss": 0.08855984524632277}
{"data_time": 0.00672177504748106, "eta_seconds": 5594.3990273354575, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3849206349206349, "fast_rcnn/fg_cls_accuracy": 0.6150793650793651, "iteration": 1359, "loss_box_reg": 0.028489135205745697, "loss_cls": 0.05646842432906851, "loss_rpn_cls": 0.0014347200082625022, "loss_rpn_loc": 0.0026246565030305646, "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": 0.5234704148024321, "total_loss": 0.08867639343031897}
{"data_time": 0.006209817714989185, "eta_seconds": 5583.884227923118, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3956521739130435, "fast_rcnn/fg_cls_accuracy": 0.6043478260869566, "iteration": 1379, "loss_box_reg": 0.026404699543491006, "loss_cls": 0.057731591863557696, "loss_rpn_cls": 0.0015557397127849981, "loss_rpn_loc": 0.0030055894931138027, "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": 0.5276272865012288, "total_loss": 0.091303812766796}
{"data_time": 0.005406730808317661, "eta_seconds": 5573.710084798746, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4776785714285714, "fast_rcnn/fg_cls_accuracy": 0.5223214285714286, "iteration": 1399, "loss_box_reg": 0.02662928181234747, "loss_cls": 0.057202997617423534, "loss_rpn_cls": 0.0012927621212668328, "loss_rpn_loc": 0.0028233164703124203, "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": 0.528744600713253, "total_loss": 0.08656918836584282}
{"data_time": 0.006700159050524235, "eta_seconds": 5562.778258086182, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3819444444444444, "fast_rcnn/fg_cls_accuracy": 0.6180555555555556, "iteration": 1419, "loss_box_reg": 0.027788741106633097, "loss_cls": 0.056396078201942146, "loss_rpn_cls": 0.0011873917761704433, "loss_rpn_loc": 0.002677402731933398, "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": 0.5264502628706396, "total_loss": 0.08963140463129093}
{"data_time": 0.0062932539731264114, "eta_seconds": 5552.679200599901, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4690909090909091, "fast_rcnn/fg_cls_accuracy": 0.5309090909090909, "iteration": 1439, "loss_box_reg": 0.02545382792595774, "loss_cls": 0.0565939350053668, "loss_rpn_cls": 0.0009542417989223395, "loss_rpn_loc": 0.002781014049105579, "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": 0.5272005526348948, "total_loss": 0.0853757676894702}
{"data_time": 0.006248499732464552, "eta_seconds": 5542.432441923767, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39849151477058453, "fast_rcnn/fg_cls_accuracy": 0.6015084852294155, "iteration": 1459, "loss_box_reg": 0.025138411321677268, "loss_cls": 0.05512278073001653, "loss_rpn_cls": 0.0013177962978261348, "loss_rpn_loc": 0.00279536812013248, "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": 0.535068029537797, "total_loss": 0.09066186667763532}
{"data_time": 0.007309673819690943, "eta_seconds": 5531.23429291416, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.35883204633204635, "fast_rcnn/fg_cls_accuracy": 0.6411679536679536, "iteration": 1479, "loss_box_reg": 0.025616452272515744, "loss_cls": 0.05637789855245501, "loss_rpn_cls": 0.0016161568847792296, "loss_rpn_loc": 0.0030942815174057614, "lr": 0.001, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5237171184271574, "total_loss": 0.08599640958220789}
{"data_time": 0.006154902745038271, "eta_seconds": 5522.806744002271, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.36839323467230445, "fast_rcnn/fg_cls_accuracy": 0.6316067653276956, "iteration": 1499, "loss_box_reg": 0.024993794271722436, "loss_cls": 0.055016741272993386, "loss_rpn_cls": 0.0014020542614616716, "loss_rpn_loc": 0.002999696123879403, "lr": 0.001, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5302903116680682, "total_loss": 0.08501931062659196}
{"data_time": 0.005415795370936394, "eta_seconds": 5515.118962028064, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36045454545454547, "fast_rcnn/fg_cls_accuracy": 0.6395454545454545, "iteration": 1519, "loss_box_reg": 0.024789477058220655, "loss_cls": 0.05390832287957892, "loss_rpn_cls": 0.0015168661798270477, "loss_rpn_loc": 0.002802423037792323, "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": 0.5247527826577425, "total_loss": 0.0824968732497382}
{"data_time": 0.006410505156964064, "eta_seconds": 5504.594930042513, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3475232198142415, "fast_rcnn/fg_cls_accuracy": 0.6457516339869281, "iteration": 1539, "loss_box_reg": 0.024487727438099682, "loss_cls": 0.05483818822540343, "loss_rpn_cls": 0.0008935461908095021, "loss_rpn_loc": 0.003051060008147033, "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": 0.51937944162637, "total_loss": 0.08204223928694887}
{"data_time": 0.006637832149863243, "eta_seconds": 5492.836750304792, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.43190249072602016, "fast_rcnn/fg_cls_accuracy": 0.5680975092739798, "iteration": 1559, "loss_box_reg": 0.025004626426380128, "loss_cls": 0.05375576042570174, "loss_rpn_cls": 0.0011267239855499156, "loss_rpn_loc": 0.002873872308555292, "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": 0.5245853736996651, "total_loss": 0.08415339300006508}
{"data_time": 0.006945903412997723, "eta_seconds": 5479.261514430866, "fast_rcnn/cls_accuracy": 0.9677734375, "fast_rcnn/false_negative": 0.3885746606334841, "fast_rcnn/fg_cls_accuracy": 0.6114253393665159, "iteration": 1579, "loss_box_reg": 0.02304253971669823, "loss_cls": 0.053565983136650175, "loss_rpn_cls": 0.0013513457961380482, "loss_rpn_loc": 0.002465355497406563, "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": 0.5108655518852174, "total_loss": 0.08277589357786042}
{"data_time": 0.006127634551376104, "eta_seconds": 5468.4482432990335, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.38311688311688313, "fast_rcnn/fg_cls_accuracy": 0.615967365967366, "iteration": 1599, "loss_box_reg": 0.023911303491331637, "loss_cls": 0.056018890580162406, "loss_rpn_cls": 0.0019103346180600056, "loss_rpn_loc": 0.0031120755920710508, "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": 0.5228514759801328, "total_loss": 0.08471880848182423}
{"data_time": 0.0073943366296589375, "eta_seconds": 5457.117284561042, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 1619, "loss_box_reg": 0.02456521021667868, "loss_cls": 0.05546732270158827, "loss_rpn_cls": 0.0015572713019054163, "loss_rpn_loc": 0.00312615126313176, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5275150150991976, "total_loss": 0.08542589789893285}
{"data_time": 0.006288434844464064, "eta_seconds": 5445.499262258876, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3025, "fast_rcnn/fg_cls_accuracy": 0.6975, "iteration": 1639, "loss_box_reg": 0.023094624164514244, "loss_cls": 0.053105169790796936, "loss_rpn_cls": 0.0013347366267453253, "loss_rpn_loc": 0.0028049692773493007, "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": 0.5200488860718906, "total_loss": 0.08078709688811614}
{"data_time": 0.006430310197174549, "eta_seconds": 5433.723855201155, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.4354679802955665, "fast_rcnn/fg_cls_accuracy": 0.5645320197044335, "iteration": 1659, "loss_box_reg": 0.023518423549830914, "loss_cls": 0.05405909940600395, "loss_rpn_cls": 0.0012395587683613485, "loss_rpn_loc": 0.0029404383385553956, "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": 0.5255311983637512, "total_loss": 0.0819849538084938}
{"data_time": 0.007291244808584452, "eta_seconds": 5421.132105893455, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.27496580027359785, "fast_rcnn/fg_cls_accuracy": 0.7250341997264023, "iteration": 1679, "loss_box_reg": 0.02300976263359189, "loss_cls": 0.05375029338756576, "loss_rpn_cls": 0.0014032608335412533, "loss_rpn_loc": 0.0024698189008631743, "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": 0.5190314049832523, "total_loss": 0.08224320463824597}
{"data_time": 0.0061490656808018684, "eta_seconds": 5411.67984565394, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.40491559086395235, "fast_rcnn/fg_cls_accuracy": 0.5950844091360477, "iteration": 1699, "loss_box_reg": 0.023409172194078565, "loss_cls": 0.05502096191048622, "loss_rpn_cls": 0.0011664861617646238, "loss_rpn_loc": 0.0022681151385768317, "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": 0.5263857981190085, "total_loss": 0.08564626127258634}
{"data_time": 0.006217554677277803, "eta_seconds": 5402.196591753513, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.359375, "fast_rcnn/fg_cls_accuracy": 0.640625, "iteration": 1719, "loss_box_reg": 0.023266434378456324, "loss_cls": 0.053866584319621325, "loss_rpn_cls": 0.0009812791259946607, "loss_rpn_loc": 0.0026097361005668063, "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": 0.526078284252435, "total_loss": 0.08136719468342335}
{"data_time": 0.0066096000373363495, "eta_seconds": 5390.665653456468, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.32579787234042556, "fast_rcnn/fg_cls_accuracy": 0.6742021276595744, "iteration": 1739, "loss_box_reg": 0.022079158865381032, "loss_cls": 0.05769245629198849, "loss_rpn_cls": 0.0013474039300831464, "loss_rpn_loc": 0.0030173391314747278, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5171170635148883, "total_loss": 0.08330584324539814}
{"data_time": 0.00656258687376976, "eta_seconds": 5379.7932739625685, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 1759, "loss_box_reg": 0.022152233665110543, "loss_cls": 0.052594249544199556, "loss_rpn_cls": 0.0013121225179020257, "loss_rpn_loc": 0.0026799072074936703, "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": 0.5209986376576126, "total_loss": 0.08183586499163198}
{"data_time": 0.005843332502990961, "eta_seconds": 5371.580715281423, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.44777265745007677, "fast_rcnn/fg_cls_accuracy": 0.5522273425499232, "iteration": 1779, "loss_box_reg": 0.02076252142433077, "loss_cls": 0.05374158686026931, "loss_rpn_cls": 0.0011071159186712975, "loss_rpn_loc": 0.003006432223628508, "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": 0.532802761066705, "total_loss": 0.07896827945526752}
{"data_time": 0.005684909410774708, "eta_seconds": 5361.069844103884, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.39033680834001605, "fast_rcnn/fg_cls_accuracy": 0.609663191659984, "iteration": 1799, "loss_box_reg": 0.021078160614706576, "loss_cls": 0.05132488743402064, "loss_rpn_cls": 0.0014672919105294113, "loss_rpn_loc": 0.0027900972672796343, "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": 0.518228564877063, "total_loss": 0.07848934795617879}
{"data_time": 0.006453192327171564, "eta_seconds": 5350.558972926345, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3646276595744681, "fast_rcnn/fg_cls_accuracy": 0.6353723404255319, "iteration": 1819, "loss_box_reg": 0.021562702575465664, "loss_cls": 0.050752551993355155, "loss_rpn_cls": 0.00097944768049274, "loss_rpn_loc": 0.0023982621351024136, "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": 0.5380355482921004, "total_loss": 0.07877223618561402}
{"data_time": 0.00633712625131011, "eta_seconds": 5341.466980871279, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34629360465116277, "fast_rcnn/fg_cls_accuracy": 0.6537063953488372, "iteration": 1839, "loss_box_reg": 0.020602863281965256, "loss_cls": 0.05448673327919096, "loss_rpn_cls": 0.0016256492568231806, "loss_rpn_loc": 0.00294662900705589, "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": 0.5328837586566806, "total_loss": 0.08093211170444192}
{"data_time": 0.006849661003798246, "eta_seconds": 5331.221083838493, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.4651442307692308, "fast_rcnn/fg_cls_accuracy": 0.5348557692307692, "iteration": 1859, "loss_box_reg": 0.02225173474289477, "loss_cls": 0.054911621497012675, "loss_rpn_cls": 0.00135076270026957, "loss_rpn_loc": 0.00261391856111004, "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": 0.5257971785031259, "total_loss": 0.08246993034909167}
{"data_time": 0.006084838882088661, "eta_seconds": 5321.00064573111, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.30157342657342656, "fast_rcnn/fg_cls_accuracy": 0.6984265734265734, "iteration": 1879, "loss_box_reg": 0.02236938738496974, "loss_cls": 0.05150133976712823, "loss_rpn_cls": 0.0012178665444366743, "loss_rpn_loc": 0.002769655220618006, "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": 0.5309697380289435, "total_loss": 0.07788925217852238}
{"data_time": 0.007529818452894688, "eta_seconds": 5310.719710178208, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.29179566563467496, "fast_rcnn/fg_cls_accuracy": 0.70076726342711, "iteration": 1899, "loss_box_reg": 0.02091688773361966, "loss_cls": 0.051887994864955544, "loss_rpn_cls": 0.0010402412502799052, "loss_rpn_loc": 0.0023578377804369666, "lr": 0.001, "roi_head/num_bg_samples": 490.25, "roi_head/num_fg_samples": 21.75, "rpn/num_neg_anchors": 250.0, "rpn/num_pos_anchors": 6.0, "time": 0.5308175068348646, "total_loss": 0.07811338731531237}
{"data_time": 0.005937137641012669, "eta_seconds": 5299.678507659584, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3024891774891775, "fast_rcnn/fg_cls_accuracy": 0.6975108225108225, "iteration": 1919, "loss_box_reg": 0.020553136069793254, "loss_cls": 0.054296810645610094, "loss_rpn_cls": 0.0013336696270158654, "loss_rpn_loc": 0.002416534782241797, "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": 0.5102714421227574, "total_loss": 0.07738186307955175}
{"data_time": 0.0060955253429710865, "eta_seconds": 5289.689239095431, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.37598116169544743, "fast_rcnn/fg_cls_accuracy": 0.6057692307692308, "iteration": 1939, "loss_box_reg": 0.020625011005904526, "loss_cls": 0.05247462703846395, "loss_rpn_cls": 0.0013185077488344632, "loss_rpn_loc": 0.0032283789951179642, "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": 0.5316334199160337, "total_loss": 0.0794616142783866}
{"data_time": 0.00814697751775384, "eta_seconds": 5278.650123540312, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.35859073359073357, "fast_rcnn/fg_cls_accuracy": 0.6414092664092663, "iteration": 1959, "loss_box_reg": 0.01936006941832602, "loss_cls": 0.05402098735794425, "loss_rpn_cls": 0.001193449287413273, "loss_rpn_loc": 0.0021598526909656357, "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": 0.5210632141679525, "total_loss": 0.07619684637347746}
{"data_time": 0.0059855058789253235, "eta_seconds": 5262.091423574835, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3002461033634126, "fast_rcnn/fg_cls_accuracy": 0.6997538966365873, "iteration": 1979, "loss_box_reg": 0.01904714945703745, "loss_cls": 0.05422534327954054, "loss_rpn_cls": 0.001718805486234487, "loss_rpn_loc": 0.0027561418610275723, "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": 0.5211489424109459, "total_loss": 0.07781495949245709}
{"data_time": 0.006633203011006117, "eta_seconds": 5250.023450338747, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2714285714285714, "fast_rcnn/fg_cls_accuracy": 0.7285714285714286, "iteration": 1999, "loss_box_reg": 0.019599011109676212, "loss_cls": 0.05018868239130825, "loss_rpn_cls": 0.0010435630599658907, "loss_rpn_loc": 0.0027141157515870873, "lr": 0.001, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5143624232150614, "total_loss": 0.07235000156958904}
{"data_time": 0.007535806857049465, "eta_seconds": 5241.780711006839, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3206349206349206, "fast_rcnn/fg_cls_accuracy": 0.6793650793650794, "iteration": 2019, "loss_box_reg": 0.01990038517396897, "loss_cls": 0.05282172444276512, "loss_rpn_cls": 0.0010072250978794273, "loss_rpn_loc": 0.0027761521305365022, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 253.0, "rpn/num_pos_anchors": 3.0, "time": 0.5286656762473285, "total_loss": 0.07566029992798917}
{"data_time": 0.00630627665668726, "eta_seconds": 5232.29523572512, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.329719387755102, "fast_rcnn/fg_cls_accuracy": 0.6702806122448979, "iteration": 2039, "loss_box_reg": 0.01865259459009394, "loss_cls": 0.05235682358033955, "loss_rpn_cls": 0.001301768691973848, "loss_rpn_loc": 0.0022616820369876223, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5242094891145825, "total_loss": 0.0761994804470163}
{"data_time": 0.00632319925352931, "eta_seconds": 5226.0791632421315, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.5456349206349207, "fast_rcnn/fg_cls_accuracy": 0.45436507936507936, "iteration": 2059, "loss_box_reg": 0.018957002379465848, "loss_cls": 0.05202778027160093, "loss_rpn_cls": 0.001070103154120261, "loss_rpn_loc": 0.002521603284549201, "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": 0.5295359017327428, "total_loss": 0.07581299939920427}
{"data_time": 0.006443962920457125, "eta_seconds": 5215.852920294274, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.3788888888888889, "fast_rcnn/fg_cls_accuracy": 0.6211111111111112, "iteration": 2079, "loss_box_reg": 0.018871112901251763, "loss_cls": 0.05373711744323373, "loss_rpn_cls": 0.0012944008907425086, "loss_rpn_loc": 0.0028292394272284582, "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": 0.5366927096620202, "total_loss": 0.07765926074497997}
{"data_time": 0.0064422935247421265, "eta_seconds": 5205.050779122859, "fast_rcnn/cls_accuracy": 0.96484375, "fast_rcnn/false_negative": 0.4375, "fast_rcnn/fg_cls_accuracy": 0.5425, "iteration": 2099, "loss_box_reg": 0.018703431414905936, "loss_cls": 0.050585987453814596, "loss_rpn_cls": 0.0011139556314674337, "loss_rpn_loc": 0.0027954551278526196, "lr": 0.001, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5258304229937494, "total_loss": 0.07532202379195496}
{"data_time": 0.0072435857728123665, "eta_seconds": 5193.637002010364, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4522752497225305, "fast_rcnn/fg_cls_accuracy": 0.5477247502774695, "iteration": 2119, "loss_box_reg": 0.0189570183865726, "loss_cls": 0.051982704317197204, "loss_rpn_cls": 0.0012876803479571208, "loss_rpn_loc": 0.0023677294484514277, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5233521214686334, "total_loss": 0.07728434530395134}
{"data_time": 0.007289631757885218, "eta_seconds": 5184.308602663223, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.47054597701149425, "fast_rcnn/fg_cls_accuracy": 0.5294540229885057, "iteration": 2139, "loss_box_reg": 0.019979291362687945, "loss_cls": 0.0509780491120182, "loss_rpn_cls": 0.0009758959549799329, "loss_rpn_loc": 0.0027719174286175985, "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": 0.5250505991280079, "total_loss": 0.07384439836630463}
{"data_time": 0.006315295584499836, "eta_seconds": 5174.0216481401585, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2488716956802063, "fast_rcnn/fg_cls_accuracy": 0.7511283043197936, "iteration": 2159, "loss_box_reg": 0.018045250384602696, "loss_cls": 0.05003737204242498, "loss_rpn_cls": 0.001276067457240515, "loss_rpn_loc": 0.002512735820346279, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5383598241023719, "total_loss": 0.07309097015949817}
{"data_time": 0.005988418124616146, "eta_seconds": 5165.5293436339125, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.28935185185185186, "fast_rcnn/fg_cls_accuracy": 0.7106481481481481, "iteration": 2179, "loss_box_reg": 0.018753596174065024, "loss_cls": 0.05107505019987002, "loss_rpn_cls": 0.0010277413470021202, "loss_rpn_loc": 0.0025348236231366172, "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": 0.5308308899402618, "total_loss": 0.0753947497188392}
{"data_time": 0.006758404430001974, "eta_seconds": 5153.2577708512545, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2988838362959901, "fast_rcnn/fg_cls_accuracy": 0.6905948820206049, "iteration": 2199, "loss_box_reg": 0.018767735280562192, "loss_cls": 0.05200957541819662, "loss_rpn_cls": 0.0015422294931113356, "loss_rpn_loc": 0.002554129547206685, "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": 0.5257151694968343, "total_loss": 0.07448818350667352}
{"data_time": 0.007256863638758659, "eta_seconds": 5142.991302800365, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.33951406649616367, "fast_rcnn/fg_cls_accuracy": 0.6604859335038363, "iteration": 2219, "loss_box_reg": 0.019138062780257314, "loss_cls": 0.050991784781217575, "loss_rpn_cls": 0.0010966791134592313, "loss_rpn_loc": 0.0023175940914370585, "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": 0.535519010387361, "total_loss": 0.07495592316755051}
{"data_time": 0.005673510488122702, "eta_seconds": 5132.226211741567, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.30864864864864866, "fast_rcnn/fg_cls_accuracy": 0.6913513513513514, "iteration": 2239, "loss_box_reg": 0.018300484225619584, "loss_cls": 0.05431405262788758, "loss_rpn_cls": 0.0008385757602127342, "loss_rpn_loc": 0.0020799346602871083, "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": 0.5302271661348641, "total_loss": 0.07413684179209667}
{"data_time": 0.006638866849243641, "eta_seconds": 5127.126605506986, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 2259, "loss_box_reg": 0.018668327131308615, "loss_cls": 0.05113461322616786, "loss_rpn_cls": 0.001139572335887351, "loss_rpn_loc": 0.002246001884486759, "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": 0.5337338307872415, "total_loss": 0.07337641629545288}
{"data_time": 0.0056319101713597775, "eta_seconds": 5116.5997055880725, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2221293199554069, "fast_rcnn/fg_cls_accuracy": 0.7778706800445931, "iteration": 2279, "loss_box_reg": 0.018388348718872294, "loss_cls": 0.05176972644403577, "loss_rpn_cls": 0.001286038058651684, "loss_rpn_loc": 0.002600979181806906, "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": 0.5248038433492184, "total_loss": 0.07458108801290564}
{"data_time": 0.005550722125917673, "eta_seconds": 5102.684395615477, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3416666666666667, "fast_rcnn/fg_cls_accuracy": 0.6583333333333333, "iteration": 2299, "loss_box_reg": 0.018060980597510934, "loss_cls": 0.05263204203220084, "loss_rpn_cls": 0.0012644889059174602, "loss_rpn_loc": 0.0027780013624578714, "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": 0.5217006686143577, "total_loss": 0.0752550954941853}
{"data_time": 0.006634582299739122, "eta_seconds": 5092.164481388871, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.299901185770751, "fast_rcnn/fg_cls_accuracy": 0.700098814229249, "iteration": 2319, "loss_box_reg": 0.018304008583072573, "loss_cls": 0.05206415196880698, "loss_rpn_cls": 0.0014048435513700497, "loss_rpn_loc": 0.002423577901936369, "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": 0.5237834942527115, "total_loss": 0.07506251083347593}
{"data_time": 0.006902754306793213, "eta_seconds": 5080.338178575039, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.37663398692810457, "fast_rcnn/fg_cls_accuracy": 0.6233660130718954, "iteration": 2339, "loss_box_reg": 0.017726974620018154, "loss_cls": 0.05277894897153601, "loss_rpn_cls": 0.0011964550633365434, "loss_rpn_loc": 0.0018489579379092902, "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": 0.5183534692041576, "total_loss": 0.0734172568163558}
{"data_time": 0.006557912565767765, "eta_seconds": 5071.124652935658, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2523784355179704, "fast_rcnn/fg_cls_accuracy": 0.7476215644820297, "iteration": 2359, "loss_box_reg": 0.01822534389793873, "loss_cls": 0.05297821352723986, "loss_rpn_cls": 0.0016515737169129352, "loss_rpn_loc": 0.0025721733800310176, "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": 0.5269711189903319, "total_loss": 0.07185718969617483}
{"data_time": 0.006664598360657692, "eta_seconds": 5060.604738709051, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.27952127659574466, "fast_rcnn/fg_cls_accuracy": 0.6923387096774194, "iteration": 2379, "loss_box_reg": 0.017982998047955334, "loss_cls": 0.052577897207811475, "loss_rpn_cls": 0.0015989208600899474, "loss_rpn_loc": 0.0027815517605631612, "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": 0.5266805165447295, "total_loss": 0.07479031526708013}
{"data_time": 0.005450488068163395, "eta_seconds": 5048.5047315084375, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24220672682526662, "fast_rcnn/fg_cls_accuracy": 0.7345013477088949, "iteration": 2399, "loss_box_reg": 0.017641869198996574, "loss_cls": 0.05227410391671583, "loss_rpn_cls": 0.0007475422930625086, "loss_rpn_loc": 0.002298873267136514, "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": 0.5264879572205245, "total_loss": 0.07384040175905682}
{"data_time": 0.005715541075915098, "eta_seconds": 5037.55439738417, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3423202614379085, "fast_rcnn/fg_cls_accuracy": 0.6576797385620915, "iteration": 2419, "loss_box_reg": 0.016801225021481514, "loss_cls": 0.05132313445210457, "loss_rpn_cls": 0.0013668498042882504, "loss_rpn_loc": 0.002233126881037606, "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": 0.5213109236210585, "total_loss": 0.07271458881837134}
{"data_time": 0.006440219469368458, "eta_seconds": 5023.185124700423, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.3108510638297872, "fast_rcnn/fg_cls_accuracy": 0.6747044917257683, "iteration": 2439, "loss_box_reg": 0.017007340939017013, "loss_cls": 0.051200065994635224, "loss_rpn_cls": 0.0013237373457286594, "loss_rpn_loc": 0.002494825250323629, "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": 0.5146819171495736, "total_loss": 0.07310823932735389}
{"data_time": 0.006393218878656626, "eta_seconds": 5012.677468336653, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2078272604588394, "fast_rcnn/fg_cls_accuracy": 0.7537112010796221, "iteration": 2459, "loss_box_reg": 0.017285971553064883, "loss_cls": 0.05205663701053709, "loss_rpn_cls": 0.0013705914238926198, "loss_rpn_loc": 0.002787958874250762, "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": 0.535627132281661, "total_loss": 0.07370337819473605}
{"data_time": 0.006042199674993753, "eta_seconds": 5000.476927597541, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29464285714285715, "fast_rcnn/fg_cls_accuracy": 0.6800664451827243, "iteration": 2479, "loss_box_reg": 0.018415060068946332, "loss_cls": 0.04950776568148285, "loss_rpn_cls": 0.0012131082451105613, "loss_rpn_loc": 0.00364186611113837, "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": 0.5204497217200696, "total_loss": 0.06951496714020777}
{"data_time": 0.006343605928122997, "eta_seconds": 4989.057158451062, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.27218794494542004, "fast_rcnn/fg_cls_accuracy": 0.7278120550545799, "iteration": 2499, "loss_box_reg": 0.018117993749910966, "loss_cls": 0.053172370011452585, "loss_rpn_cls": 0.0007944777039767814, "loss_rpn_loc": 0.002142546076356666, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5243603731505573, "total_loss": 0.07518209176112123}
{"data_time": 0.007052957080304623, "eta_seconds": 4981.154499245342, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3314285714285714, "fast_rcnn/fg_cls_accuracy": 0.6685714285714286, "iteration": 2519, "loss_box_reg": 0.01648300513625145, "loss_cls": 0.051348639419302344, "loss_rpn_cls": 0.0014641987316963423, "loss_rpn_loc": 0.0024643973156344146, "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": 0.5319287250749767, "total_loss": 0.07285604654805411}
{"data_time": 0.006624275352805853, "eta_seconds": 4971.8831836148165, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3090277777777778, "fast_rcnn/fg_cls_accuracy": 0.6770833333333333, "iteration": 2539, "loss_box_reg": 0.01667403127066791, "loss_cls": 0.04765851085539907, "loss_rpn_cls": 0.0010969617194120929, "loss_rpn_loc": 0.002399059994786512, "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": 0.5245169675908983, "total_loss": 0.06781136061596271}
{"data_time": 0.0070953951217234135, "eta_seconds": 4961.3729136991315, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.34897959183673466, "fast_rcnn/fg_cls_accuracy": 0.6510204081632653, "iteration": 2559, "loss_box_reg": 0.016731550043914467, "loss_cls": 0.05388724722433835, "loss_rpn_cls": 0.0010462712947401087, "loss_rpn_loc": 0.002685307481442578, "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": 0.5257955640554428, "total_loss": 0.07479835375343669}
{"data_time": 0.0067212870344519615, "eta_seconds": 4953.085126153193, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3138888888888889, "fast_rcnn/fg_cls_accuracy": 0.6861111111111111, "iteration": 2579, "loss_box_reg": 0.016593410866335034, "loss_cls": 0.05113901803269982, "loss_rpn_cls": 0.0011635149686526347, "loss_rpn_loc": 0.0021279419233906083, "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": 0.5268209120258689, "total_loss": 0.06874292955670569}
{"data_time": 0.006046276539564133, "eta_seconds": 4944.981290786061, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3360566448801743, "fast_rcnn/fg_cls_accuracy": 0.6639433551198257, "iteration": 2599, "loss_box_reg": 0.01625755988061428, "loss_cls": 0.04930372111266479, "loss_rpn_cls": 0.0010862862641261017, "loss_rpn_loc": 0.002858683354133973, "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": 0.5389457941055298, "total_loss": 0.07085397160790308}
{"data_time": 0.005131048616021872, "eta_seconds": 4932.821881708223, "fast_rcnn/cls_accuracy": 0.96728515625, "fast_rcnn/false_negative": 0.4347953216374269, "fast_rcnn/fg_cls_accuracy": 0.565204678362573, "iteration": 2619, "loss_box_reg": 0.016787477943580598, "loss_cls": 0.0526638786541298, "loss_rpn_cls": 0.0009778191339933073, "loss_rpn_loc": 0.002465685218339786, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.52292205626145, "total_loss": 0.07263675621402399}
{"data_time": 0.006593317724764347, "eta_seconds": 4922.58003205061, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.33812535940195515, "fast_rcnn/fg_cls_accuracy": 0.6618746405980449, "iteration": 2639, "loss_box_reg": 0.016799153003375977, "loss_cls": 0.04993419407401234, "loss_rpn_cls": 0.001253380756338629, "loss_rpn_loc": 0.002406584106211085, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5123600740917027, "total_loss": 0.07123635363410585}
{"data_time": 0.005683225579559803, "eta_seconds": 4913.420937903691, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.39767441860465114, "fast_rcnn/fg_cls_accuracy": 0.6023255813953488, "iteration": 2659, "loss_box_reg": 0.01614744315156713, "loss_cls": 0.05008972273208201, "loss_rpn_cls": 0.000884150279205187, "loss_rpn_loc": 0.0022458850144175813, "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": 0.528048197273165, "total_loss": 0.06840832701681165}
{"data_time": 0.00692928908392787, "eta_seconds": 4905.982069021091, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3680555555555556, "fast_rcnn/fg_cls_accuracy": 0.6319444444444444, "iteration": 2679, "loss_box_reg": 0.01627181755611673, "loss_cls": 0.050154148950241506, "loss_rpn_cls": 0.0011364483366662625, "loss_rpn_loc": 0.002291462293214863, "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": 0.5300513277761638, "total_loss": 0.07346074969871097}
{"data_time": 0.005792473442852497, "eta_seconds": 4895.79551446531, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3354341736694678, "fast_rcnn/fg_cls_accuracy": 0.6645658263305323, "iteration": 2699, "loss_box_reg": 0.015781364811118692, "loss_cls": 0.047890584683045745, "loss_rpn_cls": 0.0013660436519558061, "loss_rpn_loc": 0.0024429677359876223, "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": 0.5346219511702657, "total_loss": 0.06766105931120592}
{"data_time": 0.008170882239937782, "eta_seconds": 4884.928610941395, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3404050144648023, "fast_rcnn/fg_cls_accuracy": 0.658287795992714, "iteration": 2719, "loss_box_reg": 0.0163621615502052, "loss_cls": 0.04846724192611873, "loss_rpn_cls": 0.0014460648974363721, "loss_rpn_loc": 0.0022844937557238154, "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": 0.5219121412374079, "total_loss": 0.06955600440687704}
{"data_time": 0.006741877645254135, "eta_seconds": 4874.740593426861, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3516483516483516, "fast_rcnn/fg_cls_accuracy": 0.6483516483516484, "iteration": 2739, "loss_box_reg": 0.015510441677179188, "loss_cls": 0.05075299914460629, "loss_rpn_cls": 0.0007479977718958253, "loss_rpn_loc": 0.002254270002595149, "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": 0.5245829038321972, "total_loss": 0.0691440980126572}
{"data_time": 0.006788375787436962, "eta_seconds": 4864.2131329076365, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.41512195121951223, "fast_rcnn/fg_cls_accuracy": 0.5848780487804879, "iteration": 2759, "loss_box_reg": 0.01644851447781548, "loss_cls": 0.04800627788063139, "loss_rpn_cls": 0.0012629446233631825, "loss_rpn_loc": 0.002148651154129766, "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": 0.5260537671856582, "total_loss": 0.06884725640199463}
{"data_time": 0.0070903548039495945, "eta_seconds": 4853.348423821852, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32379032258064516, "fast_rcnn/fg_cls_accuracy": 0.6475, "iteration": 2779, "loss_box_reg": 0.016664845519699156, "loss_cls": 0.04900577384978533, "loss_rpn_cls": 0.0009459106015796692, "loss_rpn_loc": 0.0020762375024787616, "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": 0.5290433950722218, "total_loss": 0.0685182339898347}
{"data_time": 0.005934298038482666, "eta_seconds": 4843.633955392521, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2857142857142857, "fast_rcnn/fg_cls_accuracy": 0.7082066869300911, "iteration": 2799, "loss_box_reg": 0.015309101843740791, "loss_cls": 0.04839380248449743, "loss_rpn_cls": 0.0006025611897939598, "loss_rpn_loc": 0.0019210628433938837, "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": 0.526938125025481, "total_loss": 0.06687540100176648}
{"data_time": 0.00679076137021184, "eta_seconds": 4831.273368106689, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2855543113101904, "fast_rcnn/fg_cls_accuracy": 0.7139001349527665, "iteration": 2819, "loss_box_reg": 0.016045332769863307, "loss_cls": 0.05038214474916458, "loss_rpn_cls": 0.0008886761098665374, "loss_rpn_loc": 0.002215505715867039, "lr": 0.001, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5218533957377076, "total_loss": 0.06979022345035446}
{"data_time": 0.0060377344489097595, "eta_seconds": 4818.73987925658, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3468946540880503, "fast_rcnn/fg_cls_accuracy": 0.6510416666666667, "iteration": 2839, "loss_box_reg": 0.015712349879322574, "loss_cls": 0.04992812644923106, "loss_rpn_cls": 0.0008596731507282129, "loss_rpn_loc": 0.0019517966102284845, "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": 0.5273010293021798, "total_loss": 0.06980714792712206}
{"data_time": 0.005763624329119921, "eta_seconds": 4810.224360947963, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.33030617540217955, "fast_rcnn/fg_cls_accuracy": 0.6696938245978205, "iteration": 2859, "loss_box_reg": 0.01648746692808345, "loss_cls": 0.05256087938323617, "loss_rpn_cls": 0.0012120131016217783, "loss_rpn_loc": 0.0021560467830568086, "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": 0.528158619068563, "total_loss": 0.07250677332876876}
{"data_time": 0.006891556084156036, "eta_seconds": 4795.791184983216, "fast_rcnn/cls_accuracy": 0.96875, "fast_rcnn/false_negative": 0.39343434343434347, "fast_rcnn/fg_cls_accuracy": 0.6065656565656565, "iteration": 2879, "loss_box_reg": 0.015956017130520195, "loss_cls": 0.05018781463149935, "loss_rpn_cls": 0.0011593186249285736, "loss_rpn_loc": 0.002194840855736402, "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": 0.5200387164950371, "total_loss": 0.06989027481486687}
{"data_time": 0.005948757752776146, "eta_seconds": 4784.219845924061, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3911764705882353, "fast_rcnn/fg_cls_accuracy": 0.6088235294117648, "iteration": 2899, "loss_box_reg": 0.015408318431582302, "loss_cls": 0.04956962453434244, "loss_rpn_cls": 0.001002785439368381, "loss_rpn_loc": 0.002474609325872734, "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": 0.5279266750440001, "total_loss": 0.06937801132153254}
{"data_time": 0.0069513521157205105, "eta_seconds": 4775.339095294476, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.40359094457455114, "fast_rcnn/fg_cls_accuracy": 0.5964090554254489, "iteration": 2919, "loss_box_reg": 0.015693321503931656, "loss_cls": 0.04989239579299465, "loss_rpn_cls": 0.0010243493159123318, "loss_rpn_loc": 0.0020046047247888055, "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": 0.5262228781357408, "total_loss": 0.0686751302803259}
{"data_time": 0.006812410894781351, "eta_seconds": 4761.879993762355, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4053030303030303, "fast_rcnn/fg_cls_accuracy": 0.5946969696969697, "iteration": 2939, "loss_box_reg": 0.0153415972890798, "loss_cls": 0.05088339850772172, "loss_rpn_cls": 0.0009430207445291217, "loss_rpn_loc": 0.0021600495419988874, "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": 0.5216821194626391, "total_loss": 0.07119396820388602}
{"data_time": 0.006961593870073557, "eta_seconds": 4751.36927751964, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3772108843537415, "fast_rcnn/fg_cls_accuracy": 0.6227891156462585, "iteration": 2959, "loss_box_reg": 0.01454686839133501, "loss_cls": 0.04990044387523085, "loss_rpn_cls": 0.0019883359102550457, "loss_rpn_loc": 0.0024830101247061975, "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": 0.523846204392612, "total_loss": 0.06849035504950507}
{"data_time": 0.006130805239081383, "eta_seconds": 4743.522672944237, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2547038327526132, "fast_rcnn/fg_cls_accuracy": 0.7087108013937282, "iteration": 2979, "loss_box_reg": 0.014612543804105371, "loss_cls": 0.051811713026836514, "loss_rpn_cls": 0.0011556804702195222, "loss_rpn_loc": 0.002119626740750391, "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": 0.5180522021837533, "total_loss": 0.07119700963028208}
{"data_time": 0.006527882535010576, "eta_seconds": 4737.448327995837, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.3894230769230769, "fast_rcnn/fg_cls_accuracy": 0.592948717948718, "iteration": 2999, "loss_box_reg": 0.015298738551791757, "loss_cls": 0.04851529258303344, "loss_rpn_cls": 0.0010296927612216678, "loss_rpn_loc": 0.0023572579884785227, "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": 0.5303261275403202, "total_loss": 0.06899381355952983}
{"data_time": 0.00641676364466548, "eta_seconds": 4724.058820609469, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.312962962962963, "fast_rcnn/fg_cls_accuracy": 0.6870370370370371, "iteration": 3019, "loss_box_reg": 0.015529081400018185, "loss_cls": 0.04868891916703433, "loss_rpn_cls": 0.0009599379859537294, "loss_rpn_loc": 0.0024709196513867937, "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": 0.5241698040626943, "total_loss": 0.0672650453121264}
{"data_time": 0.006248713005334139, "eta_seconds": 4712.235836684704, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.34035476718403546, "fast_rcnn/fg_cls_accuracy": 0.6363636363636364, "iteration": 3039, "loss_box_reg": 0.014839917595963925, "loss_cls": 0.049187469528988004, "loss_rpn_cls": 0.0007798944581907108, "loss_rpn_loc": 0.0028730328995152377, "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": 0.5247715036384761, "total_loss": 0.06814279514071586}
{"data_time": 0.006021212320774794, "eta_seconds": 4698.198410794605, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 3059, "loss_box_reg": 0.014422192354686558, "loss_cls": 0.04805491416482255, "loss_rpn_cls": 0.0010730429895033922, "loss_rpn_loc": 0.0021342053514672443, "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": 0.5170873198658228, "total_loss": 0.06507877901564996}
{"data_time": 0.006832095794379711, "eta_seconds": 4686.324216345791, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.30194805194805197, "fast_rcnn/fg_cls_accuracy": 0.698051948051948, "iteration": 3079, "loss_box_reg": 0.01551254268269986, "loss_cls": 0.04733471688814461, "loss_rpn_cls": 0.001350998562827499, "loss_rpn_loc": 0.002231038139143493, "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": 0.5324200838804245, "total_loss": 0.06759611764528017}
{"data_time": 0.0063602859154343605, "eta_seconds": 4675.046264832839, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3252262443438914, "fast_rcnn/fg_cls_accuracy": 0.6747737556561086, "iteration": 3099, "loss_box_reg": 0.01490885834209621, "loss_cls": 0.04869937419425696, "loss_rpn_cls": 0.0013892178533296828, "loss_rpn_loc": 0.0021495198052434716, "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": 0.5150086735375226, "total_loss": 0.06733886007850742}
{"data_time": 0.005378212314099073, "eta_seconds": 4666.670404458884, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3770833333333333, "fast_rcnn/fg_cls_accuracy": 0.6229166666666667, "iteration": 3119, "loss_box_reg": 0.014748939778655767, "loss_cls": 0.049410975305363536, "loss_rpn_cls": 0.0013605627900332706, "loss_rpn_loc": 0.002119248667440843, "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": 0.5349845131859183, "total_loss": 0.0685496866206563}
{"data_time": 0.006661285180598497, "eta_seconds": 4658.0564833241515, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.2701612903225806, "fast_rcnn/fg_cls_accuracy": 0.7298387096774194, "iteration": 3139, "loss_box_reg": 0.015838638122659177, "loss_cls": 0.0503074626903981, "loss_rpn_cls": 0.00110438980701133, "loss_rpn_loc": 0.002318836977792671, "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": 0.527524845674634, "total_loss": 0.06681793814026094}
{"data_time": 0.006980853155255318, "eta_seconds": 4643.26005915273, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2120237506185057, "fast_rcnn/fg_cls_accuracy": 0.786498708010336, "iteration": 3159, "loss_box_reg": 0.014818978495895863, "loss_cls": 0.04970985575346276, "loss_rpn_cls": 0.0013394013319043552, "loss_rpn_loc": 0.0019657843513414264, "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": 0.52446907479316, "total_loss": 0.06790643775553917}
{"data_time": 0.006639773957431316, "eta_seconds": 4632.462699629832, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.2873015873015873, "fast_rcnn/fg_cls_accuracy": 0.7126984126984127, "iteration": 3179, "loss_box_reg": 0.015110622742213309, "loss_cls": 0.05015287082642317, "loss_rpn_cls": 0.0011127926899234808, "loss_rpn_loc": 0.0019719592164619826, "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": 0.524885100312531, "total_loss": 0.06980227658777949}
{"data_time": 0.006622515618801117, "eta_seconds": 4621.355360898655, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2537735849056604, "fast_rcnn/fg_cls_accuracy": 0.7462264150943396, "iteration": 3199, "loss_box_reg": 0.01576667744666338, "loss_cls": 0.048264976241625845, "loss_rpn_cls": 0.0012771024217954619, "loss_rpn_loc": 0.0024728412900003605, "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": 0.5230054566636682, "total_loss": 0.06687814016117954}
{"data_time": 0.0057749333791434765, "eta_seconds": 4610.653621345293, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.33093317972350234, "fast_rcnn/fg_cls_accuracy": 0.6690668202764977, "iteration": 3219, "loss_box_reg": 0.015298359445296228, "loss_cls": 0.04800650739343837, "loss_rpn_cls": 0.001096495981641965, "loss_rpn_loc": 0.001978276744921459, "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": 0.5236269906163216, "total_loss": 0.06642691128280376}
{"data_time": 0.0074430424720048904, "eta_seconds": 4600.152189569082, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2554347826086957, "fast_rcnn/fg_cls_accuracy": 0.7445652173913043, "iteration": 3239, "loss_box_reg": 0.014750845788512379, "loss_cls": 0.048044448834843934, "loss_rpn_cls": 0.0009022826382647509, "loss_rpn_loc": 0.0024830235161061864, "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": 0.5238028531894088, "total_loss": 0.06626270877026741}
{"data_time": 0.00718332314863801, "eta_seconds": 4589.5989992818795, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.287593984962406, "fast_rcnn/fg_cls_accuracy": 0.7124060150375939, "iteration": 3259, "loss_box_reg": 0.015057115815579891, "loss_cls": 0.050217944488395005, "loss_rpn_cls": 0.0012007787455559082, "loss_rpn_loc": 0.001882993910840014, "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": 0.5316182291135192, "total_loss": 0.07060262444372256}
{"data_time": 0.006826050113886595, "eta_seconds": 4578.703700843733, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.272703818369453, "fast_rcnn/fg_cls_accuracy": 0.7167919799498748, "iteration": 3279, "loss_box_reg": 0.014519306889269501, "loss_cls": 0.04660256358329207, "loss_rpn_cls": 0.0017260275079564735, "loss_rpn_loc": 0.0021525124611798674, "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": 0.5229063457809389, "total_loss": 0.06610271659214106}
{"data_time": 0.0067796166986227036, "eta_seconds": 4568.64789424045, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32352941176470584, "fast_rcnn/fg_cls_accuracy": 0.6764705882352942, "iteration": 3299, "loss_box_reg": 0.015027851448394358, "loss_cls": 0.049848718219436705, "loss_rpn_cls": 0.0006562697417393792, "loss_rpn_loc": 0.00204994146770332, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5332149672321975, "total_loss": 0.06943459203654356}
{"data_time": 0.006093448959290981, "eta_seconds": 4558.306436624844, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3354341736694678, "fast_rcnn/fg_cls_accuracy": 0.6645658263305323, "iteration": 3319, "loss_box_reg": 0.014093540841713548, "loss_cls": 0.047666093974839896, "loss_rpn_cls": 0.0008070143231861948, "loss_rpn_loc": 0.0018898698253906332, "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": 0.5245772134512663, "total_loss": 0.06511626183095132}
{"data_time": 0.006536664441227913, "eta_seconds": 4547.985738268588, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.29462242562929064, "fast_rcnn/fg_cls_accuracy": 0.7053775743707094, "iteration": 3339, "loss_box_reg": 0.014193021808750927, "loss_cls": 0.04469080636044964, "loss_rpn_cls": 0.0008985370397454062, "loss_rpn_loc": 0.0018570694264781196, "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": 0.5257319966331124, "total_loss": 0.06387654569437018}
{"data_time": 0.0058861286379396915, "eta_seconds": 4537.302835949231, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.5086206896551724, "fast_rcnn/fg_cls_accuracy": 0.4913793103448276, "iteration": 3359, "loss_box_reg": 0.013862632593372837, "loss_cls": 0.04984473931835964, "loss_rpn_cls": 0.0007223293547724552, "loss_rpn_loc": 0.0018707630879362114, "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": 0.5243686470203102, "total_loss": 0.0674985404038182}
{"data_time": 0.006786221172660589, "eta_seconds": 4526.801035611425, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3570833333333333, "fast_rcnn/fg_cls_accuracy": 0.6429166666666667, "iteration": 3379, "loss_box_reg": 0.015316741657443345, "loss_cls": 0.04971615504473448, "loss_rpn_cls": 0.0013766796223535493, "loss_rpn_loc": 0.0018993940648215357, "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": 0.5232198960147798, "total_loss": 0.06846451626554995}
{"data_time": 0.005991069599986076, "eta_seconds": 4516.479082651902, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3888888888888889, "fast_rcnn/fg_cls_accuracy": 0.6111111111111112, "iteration": 3399, "loss_box_reg": 0.013881548075005412, "loss_cls": 0.04887689161114395, "loss_rpn_cls": 0.0011148715954902855, "loss_rpn_loc": 0.002032358413998736, "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": 0.5275835432112217, "total_loss": 0.06581554196935713}
{"data_time": 0.005815486889332533, "eta_seconds": 4506.423582986463, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.35351966873706003, "fast_rcnn/fg_cls_accuracy": 0.6464803312629399, "iteration": 3419, "loss_box_reg": 0.014509418630041182, "loss_cls": 0.04921560757793486, "loss_rpn_cls": 0.0007671618682252301, "loss_rpn_loc": 0.001960209128810675, "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": 0.5284714205190539, "total_loss": 0.06991700466574002}
{"data_time": 0.005566718522459269, "eta_seconds": 4499.373209152371, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2579365079365079, "fast_rcnn/fg_cls_accuracy": 0.7420634920634921, "iteration": 3439, "loss_box_reg": 0.014192085363902152, "loss_cls": 0.04794709262205288, "loss_rpn_cls": 0.001186207729091393, "loss_rpn_loc": 0.001981191071536159, "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": 0.5235956767573953, "total_loss": 0.06557223860508543}
{"data_time": 0.0062471916899085045, "eta_seconds": 4485.9645149912685, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21980676328502413, "fast_rcnn/fg_cls_accuracy": 0.7801932367149759, "iteration": 3459, "loss_box_reg": 0.0138046505744569, "loss_cls": 0.04858011979376897, "loss_rpn_cls": 0.0009349465299237636, "loss_rpn_loc": 0.0020181470699753845, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5249838354066014, "total_loss": 0.06645560613912949}
{"data_time": 0.006209552753716707, "eta_seconds": 4475.4599733334035, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.34444444444444444, "fast_rcnn/fg_cls_accuracy": 0.6185185185185185, "iteration": 3479, "loss_box_reg": 0.01346151129109785, "loss_cls": 0.04895344702526927, "loss_rpn_cls": 0.0012422088349239857, "loss_rpn_loc": 0.002285714766912861, "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": 0.5217332667671144, "total_loss": 0.06804269552264941}
{"data_time": 0.00590541260316968, "eta_seconds": 4465.437971506733, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3366578014184397, "fast_rcnn/fg_cls_accuracy": 0.6633421985815603, "iteration": 3499, "loss_box_reg": 0.014317168912384659, "loss_cls": 0.0496621627244167, "loss_rpn_cls": 0.0009577469275114936, "loss_rpn_loc": 0.0020544809849525336, "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": 0.521479582414031, "total_loss": 0.06741901445457188}
{"data_time": 0.0067151812836527824, "eta_seconds": 4453.907284385059, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.33687943262411346, "fast_rcnn/fg_cls_accuracy": 0.6631205673758864, "iteration": 3519, "loss_box_reg": 0.013259497354738414, "loss_cls": 0.04827855771873146, "loss_rpn_cls": 0.0011604144820012152, "loss_rpn_loc": 0.0018446184603817528, "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": 0.5246061100624502, "total_loss": 0.06482067426168214}
{"data_time": 0.00694603705778718, "eta_seconds": 4442.963552879635, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.35543859649122805, "fast_rcnn/fg_cls_accuracy": 0.6445614035087719, "iteration": 3539, "loss_box_reg": 0.01403997978195548, "loss_cls": 0.05047829449176788, "loss_rpn_cls": 0.0011296501391484526, "loss_rpn_loc": 0.0019298950210213661, "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": 0.519498132634908, "total_loss": 0.06719570676898456}
{"data_time": 0.006926745176315308, "eta_seconds": 4431.984696233179, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2838827838827839, "fast_rcnn/fg_cls_accuracy": 0.7161172161172161, "iteration": 3559, "loss_box_reg": 0.013654895825311542, "loss_cls": 0.04668531334027648, "loss_rpn_cls": 0.0011551408221777137, "loss_rpn_loc": 0.0022160117368912324, "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": 0.5188066801056266, "total_loss": 0.06392973330795826}
{"data_time": 0.00679734954610467, "eta_seconds": 4420.777872844599, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.39120038259206125, "fast_rcnn/fg_cls_accuracy": 0.6087996174079388, "iteration": 3579, "loss_box_reg": 0.014137230173218995, "loss_cls": 0.04745285789249465, "loss_rpn_cls": 0.002054070895184168, "loss_rpn_loc": 0.001777979903636151, "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": 0.5120059787295759, "total_loss": 0.06578127403446388}
{"data_time": 0.006706097163259983, "eta_seconds": 4409.318727704231, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.27976190476190477, "fast_rcnn/fg_cls_accuracy": 0.7202380952380952, "iteration": 3599, "loss_box_reg": 0.013983225624542683, "loss_cls": 0.04749976721359417, "loss_rpn_cls": 0.0013450752023800305, "loss_rpn_loc": 0.0017924277126439847, "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": 0.5279875285923481, "total_loss": 0.06566511662185803}
{"data_time": 0.007259691134095192, "eta_seconds": 4398.48533437727, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2977980665950591, "fast_rcnn/fg_cls_accuracy": 0.702201933404941, "iteration": 3619, "loss_box_reg": 0.013960653159301728, "loss_cls": 0.050010250124614686, "loss_rpn_cls": 0.0009927247553100926, "loss_rpn_loc": 0.002277903851791052, "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": 0.5200984477996826, "total_loss": 0.06656846486612267}
{"data_time": 0.006314958445727825, "eta_seconds": 4386.480956891086, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.3133916244822825, "fast_rcnn/fg_cls_accuracy": 0.6721060683324834, "iteration": 3639, "loss_box_reg": 0.013158270448911935, "loss_cls": 0.04620451002847403, "loss_rpn_cls": 0.0010412282795755345, "loss_rpn_loc": 0.002123277066857554, "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": 0.5151773118413985, "total_loss": 0.0630283559661109}
{"data_time": 0.006633162032812834, "eta_seconds": 4374.108673460782, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3748974569319114, "fast_rcnn/fg_cls_accuracy": 0.6251025430680885, "iteration": 3659, "loss_box_reg": 0.013918835786171257, "loss_cls": 0.050067255448084325, "loss_rpn_cls": 0.0014140516727820795, "loss_rpn_loc": 0.001993254621993401, "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": 0.5238149119541049, "total_loss": 0.06779342551411105}
{"data_time": 0.005971101112663746, "eta_seconds": 4362.8552184524015, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.459830866807611, "fast_rcnn/fg_cls_accuracy": 0.540169133192389, "iteration": 3679, "loss_box_reg": 0.014290505641838536, "loss_cls": 0.050944958231411874, "loss_rpn_cls": 0.001194407095454153, "loss_rpn_loc": 0.002820058296492789, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5260714250616729, "total_loss": 0.06858216650311988}
{"data_time": 0.0069095175713300705, "eta_seconds": 4351.613095656037, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.33938746438746437, "fast_rcnn/fg_cls_accuracy": 0.6606125356125356, "iteration": 3699, "loss_box_reg": 0.013441815157420933, "loss_cls": 0.046415384975261986, "loss_rpn_cls": 0.000990927195744007, "loss_rpn_loc": 0.0018403924768790603, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5183982118032873, "total_loss": 0.06280563083977597}
{"data_time": 0.006495513953268528, "eta_seconds": 4342.64403847605, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.31180555555555556, "fast_rcnn/fg_cls_accuracy": 0.6881944444444444, "iteration": 3719, "loss_box_reg": 0.014010055805556476, "loss_cls": 0.05028739379486069, "loss_rpn_cls": 0.0011914412620228632, "loss_rpn_loc": 0.0022836748430563603, "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": 0.5281073106452823, "total_loss": 0.06796299340089718}
{"data_time": 0.006403690204024315, "eta_seconds": 4331.807938933838, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3247619047619048, "fast_rcnn/fg_cls_accuracy": 0.6543243243243244, "iteration": 3739, "loss_box_reg": 0.013979487936012447, "loss_cls": 0.04719523969106376, "loss_rpn_cls": 0.0011823798174752653, "loss_rpn_loc": 0.0019273433026683051, "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": 0.5158758694306016, "total_loss": 0.0662134642657577}
{"data_time": 0.007148039061576128, "eta_seconds": 4321.667615152895, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33349802371541504, "fast_rcnn/fg_cls_accuracy": 0.666501976284585, "iteration": 3759, "loss_box_reg": 0.013739913905737922, "loss_cls": 0.04751446458976716, "loss_rpn_cls": 0.000864641996940918, "loss_rpn_loc": 0.0024388114688917994, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5294752474874258, "total_loss": 0.06399756151603242}
{"data_time": 0.006820730399340391, "eta_seconds": 4310.833200093824, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.29150943396226414, "fast_rcnn/fg_cls_accuracy": 0.7084905660377359, "iteration": 3779, "loss_box_reg": 0.012479302677093074, "loss_cls": 0.0456008892506361, "loss_rpn_cls": 0.0010636350541801676, "loss_rpn_loc": 0.0019344817119417712, "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": 0.5268430830910802, "total_loss": 0.06169580799451069}
{"data_time": 0.006386028602719307, "eta_seconds": 4300.3458306738175, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24404761904761904, "fast_rcnn/fg_cls_accuracy": 0.7559523809523809, "iteration": 3799, "loss_box_reg": 0.012384812929667532, "loss_cls": 0.04538366082124412, "loss_rpn_cls": 0.0010323167200567696, "loss_rpn_loc": 0.0017902792533277534, "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": 0.5286354231648147, "total_loss": 0.06126110540958507}
{"data_time": 0.006738922093063593, "eta_seconds": 4290.202980168164, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.39, "fast_rcnn/fg_cls_accuracy": 0.61, "iteration": 3819, "loss_box_reg": 0.012635005434276536, "loss_cls": 0.04890862287720665, "loss_rpn_cls": 0.0009056126823168142, "loss_rpn_loc": 0.0024905924728955142, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5298447385430336, "total_loss": 0.06512949843215665}
{"data_time": 0.007278967183083296, "eta_seconds": 4281.8403423181735, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.23924349881796692, "fast_rcnn/fg_cls_accuracy": 0.7607565011820331, "iteration": 3839, "loss_box_reg": 0.012509721971582621, "loss_cls": 0.04763064195867628, "loss_rpn_cls": 0.0011746729702366565, "loss_rpn_loc": 0.002476520363416057, "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": 0.5299780033528805, "total_loss": 0.06582183414730025}
{"data_time": 0.007639100309461355, "eta_seconds": 4271.346921555232, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23005932762030323, "fast_rcnn/fg_cls_accuracy": 0.7699406723796968, "iteration": 3859, "loss_box_reg": 0.013101202435791492, "loss_cls": 0.051318279234692454, "loss_rpn_cls": 0.0014325129252483748, "loss_rpn_loc": 0.0019465310506348033, "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": 0.5304674045182765, "total_loss": 0.06700661261663754}
{"data_time": 0.007047001738101244, "eta_seconds": 4262.1726486389525, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.36164079822616413, "fast_rcnn/fg_cls_accuracy": 0.638359201773836, "iteration": 3879, "loss_box_reg": 0.01197661823243834, "loss_cls": 0.046643345267511904, "loss_rpn_cls": 0.0012815196506608117, "loss_rpn_loc": 0.0018973443620780017, "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": 0.5329086761921644, "total_loss": 0.06292311059280564}
{"data_time": 0.006596685852855444, "eta_seconds": 4252.57974829711, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3288288288288288, "fast_rcnn/fg_cls_accuracy": 0.6711711711711712, "iteration": 3899, "loss_box_reg": 0.012542437470983714, "loss_cls": 0.04767318197991699, "loss_rpn_cls": 0.001564922811667202, "loss_rpn_loc": 0.0020268775333533995, "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": 0.5332546140998602, "total_loss": 0.06416597426755288}
{"data_time": 0.006270892918109894, "eta_seconds": 4241.645866301842, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.27516129032258063, "fast_rcnn/fg_cls_accuracy": 0.7248387096774194, "iteration": 3919, "loss_box_reg": 0.012644277536310256, "loss_cls": 0.047933122550603, "loss_rpn_cls": 0.0012894946842720856, "loss_rpn_loc": 0.002218861169239972, "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": 0.5233160420320928, "total_loss": 0.0658690279539087}
{"data_time": 0.0066805449314415455, "eta_seconds": 4232.34553858079, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3046296296296296, "fast_rcnn/fg_cls_accuracy": 0.6953703703703704, "iteration": 3939, "loss_box_reg": 0.013045052357483655, "loss_cls": 0.04841263487469405, "loss_rpn_cls": 0.0009134277342184305, "loss_rpn_loc": 0.0017697197890811367, "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": 0.5302667594514787, "total_loss": 0.06433892447796552}
{"data_time": 0.005674456246197224, "eta_seconds": 4223.237750909291, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.28384615384615386, "fast_rcnn/fg_cls_accuracy": 0.7138009049773756, "iteration": 3959, "loss_box_reg": 0.013139257556758821, "loss_cls": 0.04847462067846209, "loss_rpn_cls": 0.0007815537384772142, "loss_rpn_loc": 0.0017759244456101442, "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": 0.5263265976682305, "total_loss": 0.06434043692570413}
{"data_time": 0.005771970376372337, "eta_seconds": 4213.956950127147, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3415071770334928, "fast_rcnn/fg_cls_accuracy": 0.6584928229665072, "iteration": 3979, "loss_box_reg": 0.012872047635028139, "loss_cls": 0.04439973132684827, "loss_rpn_cls": 0.0008683293167450756, "loss_rpn_loc": 0.0020231129819876514, "lr": 0.001, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5281905527226627, "total_loss": 0.060359668746485795}
{"data_time": 0.0062851374968886375, "eta_seconds": 4201.974657366984, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3252164502164502, "fast_rcnn/fg_cls_accuracy": 0.6747835497835497, "iteration": 3999, "loss_box_reg": 0.013229645002866164, "loss_cls": 0.045356145477853715, "loss_rpn_cls": 0.001049403539298055, "loss_rpn_loc": 0.002259117241919739, "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": 0.5237248251214623, "total_loss": 0.06387778100135932}
{"data_time": 0.007367600686848164, "eta_seconds": 4190.8156575826, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2792207792207792, "fast_rcnn/fg_cls_accuracy": 0.7207792207792207, "iteration": 4019, "loss_box_reg": 0.012546249810839072, "loss_cls": 0.05011637875577435, "loss_rpn_cls": 0.0012090830902451444, "loss_rpn_loc": 0.0017939592125912895, "lr": 0.001, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5209575430490077, "total_loss": 0.06530588441398777}
{"data_time": 0.006654714699834585, "eta_seconds": 4180.967409986071, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.31534090909090906, "fast_rcnn/fg_cls_accuracy": 0.6846590909090908, "iteration": 4039, "loss_box_reg": 0.013306288223247975, "loss_cls": 0.049607408698648214, "loss_rpn_cls": 0.0007692752143100279, "loss_rpn_loc": 0.0020524803585431073, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5277755549177527, "total_loss": 0.0656752942370531}
{"data_time": 0.006762963719666004, "eta_seconds": 4172.311855032574, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.35634920634920636, "fast_rcnn/fg_cls_accuracy": 0.6436507936507937, "iteration": 4059, "loss_box_reg": 0.013281547231599689, "loss_cls": 0.04652737863943912, "loss_rpn_cls": 0.0012250592261011661, "loss_rpn_loc": 0.0022025754315109225, "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": 0.5259224693290889, "total_loss": 0.06413235017032548}
{"data_time": 0.006153244059532881, "eta_seconds": 4161.219181484543, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2574224021592443, "fast_rcnn/fg_cls_accuracy": 0.7425775978407557, "iteration": 4079, "loss_box_reg": 0.012419393518939614, "loss_cls": 0.04725664539728314, "loss_rpn_cls": 0.0005719838101185815, "loss_rpn_loc": 0.0020542183483485132, "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": 0.5313463006168604, "total_loss": 0.06278441436052162}
{"data_time": 0.00625280337408185, "eta_seconds": 4154.235044912901, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.32730263157894735, "fast_rcnn/fg_cls_accuracy": 0.6726973684210527, "iteration": 4099, "loss_box_reg": 0.012594284780789167, "loss_cls": 0.04624367621727288, "loss_rpn_cls": 0.0010931474098470062, "loss_rpn_loc": 0.0018475135530025, "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": 0.5324677098542452, "total_loss": 0.06025118177831246}
{"data_time": 0.007467401213943958, "eta_seconds": 4143.741153696086, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.33896103896103896, "fast_rcnn/fg_cls_accuracy": 0.6610389610389611, "iteration": 4119, "loss_box_reg": 0.012753092596540228, "loss_cls": 0.04809074671356939, "loss_rpn_cls": 0.0008793561164566199, "loss_rpn_loc": 0.001507324757767492, "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": 0.534473336301744, "total_loss": 0.0632433265265604}
{"data_time": 0.00693505210801959, "eta_seconds": 4133.225378658157, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.36818181818181817, "fast_rcnn/fg_cls_accuracy": 0.6318181818181818, "iteration": 4139, "loss_box_reg": 0.01253764278953895, "loss_cls": 0.04699737607734278, "loss_rpn_cls": 0.001181262240223191, "loss_rpn_loc": 0.0019038418540731072, "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": 0.5310980631038547, "total_loss": 0.06296893000919113}
{"data_time": 0.005542420316487551, "eta_seconds": 4123.727608675603, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24662162162162163, "fast_rcnn/fg_cls_accuracy": 0.7370740305522914, "iteration": 4159, "loss_box_reg": 0.012324313865974545, "loss_cls": 0.046690108021721244, "loss_rpn_cls": 0.001292311509814681, "loss_rpn_loc": 0.0018050400758511387, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5253459010273218, "total_loss": 0.06214641171254698}
{"data_time": 0.0063175056129693985, "eta_seconds": 4114.334238618147, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2898981324278438, "fast_rcnn/fg_cls_accuracy": 0.6881720430107527, "iteration": 4179, "loss_box_reg": 0.012592670216690749, "loss_cls": 0.0471543048042804, "loss_rpn_cls": 0.0009720174102767487, "loss_rpn_loc": 0.0020612238004105166, "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": 0.5292120762169361, "total_loss": 0.061530991159258974}
{"data_time": 0.006658043246716261, "eta_seconds": 4103.553973117843, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2520833333333333, "fast_rcnn/fg_cls_accuracy": 0.7217261904761905, "iteration": 4199, "loss_box_reg": 0.012728122703265399, "loss_cls": 0.04734118329361081, "loss_rpn_cls": 0.0008049370298408576, "loss_rpn_loc": 0.0019053975265705958, "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": 0.5218874597921968, "total_loss": 0.06172085748153222}
{"data_time": 0.0066267806105315685, "eta_seconds": 4093.0333886463195, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 4219, "loss_box_reg": 0.012377397913951427, "loss_cls": 0.0459958411520347, "loss_rpn_cls": 0.0009498775167600115, "loss_rpn_loc": 0.0019979901517217513, "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": 0.5222067991271615, "total_loss": 0.06017276161628615}
{"data_time": 0.00680956058204174, "eta_seconds": 4082.8353281314485, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34838274932614555, "fast_rcnn/fg_cls_accuracy": 0.6516172506738545, "iteration": 4239, "loss_box_reg": 0.012624626833712682, "loss_cls": 0.047108008060604334, "loss_rpn_cls": 0.001218310249186061, "loss_rpn_loc": 0.0017180793111037929, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5367707456462085, "total_loss": 0.06272025688275562}
{"data_time": 0.006978591438382864, "eta_seconds": 4071.1357503836043, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3625204582651391, "fast_rcnn/fg_cls_accuracy": 0.6297872340425532, "iteration": 4259, "loss_box_reg": 0.012759101635310799, "loss_cls": 0.04335768922464922, "loss_rpn_cls": 0.0013389242131722767, "loss_rpn_loc": 0.001741414963362331, "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": 0.5134093277156353, "total_loss": 0.06103867226812554}
{"data_time": 0.006715359631925821, "eta_seconds": 4061.471635231748, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3314459930313589, "fast_rcnn/fg_cls_accuracy": 0.6685540069686411, "iteration": 4279, "loss_box_reg": 0.01215487637091428, "loss_cls": 0.04623002419248223, "loss_rpn_cls": 0.0009271842355360604, "loss_rpn_loc": 0.0017174181884911377, "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": 0.5235461043193936, "total_loss": 0.06245920498133728}
{"data_time": 0.007001071702688932, "eta_seconds": 4049.0991783547215, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.34090909090909094, "fast_rcnn/fg_cls_accuracy": 0.6431818181818182, "iteration": 4299, "loss_box_reg": 0.012696945137577131, "loss_cls": 0.045968348073074594, "loss_rpn_cls": 0.0009982745142735894, "loss_rpn_loc": 0.0019928748079109937, "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": 0.5222953944467008, "total_loss": 0.062358380567502536}
{"data_time": 0.005607686936855316, "eta_seconds": 4038.9504059008323, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.30368906455862976, "fast_rcnn/fg_cls_accuracy": 0.6865357643758765, "iteration": 4319, "loss_box_reg": 0.011943220219109207, "loss_cls": 0.04541553830495104, "loss_rpn_cls": 0.001214689858088036, "loss_rpn_loc": 0.0016638480628898833, "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": 0.5300366468727589, "total_loss": 0.06104146725028414}
{"data_time": 0.007036707829684019, "eta_seconds": 4029.217293604277, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.297008547008547, "fast_rcnn/fg_cls_accuracy": 0.7029914529914529, "iteration": 4339, "loss_box_reg": 0.01215270088869147, "loss_cls": 0.04581069608684629, "loss_rpn_cls": 0.0009360130930247124, "loss_rpn_loc": 0.0014646295458078384, "lr": 0.001, "roi_head/num_bg_samples": 488.75, "roi_head/num_fg_samples": 23.25, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5311800339259207, "total_loss": 0.06240206666313952}
{"data_time": 0.0067030456848442554, "eta_seconds": 4019.389297345653, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.23928571428571427, "fast_rcnn/fg_cls_accuracy": 0.7607142857142857, "iteration": 4359, "loss_box_reg": 0.012108064809581265, "loss_cls": 0.04604808634030633, "loss_rpn_cls": 0.0008071172077279698, "loss_rpn_loc": 0.0020490947863436304, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 251.0, "rpn/num_pos_anchors": 5.0, "time": 0.5302207195200026, "total_loss": 0.060869084027658005}
{"data_time": 0.005921847186982632, "eta_seconds": 4007.400213952642, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.36764705882352944, "fast_rcnn/fg_cls_accuracy": 0.6323529411764706, "iteration": 4379, "loss_box_reg": 0.011443518713349476, "loss_cls": 0.0466840440640226, "loss_rpn_cls": 0.0011544724612377877, "loss_rpn_loc": 0.001943347990163602, "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": 0.5226785806007683, "total_loss": 0.06130556387654451}
{"data_time": 0.007072466425597668, "eta_seconds": 3996.2898858115077, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.44400199104031857, "fast_rcnn/fg_cls_accuracy": 0.5559980089596814, "iteration": 4399, "loss_box_reg": 0.012290578888496384, "loss_cls": 0.04636214236961678, "loss_rpn_cls": 0.0009032215699562585, "loss_rpn_loc": 0.0019679343604366295, "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": 0.5215187058784068, "total_loss": 0.061987186458367205}
{"data_time": 0.006305883172899485, "eta_seconds": 3985.774717055261, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3184811237928007, "fast_rcnn/fg_cls_accuracy": 0.6815188762071993, "iteration": 4419, "loss_box_reg": 0.011933233443414792, "loss_cls": 0.047930651577189565, "loss_rpn_cls": 0.0007681616873469466, "loss_rpn_loc": 0.001654138628509827, "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": 0.5264871972613037, "total_loss": 0.06480191235266375}
{"data_time": 0.007302232552319765, "eta_seconds": 3973.915186981205, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19090909090909092, "fast_rcnn/fg_cls_accuracy": 0.8090909090909091, "iteration": 4439, "loss_box_reg": 0.011688180267810822, "loss_cls": 0.043871217174455523, "loss_rpn_cls": 0.0008026666416753869, "loss_rpn_loc": 0.001961269688763423, "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": 0.5162459900602698, "total_loss": 0.059733773342259155}
{"data_time": 0.006302760913968086, "eta_seconds": 3961.5899315206334, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.32810750279955203, "fast_rcnn/fg_cls_accuracy": 0.6718924972004479, "iteration": 4459, "loss_box_reg": 0.012179498560726643, "loss_cls": 0.04756310145603493, "loss_rpn_cls": 0.0012917144975403971, "loss_rpn_loc": 0.0016896573943085968, "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": 0.5189443062990904, "total_loss": 0.06338757224420988}
{"data_time": 0.006318639498203993, "eta_seconds": 3951.6380130588077, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.21405228758169934, "fast_rcnn/fg_cls_accuracy": 0.7859477124183006, "iteration": 4479, "loss_box_reg": 0.012535786401713267, "loss_cls": 0.047236121201422065, "loss_rpn_cls": 0.0010429781693233053, "loss_rpn_loc": 0.0019285348062112462, "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": 0.5202553067356348, "total_loss": 0.0645914679404882}
{"data_time": 0.007137258071452379, "eta_seconds": 3942.380348835606, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2841614906832298, "fast_rcnn/fg_cls_accuracy": 0.7158385093167702, "iteration": 4499, "loss_box_reg": 0.011977694317465648, "loss_cls": 0.046915687853470445, "loss_rpn_cls": 0.0010391317833509106, "loss_rpn_loc": 0.0017988148902077228, "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": 0.533800988458097, "total_loss": 0.06258442263208508}
{"data_time": 0.006363086402416229, "eta_seconds": 3930.6214566803537, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.3057915057915058, "fast_rcnn/fg_cls_accuracy": 0.672644376899696, "iteration": 4519, "loss_box_reg": 0.01188502280274406, "loss_cls": 0.04611267929431051, "loss_rpn_cls": 0.0006130120870011524, "loss_rpn_loc": 0.0016808613072498702, "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": 0.520427499897778, "total_loss": 0.06086552383951016}
{"data_time": 0.006773713044822216, "eta_seconds": 3922.6237693880685, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.26785714285714285, "fast_rcnn/fg_cls_accuracy": 0.7321428571428572, "iteration": 4539, "loss_box_reg": 0.01174236016231589, "loss_cls": 0.04620055411942303, "loss_rpn_cls": 0.001025899757081561, "loss_rpn_loc": 0.0018326128629269078, "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": 0.5359978061169386, "total_loss": 0.0615750921901963}
{"data_time": 0.00607244623824954, "eta_seconds": 3912.749638108071, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.31009615384615385, "fast_rcnn/fg_cls_accuracy": 0.6899038461538461, "iteration": 4559, "loss_box_reg": 0.012784144433680922, "loss_cls": 0.04809514409862459, "loss_rpn_cls": 0.0013262125706887673, "loss_rpn_loc": 0.0016955532264546491, "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": 0.530073354486376, "total_loss": 0.06288470746548569}
{"data_time": 0.007812312338501215, "eta_seconds": 3903.893976618536, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3955665024630542, "fast_rcnn/fg_cls_accuracy": 0.6044334975369459, "iteration": 4579, "loss_box_reg": 0.011308113927952945, "loss_cls": 0.04798724385909736, "loss_rpn_cls": 0.0009562104794440529, "loss_rpn_loc": 0.00237516399283777, "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": 0.5293960240669549, "total_loss": 0.06381165608900119}
{"data_time": 0.006357844918966293, "eta_seconds": 3891.7161768092774, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.29619260918253076, "fast_rcnn/fg_cls_accuracy": 0.7038073908174692, "iteration": 4599, "loss_box_reg": 0.011484001763164997, "loss_cls": 0.04626939265290275, "loss_rpn_cls": 0.0009601935689715901, "loss_rpn_loc": 0.0017992842986132018, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5130576123483479, "total_loss": 0.0610716203169801}
{"data_time": 0.005719500593841076, "eta_seconds": 3882.8515619756654, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3980836236933798, "fast_rcnn/fg_cls_accuracy": 0.6019163763066202, "iteration": 4619, "loss_box_reg": 0.012500220560468733, "loss_cls": 0.046770013112109154, "loss_rpn_cls": 0.000598683073576467, "loss_rpn_loc": 0.0016889458129298873, "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": 0.5325410906225443, "total_loss": 0.062493705632846286}
{"data_time": 0.005722520872950554, "eta_seconds": 3872.574762281496, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24456521739130435, "fast_rcnn/fg_cls_accuracy": 0.747093023255814, "iteration": 4639, "loss_box_reg": 0.01232206090935506, "loss_cls": 0.044214419554919004, "loss_rpn_cls": 0.0009545933854155919, "loss_rpn_loc": 0.0015719360071670962, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5194710185751319, "total_loss": 0.05935387280608495}
{"data_time": 0.005793699529021978, "eta_seconds": 3862.190581418574, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2773892773892774, "fast_rcnn/fg_cls_accuracy": 0.7003710575139146, "iteration": 4659, "loss_box_reg": 0.012198870128486305, "loss_cls": 0.04806610295781866, "loss_rpn_cls": 0.0010480613951813211, "loss_rpn_loc": 0.0018142019252991304, "lr": 0.001, "roi_head/num_bg_samples": 489.25, "roi_head/num_fg_samples": 22.75, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5256157834082842, "total_loss": 0.06446862982997459}
{"data_time": 0.005355917848646641, "eta_seconds": 3852.291338854935, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.35, "fast_rcnn/fg_cls_accuracy": 0.6499999999999999, "iteration": 4679, "loss_box_reg": 0.012068602372892201, "loss_cls": 0.04482325573917478, "loss_rpn_cls": 0.0011787397433238311, "loss_rpn_loc": 0.0017211912454513367, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5312232836149633, "total_loss": 0.06219298872622403}
{"data_time": 0.006175159476697445, "eta_seconds": 3842.762132432312, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.3678646934460888, "fast_rcnn/fg_cls_accuracy": 0.6321353065539113, "iteration": 4699, "loss_box_reg": 0.01157027404406108, "loss_cls": 0.043689778773114085, "loss_rpn_cls": 0.0008267166283530969, "loss_rpn_loc": 0.0016372279496863484, "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": 0.5308114970102906, "total_loss": 0.05949125673407707}
{"data_time": 0.006733376532793045, "eta_seconds": 3833.3068743715994, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.39338235294117646, "fast_rcnn/fg_cls_accuracy": 0.5218487394957982, "iteration": 4719, "loss_box_reg": 0.011617008596658707, "loss_cls": 0.04692621610593051, "loss_rpn_cls": 0.0010625995068949123, "loss_rpn_loc": 0.002659051262526191, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.532729996368289, "total_loss": 0.061702863803759556}
{"data_time": 0.006327538285404444, "eta_seconds": 3822.7772579058073, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29027777777777775, "fast_rcnn/fg_cls_accuracy": 0.7041666666666666, "iteration": 4739, "loss_box_reg": 0.012251196953002363, "loss_cls": 0.04744865128304809, "loss_rpn_cls": 0.0007175385078710406, "loss_rpn_loc": 0.001782294664735673, "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": 0.5221992614679039, "total_loss": 0.06185206595739601}
{"data_time": 0.006935355253517628, "eta_seconds": 3813.2642046567053, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3167420814479638, "fast_rcnn/fg_cls_accuracy": 0.6832579185520362, "iteration": 4759, "loss_box_reg": 0.011447225144365802, "loss_cls": 0.04733760509407148, "loss_rpn_cls": 0.000974303090188755, "loss_rpn_loc": 0.0018564576130302157, "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": 0.5307739269919693, "total_loss": 0.06241712286551149}
{"data_time": 0.006870626471936703, "eta_seconds": 3800.705880212132, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.36904761904761907, "fast_rcnn/fg_cls_accuracy": 0.6309523809523809, "iteration": 4779, "loss_box_reg": 0.011874250252731144, "loss_cls": 0.044542656862176955, "loss_rpn_cls": 0.001174660329510857, "loss_rpn_loc": 0.0015527511823165696, "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": 0.5210730438120663, "total_loss": 0.060280878377994895}
{"data_time": 0.005816173739731312, "eta_seconds": 3791.188408508431, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.32667406585275616, "fast_rcnn/fg_cls_accuracy": 0.6733259341472437, "iteration": 4799, "loss_box_reg": 0.012516246468294412, "loss_cls": 0.04456134379142895, "loss_rpn_cls": 0.0008008918068185267, "loss_rpn_loc": 0.0018369959016126813, "lr": 0.001, "roi_head/num_bg_samples": 488.5, "roi_head/num_fg_samples": 23.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5291531756520271, "total_loss": 0.05999813998465697}
{"data_time": 0.007604224607348442, "eta_seconds": 3777.6394887613133, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21869565217391304, "fast_rcnn/fg_cls_accuracy": 0.7687878787878788, "iteration": 4819, "loss_box_reg": 0.011872328061144799, "loss_cls": 0.04759547038702294, "loss_rpn_cls": 0.0010737771478943614, "loss_rpn_loc": 0.0016235699913522694, "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": 0.5212928145192564, "total_loss": 0.06339753696488515}
{"data_time": 0.006876135710626841, "eta_seconds": 3766.2478840230033, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3038461538461539, "fast_rcnn/fg_cls_accuracy": 0.6961538461538461, "iteration": 4839, "loss_box_reg": 0.011365424055838957, "loss_cls": 0.04555075091775507, "loss_rpn_cls": 0.0009409174095367234, "loss_rpn_loc": 0.0015253401506925002, "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": 0.521053200121969, "total_loss": 0.05982020499920537}
{"data_time": 0.006715673487633467, "eta_seconds": 3754.2854907088913, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 4859, "loss_box_reg": 0.011730655591236427, "loss_cls": 0.0493062580935657, "loss_rpn_cls": 0.0014428393436674014, "loss_rpn_loc": 0.0016784062463557348, "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": 0.5199741483666003, "total_loss": 0.06351912850118424}
{"data_time": 0.006187915802001953, "eta_seconds": 3743.770757504273, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2532051282051282, "fast_rcnn/fg_cls_accuracy": 0.7467948717948718, "iteration": 4879, "loss_box_reg": 0.011923029378522187, "loss_cls": 0.04686393775045872, "loss_rpn_cls": 0.0014413863374329594, "loss_rpn_loc": 0.00212575542536797, "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": 0.5315254828892648, "total_loss": 0.062447962180158356}
{"data_time": 0.0068861208856105804, "eta_seconds": 3731.2452405598015, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2262727844123193, "fast_rcnn/fg_cls_accuracy": 0.7737272155876807, "iteration": 4899, "loss_box_reg": 0.01158569086692296, "loss_cls": 0.045662633259780705, "loss_rpn_cls": 0.0007759235373754336, "loss_rpn_loc": 0.001793240004190011, "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": 0.5229642912745476, "total_loss": 0.0608690891413346}
{"data_time": 0.007290795911103487, "eta_seconds": 3722.417672917247, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3634823848238482, "fast_rcnn/fg_cls_accuracy": 0.6365176151761518, "iteration": 4919, "loss_box_reg": 0.011049830936826766, "loss_cls": 0.04621855105506256, "loss_rpn_cls": 0.000684290173992963, "loss_rpn_loc": 0.001623354048206238, "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": 0.5296905487775803, "total_loss": 0.06064098650153937}
{"data_time": 0.006847701035439968, "eta_seconds": 3711.1246849712916, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.41865828092243185, "fast_rcnn/fg_cls_accuracy": 0.581341719077568, "iteration": 4939, "loss_box_reg": 0.011590449343202636, "loss_cls": 0.04589399055112153, "loss_rpn_cls": 0.0006038430094292835, "loss_rpn_loc": 0.0017199097310367506, "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": 0.5299379182979465, "total_loss": 0.05982778456584015}
{"data_time": 0.007359443232417107, "eta_seconds": 3699.7652282821946, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.24962292609351433, "fast_rcnn/fg_cls_accuracy": 0.7247360482654601, "iteration": 4959, "loss_box_reg": 0.011163780960487202, "loss_cls": 0.045256237557623535, "loss_rpn_cls": 0.0008968534338293921, "loss_rpn_loc": 0.0016032423882279545, "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": 0.518210262991488, "total_loss": 0.05825525453175828}
{"data_time": 0.005678324494510889, "eta_seconds": 3689.2560243955813, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.22634271099744246, "fast_rcnn/fg_cls_accuracy": 0.7736572890025575, "iteration": 4979, "loss_box_reg": 0.011080368043622002, "loss_cls": 0.04559615609468892, "loss_rpn_cls": 0.0012310656957197352, "loss_rpn_loc": 0.001961171001312323, "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": 0.5437855757772923, "total_loss": 0.06000856903710883}
{"data_time": 0.006696334108710289, "eta_seconds": 3679.5898483903147, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.4070548712206047, "fast_rcnn/fg_cls_accuracy": 0.5929451287793952, "iteration": 4999, "loss_box_reg": 0.011498629173729569, "loss_cls": 0.04443754261592403, "loss_rpn_cls": 0.0009234479819042463, "loss_rpn_loc": 0.0018461978106643073, "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": 0.5336800864897668, "total_loss": 0.059488082762243266}
{"data_time": 0.007605839986354113, "eta_seconds": 3669.078236196656, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.47684210526315784, "fast_rcnn/fg_cls_accuracy": 0.523157894736842, "iteration": 5019, "loss_box_reg": 0.011339927616063505, "loss_cls": 0.04526013997383416, "loss_rpn_cls": 0.0012090694334858654, "loss_rpn_loc": 0.0017324010987067595, "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": 0.5232136552222073, "total_loss": 0.06012153222030747}
{"data_time": 0.006715079769492149, "eta_seconds": 3657.845332494471, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.267251239039268, "fast_rcnn/fg_cls_accuracy": 0.7327487609607319, "iteration": 5039, "loss_box_reg": 0.010589415382128209, "loss_cls": 0.04827468504663557, "loss_rpn_cls": 0.0015869135105504029, "loss_rpn_loc": 0.001510892934675212, "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": 0.5260531310923398, "total_loss": 0.06310712308368238}
{"data_time": 0.006465918850153685, "eta_seconds": 3647.3357926798053, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.33918918918918917, "fast_rcnn/fg_cls_accuracy": 0.6608108108108108, "iteration": 5059, "loss_box_reg": 0.011646793398540467, "loss_cls": 0.04721533181145787, "loss_rpn_cls": 0.0006446953822774049, "loss_rpn_loc": 0.001568775718624238, "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": 0.5247023361735046, "total_loss": 0.06113992548216629}
{"data_time": 0.006032164674252272, "eta_seconds": 3636.8262528651394, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3130081300813008, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 5079, "loss_box_reg": 0.011153415020089597, "loss_cls": 0.04696880161645822, "loss_rpn_cls": 0.0008009146636993592, "loss_rpn_loc": 0.0019477653258945793, "lr": 0.001, "roi_head/num_bg_samples": 493.25, "roi_head/num_fg_samples": 18.75, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5303788920864463, "total_loss": 0.061389209072729045}
{"data_time": 0.005507185123860836, "eta_seconds": 3624.3393485993147, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.20016611295681064, "fast_rcnn/fg_cls_accuracy": 0.7998338870431894, "iteration": 5099, "loss_box_reg": 0.011267705645877868, "loss_cls": 0.04444420407526195, "loss_rpn_cls": 0.0009568509510131662, "loss_rpn_loc": 0.0018446708800183842, "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": 0.5247007650323212, "total_loss": 0.05892603648538852}
{"data_time": 0.0064701298251748085, "eta_seconds": 3611.386198805645, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.36730769230769234, "fast_rcnn/fg_cls_accuracy": 0.6326923076923077, "iteration": 5119, "loss_box_reg": 0.01119787638890557, "loss_cls": 0.04572555562481284, "loss_rpn_cls": 0.0006262852094778282, "loss_rpn_loc": 0.001530833716969937, "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": 0.5259446175768971, "total_loss": 0.06062239443190265}
{"data_time": 0.006212056148797274, "eta_seconds": 3602.023462613113, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.32767857142857143, "fast_rcnn/fg_cls_accuracy": 0.6619047619047619, "iteration": 5139, "loss_box_reg": 0.011661001131869853, "loss_cls": 0.046068400610238314, "loss_rpn_cls": 0.0012413275039477867, "loss_rpn_loc": 0.0016305517765431432, "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": 0.5314033096656203, "total_loss": 0.05952354431076401}
{"data_time": 0.007352037820965052, "eta_seconds": 3588.821565299295, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3550420168067227, "fast_rcnn/fg_cls_accuracy": 0.6291208791208791, "iteration": 5159, "loss_box_reg": 0.011017545446520671, "loss_cls": 0.04617275157943368, "loss_rpn_cls": 0.0008045101665743459, "loss_rpn_loc": 0.001664761672145687, "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": 0.5144004100002348, "total_loss": 0.058251253308469586}
{"data_time": 0.007178715895861387, "eta_seconds": 3576.7844776315615, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.28015988372093026, "fast_rcnn/fg_cls_accuracy": 0.7104651162790697, "iteration": 5179, "loss_box_reg": 0.011267233930993825, "loss_cls": 0.0437407813151367, "loss_rpn_cls": 0.0009938238641780117, "loss_rpn_loc": 0.0014658966720162425, "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": 0.5155921075493097, "total_loss": 0.05921707717924107}
{"data_time": 0.008391369134187698, "eta_seconds": 3566.5945614874363, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2801169590643275, "fast_rcnn/fg_cls_accuracy": 0.7198830409356725, "iteration": 5199, "loss_box_reg": 0.011109337327070534, "loss_cls": 0.04668262170162052, "loss_rpn_cls": 0.0009160599349797849, "loss_rpn_loc": 0.0016159999086085008, "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": 0.520976522937417, "total_loss": 0.06071397549692392}
{"data_time": 0.005816863849759102, "eta_seconds": 3556.106119900942, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2827635327635327, "fast_rcnn/fg_cls_accuracy": 0.7172364672364673, "iteration": 5219, "loss_box_reg": 0.011230908014113083, "loss_cls": 0.04679055354790762, "loss_rpn_cls": 0.0007982816112814817, "loss_rpn_loc": 0.0015330301866924856, "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": 0.5217048218473792, "total_loss": 0.06084302598839031}
{"data_time": 0.005617073737084866, "eta_seconds": 3545.8917818884365, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.32285714285714284, "fast_rcnn/fg_cls_accuracy": 0.6394444444444445, "iteration": 5239, "loss_box_reg": 0.010854765627300367, "loss_cls": 0.044777337345294654, "loss_rpn_cls": 0.0009743268805895156, "loss_rpn_loc": 0.0014278020535130054, "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": 0.5334515334106982, "total_loss": 0.058229584853236815}
{"data_time": 0.006772449240088463, "eta_seconds": 3535.402529464569, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.32380952380952377, "fast_rcnn/fg_cls_accuracy": 0.6761904761904762, "iteration": 5259, "loss_box_reg": 0.01105312118306756, "loss_cls": 0.04618552653118968, "loss_rpn_cls": 0.0010047320052990472, "loss_rpn_loc": 0.0020488191075855866, "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": 0.5236395327374339, "total_loss": 0.06082037659848538}
{"data_time": 0.006299606058746576, "eta_seconds": 3524.9132770407014, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2998366013071896, "fast_rcnn/fg_cls_accuracy": 0.6872222222222222, "iteration": 5279, "loss_box_reg": 0.011610480840317905, "loss_cls": 0.047981120413169265, "loss_rpn_cls": 0.0008683485518261591, "loss_rpn_loc": 0.0015342816768679768, "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": 0.5218645008280873, "total_loss": 0.06357893716699436}
{"data_time": 0.006292641628533602, "eta_seconds": 3518.023498465307, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23306233062330622, "fast_rcnn/fg_cls_accuracy": 0.7669376693766938, "iteration": 5299, "loss_box_reg": 0.01087796047795564, "loss_cls": 0.046826515696011484, "loss_rpn_cls": 0.0010095356235524378, "loss_rpn_loc": 0.0024947352376329945, "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": 0.5321906418539584, "total_loss": 0.06193289848053496}
{"data_time": 0.00640447111800313, "eta_seconds": 3505.7888376982883, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2525740025740026, "fast_rcnn/fg_cls_accuracy": 0.7474259974259975, "iteration": 5319, "loss_box_reg": 0.011461612884886563, "loss_cls": 0.04679429729003459, "loss_rpn_cls": 0.0014703854518529624, "loss_rpn_loc": 0.0016834434081829386, "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": 0.5178236826322973, "total_loss": 0.0625456002134328}
{"data_time": 0.006140516605228186, "eta_seconds": 3495.294035010971, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.26985294117647063, "fast_rcnn/fg_cls_accuracy": 0.7301470588235295, "iteration": 5339, "loss_box_reg": 0.011009359353920445, "loss_cls": 0.044797265698434785, "loss_rpn_cls": 0.0008490595714079063, "loss_rpn_loc": 0.001643332238018047, "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": 0.5270917536690831, "total_loss": 0.058895868721577926}
{"data_time": 0.005255234427750111, "eta_seconds": 3482.6870287954807, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.25222222222222224, "fast_rcnn/fg_cls_accuracy": 0.7477777777777778, "iteration": 5359, "loss_box_reg": 0.010320335539290681, "loss_cls": 0.044925328460521996, "loss_rpn_cls": 0.0012434004210319927, "loss_rpn_loc": 0.0014617926517530577, "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": 0.5127359349280596, "total_loss": 0.05912037574108808}
{"data_time": 0.006088675931096077, "eta_seconds": 3476.354778565932, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.29758481886141464, "fast_rcnn/fg_cls_accuracy": 0.7024151811385855, "iteration": 5379, "loss_box_reg": 0.01070551565499045, "loss_cls": 0.045917660754639655, "loss_rpn_cls": 0.0010151277673742243, "loss_rpn_loc": 0.0014587222958653001, "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": 0.5349307092837989, "total_loss": 0.061620881132864014}
{"data_time": 0.0073505667969584465, "eta_seconds": 3465.5286818337627, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6417112299465241, "iteration": 5399, "loss_box_reg": 0.011060215096222237, "loss_cls": 0.04589249298442155, "loss_rpn_cls": 0.0007508923635839437, "loss_rpn_loc": 0.002073761152132647, "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": 0.5192928328178823, "total_loss": 0.061575225520527965}
{"data_time": 0.005794137716293335, "eta_seconds": 3453.3148242617026, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2428193499622071, "fast_rcnn/fg_cls_accuracy": 0.7571806500377929, "iteration": 5419, "loss_box_reg": 0.011308982328046113, "loss_cls": 0.04650920338463038, "loss_rpn_cls": 0.0009864951692080126, "loss_rpn_loc": 0.0015672145436838036, "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": 0.522567534353584, "total_loss": 0.06068605263570248}
{"data_time": 0.006702366750687361, "eta_seconds": 3445.334163980093, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2950310559006211, "fast_rcnn/fg_cls_accuracy": 0.7049689440993789, "iteration": 5439, "loss_box_reg": 0.010992970230290666, "loss_cls": 0.04749155626632273, "loss_rpn_cls": 0.0010491213020031864, "loss_rpn_loc": 0.0013711759456782602, "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": 0.5274231536313891, "total_loss": 0.06235821979592515}
{"data_time": 0.0065146200358867645, "eta_seconds": 3435.6934376815334, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.33366454689984104, "fast_rcnn/fg_cls_accuracy": 0.666335453100159, "iteration": 5459, "loss_box_reg": 0.010925642389338464, "loss_cls": 0.044021950918249786, "loss_rpn_cls": 0.0011408698944705975, "loss_rpn_loc": 0.001571004509969498, "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": 0.5237850304692984, "total_loss": 0.05829978068516084}
{"data_time": 0.007291922811418772, "eta_seconds": 3425.644348121714, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32575757575757575, "fast_rcnn/fg_cls_accuracy": 0.6622807017543859, "iteration": 5479, "loss_box_reg": 0.011255752120632678, "loss_cls": 0.04747271502856165, "loss_rpn_cls": 0.0012647238297631702, "loss_rpn_loc": 0.001540941275379737, "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": 0.525001157540828, "total_loss": 0.062479537894432724}
{"data_time": 0.0059755356051027775, "eta_seconds": 3414.683234729804, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3324137931034483, "fast_rcnn/fg_cls_accuracy": 0.6675862068965517, "iteration": 5499, "loss_box_reg": 0.010806642938405275, "loss_cls": 0.04357365204486996, "loss_rpn_cls": 0.0011814685001496628, "loss_rpn_loc": 0.001352777202555444, "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": 0.5247134021483362, "total_loss": 0.05747150620530306}
{"data_time": 0.006456456147134304, "eta_seconds": 3405.1792569481768, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.28506944444444443, "fast_rcnn/fg_cls_accuracy": 0.7149305555555556, "iteration": 5519, "loss_box_reg": 0.010589290061034262, "loss_cls": 0.044908029783982784, "loss_rpn_cls": 0.0014342479786364493, "loss_rpn_loc": 0.0015464957723452244, "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": 0.5274031674489379, "total_loss": 0.05926317556702543}
{"data_time": 0.005974254570901394, "eta_seconds": 3393.673031778075, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.25677655677655675, "fast_rcnn/fg_cls_accuracy": 0.7155448717948718, "iteration": 5539, "loss_box_reg": 0.010595335625112057, "loss_cls": 0.04324319557053968, "loss_rpn_cls": 0.000969434921245238, "loss_rpn_loc": 0.0013789934455417097, "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": 0.5187752339988947, "total_loss": 0.056535574247703835}
{"data_time": 0.00616113655269146, "eta_seconds": 3381.9847688293085, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3763888888888889, "fast_rcnn/fg_cls_accuracy": 0.6166666666666667, "iteration": 5559, "loss_box_reg": 0.010502852412173524, "loss_cls": 0.04523094237083569, "loss_rpn_cls": 0.0007092438442271032, "loss_rpn_loc": 0.0015680610540584894, "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": 0.521906397305429, "total_loss": 0.05746398255064378}
{"data_time": 0.006255390588194132, "eta_seconds": 3370.101399915293, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2782051282051282, "fast_rcnn/fg_cls_accuracy": 0.7217948717948718, "iteration": 5579, "loss_box_reg": 0.010661809443263337, "loss_cls": 0.04516394610982388, "loss_rpn_cls": 0.0008077726567989885, "loss_rpn_loc": 0.0016492336326336954, "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": 0.5172756854444742, "total_loss": 0.05774737981880662}
{"data_time": 0.006032912060618401, "eta_seconds": 3361.7280388833024, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.15026132404181186, "fast_rcnn/fg_cls_accuracy": 0.8497386759581882, "iteration": 5599, "loss_box_reg": 0.0103954141959548, "loss_cls": 0.043980875867418945, "loss_rpn_cls": 0.0011158899875916006, "loss_rpn_loc": 0.001732965509290807, "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": 0.5300292032770813, "total_loss": 0.05797079419831164}
{"data_time": 0.006903389468789101, "eta_seconds": 3350.028559124563, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.26013513513513514, "fast_rcnn/fg_cls_accuracy": 0.7398648648648649, "iteration": 5619, "loss_box_reg": 0.010563629097305238, "loss_cls": 0.046771121909841895, "loss_rpn_cls": 0.0005702478821376644, "loss_rpn_loc": 0.0016258079613180598, "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": 0.5159913380630314, "total_loss": 0.059921440923933034}
{"data_time": 0.006187000777572393, "eta_seconds": 3339.9790583020076, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.35133239831697055, "fast_rcnn/fg_cls_accuracy": 0.6486676016830295, "iteration": 5639, "loss_box_reg": 0.011083780496846884, "loss_cls": 0.04463523701997474, "loss_rpn_cls": 0.001419522594915179, "loss_rpn_loc": 0.0015574808985547861, "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": 0.5248384498991072, "total_loss": 0.05977849545638492}
{"data_time": 0.0066217174753546715, "eta_seconds": 3330.21676215576, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2347560975609756, "fast_rcnn/fg_cls_accuracy": 0.7652439024390244, "iteration": 5659, "loss_box_reg": 0.010663838969776407, "loss_cls": 0.04391322651645169, "loss_rpn_cls": 0.001107938678615028, "loss_rpn_loc": 0.0016793641661934089, "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": 0.5274625979363918, "total_loss": 0.06004041484554534}
{"data_time": 0.006369067821651697, "eta_seconds": 3319.1731401127763, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23392612859097128, "fast_rcnn/fg_cls_accuracy": 0.7313513513513514, "iteration": 5679, "loss_box_reg": 0.010473130649188533, "loss_cls": 0.04702533833915368, "loss_rpn_cls": 0.0008689065792566453, "loss_rpn_loc": 0.001393186867062468, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5203940318897367, "total_loss": 0.0592982128390247}
{"data_time": 0.006664896383881569, "eta_seconds": 3309.2092443373986, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2278846153846154, "fast_rcnn/fg_cls_accuracy": 0.7641414141414141, "iteration": 5699, "loss_box_reg": 0.009931433422025293, "loss_cls": 0.04351366011542268, "loss_rpn_cls": 0.0012915302262399564, "loss_rpn_loc": 0.001564150777994655, "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": 0.5291275354102254, "total_loss": 0.056717021259231615}
{"data_time": 0.006812730338424444, "eta_seconds": 3296.6215375903994, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.29490022172949004, "fast_rcnn/fg_cls_accuracy": 0.70509977827051, "iteration": 5719, "loss_box_reg": 0.010294513369444758, "loss_cls": 0.04471254954114556, "loss_rpn_cls": 0.0011141815699602375, "loss_rpn_loc": 0.0013688842445844784, "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": 0.524292922578752, "total_loss": 0.05699999909597864}
{"data_time": 0.006386404391378164, "eta_seconds": 3288.201726519037, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3220046082949309, "fast_rcnn/fg_cls_accuracy": 0.6779953917050692, "iteration": 5739, "loss_box_reg": 0.01035179288010113, "loss_cls": 0.04471130110323429, "loss_rpn_cls": 0.0008678802409036734, "loss_rpn_loc": 0.0014937514206394553, "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": 0.5292491749860346, "total_loss": 0.05741475365348947}
{"data_time": 0.005522861145436764, "eta_seconds": 3276.5284810368903, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.21710526315789475, "fast_rcnn/fg_cls_accuracy": 0.7291666666666667, "iteration": 5759, "loss_box_reg": 0.010885504219913855, "loss_cls": 0.04627111443551257, "loss_rpn_cls": 0.0009376276142347706, "loss_rpn_loc": 0.00144774994259933, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.5264416462741792, "total_loss": 0.060679419144655355}
{"data_time": 0.007539115380495787, "eta_seconds": 3266.6628863536753, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.34890798424633007, "fast_rcnn/fg_cls_accuracy": 0.6510920157536699, "iteration": 5779, "loss_box_reg": 0.010507523023989052, "loss_cls": 0.04380823619430885, "loss_rpn_cls": 0.0012806356415495657, "loss_rpn_loc": 0.0014201579469954595, "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": 0.524827373214066, "total_loss": 0.05731147638653056}
{"data_time": 0.007696616463363171, "eta_seconds": 3256.6904497914948, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34959349593495936, "fast_rcnn/fg_cls_accuracy": 0.6322905620360552, "iteration": 5799, "loss_box_reg": 0.01075330754974857, "loss_cls": 0.04495287104509771, "loss_rpn_cls": 0.0005502156494401333, "loss_rpn_loc": 0.001507633234723471, "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": 0.5359671609476209, "total_loss": 0.05753988113769992}
{"data_time": 0.0068880836479365826, "eta_seconds": 3246.825743509922, "fast_rcnn/cls_accuracy": 0.9912109375, "fast_rcnn/false_negative": 0.11269841269841269, "fast_rcnn/fg_cls_accuracy": 0.8873015873015873, "iteration": 5819, "loss_box_reg": 0.010477821982931346, "loss_cls": 0.04445274535100907, "loss_rpn_cls": 0.0007932822330758427, "loss_rpn_loc": 0.0013082080986350775, "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": 0.5182917984202504, "total_loss": 0.0583492671772774}
{"data_time": 0.006410547997802496, "eta_seconds": 3237.638294775039, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1590909090909091, "fast_rcnn/fg_cls_accuracy": 0.8409090909090909, "iteration": 5839, "loss_box_reg": 0.010542921314481646, "loss_cls": 0.04359481198480353, "loss_rpn_cls": 0.0006077525621321911, "loss_rpn_loc": 0.0014831365915597416, "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": 0.5277539948001504, "total_loss": 0.056621212288632705}
{"data_time": 0.0063296048901975155, "eta_seconds": 3227.4233903638087, "fast_rcnn/cls_accuracy": 0.9658203125, "fast_rcnn/false_negative": 0.4301948051948052, "fast_rcnn/fg_cls_accuracy": 0.5698051948051948, "iteration": 5859, "loss_box_reg": 0.009920881479047239, "loss_cls": 0.04143583762925118, "loss_rpn_cls": 0.000836660389836652, "loss_rpn_loc": 0.0015880869468674064, "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": 0.5281730615533888, "total_loss": 0.055135075874090944}
{"data_time": 0.005911853164434433, "eta_seconds": 3216.79450481385, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25290360046457605, "fast_rcnn/fg_cls_accuracy": 0.747096399535424, "iteration": 5879, "loss_box_reg": 0.010641166561981663, "loss_cls": 0.048698611615691334, "loss_rpn_cls": 0.0010698768398924585, "loss_rpn_loc": 0.0017031795050570508, "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": 0.5255349292419851, "total_loss": 0.061841252697490745}
{"data_time": 0.0059547992423176765, "eta_seconds": 3206.8985545369796, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2512129380053908, "fast_rcnn/fg_cls_accuracy": 0.7464061096136568, "iteration": 5899, "loss_box_reg": 0.010489788488484919, "loss_cls": 0.043623710284009576, "loss_rpn_cls": 0.001150231597918605, "loss_rpn_loc": 0.0016358820957975695, "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": 0.5339806415140629, "total_loss": 0.05805137697819873}
{"data_time": 0.0066558485850691795, "eta_seconds": 3196.385856439825, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2737145390070922, "fast_rcnn/fg_cls_accuracy": 0.7105393369619001, "iteration": 5919, "loss_box_reg": 0.01023144501959905, "loss_cls": 0.04591985372826457, "loss_rpn_cls": 0.000678672904250277, "loss_rpn_loc": 0.0015800494147697464, "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": 0.5266638579778373, "total_loss": 0.05796950769824605}
{"data_time": 0.007539314683526754, "eta_seconds": 3186.122726680711, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3194444444444444, "fast_rcnn/fg_cls_accuracy": 0.6635220125786163, "iteration": 5939, "loss_box_reg": 0.010354839905630797, "loss_cls": 0.043906375707592815, "loss_rpn_cls": 0.000662715969610872, "loss_rpn_loc": 0.0013952533627161756, "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": 0.529994526412338, "total_loss": 0.05875415718037402}
{"data_time": 0.006743439473211765, "eta_seconds": 3175.782337642275, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.31, "fast_rcnn/fg_cls_accuracy": 0.69, "iteration": 5959, "loss_box_reg": 0.010420190868899226, "loss_cls": 0.04397553688613698, "loss_rpn_cls": 0.0009296445639392914, "loss_rpn_loc": 0.0016139974650286604, "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": 0.5269957780838013, "total_loss": 0.05921908566097045}
{"data_time": 0.007081600837409496, "eta_seconds": 3164.8477621483617, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3076923076923077, "fast_rcnn/fg_cls_accuracy": 0.6923076923076923, "iteration": 5979, "loss_box_reg": 0.010432944021886215, "loss_cls": 0.043994542967993766, "loss_rpn_cls": 0.0010693795519500782, "loss_rpn_loc": 0.0016476188102387823, "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": 0.5261123641394079, "total_loss": 0.05764048186640025}
{"data_time": 0.005838293116539717, "eta_seconds": 3153.84591525374, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.3811684628474192, "fast_rcnn/fg_cls_accuracy": 0.6188315371525808, "iteration": 5999, "loss_box_reg": 0.009437682252610102, "loss_cls": 0.04463465587468818, "loss_rpn_cls": 0.0013541643288590421, "loss_rpn_loc": 0.0014536884991684929, "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": 0.5224658870138228, "total_loss": 0.056572950889858475}
{"data_time": 0.0063214427791535854, "eta_seconds": 3143.8223659540527, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.34994172494172493, "fast_rcnn/fg_cls_accuracy": 0.6500582750582751, "iteration": 6019, "loss_box_reg": 0.010537946596741676, "loss_cls": 0.04595589655218646, "loss_rpn_cls": 0.0011198987949683215, "loss_rpn_loc": 0.001698984040558571, "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": 0.5252355993725359, "total_loss": 0.05943398673343836}
{"data_time": 0.006190483924001455, "eta_seconds": 3133.7259583985433, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3772036474164134, "fast_rcnn/fg_cls_accuracy": 0.6227963525835867, "iteration": 6039, "loss_box_reg": 0.00994024533429183, "loss_cls": 0.04340101045090705, "loss_rpn_cls": 0.0010983996697291332, "loss_rpn_loc": 0.0014331681832118193, "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": 0.5301993112079799, "total_loss": 0.057184760234349596}
{"data_time": 0.006030348129570484, "eta_seconds": 3122.7969697597437, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.38593380614657213, "fast_rcnn/fg_cls_accuracy": 0.614066193853428, "iteration": 6059, "loss_box_reg": 0.010401970066595823, "loss_cls": 0.04710947087733075, "loss_rpn_cls": 0.0011987002463911267, "loss_rpn_loc": 0.00167686260829214, "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": 0.521352426148951, "total_loss": 0.06057419655189733}
{"data_time": 0.00596624007448554, "eta_seconds": 3112.284271662589, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2421090387374462, "fast_rcnn/fg_cls_accuracy": 0.7578909612625538, "iteration": 6079, "loss_box_reg": 0.00984692937345244, "loss_cls": 0.04350069887004793, "loss_rpn_cls": 0.0010666105638890144, "loss_rpn_loc": 0.001688002523223986, "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": 0.5320366411469877, "total_loss": 0.055233329433690415}
{"data_time": 0.006771583575755358, "eta_seconds": 3102.014553727582, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.38315217391304346, "fast_rcnn/fg_cls_accuracy": 0.6168478260869565, "iteration": 6099, "loss_box_reg": 0.009912779234582558, "loss_cls": 0.04510950547410175, "loss_rpn_cls": 0.0010706531941764297, "loss_rpn_loc": 0.0017328489957435522, "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": 0.519899386446923, "total_loss": 0.05920200307224377}
{"data_time": 0.0068219811655581, "eta_seconds": 3091.669579154812, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3104133545310016, "fast_rcnn/fg_cls_accuracy": 0.6815400305966344, "iteration": 6119, "loss_box_reg": 0.010345339949708432, "loss_cls": 0.044800279138144106, "loss_rpn_cls": 0.0008224727566812362, "loss_rpn_loc": 0.0015247057654050877, "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": 0.5353423687629402, "total_loss": 0.058350260433826406}
{"data_time": 0.005880395881831646, "eta_seconds": 3080.268440143671, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.23494983277591974, "fast_rcnn/fg_cls_accuracy": 0.7650501672240804, "iteration": 6139, "loss_box_reg": 0.010334822232834995, "loss_cls": 0.045205594040453434, "loss_rpn_cls": 0.0006721523471355795, "loss_rpn_loc": 0.0018215831532870652, "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": 0.5234795487485826, "total_loss": 0.05850967703611332}
{"data_time": 0.006892976351082325, "eta_seconds": 3069.757372270804, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3572841133816744, "fast_rcnn/fg_cls_accuracy": 0.5927568366592757, "iteration": 6159, "loss_box_reg": 0.010657865204848349, "loss_cls": 0.0431608697399497, "loss_rpn_cls": 0.0008007989075906607, "loss_rpn_loc": 0.00159787952361512, "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": 0.5174700692296028, "total_loss": 0.05636875154232257}
{"data_time": 0.00596504844725132, "eta_seconds": 3060.7929890798405, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3153153153153153, "fast_rcnn/fg_cls_accuracy": 0.6846846846846847, "iteration": 6179, "loss_box_reg": 0.010456811520271003, "loss_cls": 0.046749255852773786, "loss_rpn_cls": 0.0007543199618567087, "loss_rpn_loc": 0.0015176253000390716, "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": 0.530740253161639, "total_loss": 0.059404456749831525}
{"data_time": 0.006540583912283182, "eta_seconds": 3049.713393871207, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4, "fast_rcnn/fg_cls_accuracy": 0.6, "iteration": 6199, "loss_box_reg": 0.01032929538632743, "loss_cls": 0.04544970777351409, "loss_rpn_cls": 0.0006084420392653556, "loss_rpn_loc": 0.0014345843865157804, "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": 0.516574190929532, "total_loss": 0.05792808549614392}
{"data_time": 0.005303083453327417, "eta_seconds": 3040.733704382088, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6602564102564102, "iteration": 6219, "loss_box_reg": 0.00981277707614936, "loss_cls": 0.04655492922756821, "loss_rpn_cls": 0.0011770408233644503, "loss_rpn_loc": 0.0016563592453167075, "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": 0.5273843263275921, "total_loss": 0.058538339094639014}
{"data_time": 0.006879610475152731, "eta_seconds": 3028.4199023935944, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.20032051282051283, "fast_rcnn/fg_cls_accuracy": 0.7996794871794872, "iteration": 6239, "loss_box_reg": 0.009524057153612375, "loss_cls": 0.04046700254548341, "loss_rpn_cls": 0.0009450045657217743, "loss_rpn_loc": 0.001389331511745695, "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": 0.5207116035744548, "total_loss": 0.05407894227164434}
{"data_time": 0.006793339271098375, "eta_seconds": 3017.202032906469, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.21337126600284495, "fast_rcnn/fg_cls_accuracy": 0.7818918918918919, "iteration": 6259, "loss_box_reg": 0.009761417662957683, "loss_cls": 0.04287425833172165, "loss_rpn_cls": 0.000903424965926547, "loss_rpn_loc": 0.0014411322481464595, "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": 0.5206166855059564, "total_loss": 0.05592015077925794}
{"data_time": 0.006899234838783741, "eta_seconds": 3006.9782959548756, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.35815602836879434, "fast_rcnn/fg_cls_accuracy": 0.5893997445721584, "iteration": 6279, "loss_box_reg": 0.009952922438969836, "loss_cls": 0.04617606184910983, "loss_rpn_cls": 0.000722352635648349, "loss_rpn_loc": 0.0015113821318664122, "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": 0.5158670269884169, "total_loss": 0.05842689598682682}
{"data_time": 0.006681282538920641, "eta_seconds": 2995.5587688130327, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3301282051282051, "fast_rcnn/fg_cls_accuracy": 0.6698717948717949, "iteration": 6299, "loss_box_reg": 0.009525072382530198, "loss_cls": 0.04497253749286756, "loss_rpn_cls": 0.0011564391054434964, "loss_rpn_loc": 0.0014535894060827559, "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": 0.5206331163644791, "total_loss": 0.05647538565622767}
{"data_time": 0.006654937751591206, "eta_seconds": 2985.377708557993, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21869565217391304, "fast_rcnn/fg_cls_accuracy": 0.7192682926829268, "iteration": 6319, "loss_box_reg": 0.010409064911073074, "loss_cls": 0.043877894058823586, "loss_rpn_cls": 0.000821588020045283, "loss_rpn_loc": 0.0013989914532430703, "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": 0.5253610573709011, "total_loss": 0.05766804756544275}
{"data_time": 0.007061440497636795, "eta_seconds": 2974.86766557768, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.27751196172248804, "fast_rcnn/fg_cls_accuracy": 0.722488038277512, "iteration": 6339, "loss_box_reg": 0.009902856720145792, "loss_cls": 0.04333873011637479, "loss_rpn_cls": 0.0012918855115202632, "loss_rpn_loc": 0.0013375694597925758, "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": 0.5273033739067614, "total_loss": 0.0559891166812605}
{"data_time": 0.006810858380049467, "eta_seconds": 2964.5381149575114, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2419984387197502, "fast_rcnn/fg_cls_accuracy": 0.7520491803278688, "iteration": 6359, "loss_box_reg": 0.01013788182171993, "loss_cls": 0.04450472549069673, "loss_rpn_cls": 0.0007014202464006303, "loss_rpn_loc": 0.0014177751290844753, "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": 0.5202465672045946, "total_loss": 0.057195708961785385}
{"data_time": 0.00603614654392004, "eta_seconds": 2951.846100992523, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.38421052631578945, "fast_rcnn/fg_cls_accuracy": 0.6142857142857143, "iteration": 6379, "loss_box_reg": 0.010299835063051432, "loss_cls": 0.04568446916528046, "loss_rpn_cls": 0.001293109317998642, "loss_rpn_loc": 0.001579663614393212, "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": 0.5256738318130374, "total_loss": 0.059333328882246406}
{"data_time": 0.005866464227437973, "eta_seconds": 2943.014324525837, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.19285714285714284, "fast_rcnn/fg_cls_accuracy": 0.7714285714285715, "iteration": 6399, "loss_box_reg": 0.009783820656593889, "loss_cls": 0.043901367898797616, "loss_rpn_cls": 0.001253879157133042, "loss_rpn_loc": 0.0013392770997597836, "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": 0.5297287972643971, "total_loss": 0.05672193968780448}
{"data_time": 0.006142917089164257, "eta_seconds": 2932.8274936564267, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.31993355481727576, "fast_rcnn/fg_cls_accuracy": 0.6800664451827243, "iteration": 6419, "loss_box_reg": 0.010336355335311964, "loss_cls": 0.04218963853782043, "loss_rpn_cls": 0.001051122238351354, "loss_rpn_loc": 0.0015845019588596188, "lr": 0.001, "roi_head/num_bg_samples": 493.0, "roi_head/num_fg_samples": 19.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5253580054268241, "total_loss": 0.05503301575721764}
{"data_time": 0.0061918324790894985, "eta_seconds": 2922.602422050666, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.33863275039745633, "fast_rcnn/fg_cls_accuracy": 0.6613672496025438, "iteration": 6439, "loss_box_reg": 0.009458813787205145, "loss_cls": 0.04525384056614712, "loss_rpn_cls": 0.001431951622635097, "loss_rpn_loc": 0.0014310049955383874, "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": 0.536935840267688, "total_loss": 0.058027561574590436}
{"data_time": 0.00627972511574626, "eta_seconds": 2911.9847004041076, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2053001277139208, "fast_rcnn/fg_cls_accuracy": 0.7946998722860792, "iteration": 6459, "loss_box_reg": 0.009645055572036654, "loss_cls": 0.04306511621689424, "loss_rpn_cls": 0.0008221899581712933, "loss_rpn_loc": 0.0013429421014734544, "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": 0.5232906001619995, "total_loss": 0.056384400114438904}
{"data_time": 0.00640385365113616, "eta_seconds": 2901.580286304932, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.36004273504273504, "fast_rcnn/fg_cls_accuracy": 0.6399572649572649, "iteration": 6479, "loss_box_reg": 0.009682845586212352, "loss_cls": 0.043180076288990676, "loss_rpn_cls": 0.0009710289080828716, "loss_rpn_loc": 0.0012988973539904691, "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": 0.5264352071098983, "total_loss": 0.055632835269889824}
{"data_time": 0.005560037214308977, "eta_seconds": 2891.901777747087, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2890316205533597, "fast_rcnn/fg_cls_accuracy": 0.7109683794466404, "iteration": 6499, "loss_box_reg": 0.009387468599015847, "loss_cls": 0.04372937366133556, "loss_rpn_cls": 0.00064605195731815, "loss_rpn_loc": 0.0014570707244274672, "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": 0.5291494037955999, "total_loss": 0.05695092772657517}
{"data_time": 0.005652721505612135, "eta_seconds": 2881.230599725619, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.28547008547008546, "fast_rcnn/fg_cls_accuracy": 0.7145299145299145, "iteration": 6519, "loss_box_reg": 0.009532925934763625, "loss_cls": 0.04419355926802382, "loss_rpn_cls": 0.0010348167322717927, "loss_rpn_loc": 0.0013999394577695057, "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": 0.527581640984863, "total_loss": 0.055518428339496495}
{"data_time": 0.006997787859290838, "eta_seconds": 2870.8735881252214, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32894056847545217, "fast_rcnn/fg_cls_accuracy": 0.6710594315245478, "iteration": 6539, "loss_box_reg": 0.009304037288529798, "loss_cls": 0.04433216102188453, "loss_rpn_cls": 0.0013085349121411127, "loss_rpn_loc": 0.0013209872031438863, "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": 0.5160619397647679, "total_loss": 0.055384345395793844}
{"data_time": 0.0068410346284508705, "eta_seconds": 2861.0458271671087, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.37725344644750797, "fast_rcnn/fg_cls_accuracy": 0.6135820181731229, "iteration": 6559, "loss_box_reg": 0.010216462265816517, "loss_cls": 0.04555651044938713, "loss_rpn_cls": 0.0007289746984611156, "loss_rpn_loc": 0.0015707862312410725, "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": 0.5300813992507756, "total_loss": 0.060159776992122715}
{"data_time": 0.006695995107293129, "eta_seconds": 2851.7769350744784, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3528708133971292, "fast_rcnn/fg_cls_accuracy": 0.6471291866028708, "iteration": 6579, "loss_box_reg": 0.009565851913066581, "loss_cls": 0.04268376974505372, "loss_rpn_cls": 0.0011419097118050558, "loss_rpn_loc": 0.0011279189202468842, "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": 0.5292274467647076, "total_loss": 0.054808318056302596}
{"data_time": 0.007063526194542646, "eta_seconds": 2841.717947686091, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.4048303622771708, "fast_rcnn/fg_cls_accuracy": 0.5951696377228293, "iteration": 6599, "loss_box_reg": 0.009859112527919933, "loss_cls": 0.0449417473282665, "loss_rpn_cls": 0.0009218395161241233, "loss_rpn_loc": 0.0013535712314478587, "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": 0.5306611508131027, "total_loss": 0.057950162071350064}
{"data_time": 0.006116792093962431, "eta_seconds": 2831.0269837849773, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.22115384615384615, "fast_rcnn/fg_cls_accuracy": 0.7650501672240804, "iteration": 6619, "loss_box_reg": 0.008976696117315441, "loss_cls": 0.04241629666648805, "loss_rpn_cls": 0.0013720040217695129, "loss_rpn_loc": 0.0014022715695318766, "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": 0.5187459359876812, "total_loss": 0.05465365510133324}
{"data_time": 0.0068672699853777885, "eta_seconds": 2820.6720824930817, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.2222222222222222, "fast_rcnn/fg_cls_accuracy": 0.7459677419354839, "iteration": 6639, "loss_box_reg": 0.009634281072067097, "loss_cls": 0.045571988564915955, "loss_rpn_cls": 0.0011529057794064101, "loss_rpn_loc": 0.0015805471593921538, "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": 0.5301824486814439, "total_loss": 0.05838005228702059}
{"data_time": 0.006995426025241613, "eta_seconds": 2808.962555948645, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.34234234234234234, "fast_rcnn/fg_cls_accuracy": 0.6576576576576576, "iteration": 6659, "loss_box_reg": 0.010013207356678322, "loss_cls": 0.04464013915276155, "loss_rpn_cls": 0.0011744080007360935, "loss_rpn_loc": 0.0013974809935461963, "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": 0.5122236949391663, "total_loss": 0.05650485541801231}
{"data_time": 0.006092071533203125, "eta_seconds": 2797.9461213666946, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.18154761904761904, "fast_rcnn/fg_cls_accuracy": 0.8184523809523809, "iteration": 6679, "loss_box_reg": 0.009799517749343067, "loss_cls": 0.04521721333730966, "loss_rpn_cls": 0.001132831987405325, "loss_rpn_loc": 0.001310895229835296, "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": 0.5136286825872958, "total_loss": 0.058534611142164295}
{"data_time": 0.006012387573719025, "eta_seconds": 2785.5477960887365, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.21921921921921922, "fast_rcnn/fg_cls_accuracy": 0.7638888888888888, "iteration": 6699, "loss_box_reg": 0.009773274039616808, "loss_cls": 0.0440350974095054, "loss_rpn_cls": 0.0006299958017166318, "loss_rpn_loc": 0.0013116375957906712, "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": 0.5235958257690072, "total_loss": 0.056555441206626256}
{"data_time": 0.006409585475921631, "eta_seconds": 2774.7491055973805, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3069073783359498, "fast_rcnn/fg_cls_accuracy": 0.6930926216640503, "iteration": 6719, "loss_box_reg": 0.009453641541767865, "loss_cls": 0.044846890261396766, "loss_rpn_cls": 0.000774473356841554, "loss_rpn_loc": 0.001702222758467542, "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": 0.5208187815733254, "total_loss": 0.056279615609582834}
{"data_time": 0.006317912135273218, "eta_seconds": 2761.8676239792258, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2938534278959811, "fast_rcnn/fg_cls_accuracy": 0.706146572104019, "iteration": 6739, "loss_box_reg": 0.009484353417064995, "loss_cls": 0.04477718792622909, "loss_rpn_cls": 0.0008472519142515011, "loss_rpn_loc": 0.0012890028701804113, "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": 0.5104133123531938, "total_loss": 0.058418427268843054}
{"data_time": 0.006139514967799187, "eta_seconds": 2751.7351560601965, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1994949494949495, "fast_rcnn/fg_cls_accuracy": 0.7823426573426573, "iteration": 6759, "loss_box_reg": 0.009459127846639603, "loss_cls": 0.04365503147710115, "loss_rpn_cls": 0.0010663106929058586, "loss_rpn_loc": 0.0016664239738020115, "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": 0.5348044810816646, "total_loss": 0.05663501606090904}
{"data_time": 0.006669500842690468, "eta_seconds": 2741.139016324654, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.26904761904761904, "fast_rcnn/fg_cls_accuracy": 0.7287878787878788, "iteration": 6779, "loss_box_reg": 0.009200219094054773, "loss_cls": 0.04416984907584265, "loss_rpn_cls": 0.0007706702642451546, "loss_rpn_loc": 0.00121457764544175, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5114043764770031, "total_loss": 0.05639309748414689}
{"data_time": 0.006317769642919302, "eta_seconds": 2729.003297633957, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.22603516732841747, "fast_rcnn/fg_cls_accuracy": 0.7652439024390244, "iteration": 6799, "loss_box_reg": 0.009689049009466544, "loss_cls": 0.04291967232711613, "loss_rpn_cls": 0.0008275994028679179, "loss_rpn_loc": 0.0015005103050498292, "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": 0.5238702013157308, "total_loss": 0.05468011921379912}
{"data_time": 0.00669964449480176, "eta_seconds": 2719.60133886477, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.2963085036255768, "fast_rcnn/fg_cls_accuracy": 0.7036914963744232, "iteration": 6819, "loss_box_reg": 0.010303813818609342, "loss_cls": 0.04398124344879761, "loss_rpn_cls": 0.0006096287749528528, "loss_rpn_loc": 0.0015137718710320769, "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": 0.524764034897089, "total_loss": 0.058147647982622175}
{"data_time": 0.006248193792998791, "eta_seconds": 2708.8453645445406, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.3693181818181818, "fast_rcnn/fg_cls_accuracy": 0.6066176470588236, "iteration": 6839, "loss_box_reg": 0.009369939885800704, "loss_cls": 0.04600396991008893, "loss_rpn_cls": 0.0011853577671274707, "loss_rpn_loc": 0.0012777501924574608, "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": 0.5264857183210552, "total_loss": 0.05744401419283918}
{"data_time": 0.007108356337994337, "eta_seconds": 2697.5208523622714, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.21921921921921922, "fast_rcnn/fg_cls_accuracy": 0.7437275985663083, "iteration": 6859, "loss_box_reg": 0.009226889407727867, "loss_cls": 0.044449839275330305, "loss_rpn_cls": 0.0007385762870626422, "loss_rpn_loc": 0.0013116274058120325, "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": 0.5259123281575739, "total_loss": 0.05584751417120515}
{"data_time": 0.00701913982629776, "eta_seconds": 2687.026703938376, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2113095238095238, "fast_rcnn/fg_cls_accuracy": 0.7564935064935066, "iteration": 6879, "loss_box_reg": 0.009244974964531139, "loss_cls": 0.04087959841126576, "loss_rpn_cls": 0.0006487304158895313, "loss_rpn_loc": 0.001559470114443684, "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": 0.5259099542163312, "total_loss": 0.05317883935504142}
{"data_time": 0.006558124907314777, "eta_seconds": 2674.5046461336315, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.35021888680425267, "fast_rcnn/fg_cls_accuracy": 0.6497811131957474, "iteration": 6899, "loss_box_reg": 0.009680649789515883, "loss_cls": 0.04381467343773693, "loss_rpn_cls": 0.000682318500821566, "loss_rpn_loc": 0.0012455376236175653, "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": 0.5182306976057589, "total_loss": 0.05600637578109513}
{"data_time": 0.007555481977760792, "eta_seconds": 2663.4841056503356, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3143939393939394, "fast_rcnn/fg_cls_accuracy": 0.6856060606060606, "iteration": 6919, "loss_box_reg": 0.009068667219253257, "loss_cls": 0.043096826382679865, "loss_rpn_cls": 0.0008141625386102191, "loss_rpn_loc": 0.0015021068102214485, "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": 0.5267861397005618, "total_loss": 0.05425569007415021}
{"data_time": 0.006813005544245243, "eta_seconds": 2652.759223953355, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.26785714285714285, "fast_rcnn/fg_cls_accuracy": 0.7321428571428572, "iteration": 6939, "loss_box_reg": 0.009621170989703387, "loss_cls": 0.04583124411874451, "loss_rpn_cls": 0.0006131372264235324, "loss_rpn_loc": 0.0015379475389636355, "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": 0.5340015548281372, "total_loss": 0.05834823551008128}
{"data_time": 0.007179538253694773, "eta_seconds": 2642.148375873454, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24319727891156462, "fast_rcnn/fg_cls_accuracy": 0.7568027210884354, "iteration": 6959, "loss_box_reg": 0.009370271931402385, "loss_cls": 0.04629569372627884, "loss_rpn_cls": 0.0006937765563748144, "loss_rpn_loc": 0.0013286166031321045, "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": 0.5233311168849468, "total_loss": 0.056789379863062095}
{"data_time": 0.006316441111266613, "eta_seconds": 2631.588634606451, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2196078431372549, "fast_rcnn/fg_cls_accuracy": 0.7426470588235294, "iteration": 6979, "loss_box_reg": 0.009470191143918782, "loss_cls": 0.040919378865510225, "loss_rpn_cls": 0.0005810442285110184, "loss_rpn_loc": 0.0012733269340969855, "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": 0.5224296762607992, "total_loss": 0.05334350121052012}
{"data_time": 0.0062517221085727215, "eta_seconds": 2620.840991172474, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.24662162162162163, "fast_rcnn/fg_cls_accuracy": 0.7533783783783784, "iteration": 6999, "loss_box_reg": 0.009212834003847092, "loss_cls": 0.04406174598261714, "loss_rpn_cls": 0.00049380877828753, "loss_rpn_loc": 0.0016828233674459625, "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": 0.5184513349086046, "total_loss": 0.05640659352536659}
{"data_time": 0.007219582796096802, "eta_seconds": 2609.2127000209875, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.32894736842105265, "fast_rcnn/fg_cls_accuracy": 0.6710526315789473, "iteration": 7019, "loss_box_reg": 0.009437116415938362, "loss_cls": 0.04408381681423634, "loss_rpn_cls": 0.0013121387385695016, "loss_rpn_loc": 0.0017611992807360366, "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": 0.514637075830251, "total_loss": 0.05715901535648982}
{"data_time": 0.006555522792041302, "eta_seconds": 2597.5217860806733, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.17559523809523808, "fast_rcnn/fg_cls_accuracy": 0.8244047619047619, "iteration": 7039, "loss_box_reg": 0.009416119137313217, "loss_cls": 0.04468302894383669, "loss_rpn_cls": 0.0009585937111751264, "loss_rpn_loc": 0.0013470173653331585, "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": 0.5206223288550973, "total_loss": 0.057054149521647446}
{"data_time": 0.0061493501998484135, "eta_seconds": 2588.259375788737, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2595526561043803, "fast_rcnn/fg_cls_accuracy": 0.7404473438956198, "iteration": 7059, "loss_box_reg": 0.009094757318962365, "loss_cls": 0.04441034997580573, "loss_rpn_cls": 0.0008992133020342408, "loss_rpn_loc": 0.00134315656760009, "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": 0.5334771787747741, "total_loss": 0.05637428044292392}
{"data_time": 0.006333169061690569, "eta_seconds": 2577.782713672612, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.17267080745341615, "fast_rcnn/fg_cls_accuracy": 0.8209382151029748, "iteration": 7079, "loss_box_reg": 0.009900991397444159, "loss_cls": 0.04377578760613687, "loss_rpn_cls": 0.0006622683180523836, "loss_rpn_loc": 0.0014915863048372557, "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": 0.5249578868970275, "total_loss": 0.05665912362985637}
{"data_time": 0.005816458724439144, "eta_seconds": 2568.4346526167355, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2915057915057915, "fast_rcnn/fg_cls_accuracy": 0.7084942084942085, "iteration": 7099, "loss_box_reg": 0.009066653292393312, "loss_cls": 0.044171693036332726, "loss_rpn_cls": 0.0007826498031917595, "loss_rpn_loc": 0.0013170985603210283, "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": 0.5296361371874809, "total_loss": 0.05713519399796496}
{"data_time": 0.007519453763961792, "eta_seconds": 2557.953384905588, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3001638001638002, "fast_rcnn/fg_cls_accuracy": 0.6998361998361999, "iteration": 7119, "loss_box_reg": 0.008967081434093416, "loss_cls": 0.0428890647017397, "loss_rpn_cls": 0.0009029184257656198, "loss_rpn_loc": 0.0015559294406557456, "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": 0.5255331019870937, "total_loss": 0.05607368797751633}
{"data_time": 0.005573336035013199, "eta_seconds": 2547.5177781204693, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.3333333333333333, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 7139, "loss_box_reg": 0.009231524978531525, "loss_cls": 0.045293041155673563, "loss_rpn_cls": 0.0007430148758658106, "loss_rpn_loc": 0.0014597927347494988, "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": 0.5233049970120192, "total_loss": 0.05712864913266458}
{"data_time": 0.006110226735472679, "eta_seconds": 2537.517236442305, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2746615087040619, "fast_rcnn/fg_cls_accuracy": 0.7172576832151301, "iteration": 7159, "loss_box_reg": 0.009246091794921085, "loss_cls": 0.044074950012145564, "loss_rpn_cls": 0.0009153677304993835, "loss_rpn_loc": 0.0015199922854662873, "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": 0.5304014561697841, "total_loss": 0.055140316602262374}
{"data_time": 0.0066692461259663105, "eta_seconds": 2526.5548669653945, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24747474747474746, "fast_rcnn/fg_cls_accuracy": 0.7525252525252526, "iteration": 7179, "loss_box_reg": 0.00959332671482116, "loss_cls": 0.045603158650919795, "loss_rpn_cls": 0.0007922874117411993, "loss_rpn_loc": 0.00126049332175171, "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": 0.5182322328910232, "total_loss": 0.057677487908676994}
{"data_time": 0.006534029264003038, "eta_seconds": 2517.2116851769388, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3193027210884354, "fast_rcnn/fg_cls_accuracy": 0.6806972789115646, "iteration": 7199, "loss_box_reg": 0.008891904406482354, "loss_cls": 0.043687724915798753, "loss_rpn_cls": 0.000700585835346601, "loss_rpn_loc": 0.0018204410880571231, "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": 0.5327995433472097, "total_loss": 0.05518691461020353}
{"data_time": 0.006558076478540897, "eta_seconds": 2506.402955390513, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2784237726098191, "fast_rcnn/fg_cls_accuracy": 0.7215762273901809, "iteration": 7219, "loss_box_reg": 0.009444531315239146, "loss_cls": 0.04475703919888474, "loss_rpn_cls": 0.0012254262815218908, "loss_rpn_loc": 0.0014248322968342109, "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": 0.5243335524573922, "total_loss": 0.05638289976364064}
{"data_time": 0.005477434489876032, "eta_seconds": 2496.5358824338764, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15, "fast_rcnn/fg_cls_accuracy": 0.8480769230769231, "iteration": 7239, "loss_box_reg": 0.008947455702582374, "loss_cls": 0.04335711893509142, "loss_rpn_cls": 0.0006216505348675128, "loss_rpn_loc": 0.0012750597488775384, "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": 0.5311633641831577, "total_loss": 0.05587610153514433}
{"data_time": 0.006500760093331337, "eta_seconds": 2487.1808524196967, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3562111801242236, "fast_rcnn/fg_cls_accuracy": 0.6437888198757764, "iteration": 7259, "loss_box_reg": 0.00931292021414265, "loss_cls": 0.044634346064412966, "loss_rpn_cls": 0.0009515587209705245, "loss_rpn_loc": 0.001677966836723499, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5219263872131705, "total_loss": 0.056001541242949315}
{"data_time": 0.006102517247200012, "eta_seconds": 2476.688631991856, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24384384384384383, "fast_rcnn/fg_cls_accuracy": 0.7561561561561562, "iteration": 7279, "loss_box_reg": 0.008829783764667809, "loss_cls": 0.043765977141447365, "loss_rpn_cls": 0.0012260320194741325, "loss_rpn_loc": 0.0013906520271120826, "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": 0.5177867589518428, "total_loss": 0.0560870803300304}
{"data_time": 0.006536723114550114, "eta_seconds": 2466.5279927481897, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.16120507399577166, "fast_rcnn/fg_cls_accuracy": 0.8387949260042283, "iteration": 7299, "loss_box_reg": 0.00899843467050232, "loss_cls": 0.04411173224798404, "loss_rpn_cls": 0.0007916333920547913, "loss_rpn_loc": 0.0013155140150047373, "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": 0.5360234244726598, "total_loss": 0.05591394311966269}
{"data_time": 0.006901965942233801, "eta_seconds": 2456.222712560557, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.25595238095238093, "fast_rcnn/fg_cls_accuracy": 0.7440476190476191, "iteration": 7319, "loss_box_reg": 0.008891132165445015, "loss_cls": 0.042864810791797936, "loss_rpn_cls": 0.000972676959349883, "loss_rpn_loc": 0.0012612432401510887, "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": 0.5293152183294296, "total_loss": 0.05415714700839658}
{"data_time": 0.006280324421823025, "eta_seconds": 2445.540730525274, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2642857142857143, "fast_rcnn/fg_cls_accuracy": 0.7357142857142858, "iteration": 7339, "loss_box_reg": 0.009621049015549943, "loss_cls": 0.04395272774854675, "loss_rpn_cls": 0.0005783977731397272, "loss_rpn_loc": 0.0013399632371147163, "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": 0.5229216385632753, "total_loss": 0.05624292938021824}
{"data_time": 0.00685746967792511, "eta_seconds": 2435.047099413816, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.3601953601953602, "fast_rcnn/fg_cls_accuracy": 0.6398046398046398, "iteration": 7359, "loss_box_reg": 0.009004612133139744, "loss_cls": 0.04352885903790593, "loss_rpn_cls": 0.0007237134055912975, "loss_rpn_loc": 0.0011726840639312286, "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": 0.5189986974000931, "total_loss": 0.05533241384657117}
{"data_time": 0.006261817179620266, "eta_seconds": 2424.4828498470597, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2883631713554987, "fast_rcnn/fg_cls_accuracy": 0.7116368286445013, "iteration": 7379, "loss_box_reg": 0.008992822520667687, "loss_cls": 0.043705135758500546, "loss_rpn_cls": 0.0006999167754244695, "loss_rpn_loc": 0.0013799303378618788, "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": 0.5227314201183617, "total_loss": 0.05592189668385572}
{"data_time": 0.00655696215108037, "eta_seconds": 2414.0598371909, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.31176470588235294, "fast_rcnn/fg_cls_accuracy": 0.6882352941176471, "iteration": 7399, "loss_box_reg": 0.009172136895358562, "loss_cls": 0.0448482112842612, "loss_rpn_cls": 0.0007737696496938895, "loss_rpn_loc": 0.0014070616489334498, "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": 0.5278608286753297, "total_loss": 0.05700610071204437}
{"data_time": 0.00645947502925992, "eta_seconds": 2402.148892549798, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.32971014492753625, "fast_rcnn/fg_cls_accuracy": 0.6666666666666666, "iteration": 7419, "loss_box_reg": 0.008932924887631088, "loss_cls": 0.04430085059721023, "loss_rpn_cls": 0.0011510901212226088, "loss_rpn_loc": 0.0013403175871644635, "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": 0.5189866092987359, "total_loss": 0.05592939317409673}
{"data_time": 0.006504374090582132, "eta_seconds": 2390.638985242229, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3798076923076923, "fast_rcnn/fg_cls_accuracy": 0.6201923076923077, "iteration": 7439, "loss_box_reg": 0.00911034710588865, "loss_cls": 0.04445543070323765, "loss_rpn_cls": 0.0012654649302312748, "loss_rpn_loc": 0.0011264404565736186, "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": 0.5121582578867674, "total_loss": 0.056065741282573356}
{"data_time": 0.0059852139092981815, "eta_seconds": 2380.2241081725806, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.29652255639097747, "fast_rcnn/fg_cls_accuracy": 0.7034774436090225, "iteration": 7459, "loss_box_reg": 0.008671476418385282, "loss_cls": 0.04318603622959927, "loss_rpn_cls": 0.0008562337555133581, "loss_rpn_loc": 0.0014422156018554233, "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": 0.5266705094836652, "total_loss": 0.05393903437834524}
{"data_time": 0.006176076829433441, "eta_seconds": 2369.673065617215, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.4230578921326076, "fast_rcnn/fg_cls_accuracy": 0.5769421078673924, "iteration": 7479, "loss_box_reg": 0.009191556309815496, "loss_cls": 0.0422867281595245, "loss_rpn_cls": 0.0009668560360296397, "loss_rpn_loc": 0.001302573678913177, "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": 0.525156163610518, "total_loss": 0.05345690938888481}
{"data_time": 0.005986697506159544, "eta_seconds": 2359.1172068649903, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.275, "fast_rcnn/fg_cls_accuracy": 0.6853535353535354, "iteration": 7499, "loss_box_reg": 0.00924145124736242, "loss_cls": 0.04118016065331176, "loss_rpn_cls": 0.0006164837487858676, "loss_rpn_loc": 0.0014896565589879174, "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": 0.5278633339330554, "total_loss": 0.052169009491308316}
{"data_time": 0.0050113447941839695, "eta_seconds": 2348.1059153676033, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.25150541951023686, "fast_rcnn/fg_cls_accuracy": 0.7484945804897631, "iteration": 7519, "loss_box_reg": 0.00924977651447989, "loss_cls": 0.04671866283752024, "loss_rpn_cls": 0.0007348833216482831, "loss_rpn_loc": 0.0014157755686028395, "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": 0.5184970144182444, "total_loss": 0.059324034831661265}
{"data_time": 0.0068906815722584724, "eta_seconds": 2337.80639035441, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.29785661492978566, "fast_rcnn/fg_cls_accuracy": 0.7021433850702143, "iteration": 7539, "loss_box_reg": 0.009091510641155764, "loss_cls": 0.041669625032227486, "loss_rpn_cls": 0.0005690517284335783, "loss_rpn_loc": 0.001281866727367742, "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": 0.5225973348133266, "total_loss": 0.05395158284528634}
{"data_time": 0.005627011880278587, "eta_seconds": 2326.954401323106, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3316135084427767, "fast_rcnn/fg_cls_accuracy": 0.6519230769230769, "iteration": 7559, "loss_box_reg": 0.00903073520748876, "loss_cls": 0.04422184941358864, "loss_rpn_cls": 0.0008680205873687896, "loss_rpn_loc": 0.001392090513036237, "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": 0.5158890718594193, "total_loss": 0.05580322096261625}
{"data_time": 0.006221963092684746, "eta_seconds": 2315.1668139752, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.1850303951367781, "fast_rcnn/fg_cls_accuracy": 0.8149696048632218, "iteration": 7579, "loss_box_reg": 0.009170660836389288, "loss_cls": 0.04445118282455951, "loss_rpn_cls": 0.0007610372812223432, "loss_rpn_loc": 0.0012765992933054804, "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": 0.5228192964568734, "total_loss": 0.0543782147733225}
{"data_time": 0.006550376303493977, "eta_seconds": 2304.2323127277195, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.21888297872340426, "fast_rcnn/fg_cls_accuracy": 0.7811170212765958, "iteration": 7599, "loss_box_reg": 0.009262837353162467, "loss_cls": 0.04257988094468601, "loss_rpn_cls": 0.0007445778646797407, "loss_rpn_loc": 0.0012505707745731343, "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": 0.5218270909972489, "total_loss": 0.05371010836279311}
{"data_time": 0.0064751021564006805, "eta_seconds": 2293.8265095893294, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.26480836236933797, "fast_rcnn/fg_cls_accuracy": 0.735191637630662, "iteration": 7619, "loss_box_reg": 0.009077151218662038, "loss_cls": 0.04446914285654202, "loss_rpn_cls": 0.0007002129480611075, "loss_rpn_loc": 0.0012275055560166948, "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": 0.5249568643048406, "total_loss": 0.05437234026351234}
{"data_time": 0.008348974864929914, "eta_seconds": 2283.3378905998543, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2743055555555556, "fast_rcnn/fg_cls_accuracy": 0.7256944444444444, "iteration": 7639, "loss_box_reg": 0.008368617709493265, "loss_cls": 0.041580422926926985, "loss_rpn_cls": 0.0011615471360997276, "loss_rpn_loc": 0.001295978006965015, "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": 0.5173414461314678, "total_loss": 0.05130742706606384}
{"data_time": 0.0072805387899279594, "eta_seconds": 2272.8662653276697, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.3088235294117647, "fast_rcnn/fg_cls_accuracy": 0.6338742393509128, "iteration": 7659, "loss_box_reg": 0.008755432645557448, "loss_cls": 0.04397789004724473, "loss_rpn_cls": 0.0008080544935182843, "loss_rpn_loc": 0.0014216233321349137, "lr": 0.001, "roi_head/num_bg_samples": 490.0, "roi_head/num_fg_samples": 22.0, "rpn/num_neg_anchors": 252.75, "rpn/num_pos_anchors": 3.25, "time": 0.518850963562727, "total_loss": 0.05679392541337336}
{"data_time": 0.005795319564640522, "eta_seconds": 2263.3464242643677, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2947860962566845, "fast_rcnn/fg_cls_accuracy": 0.7052139037433156, "iteration": 7679, "loss_box_reg": 0.008852116807247512, "loss_cls": 0.04221300146309659, "loss_rpn_cls": 0.0005743292049373849, "loss_rpn_loc": 0.0011728587505785981, "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": 0.5275798155926168, "total_loss": 0.05323588618358599}
{"data_time": 0.006676741875708103, "eta_seconds": 2252.8703936035745, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.41798941798941797, "fast_rcnn/fg_cls_accuracy": 0.5641534391534391, "iteration": 7699, "loss_box_reg": 0.008807811042061076, "loss_cls": 0.04389405166148208, "loss_rpn_cls": 0.0008022877174198584, "loss_rpn_loc": 0.0011560286347958026, "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": 0.5232061394490302, "total_loss": 0.054713202314133014}
{"data_time": 0.005838677752763033, "eta_seconds": 2242.3943629427813, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.21571906354515052, "fast_rcnn/fg_cls_accuracy": 0.7842809364548495, "iteration": 7719, "loss_box_reg": 0.009205741138430312, "loss_cls": 0.04480106744449586, "loss_rpn_cls": 0.0008732352061429083, "loss_rpn_loc": 0.001545544788314146, "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": 0.5160879059694707, "total_loss": 0.05684171369370006}
{"data_time": 0.0057070134207606316, "eta_seconds": 2233.0952820242383, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2915360501567398, "fast_rcnn/fg_cls_accuracy": 0.6826654240447344, "iteration": 7739, "loss_box_reg": 0.008787745202425867, "loss_cls": 0.043398649781011045, "loss_rpn_cls": 0.0007765870650580098, "loss_rpn_loc": 0.0014426140078285243, "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": 0.525879099033773, "total_loss": 0.054472223006087006}
{"data_time": 0.006487049162387848, "eta_seconds": 2222.441889727954, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19803921568627453, "fast_rcnn/fg_cls_accuracy": 0.791304347826087, "iteration": 7759, "loss_box_reg": 0.00913590911659412, "loss_cls": 0.042981194565072656, "loss_rpn_cls": 0.0007680136984618002, "loss_rpn_loc": 0.0016781972572061932, "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": 0.5226202793419361, "total_loss": 0.05552857153406876}
{"data_time": 0.006778744049370289, "eta_seconds": 2211.6384342117235, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.2935064935064935, "fast_rcnn/fg_cls_accuracy": 0.7064935064935065, "iteration": 7779, "loss_box_reg": 0.00844382040668279, "loss_cls": 0.04433021100703627, "loss_rpn_cls": 0.0008799639154375427, "loss_rpn_loc": 0.001258252477782662, "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": 0.5223712585866451, "total_loss": 0.055503989274370724}
{"data_time": 0.006631666794419289, "eta_seconds": 2201.1592186978087, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2992537313432836, "fast_rcnn/fg_cls_accuracy": 0.7007462686567164, "iteration": 7799, "loss_box_reg": 0.008714419149328023, "loss_cls": 0.04193653876427561, "loss_rpn_cls": 0.0008097571284793048, "loss_rpn_loc": 0.0013014324267714983, "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": 0.5259613068774343, "total_loss": 0.052447729596877934}
{"data_time": 0.006332291755825281, "eta_seconds": 2190.680003183894, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.75, "iteration": 7819, "loss_box_reg": 0.008589001809014007, "loss_cls": 0.04201907373499125, "loss_rpn_cls": 0.0010859694493206007, "loss_rpn_loc": 0.0011957727037952282, "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": 0.5248930184170604, "total_loss": 0.052673347135680615}
{"data_time": 0.0063194395042955875, "eta_seconds": 2180.518911378924, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.271889400921659, "fast_rcnn/fg_cls_accuracy": 0.7094155844155845, "iteration": 7839, "loss_box_reg": 0.008796307462034747, "loss_cls": 0.042169686406850815, "loss_rpn_cls": 0.0005740317237155068, "loss_rpn_loc": 0.0011997642177448142, "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": 0.5279641062952578, "total_loss": 0.0534856611466239}
{"data_time": 0.006189820822328329, "eta_seconds": 2169.721572156064, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2928571428571428, "fast_rcnn/fg_cls_accuracy": 0.7071428571428571, "iteration": 7859, "loss_box_reg": 0.008584349852753803, "loss_cls": 0.04101267398800701, "loss_rpn_cls": 0.0009629744159553866, "loss_rpn_loc": 0.0016834824109537294, "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": 0.5224622208625078, "total_loss": 0.05161942408244613}
{"data_time": 0.007018737029284239, "eta_seconds": 2159.557422204409, "fast_rcnn/cls_accuracy": 0.98681640625, "fast_rcnn/false_negative": 0.13664596273291924, "fast_rcnn/fg_cls_accuracy": 0.8633540372670807, "iteration": 7879, "loss_box_reg": 0.008848858327837661, "loss_cls": 0.04367448019911535, "loss_rpn_cls": 0.0006548786237914328, "loss_rpn_loc": 0.0016325396736647235, "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": 0.5303053930401802, "total_loss": 0.054478093364650704}
{"data_time": 0.006792419124394655, "eta_seconds": 2149.304332114756, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.32125307125307123, "fast_rcnn/fg_cls_accuracy": 0.6787469287469288, "iteration": 7899, "loss_box_reg": 0.008614855469204485, "loss_cls": 0.041076392109971493, "loss_rpn_cls": 0.0005822976469858077, "loss_rpn_loc": 0.0013778420325252227, "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": 0.5254354407079518, "total_loss": 0.05157684800946072}
{"data_time": 0.006701798643916845, "eta_seconds": 2138.822477288544, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.39454545454545453, "fast_rcnn/fg_cls_accuracy": 0.6054545454545455, "iteration": 7919, "loss_box_reg": 0.008799078816082329, "loss_cls": 0.04335762240225449, "loss_rpn_cls": 0.0010209197435671058, "loss_rpn_loc": 0.0013896305499656592, "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": 0.5269477153196931, "total_loss": 0.05454799796684995}
{"data_time": 0.0070433891378343105, "eta_seconds": 2128.3406224623322, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.3131109833237493, "fast_rcnn/fg_cls_accuracy": 0.6868890166762507, "iteration": 7939, "loss_box_reg": 0.008911354700103402, "loss_cls": 0.04267908091424033, "loss_rpn_cls": 0.0005550568296825986, "loss_rpn_loc": 0.0013537143313442357, "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": 0.5277909468859434, "total_loss": 0.053355673805143056}
{"data_time": 0.006684198975563049, "eta_seconds": 2118.142616411671, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2597840755735492, "fast_rcnn/fg_cls_accuracy": 0.7062588904694167, "iteration": 7959, "loss_box_reg": 0.009106271842028946, "loss_cls": 0.04416857394971885, "loss_rpn_cls": 0.0009849180111416445, "loss_rpn_loc": 0.0013836320431437343, "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": 0.525962102226913, "total_loss": 0.055966959578967135}
{"data_time": 0.0059205833822488785, "eta_seconds": 2108.702971002087, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.29910714285714285, "fast_rcnn/fg_cls_accuracy": 0.7008928571428572, "iteration": 7979, "loss_box_reg": 0.00936242809984833, "loss_cls": 0.04399981471942738, "loss_rpn_cls": 0.0005841710586764748, "loss_rpn_loc": 0.0014369090431500808, "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": 0.5306453723460436, "total_loss": 0.05601643269176293}
{"data_time": 0.005966284777969122, "eta_seconds": 2099.189760276582, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.33854166666666663, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 7999, "loss_box_reg": 0.008545959746697918, "loss_cls": 0.04175625104107894, "loss_rpn_cls": 0.000977035425506756, "loss_rpn_loc": 0.001469322061893763, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5357956141233444, "total_loss": 0.05289042246646147}
{"data_time": 0.006440129596740007, "eta_seconds": 2089.1614024629816, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.25245098039215685, "fast_rcnn/fg_cls_accuracy": 0.7475490196078431, "iteration": 8019, "loss_box_reg": 0.009075193578610197, "loss_cls": 0.043903914163820446, "loss_rpn_cls": 0.0008187451148131686, "loss_rpn_loc": 0.0013072892470518127, "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": 0.5270776194520295, "total_loss": 0.05457287555876178}
{"data_time": 0.006394457537680864, "eta_seconds": 2079.277224513702, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3223443223443223, "fast_rcnn/fg_cls_accuracy": 0.6776556776556777, "iteration": 8039, "loss_box_reg": 0.009080330928554758, "loss_cls": 0.0446291352272965, "loss_rpn_cls": 0.0008702126738171501, "loss_rpn_loc": 0.0017180472241307143, "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": 0.5301308329217136, "total_loss": 0.05854720522245316}
{"data_time": 0.006142897065728903, "eta_seconds": 2068.170079655014, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.27294197031039136, "fast_rcnn/fg_cls_accuracy": 0.7270580296896086, "iteration": 8059, "loss_box_reg": 0.008707654749741778, "loss_cls": 0.04260251182131469, "loss_rpn_cls": 0.0010519403404032346, "loss_rpn_loc": 0.0013306324271979975, "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": 0.5269589815288782, "total_loss": 0.05363809564306621}
{"data_time": 0.006059723906219006, "eta_seconds": 2057.6053953445517, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.360275369709332, "fast_rcnn/fg_cls_accuracy": 0.6397246302906681, "iteration": 8079, "loss_box_reg": 0.008769015461439267, "loss_cls": 0.04210292486823164, "loss_rpn_cls": 0.0005452924157793859, "loss_rpn_loc": 0.00145979077933589, "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": 0.5186743070371449, "total_loss": 0.05442712135827321}
{"data_time": 0.0063721127808094025, "eta_seconds": 2047.1100860084407, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3007518796992481, "fast_rcnn/fg_cls_accuracy": 0.6992481203007519, "iteration": 8099, "loss_box_reg": 0.008830818725982681, "loss_cls": 0.04237845732131973, "loss_rpn_cls": 0.000563056861608402, "loss_rpn_loc": 0.0013144443655619398, "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": 0.5350473374128342, "total_loss": 0.05307131966303302}
{"data_time": 0.006292074918746948, "eta_seconds": 2036.6147766723298, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.25883838383838387, "fast_rcnn/fg_cls_accuracy": 0.7411616161616161, "iteration": 8119, "loss_box_reg": 0.008731930778594688, "loss_cls": 0.04277042124886066, "loss_rpn_cls": 0.0009459870947239324, "loss_rpn_loc": 0.00129508199825068, "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": 0.5264821830205619, "total_loss": 0.05287920414322045}
{"data_time": 0.007007521111518145, "eta_seconds": 2026.783479890786, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2488716956802063, "fast_rcnn/fg_cls_accuracy": 0.7276035834266517, "iteration": 8139, "loss_box_reg": 0.008912147022783756, "loss_cls": 0.04401386823155917, "loss_rpn_cls": 0.0006250217598307017, "loss_rpn_loc": 0.0013262419233797118, "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": 0.5266077676787972, "total_loss": 0.054596423187717846}
{"data_time": 0.006078607402741909, "eta_seconds": 2015.6241580001079, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2601503759398496, "fast_rcnn/fg_cls_accuracy": 0.7398496240601504, "iteration": 8159, "loss_box_reg": 0.008709986374014989, "loss_cls": 0.042060930747538805, "loss_rpn_cls": 0.0005953533155320656, "loss_rpn_loc": 0.0011482886748126475, "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": 0.5247902912087739, "total_loss": 0.05490086901812674}
{"data_time": 0.0074216932989656925, "eta_seconds": 2005.128848663997, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3236486486486486, "fast_rcnn/fg_cls_accuracy": 0.6734848484848486, "iteration": 8179, "loss_box_reg": 0.008755739312618971, "loss_cls": 0.043614556605461985, "loss_rpn_cls": 0.001083818698013772, "loss_rpn_loc": 0.0014073550955799874, "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": 0.5214277971535921, "total_loss": 0.05423340282010258}
{"data_time": 0.006633733864873648, "eta_seconds": 1993.2261267215945, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.32466216216216215, "fast_rcnn/fg_cls_accuracy": 0.6667682926829268, "iteration": 8199, "loss_box_reg": 0.008693105657584965, "loss_cls": 0.04233917241799645, "loss_rpn_cls": 0.0008504711522618891, "loss_rpn_loc": 0.0010543056578171672, "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": 0.5191823286004364, "total_loss": 0.05348329468336033}
{"data_time": 0.0067925951443612576, "eta_seconds": 1982.1954625709914, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.24851190476190477, "fast_rcnn/fg_cls_accuracy": 0.7506868131868132, "iteration": 8219, "loss_box_reg": 0.009112939835176803, "loss_cls": 0.045340411947108805, "loss_rpn_cls": 0.0009529253031814733, "loss_rpn_loc": 0.0011410841034376062, "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": 0.5155380368232727, "total_loss": 0.05619183941365691}
{"data_time": 0.00694291852414608, "eta_seconds": 1971.056408282835, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2111111111111111, "fast_rcnn/fg_cls_accuracy": 0.788888888888889, "iteration": 8239, "loss_box_reg": 0.00888378088711761, "loss_cls": 0.04353207570966333, "loss_rpn_cls": 0.0011883467632038958, "loss_rpn_loc": 0.0011432608935137978, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.513235580176115, "total_loss": 0.054630633088393665}
{"data_time": 0.006907600909471512, "eta_seconds": 1960.574853333179, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.4782608695652174, "fast_rcnn/fg_cls_accuracy": 0.5217391304347826, "iteration": 8259, "loss_box_reg": 0.008670874842209741, "loss_cls": 0.04228940512984991, "loss_rpn_cls": 0.000752857750825342, "loss_rpn_loc": 0.0012797552608390106, "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": 0.5281608062796295, "total_loss": 0.05371643407988813}
{"data_time": 0.005903901066631079, "eta_seconds": 1950.1490904167295, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28500000000000003, "fast_rcnn/fg_cls_accuracy": 0.7150000000000001, "iteration": 8279, "loss_box_reg": 0.008498485811287537, "loss_cls": 0.041597052331781015, "loss_rpn_cls": 0.0005172093979268766, "loss_rpn_loc": 0.0010893469843722414, "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": 0.5219458201900125, "total_loss": 0.05111530904906658}
{"data_time": 0.0068452623672783375, "eta_seconds": 1939.6117434338666, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2738603988603988, "fast_rcnn/fg_cls_accuracy": 0.7106079404466501, "iteration": 8299, "loss_box_reg": 0.00843160750810057, "loss_cls": 0.04122243312303908, "loss_rpn_cls": 0.0006712744793730963, "loss_rpn_loc": 0.001205899203341687, "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": 0.523201989941299, "total_loss": 0.051666890639808116}
{"data_time": 0.007126585580408573, "eta_seconds": 1928.835166300647, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.19264069264069264, "fast_rcnn/fg_cls_accuracy": 0.7998405103668261, "iteration": 8319, "loss_box_reg": 0.008372438751393929, "loss_cls": 0.04374550131615251, "loss_rpn_cls": 0.0009309961089769558, "loss_rpn_loc": 0.001215050366226933, "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": 0.5238837511278689, "total_loss": 0.054095722115846456}
{"data_time": 0.005752979777753353, "eta_seconds": 1918.718248469755, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2456896551724138, "fast_rcnn/fg_cls_accuracy": 0.7543103448275862, "iteration": 8339, "loss_box_reg": 0.00845413765637204, "loss_cls": 0.04324334266129881, "loss_rpn_cls": 0.0007249188082099067, "loss_rpn_loc": 0.0014736732591700274, "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": 0.5385260400362313, "total_loss": 0.054678634113770386}
{"data_time": 0.005466909613460302, "eta_seconds": 1909.3228959203698, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.18833185448092282, "fast_rcnn/fg_cls_accuracy": 0.8116681455190772, "iteration": 8359, "loss_box_reg": 0.008202177967177704, "loss_cls": 0.04491689073620364, "loss_rpn_cls": 0.0008944840878442051, "loss_rpn_loc": 0.0011510977528814692, "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": 0.5278380070813, "total_loss": 0.05544085589235692}
{"data_time": 0.0071421959437429905, "eta_seconds": 1899.6885833493434, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.278804347826087, "fast_rcnn/fg_cls_accuracy": 0.721195652173913, "iteration": 8379, "loss_box_reg": 0.00844629664788954, "loss_cls": 0.04209365742281079, "loss_rpn_cls": 0.0008589277190331757, "loss_rpn_loc": 0.0011418512494856259, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5292584924027324, "total_loss": 0.05283933194175461}
{"data_time": 0.006146902684122324, "eta_seconds": 1888.826139730867, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.22250639386189258, "fast_rcnn/fg_cls_accuracy": 0.7774936061381075, "iteration": 8399, "loss_box_reg": 0.00906781095545739, "loss_cls": 0.043537969497265294, "loss_rpn_cls": 0.0006882223539435017, "loss_rpn_loc": 0.0012186428502900526, "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": 0.5302964416332543, "total_loss": 0.05496922152239847}
{"data_time": 0.006323209032416344, "eta_seconds": 1879.289784335997, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2998251748251748, "fast_rcnn/fg_cls_accuracy": 0.7001748251748252, "iteration": 8419, "loss_box_reg": 0.00861059344606474, "loss_cls": 0.04376588427112438, "loss_rpn_cls": 0.0008842454301429825, "loss_rpn_loc": 0.0014299062822829, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5390085875988007, "total_loss": 0.05484138028938901}
{"data_time": 0.006303119473159313, "eta_seconds": 1868.793890539091, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3185990338164251, "fast_rcnn/fg_cls_accuracy": 0.6814009661835749, "iteration": 8439, "loss_box_reg": 0.008588298078393564, "loss_cls": 0.04232792230322957, "loss_rpn_cls": 0.0010320638409098137, "loss_rpn_loc": 0.0013977845210320083, "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": 0.5106567470356822, "total_loss": 0.05337149672361363}
{"data_time": 0.006652793847024441, "eta_seconds": 1858.2979967421852, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.30952380952380953, "fast_rcnn/fg_cls_accuracy": 0.6904761904761905, "iteration": 8459, "loss_box_reg": 0.008407490953686647, "loss_cls": 0.04183727569761686, "loss_rpn_cls": 0.0009964513999420888, "loss_rpn_loc": 0.0013885531207051827, "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": 0.5257651573047042, "total_loss": 0.05412615570196522}
{"data_time": 0.0067841773852705956, "eta_seconds": 1847.6464940551668, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2792207792207792, "fast_rcnn/fg_cls_accuracy": 0.7113095238095238, "iteration": 8479, "loss_box_reg": 0.008628253388451412, "loss_cls": 0.04537181765772402, "loss_rpn_cls": 0.0006363678646721382, "loss_rpn_loc": 0.001440856458430062, "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": 0.5224089077673852, "total_loss": 0.0563271052577079}
{"data_time": 0.00614879559725523, "eta_seconds": 1836.9210326350294, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.23294573643410854, "fast_rcnn/fg_cls_accuracy": 0.7670542635658915, "iteration": 8499, "loss_box_reg": 0.008406795212067664, "loss_cls": 0.04511484503746033, "loss_rpn_cls": 0.0009799716362408617, "loss_rpn_loc": 0.0011431908842496341, "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": 0.5240138866938651, "total_loss": 0.05659322177893955}
{"data_time": 0.006825773511081934, "eta_seconds": 1826.6564742419869, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.28594771241830064, "fast_rcnn/fg_cls_accuracy": 0.7140522875816994, "iteration": 8519, "loss_box_reg": 0.008527050027623773, "loss_cls": 0.043488246272318065, "loss_rpn_cls": 0.000730971052746554, "loss_rpn_loc": 0.0012629705561266746, "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": 0.5253098048269749, "total_loss": 0.0542228054484184}
{"data_time": 0.006779581308364868, "eta_seconds": 1816.3144215545617, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3062015503875969, "fast_rcnn/fg_cls_accuracy": 0.693798449612403, "iteration": 8539, "loss_box_reg": 0.008197813149308786, "loss_cls": 0.04290369400405325, "loss_rpn_cls": 0.000497976236147224, "loss_rpn_loc": 0.0011282235027465504, "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": 0.5260645211674273, "total_loss": 0.0532458936714022}
{"data_time": 0.005986763630062342, "eta_seconds": 1805.8185277576558, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.2954407294832827, "fast_rcnn/fg_cls_accuracy": 0.6742021276595744, "iteration": 8559, "loss_box_reg": 0.008820798015221953, "loss_cls": 0.042304307396989316, "loss_rpn_cls": 0.0006738856135939386, "loss_rpn_loc": 0.0012622547164937714, "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": 0.5229340009391308, "total_loss": 0.05433770097437218}
{"data_time": 0.007658747024834156, "eta_seconds": 1796.493566348683, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3883037694013304, "fast_rcnn/fg_cls_accuracy": 0.6116962305986696, "iteration": 8579, "loss_box_reg": 0.008545909775421023, "loss_cls": 0.043478658015374094, "loss_rpn_cls": 0.0008999165189038649, "loss_rpn_loc": 0.0012555271514429478, "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": 0.5273680738173425, "total_loss": 0.05376614791222778}
{"data_time": 0.007282547652721405, "eta_seconds": 1785.9908269955777, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.7321428571428572, "iteration": 8599, "loss_box_reg": 0.008272530991234817, "loss_cls": 0.040552124875830486, "loss_rpn_cls": 0.0009714649006582476, "loss_rpn_loc": 0.0014513483583868947, "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": 0.5200233231298625, "total_loss": 0.05153798882111005}
{"data_time": 0.006578609813004732, "eta_seconds": 1774.8973992224783, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2714932126696833, "fast_rcnn/fg_cls_accuracy": 0.7285067873303167, "iteration": 8619, "loss_box_reg": 0.008609752054326236, "loss_cls": 0.04353278159396723, "loss_rpn_cls": 0.0006455715358697489, "loss_rpn_loc": 0.0013142144634912256, "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": 0.5223868764005601, "total_loss": 0.05350272860141558}
{"data_time": 0.005459453444927931, "eta_seconds": 1765.0458764866926, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.22740315638450503, "fast_rcnn/fg_cls_accuracy": 0.7611408199643493, "iteration": 8639, "loss_box_reg": 0.008585783274611458, "loss_cls": 0.044297647080384195, "loss_rpn_cls": 0.0010312657450839424, "loss_rpn_loc": 0.001186917021186673, "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": 0.528541442938149, "total_loss": 0.05615024274698044}
{"data_time": 0.006353160832077265, "eta_seconds": 1754.9075329201296, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.28919860627177696, "fast_rcnn/fg_cls_accuracy": 0.6929411764705883, "iteration": 8659, "loss_box_reg": 0.007993846869794652, "loss_cls": 0.040242904622573406, "loss_rpn_cls": 0.0011707490540118215, "loss_rpn_loc": 0.0014295307737484109, "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": 0.5234924941323698, "total_loss": 0.05172370005858795}
{"data_time": 0.007066417019814253, "eta_seconds": 1744.0396774210967, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2540106951871658, "fast_rcnn/fg_cls_accuracy": 0.681888544891641, "iteration": 8679, "loss_box_reg": 0.008558271831134334, "loss_cls": 0.04403705237200484, "loss_rpn_cls": 0.0009160802816836622, "loss_rpn_loc": 0.0015344515086326282, "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": 0.5262406854890287, "total_loss": 0.054571103516593666}
{"data_time": 0.005983156152069569, "eta_seconds": 1733.1870258422568, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3173940949935815, "fast_rcnn/fg_cls_accuracy": 0.6826059050064185, "iteration": 8699, "loss_box_reg": 0.008055951417190954, "loss_cls": 0.040577193576609716, "loss_rpn_cls": 0.0010036384223894856, "loss_rpn_loc": 0.0012990806535526644, "lr": 0.001, "roi_head/num_bg_samples": 490.5, "roi_head/num_fg_samples": 21.5, "rpn/num_neg_anchors": 251.25, "rpn/num_pos_anchors": 4.75, "time": 0.5137076126411557, "total_loss": 0.05164357558982147}
{"data_time": 0.007273479830473661, "eta_seconds": 1723.7166572734714, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.35454545454545455, "fast_rcnn/fg_cls_accuracy": 0.6454545454545455, "iteration": 8719, "loss_box_reg": 0.008444550330750644, "loss_cls": 0.04370947170536965, "loss_rpn_cls": 0.0010703504188995794, "loss_rpn_loc": 0.0013211270288593369, "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": 0.5350792552344501, "total_loss": 0.056152498865259304}
{"data_time": 0.00741160660982132, "eta_seconds": 1712.5850850767456, "fast_rcnn/cls_accuracy": 0.970703125, "fast_rcnn/false_negative": 0.34993997599039617, "fast_rcnn/fg_cls_accuracy": 0.6500600240096038, "iteration": 8739, "loss_box_reg": 0.008264066244009882, "loss_cls": 0.04408224250073545, "loss_rpn_cls": 0.0007006076581905774, "loss_rpn_loc": 0.0012320301957515767, "lr": 0.001, "roi_head/num_bg_samples": 489.0, "roi_head/num_fg_samples": 23.0, "rpn/num_neg_anchors": 252.5, "rpn/num_pos_anchors": 3.5, "time": 0.5190027845092118, "total_loss": 0.05550750360817602}
{"data_time": 0.00670925946906209, "eta_seconds": 1701.358952080831, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3264705882352941, "fast_rcnn/fg_cls_accuracy": 0.6417112299465241, "iteration": 8759, "loss_box_reg": 0.0081418352201581, "loss_cls": 0.041061659692786634, "loss_rpn_cls": 0.0008077907748997859, "loss_rpn_loc": 0.0012555138273455668, "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": 0.5157802095636725, "total_loss": 0.051937569907636316}
{"data_time": 0.006935258861631155, "eta_seconds": 1691.1830991329625, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.27083333333333337, "fast_rcnn/fg_cls_accuracy": 0.7291666666666666, "iteration": 8779, "loss_box_reg": 0.008563759853132069, "loss_cls": 0.04481817298801616, "loss_rpn_cls": 0.0010680639540083803, "loss_rpn_loc": 0.0010351455985073699, "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": 0.5167558565735817, "total_loss": 0.05727584312762701}
{"data_time": 0.005910506471991539, "eta_seconds": 1679.9963976661675, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28323826239578764, "fast_rcnn/fg_cls_accuracy": 0.7167617376042124, "iteration": 8799, "loss_box_reg": 0.008472912857541814, "loss_cls": 0.042189229716314, "loss_rpn_cls": 0.0008270078479597487, "loss_rpn_loc": 0.0011498418898554519, "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": 0.5181103209033608, "total_loss": 0.05365102972035629}
{"data_time": 0.0059701502323150635, "eta_seconds": 1670.571344872471, "fast_rcnn/cls_accuracy": 0.98583984375, "fast_rcnn/false_negative": 0.16666666666666669, "fast_rcnn/fg_cls_accuracy": 0.7767210144927537, "iteration": 8819, "loss_box_reg": 0.008627688948763534, "loss_cls": 0.043944878299953416, "loss_rpn_cls": 0.0007750626588398646, "loss_rpn_loc": 0.0012074513779225526, "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": 0.5333100603893399, "total_loss": 0.053893713421715006}
{"data_time": 0.006776867434382439, "eta_seconds": 1659.3630507644266, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.32147742818057456, "fast_rcnn/fg_cls_accuracy": 0.6785225718194254, "iteration": 8839, "loss_box_reg": 0.008048082701861858, "loss_cls": 0.04361017554765567, "loss_rpn_cls": 0.0012551838941590177, "loss_rpn_loc": 0.0011688996382872574, "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": 0.5168809513561428, "total_loss": 0.054113345972837124}
{"data_time": 0.006945687811821699, "eta_seconds": 1649.986104758922, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24722222222222223, "fast_rcnn/fg_cls_accuracy": 0.7527777777777778, "iteration": 8859, "loss_box_reg": 0.008850245736539364, "loss_cls": 0.04410770535469055, "loss_rpn_cls": 0.0011419349891639285, "loss_rpn_loc": 0.0010946632228296949, "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": 0.5321961967274547, "total_loss": 0.05484818143509074}
{"data_time": 0.006984078325331211, "eta_seconds": 1638.7147535942495, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24404761904761904, "fast_rcnn/fg_cls_accuracy": 0.7559523809523809, "iteration": 8879, "loss_box_reg": 0.008490894309943542, "loss_cls": 0.04130000091390684, "loss_rpn_cls": 0.0007979579011418991, "loss_rpn_loc": 0.0013575032589869807, "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": 0.5257765389978886, "total_loss": 0.052347828263719975}
{"data_time": 0.006956019438803196, "eta_seconds": 1627.8661247771233, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.2637065637065637, "fast_rcnn/fg_cls_accuracy": 0.7362934362934364, "iteration": 8899, "loss_box_reg": 0.008167325577232987, "loss_cls": 0.042370024777483195, "loss_rpn_cls": 0.0006485166132677023, "loss_rpn_loc": 0.0012040575074934168, "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": 0.5228971051983535, "total_loss": 0.053788265653849976}
{"data_time": 0.0068618073128163815, "eta_seconds": 1617.3671494480222, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.19722222222222224, "fast_rcnn/fg_cls_accuracy": 0.8027777777777778, "iteration": 8919, "loss_box_reg": 0.008680876169819385, "loss_cls": 0.044880207802634686, "loss_rpn_cls": 0.0010248760152791192, "loss_rpn_loc": 0.0011883537008543499, "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": 0.5252780602313578, "total_loss": 0.05530693388277541}
{"data_time": 0.006519603542983532, "eta_seconds": 1606.3965456164442, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.2, "fast_rcnn/fg_cls_accuracy": 0.8, "iteration": 8939, "loss_box_reg": 0.00829938764218241, "loss_cls": 0.043642288947012275, "loss_rpn_cls": 0.0006499237588855067, "loss_rpn_loc": 0.0012095360507373698, "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": 0.5224373880773783, "total_loss": 0.053963597750161796}
{"data_time": 0.006008898373693228, "eta_seconds": 1595.6440800940618, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.24671385237613752, "fast_rcnn/fg_cls_accuracy": 0.7532861476238625, "iteration": 8959, "loss_box_reg": 0.008354288031114265, "loss_cls": 0.041694229148561135, "loss_rpn_cls": 0.0006712060674374243, "loss_rpn_loc": 0.0012917578478663927, "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": 0.5220800237730145, "total_loss": 0.05207563235907742}
{"data_time": 0.0073494138196110725, "eta_seconds": 1584.9100276990794, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3153153153153153, "fast_rcnn/fg_cls_accuracy": 0.6846846846846847, "iteration": 8979, "loss_box_reg": 0.00857982289744541, "loss_cls": 0.04282150656217709, "loss_rpn_cls": 0.0007484999311628826, "loss_rpn_loc": 0.0016230688579526031, "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": 0.5315169105306268, "total_loss": 0.05311156545894846}
{"data_time": 0.005545895081013441, "eta_seconds": 1572.8939865669236, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2583333333333333, "fast_rcnn/fg_cls_accuracy": 0.7416666666666667, "iteration": 8999, "loss_box_reg": 0.008110360300634056, "loss_cls": 0.04183154532802291, "loss_rpn_cls": 0.0006946947646611079, "loss_rpn_loc": 0.001153426699602278, "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": 0.5240233265794814, "total_loss": 0.05369679726910448}
{"data_time": 0.006515547167509794, "eta_seconds": 1562.4115208117291, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24772727272727274, "fast_rcnn/fg_cls_accuracy": 0.7435770750988142, "iteration": 9019, "loss_box_reg": 0.008264016767498106, "loss_cls": 0.04273141417070292, "loss_rpn_cls": 0.0005298663081703125, "loss_rpn_loc": 0.0010761377216113033, "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": 0.5293526025488973, "total_loss": 0.05302664500464971}
{"data_time": 0.006758130621165037, "eta_seconds": 1552.690241227392, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.31836091410559497, "fast_rcnn/fg_cls_accuracy": 0.681639085894405, "iteration": 9039, "loss_box_reg": 0.008066998852882534, "loss_cls": 0.04231438710121438, "loss_rpn_cls": 0.00053779592346892, "loss_rpn_loc": 0.0012193396487418795, "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": 0.5295264949090779, "total_loss": 0.05231903833496254}
{"data_time": 0.007156237494200468, "eta_seconds": 1542.2026340593584, "fast_rcnn/cls_accuracy": 0.9697265625, "fast_rcnn/false_negative": 0.3069259962049336, "fast_rcnn/fg_cls_accuracy": 0.6930740037950665, "iteration": 9059, "loss_box_reg": 0.00777961069252342, "loss_cls": 0.04185024299658835, "loss_rpn_cls": 0.0009537805336776728, "loss_rpn_loc": 0.0012673433375312015, "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": 0.5280773150734603, "total_loss": 0.052377830757336596}
{"data_time": 0.006044077221304178, "eta_seconds": 1531.7150268913247, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.3146243291592129, "fast_rcnn/fg_cls_accuracy": 0.6853756708407872, "iteration": 9079, "loss_box_reg": 0.00818673535832204, "loss_cls": 0.04399737645871937, "loss_rpn_cls": 0.0007952411000076154, "loss_rpn_loc": 0.0010329046999686398, "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": 0.5279183303937316, "total_loss": 0.05515974352462649}
{"data_time": 0.0065000602044165134, "eta_seconds": 1520.2795656351373, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2875, "fast_rcnn/fg_cls_accuracy": 0.7124999999999999, "iteration": 9099, "loss_box_reg": 0.007989348203409463, "loss_cls": 0.041894726105965674, "loss_rpn_cls": 0.001177552639546775, "loss_rpn_loc": 0.0012380305415717885, "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": 0.5251091690734029, "total_loss": 0.05200410024133362}
{"data_time": 0.006513811647891998, "eta_seconds": 1509.5722212307155, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.31691919191919193, "fast_rcnn/fg_cls_accuracy": 0.6712962962962963, "iteration": 9119, "loss_box_reg": 0.008306555944727734, "loss_cls": 0.04381841843132861, "loss_rpn_cls": 0.0010933009230598145, "loss_rpn_loc": 0.0010888736160268309, "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": 0.5202912692911923, "total_loss": 0.054546186515267436}
{"data_time": 0.006956830155104399, "eta_seconds": 1499.3174206418917, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3997668997668998, "fast_rcnn/fg_cls_accuracy": 0.6002331002331003, "iteration": 9139, "loss_box_reg": 0.008261159557150677, "loss_cls": 0.04237400816055015, "loss_rpn_cls": 0.0008147944071197344, "loss_rpn_loc": 0.0012973073644388933, "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": 0.5273719779215753, "total_loss": 0.051911671406941196}
{"data_time": 0.006076168734580278, "eta_seconds": 1489.0342605253682, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2854251012145749, "fast_rcnn/fg_cls_accuracy": 0.714574898785425, "iteration": 9159, "loss_box_reg": 0.007767230563331395, "loss_cls": 0.04146169769228436, "loss_rpn_cls": 0.0008439655177880923, "loss_rpn_loc": 0.0011308489029033808, "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": 0.5267170881852508, "total_loss": 0.05231304966085304}
{"data_time": 0.006510315928608179, "eta_seconds": 1479.573187140748, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2222560975609756, "fast_rcnn/fg_cls_accuracy": 0.7777439024390245, "iteration": 9179, "loss_box_reg": 0.008158620606991462, "loss_cls": 0.043603499012533575, "loss_rpn_cls": 0.0006460975675679492, "loss_rpn_loc": 0.0017272841705562314, "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": 0.5270574362948537, "total_loss": 0.053726347960491694}
{"data_time": 0.0072277607396245, "eta_seconds": 1469.732980470173, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.38458049886621315, "fast_rcnn/fg_cls_accuracy": 0.5984126984126984, "iteration": 9199, "loss_box_reg": 0.008252848871052265, "loss_cls": 0.04195742841693573, "loss_rpn_cls": 0.0007345948373256306, "loss_rpn_loc": 0.0010640245382091962, "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": 0.5244628358632326, "total_loss": 0.053251411040179164}
{"data_time": 0.00613982742652297, "eta_seconds": 1459.3851395398378, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.2490967482938579, "fast_rcnn/fg_cls_accuracy": 0.750903251706142, "iteration": 9219, "loss_box_reg": 0.00788946176180616, "loss_cls": 0.042915147700114176, "loss_rpn_cls": 0.0006508307599233376, "loss_rpn_loc": 0.0013183718365326058, "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": 0.5248541869223118, "total_loss": 0.05459279456047739}
{"data_time": 0.006159309297800064, "eta_seconds": 1448.9069398832507, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.24489123269611074, "fast_rcnn/fg_cls_accuracy": 0.7551087673038892, "iteration": 9239, "loss_box_reg": 0.007983675401192158, "loss_cls": 0.042157633462920785, "loss_rpn_cls": 0.0007648402933000398, "loss_rpn_loc": 0.0011479490913188783, "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": 0.5259672049432993, "total_loss": 0.052276161148427036}
{"data_time": 0.005065977573394775, "eta_seconds": 1438.4114169576205, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.28703703703703703, "fast_rcnn/fg_cls_accuracy": 0.712962962962963, "iteration": 9259, "loss_box_reg": 0.007813405012711883, "loss_cls": 0.04018580258707516, "loss_rpn_cls": 0.001038923716350837, "loss_rpn_loc": 0.0010511783038964495, "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": 0.5237478702329099, "total_loss": 0.050430719107964705}
{"data_time": 0.00604621646925807, "eta_seconds": 1428.2222461206838, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18706293706293708, "fast_rcnn/fg_cls_accuracy": 0.8129370629370629, "iteration": 9279, "loss_box_reg": 0.008388462592847645, "loss_cls": 0.04128831351408735, "loss_rpn_cls": 0.0013945568693998212, "loss_rpn_loc": 0.0012135948600189295, "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": 0.5381463021039963, "total_loss": 0.05362259635518285}
{"data_time": 0.00735973846167326, "eta_seconds": 1418.0173903540708, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.3094017094017094, "fast_rcnn/fg_cls_accuracy": 0.6655982905982906, "iteration": 9299, "loss_box_reg": 0.008188997191609815, "loss_cls": 0.04327596043003723, "loss_rpn_cls": 0.0006563394823473345, "loss_rpn_loc": 0.0011037100939574884, "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": 0.5252372967079282, "total_loss": 0.05430598622092475}
{"data_time": 0.007077889051288366, "eta_seconds": 1407.5174467009492, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.1433752417794971, "fast_rcnn/fg_cls_accuracy": 0.8286178107606679, "iteration": 9319, "loss_box_reg": 0.008148622669978067, "loss_cls": 0.04273641272448003, "loss_rpn_cls": 0.0007640161998949679, "loss_rpn_loc": 0.0011797685892815934, "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": 0.5183832817710936, "total_loss": 0.05388929271663301}
{"data_time": 0.007364204153418541, "eta_seconds": 1396.5855714431964, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.25396825396825395, "fast_rcnn/fg_cls_accuracy": 0.746031746031746, "iteration": 9339, "loss_box_reg": 0.008014112419914454, "loss_cls": 0.039565472601680085, "loss_rpn_cls": 0.0011348397457027204, "loss_rpn_loc": 0.0013539010724343825, "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": 0.5253947665914893, "total_loss": 0.05099329415352116}
{"data_time": 0.006237763911485672, "eta_seconds": 1386.088874175679, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.38799283154121866, "fast_rcnn/fg_cls_accuracy": 0.6120071684587813, "iteration": 9359, "loss_box_reg": 0.007876912073697895, "loss_cls": 0.044120948121417314, "loss_rpn_cls": 0.0005225054495952008, "loss_rpn_loc": 0.0012479860433813883, "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": 0.5256542088463902, "total_loss": 0.054489834717841745}
{"data_time": 0.00568841677159071, "eta_seconds": 1375.4219527989626, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32456140350877194, "fast_rcnn/fg_cls_accuracy": 0.6515151515151515, "iteration": 9379, "loss_box_reg": 0.00812645090627484, "loss_cls": 0.04314500163309276, "loss_rpn_cls": 0.0011267561402164006, "loss_rpn_loc": 0.0012110514853702625, "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": 0.5170836164616048, "total_loss": 0.05419720184625021}
{"data_time": 0.006202356889843941, "eta_seconds": 1364.7895330963656, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.29107565011820336, "fast_rcnn/fg_cls_accuracy": 0.7054521276595744, "iteration": 9399, "loss_box_reg": 0.008020187757210806, "loss_cls": 0.040637452591909096, "loss_rpn_cls": 0.0005823699260645299, "loss_rpn_loc": 0.001378813687551883, "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": 0.5282371742650867, "total_loss": 0.05225146816934512}
{"data_time": 0.006896641105413437, "eta_seconds": 1353.8453001077287, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.24747474747474746, "fast_rcnn/fg_cls_accuracy": 0.7367021276595744, "iteration": 9419, "loss_box_reg": 0.00848295095784124, "loss_cls": 0.042204601981211454, "loss_rpn_cls": 0.0009583768854923846, "loss_rpn_loc": 0.001320917375778663, "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": 0.5322084845975041, "total_loss": 0.05372001555110728}
{"data_time": 0.006240447983145714, "eta_seconds": 1342.963917952031, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.34375, "fast_rcnn/fg_cls_accuracy": 0.65625, "iteration": 9439, "loss_box_reg": 0.007919787953142077, "loss_cls": 0.04181146097835153, "loss_rpn_cls": 0.0008397922689482584, "loss_rpn_loc": 0.0013148547113814857, "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": 0.5171687514521182, "total_loss": 0.053139587407827094}
{"data_time": 0.0070486124604940414, "eta_seconds": 1332.130900867749, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2549019607843137, "fast_rcnn/fg_cls_accuracy": 0.7450980392156863, "iteration": 9459, "loss_box_reg": 0.008011157449800521, "loss_cls": 0.04232819320168346, "loss_rpn_cls": 0.0008644080285193922, "loss_rpn_loc": 0.0010954691751976497, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5166849461384118, "total_loss": 0.05223937864238337}
{"data_time": 0.00683975825086236, "eta_seconds": 1322.8121541468427, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.23292273236282193, "fast_rcnn/fg_cls_accuracy": 0.767077267637178, "iteration": 9479, "loss_box_reg": 0.008078586542978883, "loss_cls": 0.04237009753705934, "loss_rpn_cls": 0.0005779013280857725, "loss_rpn_loc": 0.0012009469955955865, "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": 0.5324745825491846, "total_loss": 0.05271831243442193}
{"data_time": 0.007338347379118204, "eta_seconds": 1312.317809409462, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.30984952120383036, "fast_rcnn/fg_cls_accuracy": 0.6901504787961696, "iteration": 9499, "loss_box_reg": 0.008387219917494804, "loss_cls": 0.043768087576609105, "loss_rpn_cls": 0.0009819146257541433, "loss_rpn_loc": 0.0010865530757655506, "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": 0.5233428981155157, "total_loss": 0.05495805276632382}
{"data_time": 0.005767870228737593, "eta_seconds": 1301.3910071938299, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.24202127659574468, "fast_rcnn/fg_cls_accuracy": 0.7488323819408407, "iteration": 9519, "loss_box_reg": 0.008010527439182624, "loss_cls": 0.04235308346687816, "loss_rpn_cls": 0.0010613243408528206, "loss_rpn_loc": 0.001010204427075223, "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": 0.5235375151969492, "total_loss": 0.0533698716078419}
{"data_time": 0.007138685788959265, "eta_seconds": 1290.5552747957408, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.20344827586206898, "fast_rcnn/fg_cls_accuracy": 0.7965517241379311, "iteration": 9539, "loss_box_reg": 0.007890985856647603, "loss_cls": 0.044202223827596754, "loss_rpn_cls": 0.001236722962062231, "loss_rpn_loc": 0.0010622625050018542, "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": 0.5231093522161245, "total_loss": 0.054749527982266954}
{"data_time": 0.005923141725361347, "eta_seconds": 1281.0095885018818, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.3045977011494253, "fast_rcnn/fg_cls_accuracy": 0.6954022988505747, "iteration": 9559, "loss_box_reg": 0.007825409062206745, "loss_cls": 0.04309560311958194, "loss_rpn_cls": 0.0005150079039779598, "loss_rpn_loc": 0.0011529854109539883, "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": 0.5291483416222036, "total_loss": 0.05279156882113156}
{"data_time": 0.006832665763795376, "eta_seconds": 1270.340430459939, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.28808446455505277, "fast_rcnn/fg_cls_accuracy": 0.7119155354449472, "iteration": 9579, "loss_box_reg": 0.007917958340840414, "loss_cls": 0.04020405525807291, "loss_rpn_cls": 0.000848437471915986, "loss_rpn_loc": 0.0010270854909322225, "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": 0.5242066504433751, "total_loss": 0.04986600495044513}
{"data_time": 0.006540069822221994, "eta_seconds": 1260.1473785778508, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.18089430894308944, "fast_rcnn/fg_cls_accuracy": 0.8191056910569106, "iteration": 9599, "loss_box_reg": 0.008199210686143488, "loss_cls": 0.04076286847703159, "loss_rpn_cls": 0.0008654352541270782, "loss_rpn_loc": 0.001308605655140127, "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": 0.5307103847153485, "total_loss": 0.05167003835299511}
{"data_time": 0.006760901305824518, "eta_seconds": 1249.8498987625353, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.3336693548387097, "fast_rcnn/fg_cls_accuracy": 0.6225806451612903, "iteration": 9619, "loss_box_reg": 0.00797755314852111, "loss_cls": 0.041779588209465146, "loss_rpn_cls": 0.0005575677900537812, "loss_rpn_loc": 0.00110468095226679, "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": 0.5247416887432337, "total_loss": 0.05106172748372728}
{"data_time": 0.006105145439505577, "eta_seconds": 1238.9817743450403, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1796052631578947, "fast_rcnn/fg_cls_accuracy": 0.7925101214574899, "iteration": 9639, "loss_box_reg": 0.00790015232632868, "loss_cls": 0.04257128082099371, "loss_rpn_cls": 0.000561872111802586, "loss_rpn_loc": 0.0011013658076990396, "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": 0.5221536704339087, "total_loss": 0.05338928561001843}
{"data_time": 0.006310146301984787, "eta_seconds": 1228.90346198529, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.25895140664961636, "fast_rcnn/fg_cls_accuracy": 0.7158385093167702, "iteration": 9659, "loss_box_reg": 0.0077731864439556375, "loss_cls": 0.04260914557380602, "loss_rpn_cls": 0.0006928488080575335, "loss_rpn_loc": 0.0011197542162335594, "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": 0.5282665551640093, "total_loss": 0.05245293950275709}
{"data_time": 0.006928703282028437, "eta_seconds": 1218.3543112254702, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3755411255411255, "fast_rcnn/fg_cls_accuracy": 0.6244588744588745, "iteration": 9679, "loss_box_reg": 0.007788556278683245, "loss_cls": 0.04239771841093898, "loss_rpn_cls": 0.0006808124202848376, "loss_rpn_loc": 0.001251160090760095, "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": 0.5221296804957092, "total_loss": 0.05224933430798728}
{"data_time": 0.007793827913701534, "eta_seconds": 1208.1745932474732, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.29822161422708615, "fast_rcnn/fg_cls_accuracy": 0.7017783857729138, "iteration": 9699, "loss_box_reg": 0.007947171339765191, "loss_cls": 0.04196173808304593, "loss_rpn_cls": 0.0009065814300583952, "loss_rpn_loc": 0.001103961629269179, "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": 0.5259352726861835, "total_loss": 0.051353866786143954}
{"data_time": 0.006833001971244812, "eta_seconds": 1197.5452957968228, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.17707362534948742, "fast_rcnn/fg_cls_accuracy": 0.7884436160298229, "iteration": 9719, "loss_box_reg": 0.007694998494116589, "loss_cls": 0.041508850175887346, "loss_rpn_cls": 0.0007465063448535147, "loss_rpn_loc": 0.001060519334714627, "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": 0.5255425283685327, "total_loss": 0.051882925187896944}
{"data_time": 0.005784451030194759, "eta_seconds": 1187.4524231157266, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.2792207792207792, "fast_rcnn/fg_cls_accuracy": 0.7207792207792207, "iteration": 9739, "loss_box_reg": 0.007893843750935048, "loss_cls": 0.04334063653368503, "loss_rpn_cls": 0.0006651267894994817, "loss_rpn_loc": 0.0010948720864689676, "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": 0.5272670476697385, "total_loss": 0.05392714506666607}
{"data_time": 0.006418342236429453, "eta_seconds": 1177.3779428866692, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24468085106382978, "fast_rcnn/fg_cls_accuracy": 0.737468671679198, "iteration": 9759, "loss_box_reg": 0.007843715400667861, "loss_cls": 0.04045856196898967, "loss_rpn_cls": 0.00057170648521776, "loss_rpn_loc": 0.001041128709402983, "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": 0.5297149182297289, "total_loss": 0.05158474564807136}
{"data_time": 0.005820132326334715, "eta_seconds": 1167.2195562864654, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.3269817073170732, "fast_rcnn/fg_cls_accuracy": 0.647450110864745, "iteration": 9779, "loss_box_reg": 0.007317183946724981, "loss_cls": 0.04088446241803467, "loss_rpn_cls": 0.0005784809242470601, "loss_rpn_loc": 0.0011063598358305171, "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": 0.5372177022509277, "total_loss": 0.050250212573232034}
{"data_time": 0.00716447876766324, "eta_seconds": 1157.5515402392484, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.3423202614379085, "fast_rcnn/fg_cls_accuracy": 0.6576797385620915, "iteration": 9799, "loss_box_reg": 0.007935678993817419, "loss_cls": 0.04157327045686543, "loss_rpn_cls": 0.0006962769499523347, "loss_rpn_loc": 0.0015143504078878323, "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": 0.5275576529093087, "total_loss": 0.0534482904528204}
{"data_time": 0.006881974171847105, "eta_seconds": 1146.1209598802961, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.23787878787878788, "fast_rcnn/fg_cls_accuracy": 0.733974358974359, "iteration": 9819, "loss_box_reg": 0.007737833453575149, "loss_cls": 0.0388828392024152, "loss_rpn_cls": 0.0009702101209825287, "loss_rpn_loc": 0.0011820541349152336, "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": 0.5205115345306695, "total_loss": 0.04996411214306562}
{"data_time": 0.005711975507438183, "eta_seconds": 1136.3443331369199, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2175609756097561, "fast_rcnn/fg_cls_accuracy": 0.7547117516629712, "iteration": 9839, "loss_box_reg": 0.007586064908537082, "loss_cls": 0.041875717433867976, "loss_rpn_cls": 0.0007596257531758965, "loss_rpn_loc": 0.0010608081374812173, "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": 0.5350715196691453, "total_loss": 0.051673969886849136}
{"data_time": 0.005982190370559692, "eta_seconds": 1125.667370166164, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.1797979797979798, "fast_rcnn/fg_cls_accuracy": 0.8202020202020202, "iteration": 9859, "loss_box_reg": 0.007895238697528839, "loss_cls": 0.042299104505218565, "loss_rpn_cls": 0.0006647737461662473, "loss_rpn_loc": 0.0011870640864799498, "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": 0.5310457032173872, "total_loss": 0.05225082994206787}
{"data_time": 0.007897053379565477, "eta_seconds": 1115.3106573731638, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.27306616961789376, "fast_rcnn/fg_cls_accuracy": 0.7269338303821062, "iteration": 9879, "loss_box_reg": 0.00785174168413505, "loss_cls": 0.043356763024348766, "loss_rpn_cls": 0.000595300007276478, "loss_rpn_loc": 0.001100427632991341, "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": 0.5325080868788064, "total_loss": 0.0533158690051323}
{"data_time": 0.00819932809099555, "eta_seconds": 1105.231090082787, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2616892911010558, "fast_rcnn/fg_cls_accuracy": 0.7383107088989442, "iteration": 9899, "loss_box_reg": 0.007733763166470453, "loss_cls": 0.040512384701287374, "loss_rpn_cls": 0.0006896971741525704, "loss_rpn_loc": 0.0011165349860675633, "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": 0.5297236475162208, "total_loss": 0.05002083977683469}
{"data_time": 0.00631939759477973, "eta_seconds": 1094.2769816094078, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.2554347826086957, "fast_rcnn/fg_cls_accuracy": 0.7445652173913043, "iteration": 9919, "loss_box_reg": 0.007998827670235187, "loss_cls": 0.04304842127021402, "loss_rpn_cls": 0.0005370833677318387, "loss_rpn_loc": 0.0010228276132693281, "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": 0.5141350300982594, "total_loss": 0.05323154156346277}
{"data_time": 0.006611531600356102, "eta_seconds": 1084.1890893196687, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2588126159554731, "fast_rcnn/fg_cls_accuracy": 0.7064935064935065, "iteration": 9939, "loss_box_reg": 0.007928981038276106, "loss_cls": 0.042482289893087, "loss_rpn_cls": 0.0010727464360797967, "loss_rpn_loc": 0.0013021942213526927, "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": 0.5254284674301744, "total_loss": 0.052803195453975604}
{"data_time": 0.005887308623641729, "eta_seconds": 1073.6680889381096, "fast_rcnn/cls_accuracy": 0.9736328125, "fast_rcnn/false_negative": 0.28209348255431205, "fast_rcnn/fg_cls_accuracy": 0.690688775510204, "iteration": 9959, "loss_box_reg": 0.007800230960128829, "loss_cls": 0.04077898908872157, "loss_rpn_cls": 0.001313977935069488, "loss_rpn_loc": 0.0010559443035162985, "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": 0.519273626152426, "total_loss": 0.05012743870815939}
{"data_time": 0.007293169852346182, "eta_seconds": 1062.8858077344485, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.24857142857142855, "fast_rcnn/fg_cls_accuracy": 0.7514285714285714, "iteration": 9979, "loss_box_reg": 0.007917247712612152, "loss_cls": 0.040177352871978655, "loss_rpn_cls": 0.0007390369282234133, "loss_rpn_loc": 0.0012818211362173315, "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": 0.5271657691337168, "total_loss": 0.05013371650143483}
{"data_time": 0.006707945838570595, "eta_seconds": 1052.367393011693, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.3114224137931034, "fast_rcnn/fg_cls_accuracy": 0.6885775862068966, "iteration": 9999, "loss_box_reg": 0.00781144478241913, "loss_cls": 0.04190753202419728, "loss_rpn_cls": 0.0007119435091453852, "loss_rpn_loc": 0.0010007273867813637, "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": 0.5228679911233485, "total_loss": 0.05157376563420257}
{"data_time": 0.007719769142568111, "eta_seconds": 1041.8489782889374, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23660714285714285, "fast_rcnn/fg_cls_accuracy": 0.7633928571428572, "iteration": 10019, "loss_box_reg": 0.007389966165646911, "loss_cls": 0.04220523149706423, "loss_rpn_cls": 0.0009314222994998289, "loss_rpn_loc": 0.0011224929730815347, "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": 0.5249847513623536, "total_loss": 0.05175231229554811}
{"data_time": 0.006259828340262175, "eta_seconds": 1031.2890466656536, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.33854166666666663, "fast_rcnn/fg_cls_accuracy": 0.6614583333333333, "iteration": 10039, "loss_box_reg": 0.007958630158100277, "loss_cls": 0.044016858795657754, "loss_rpn_cls": 0.000617892317109181, "loss_rpn_loc": 0.0010290612171957036, "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": 0.5191546767018735, "total_loss": 0.05264164283903483}
{"data_time": 0.0061632986180484295, "eta_seconds": 1020.7710553687066, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24127906976744184, "fast_rcnn/fg_cls_accuracy": 0.7587209302325582, "iteration": 10059, "loss_box_reg": 0.007759007043205202, "loss_cls": 0.04429319818154909, "loss_rpn_cls": 0.000777987737649255, "loss_rpn_loc": 0.001189974933367921, "lr": 0.001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.537970227189362, "total_loss": 0.054789692206156815}
{"data_time": 0.006443163845688105, "eta_seconds": 1009.9006082052365, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23375262054507337, "fast_rcnn/fg_cls_accuracy": 0.7662473794549267, "iteration": 10079, "loss_box_reg": 0.0077081343333702534, "loss_cls": 0.04253678646637127, "loss_rpn_cls": 0.0009763151272750292, "loss_rpn_loc": 0.0011774607155530248, "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": 0.5117104761302471, "total_loss": 0.052779216179828836}
{"data_time": 0.00673330994322896, "eta_seconds": 999.3862864123657, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.2843567251461988, "fast_rcnn/fg_cls_accuracy": 0.7156432748538011, "iteration": 10099, "loss_box_reg": 0.007871969981351867, "loss_cls": 0.041592747904360294, "loss_rpn_cls": 0.0005667788748979774, "loss_rpn_loc": 0.0011093747398263076, "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": 0.5246193776838481, "total_loss": 0.05146266925521559}
{"data_time": 0.006722341291606426, "eta_seconds": 988.9679230651818, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.23721227621483376, "fast_rcnn/fg_cls_accuracy": 0.7627877237851662, "iteration": 10119, "loss_box_reg": 0.007873339956859127, "loss_cls": 0.04168824621592648, "loss_rpn_cls": 0.0006121862573795767, "loss_rpn_loc": 0.0012367324270599056, "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": 0.5249069952405989, "total_loss": 0.05191807130285042}
{"data_time": 0.006491237320005894, "eta_seconds": 978.4525809804909, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2838680926916221, "fast_rcnn/fg_cls_accuracy": 0.716131907308378, "iteration": 10139, "loss_box_reg": 0.007398385903798044, "loss_cls": 0.04251581704011187, "loss_rpn_cls": 0.0010761495438487145, "loss_rpn_loc": 0.0010082819990202552, "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": 0.5320850289426744, "total_loss": 0.051398241751257956}
{"data_time": 0.006452512461692095, "eta_seconds": 967.9372388958, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28484848484848485, "fast_rcnn/fg_cls_accuracy": 0.6927083333333333, "iteration": 10159, "loss_box_reg": 0.007845178479328752, "loss_cls": 0.041665113443741575, "loss_rpn_cls": 0.0009927335354689149, "loss_rpn_loc": 0.00112202507625625, "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": 0.5240613580681384, "total_loss": 0.05224249525382163}
{"data_time": 0.005750385113060474, "eta_seconds": 956.7180874594487, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.29599499374217775, "fast_rcnn/fg_cls_accuracy": 0.7040050062578223, "iteration": 10179, "loss_box_reg": 0.007714599632890895, "loss_cls": 0.044589730037841946, "loss_rpn_cls": 0.0008153104543850986, "loss_rpn_loc": 0.0011954728524870006, "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": 0.5178670072928071, "total_loss": 0.053404463296260474}
{"data_time": 0.005606150254607201, "eta_seconds": 946.8146774480119, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1431818181818182, "fast_rcnn/fg_cls_accuracy": 0.8480769230769231, "iteration": 10199, "loss_box_reg": 0.007555379677796736, "loss_cls": 0.0417103007202968, "loss_rpn_cls": 0.0007433564910570567, "loss_rpn_loc": 0.001473648249884718, "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": 0.5362552544102073, "total_loss": 0.05234286408540356}
{"data_time": 0.006443436723202467, "eta_seconds": 936.3003556551412, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.3458333333333333, "fast_rcnn/fg_cls_accuracy": 0.6541666666666667, "iteration": 10219, "loss_box_reg": 0.007725763076450676, "loss_cls": 0.04371151828672737, "loss_rpn_cls": 0.0005429079142516002, "loss_rpn_loc": 0.0011189233518962283, "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": 0.5218002037145197, "total_loss": 0.05418335800530372}
{"data_time": 0.005825928412377834, "eta_seconds": 925.7860338622704, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.2825091575091575, "fast_rcnn/fg_cls_accuracy": 0.7174908424908425, "iteration": 10239, "loss_box_reg": 0.007524287997512147, "loss_cls": 0.042946707748342305, "loss_rpn_cls": 0.0006556798810493092, "loss_rpn_loc": 0.0013018535755691119, "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": 0.5328755788505077, "total_loss": 0.05166379362026419}
{"data_time": 0.0059622302651405334, "eta_seconds": 914.8919968754053, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2589285714285714, "fast_rcnn/fg_cls_accuracy": 0.7410714285714286, "iteration": 10259, "loss_box_reg": 0.007813475371222012, "loss_cls": 0.042483131925109774, "loss_rpn_cls": 0.0004828020061893312, "loss_rpn_loc": 0.0010459179575263988, "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": 0.5217748023569584, "total_loss": 0.052365285031186204}
{"data_time": 0.0057530635967850685, "eta_seconds": 904.121497772634, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.17744755244755245, "fast_rcnn/fg_cls_accuracy": 0.821590909090909, "iteration": 10279, "loss_box_reg": 0.007565304564195685, "loss_cls": 0.041512396885082126, "loss_rpn_cls": 0.0011767988507500604, "loss_rpn_loc": 0.0012409887967805844, "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": 0.5105101531371474, "total_loss": 0.05148807757780105}
{"data_time": 0.0056540993973612785, "eta_seconds": 893.614565782249, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2936730123180291, "fast_rcnn/fg_cls_accuracy": 0.7063269876819709, "iteration": 10299, "loss_box_reg": 0.007176126790000126, "loss_cls": 0.0394832095480524, "loss_rpn_cls": 0.0010082972549412261, "loss_rpn_loc": 0.0009899671567836776, "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": 0.5254632504656911, "total_loss": 0.04954538147251242}
{"data_time": 0.007241752464324236, "eta_seconds": 883.3234852286987, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.09182259182259182, "fast_rcnn/fg_cls_accuracy": 0.9081774081774082, "iteration": 10319, "loss_box_reg": 0.0077561886864714324, "loss_cls": 0.042851604463066906, "loss_rpn_cls": 0.00042105700790529, "loss_rpn_loc": 0.0011706576915457845, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.75, "rpn/num_pos_anchors": 4.25, "time": 0.5194574729539454, "total_loss": 0.05274215097344381}
{"data_time": 0.005627548787742853, "eta_seconds": 873.0693896822631, "fast_rcnn/cls_accuracy": 0.9873046875, "fast_rcnn/false_negative": 0.1498397435897436, "fast_rcnn/fg_cls_accuracy": 0.8501602564102564, "iteration": 10339, "loss_box_reg": 0.007376848690910265, "loss_cls": 0.04382085570250638, "loss_rpn_cls": 0.001011023871569705, "loss_rpn_loc": 0.0010591122772893868, "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": 0.5291800079867244, "total_loss": 0.05358413398352013}
{"data_time": 0.006010007578879595, "eta_seconds": 862.5568142496049, "fast_rcnn/cls_accuracy": 0.984375, "fast_rcnn/false_negative": 0.15239477503628446, "fast_rcnn/fg_cls_accuracy": 0.8476052249637156, "iteration": 10359, "loss_box_reg": 0.0076655103475786746, "loss_cls": 0.04056786544970237, "loss_rpn_cls": 0.0010789898159373479, "loss_rpn_loc": 0.0012009414604108315, "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": 0.527799088973552, "total_loss": 0.051819172698856164}
{"data_time": 0.007957194466143847, "eta_seconds": 852.0442388169467, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21827759963353183, "fast_rcnn/fg_cls_accuracy": 0.7817224003664682, "iteration": 10379, "loss_box_reg": 0.00752271490637213, "loss_cls": 0.04294761345954612, "loss_rpn_cls": 0.0009788331338995704, "loss_rpn_loc": 0.0010681950225261971, "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": 0.5205442034639418, "total_loss": 0.052581926770585596}
{"data_time": 0.006916836369782686, "eta_seconds": 841.2854847419076, "fast_rcnn/cls_accuracy": 0.9716796875, "fast_rcnn/false_negative": 0.39055555555555554, "fast_rcnn/fg_cls_accuracy": 0.6094444444444445, "iteration": 10399, "loss_box_reg": 0.007761705433949828, "loss_cls": 0.04180173159693368, "loss_rpn_cls": 0.0007306856407467421, "loss_rpn_loc": 0.0011624390645010862, "lr": 0.001, "roi_head/num_bg_samples": 489.75, "roi_head/num_fg_samples": 22.25, "rpn/num_neg_anchors": 252.25, "rpn/num_pos_anchors": 3.75, "time": 0.5190966669470072, "total_loss": 0.05262433954118251}
{"data_time": 0.007461084984242916, "eta_seconds": 830.5729738399386, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2583333333333333, "fast_rcnn/fg_cls_accuracy": 0.7271317829457364, "iteration": 10419, "loss_box_reg": 0.0077952911669854075, "loss_cls": 0.04058528726454824, "loss_rpn_cls": 0.001042423577473528, "loss_rpn_loc": 0.0009793514864213648, "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": 0.5233676051720977, "total_loss": 0.051418443440070405}
{"data_time": 0.0071876393631100655, "eta_seconds": 820.266484498512, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.28740970072239425, "fast_rcnn/fg_cls_accuracy": 0.7107129525942516, "iteration": 10439, "loss_box_reg": 0.0074604191177058965, "loss_cls": 0.04142082601902075, "loss_rpn_cls": 0.000658204145004504, "loss_rpn_loc": 0.0009651338932599174, "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": 0.5212067710235715, "total_loss": 0.05177267126930474}
{"data_time": 0.005969773046672344, "eta_seconds": 809.993937086314, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.271780303030303, "fast_rcnn/fg_cls_accuracy": 0.728219696969697, "iteration": 10459, "loss_box_reg": 0.00714622245868668, "loss_cls": 0.0423903655319009, "loss_rpn_cls": 0.0006399426066963088, "loss_rpn_loc": 0.0012281127583264606, "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": 0.5268007349222898, "total_loss": 0.05229617605257886}
{"data_time": 0.007124921772629023, "eta_seconds": 798.8863291740417, "fast_rcnn/cls_accuracy": 0.9814453125, "fast_rcnn/false_negative": 0.23534798534798534, "fast_rcnn/fg_cls_accuracy": 0.7646520146520146, "iteration": 10479, "loss_box_reg": 0.00788997404742986, "loss_cls": 0.043661224393872544, "loss_rpn_cls": 0.0005491918133770923, "loss_rpn_loc": 0.0011060542638006154, "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": 0.5154520906507969, "total_loss": 0.053140014089365195}
{"data_time": 0.006917371414601803, "eta_seconds": 788.323922354728, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.1693181818181818, "fast_rcnn/fg_cls_accuracy": 0.7954787234042553, "iteration": 10499, "loss_box_reg": 0.007135358144296333, "loss_cls": 0.03966129358741455, "loss_rpn_cls": 0.0006346920520101662, "loss_rpn_loc": 0.0012396885485941311, "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": 0.5144760133698583, "total_loss": 0.049922873040713966}
{"data_time": 0.0062543186359107494, "eta_seconds": 777.9586289296858, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.274294670846395, "fast_rcnn/fg_cls_accuracy": 0.7257053291536051, "iteration": 10519, "loss_box_reg": 0.007712122489465401, "loss_cls": 0.040989311470184475, "loss_rpn_cls": 0.0005985688113128163, "loss_rpn_loc": 0.0011748731703846715, "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": 0.5303525933995843, "total_loss": 0.05069562164180752}
{"data_time": 0.005409133154898882, "eta_seconds": 768.0180472545326, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.2825350749879052, "fast_rcnn/fg_cls_accuracy": 0.7174649250120948, "iteration": 10539, "loss_box_reg": 0.007768453739117831, "loss_cls": 0.04080627305665985, "loss_rpn_cls": 0.0006749618825097059, "loss_rpn_loc": 0.0010362808516219957, "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": 0.5337589117698371, "total_loss": 0.051179940429221915}
{"data_time": 0.006414801813662052, "eta_seconds": 756.760796232149, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.27827380952380953, "fast_rcnn/fg_cls_accuracy": 0.7108013937282229, "iteration": 10559, "loss_box_reg": 0.0074177172355121, "loss_cls": 0.04104476241627708, "loss_rpn_cls": 0.0006847806831729031, "loss_rpn_loc": 0.0011042313280995586, "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": 0.5186740374192595, "total_loss": 0.051508615189590046}
{"data_time": 0.0053101093508303165, "eta_seconds": 746.3625731468201, "fast_rcnn/cls_accuracy": 0.97900390625, "fast_rcnn/false_negative": 0.1784313725490196, "fast_rcnn/fg_cls_accuracy": 0.8215686274509804, "iteration": 10579, "loss_box_reg": 0.007294250186532736, "loss_cls": 0.04179300431860611, "loss_rpn_cls": 0.0007164737568814417, "loss_rpn_loc": 0.001060609110936639, "lr": 0.001, "roi_head/num_bg_samples": 489.5, "roi_head/num_fg_samples": 22.5, "rpn/num_neg_anchors": 251.5, "rpn/num_pos_anchors": 4.5, "time": 0.5382513380609453, "total_loss": 0.0527671457230241}
{"data_time": 0.0070516387932002544, "eta_seconds": 735.804007474333, "fast_rcnn/cls_accuracy": 0.97216796875, "fast_rcnn/false_negative": 0.3015151515151515, "fast_rcnn/fg_cls_accuracy": 0.6984848484848485, "iteration": 10599, "loss_box_reg": 0.0076055535464547575, "loss_cls": 0.03957021245150827, "loss_rpn_cls": 0.0005022298199719444, "loss_rpn_loc": 0.0010744501068984391, "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": 0.5248898789286613, "total_loss": 0.04968301000263864}
{"data_time": 0.0062775928527116776, "eta_seconds": 725.3530707359314, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.23310810810810811, "fast_rcnn/fg_cls_accuracy": 0.7668918918918919, "iteration": 10619, "loss_box_reg": 0.007354011264396831, "loss_cls": 0.04208955855574459, "loss_rpn_cls": 0.0008616504132987757, "loss_rpn_loc": 0.0010564771018835017, "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": 0.5283904573880136, "total_loss": 0.05396743690329231}
{"data_time": 0.006732615642249584, "eta_seconds": 715.4500768743455, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.40897435897435896, "fast_rcnn/fg_cls_accuracy": 0.5782051282051281, "iteration": 10639, "loss_box_reg": 0.007180155342211947, "loss_cls": 0.04221493046497926, "loss_rpn_cls": 0.0007358053421739896, "loss_rpn_loc": 0.0011454426530690398, "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": 0.5313914781436324, "total_loss": 0.05214965076811495}
{"data_time": 0.007574477232992649, "eta_seconds": 704.3435683250427, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.21464487743557512, "fast_rcnn/fg_cls_accuracy": 0.7853551225644249, "iteration": 10659, "loss_box_reg": 0.0071780915022827685, "loss_cls": 0.04058837064076215, "loss_rpn_cls": 0.0008657436716248412, "loss_rpn_loc": 0.0011788930496550165, "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": 0.5233829519711435, "total_loss": 0.05035814936277916}
{"data_time": 0.006237116176635027, "eta_seconds": 693.8388171195984, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2257169287696577, "fast_rcnn/fg_cls_accuracy": 0.7742830712303423, "iteration": 10679, "loss_box_reg": 0.0074083986692130566, "loss_cls": 0.04127321238047443, "loss_rpn_cls": 0.0005904396282403468, "loss_rpn_loc": 0.0010990100399794756, "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": 0.526477082632482, "total_loss": 0.050304446532436486}
{"data_time": 0.008024508133530617, "eta_seconds": 683.1977497613989, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19686732186732187, "fast_rcnn/fg_cls_accuracy": 0.8031326781326782, "iteration": 10699, "loss_box_reg": 0.0074932385759893805, "loss_cls": 0.04220600635744631, "loss_rpn_cls": 0.000686775708416576, "loss_rpn_loc": 0.0009469109299971024, "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": 0.5222056270577013, "total_loss": 0.052274634348009386}
{"data_time": 0.006969424430280924, "eta_seconds": 672.7678632242605, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24395604395604395, "fast_rcnn/fg_cls_accuracy": 0.753781512605042, "iteration": 10719, "loss_box_reg": 0.007368621969362721, "loss_cls": 0.039271938032470644, "loss_rpn_cls": 0.0010343535944628002, "loss_rpn_loc": 0.0010985261433233973, "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": 0.5258646328002214, "total_loss": 0.04867438324953355}
{"data_time": 0.00629454804584384, "eta_seconds": 662.3245635032654, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24581939799331104, "fast_rcnn/fg_cls_accuracy": 0.7028985507246377, "iteration": 10739, "loss_box_reg": 0.007097444788087159, "loss_cls": 0.042560414352919906, "loss_rpn_cls": 0.0007405581704347242, "loss_rpn_loc": 0.0011648962699837284, "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": 0.5299153132364154, "total_loss": 0.05196636221202766}
{"data_time": 0.006282035261392593, "eta_seconds": 651.6897828239016, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.24324324324324326, "fast_rcnn/fg_cls_accuracy": 0.6670448099829835, "iteration": 10759, "loss_box_reg": 0.0071694941725581884, "loss_cls": 0.041238409059587866, "loss_rpn_cls": 0.0013490629427295175, "loss_rpn_loc": 0.0009676072040747385, "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": 0.5205586208030581, "total_loss": 0.051105291120734364}
{"data_time": 0.006339236628264189, "eta_seconds": 641.0416357470676, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.21582181259600614, "fast_rcnn/fg_cls_accuracy": 0.7841781874039938, "iteration": 10779, "loss_box_reg": 0.007528338726842776, "loss_cls": 0.04319124520407058, "loss_rpn_cls": 0.0008074851558035334, "loss_rpn_loc": 0.0011198932443221565, "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": 0.5208352352492511, "total_loss": 0.05353575694608281}
{"data_time": 0.006949553266167641, "eta_seconds": 630.4803268220276, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.375, "fast_rcnn/fg_cls_accuracy": 0.625, "iteration": 10799, "loss_box_reg": 0.007414279039949179, "loss_cls": 0.04088993396726437, "loss_rpn_cls": 0.0008567918548161302, "loss_rpn_loc": 0.001147747588220227, "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": 0.525284715462476, "total_loss": 0.051185560415689224}
{"data_time": 0.005561516620218754, "eta_seconds": 619.9810707550496, "fast_rcnn/cls_accuracy": 0.97119140625, "fast_rcnn/false_negative": 0.3460365853658537, "fast_rcnn/fg_cls_accuracy": 0.6458333333333333, "iteration": 10819, "loss_box_reg": 0.007039866293780506, "loss_cls": 0.04362528846831992, "loss_rpn_cls": 0.0007594243939195167, "loss_rpn_loc": 0.0012346521998551907, "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": 0.5195641522295773, "total_loss": 0.05350771334894944}
{"data_time": 0.0067246826365590096, "eta_seconds": 609.1277602440678, "fast_rcnn/cls_accuracy": 0.9833984375, "fast_rcnn/false_negative": 0.14983164983164982, "fast_rcnn/fg_cls_accuracy": 0.8409090909090909, "iteration": 10839, "loss_box_reg": 0.007470868120435625, "loss_cls": 0.04077151184901595, "loss_rpn_cls": 0.0009705697541591007, "loss_rpn_loc": 0.0009245193541573826, "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": 0.5228232718072832, "total_loss": 0.04924849161298539}
{"data_time": 0.006228969432413578, "eta_seconds": 598.1394990477711, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18942307692307692, "fast_rcnn/fg_cls_accuracy": 0.8105769230769231, "iteration": 10859, "loss_box_reg": 0.006675504439044744, "loss_cls": 0.040768666221993044, "loss_rpn_cls": 0.0007623984998588185, "loss_rpn_loc": 0.0010263625808875076, "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": 0.5138583844527602, "total_loss": 0.04924650032953082}
{"data_time": 0.006856908556073904, "eta_seconds": 587.5185002284124, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2294272547728769, "fast_rcnn/fg_cls_accuracy": 0.7705727452271232, "iteration": 10879, "loss_box_reg": 0.007882860983954743, "loss_cls": 0.043428156088339165, "loss_rpn_cls": 0.0011280173931709214, "loss_rpn_loc": 0.0014047129989194218, "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": 0.5238832533359528, "total_loss": 0.05414514692785133}
{"data_time": 0.007071243599057198, "eta_seconds": 577.1434410698712, "fast_rcnn/cls_accuracy": 0.96826171875, "fast_rcnn/false_negative": 0.42391304347826086, "fast_rcnn/fg_cls_accuracy": 0.5760869565217391, "iteration": 10899, "loss_box_reg": 0.007446314033586532, "loss_cls": 0.04289513092953712, "loss_rpn_cls": 0.0006642535853842446, "loss_rpn_loc": 0.0010211529024672927, "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": 0.5347595447674394, "total_loss": 0.053012215426861076}
{"data_time": 0.006184760481119156, "eta_seconds": 566.7221659179777, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2928849902534113, "fast_rcnn/fg_cls_accuracy": 0.7071150097465887, "iteration": 10919, "loss_box_reg": 0.006834523112047464, "loss_cls": 0.041083349322434515, "loss_rpn_cls": 0.0009536203481275152, "loss_rpn_loc": 0.0009371819487569155, "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": 0.5242682690732181, "total_loss": 0.050867650742631554}
{"data_time": 0.006736514624208212, "eta_seconds": 556.2015850041062, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.24456521739130435, "fast_rcnn/fg_cls_accuracy": 0.7554347826086957, "iteration": 10939, "loss_box_reg": 0.007623219396919012, "loss_cls": 0.04269153464701958, "loss_rpn_cls": 0.0007837955078784375, "loss_rpn_loc": 0.0010466067633387865, "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": 0.5221870327368379, "total_loss": 0.05246330256250076}
{"data_time": 0.006113341543823481, "eta_seconds": 545.8907228624448, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.18644957983193278, "fast_rcnn/fg_cls_accuracy": 0.7767857142857143, "iteration": 10959, "loss_box_reg": 0.007102631570887752, "loss_cls": 0.04074582547764294, "loss_rpn_cls": 0.0008753284271278972, "loss_rpn_loc": 0.0011041188845410943, "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": 0.5270618246868253, "total_loss": 0.05086499112223919}
{"data_time": 0.0063699414022266865, "eta_seconds": 535.5254753576592, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3318181818181818, "fast_rcnn/fg_cls_accuracy": 0.6471291866028708, "iteration": 10979, "loss_box_reg": 0.007748237519990653, "loss_cls": 0.041340891824802384, "loss_rpn_cls": 0.0007714968742220663, "loss_rpn_loc": 0.0010146972781512886, "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": 0.5286266165785491, "total_loss": 0.051924953499110416}
{"data_time": 0.005736660677939653, "eta_seconds": 525.0549411773682, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.32666666666666666, "fast_rcnn/fg_cls_accuracy": 0.6733333333333333, "iteration": 10999, "loss_box_reg": 0.007109119207598269, "loss_cls": 0.04019438981777057, "loss_rpn_cls": 0.0007120891732483869, "loss_rpn_loc": 0.0008777958955761278, "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": 0.5185675038956106, "total_loss": 0.04866356502660096}
{"data_time": 0.006596822757273912, "eta_seconds": 514.7743795663118, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.19084934277047522, "fast_rcnn/fg_cls_accuracy": 0.8091506572295248, "iteration": 11019, "loss_box_reg": 0.0073646279342938215, "loss_cls": 0.04155332766822539, "loss_rpn_cls": 0.0008524678884782588, "loss_rpn_loc": 0.001126183728047181, "lr": 0.0001, "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": 0.5302046667784452, "total_loss": 0.05105482406190731}
{"data_time": 0.006463190540671349, "eta_seconds": 504.180010589771, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.24961079398028022, "fast_rcnn/fg_cls_accuracy": 0.7444334487877289, "iteration": 11039, "loss_box_reg": 0.007459422398824245, "loss_cls": 0.04131585915456526, "loss_rpn_cls": 0.0008701079507318354, "loss_rpn_loc": 0.0014088874522713013, "lr": 0.0001, "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": 0.521620646584779, "total_loss": 0.05015915333544285}
{"data_time": 0.006156562827527523, "eta_seconds": 493.78459854424, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.32650501672240806, "fast_rcnn/fg_cls_accuracy": 0.673494983277592, "iteration": 11059, "loss_box_reg": 0.006920395186170936, "loss_cls": 0.041343425487866625, "loss_rpn_cls": 0.0010456674980332537, "loss_rpn_loc": 0.001291174414291163, "lr": 0.0001, "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": 0.5290967943146825, "total_loss": 0.05176404999008355}
{"data_time": 0.006185692269355059, "eta_seconds": 483.48016799474135, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.245, "fast_rcnn/fg_cls_accuracy": 0.7222222222222222, "iteration": 11079, "loss_box_reg": 0.006954277021577582, "loss_cls": 0.040466344624292105, "loss_rpn_cls": 0.0005939399284216051, "loss_rpn_loc": 0.0011013121693395078, "lr": 0.0001, "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": 0.5317250206135213, "total_loss": 0.04926155685386391}
{"data_time": 0.006360742263495922, "eta_seconds": 473.0269315741025, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.15075757575757576, "fast_rcnn/fg_cls_accuracy": 0.8439189189189189, "iteration": 11099, "loss_box_reg": 0.007160723092965782, "loss_cls": 0.04163663205690682, "loss_rpn_cls": 0.0006510326428070812, "loss_rpn_loc": 0.0012462950999179156, "lr": 0.0001, "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": 0.5274723428301513, "total_loss": 0.05027205250246425}
{"data_time": 0.007096579298377037, "eta_seconds": 462.6113172424957, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.26794258373205737, "fast_rcnn/fg_cls_accuracy": 0.7159090909090909, "iteration": 11119, "loss_box_reg": 0.006973515672143549, "loss_cls": 0.04109588550636545, "loss_rpn_cls": 0.0008272869238226122, "loss_rpn_loc": 0.0008704317860974697, "lr": 0.0001, "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": 0.5326277618296444, "total_loss": 0.04997949635065879}
{"data_time": 0.0063101379200816154, "eta_seconds": 452.09640913736075, "fast_rcnn/cls_accuracy": 0.98486328125, "fast_rcnn/false_negative": 0.21244358478401032, "fast_rcnn/fg_cls_accuracy": 0.7875564152159897, "iteration": 11139, "loss_box_reg": 0.007237664889544249, "loss_cls": 0.0412208340712823, "loss_rpn_cls": 0.0008493769005397667, "loss_rpn_loc": 0.0010560775317571824, "lr": 0.0001, "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": 0.5250092502683401, "total_loss": 0.050284824350342205}
{"data_time": 0.006345285102725029, "eta_seconds": 441.6335338051431, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.2833333333333333, "fast_rcnn/fg_cls_accuracy": 0.7166666666666667, "iteration": 11159, "loss_box_reg": 0.007180620596045628, "loss_cls": 0.04235839529428631, "loss_rpn_cls": 0.0006778679047414471, "loss_rpn_loc": 0.0009933845121850027, "lr": 0.0001, "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": 0.539531774353236, "total_loss": 0.05102566093569294}
{"data_time": 0.005952286534011364, "eta_seconds": 431.25062620453537, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.24555403556771546, "fast_rcnn/fg_cls_accuracy": 0.7544459644322845, "iteration": 11179, "loss_box_reg": 0.007388362384517677, "loss_cls": 0.04020522610517219, "loss_rpn_cls": 0.0007336680829723718, "loss_rpn_loc": 0.0011416837896831566, "lr": 0.0001, "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": 0.5225556464865804, "total_loss": 0.04979139402757937}
{"data_time": 0.006171638146042824, "eta_seconds": 420.6283716741018, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2637065637065637, "fast_rcnn/fg_cls_accuracy": 0.7362934362934364, "iteration": 11199, "loss_box_reg": 0.007301566889509559, "loss_cls": 0.042058283812366426, "loss_rpn_cls": 0.000612302550507593, "loss_rpn_loc": 0.0011523303983267397, "lr": 0.0001, "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": 0.5241171061061323, "total_loss": 0.05280448937264737}
{"data_time": 0.006318728905171156, "eta_seconds": 410.12579060858116, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.23496178132269857, "fast_rcnn/fg_cls_accuracy": 0.7650382186773015, "iteration": 11219, "loss_box_reg": 0.007259016594616696, "loss_cls": 0.043499674764461815, "loss_rpn_cls": 0.001148440328961442, "loss_rpn_loc": 0.0009208297888108063, "lr": 0.0001, "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": 0.5232485332526267, "total_loss": 0.052407916145739364}
{"data_time": 0.0069702304899692535, "eta_seconds": 399.73413707874715, "fast_rcnn/cls_accuracy": 0.98095703125, "fast_rcnn/false_negative": 0.25163666121112926, "fast_rcnn/fg_cls_accuracy": 0.7024231678486997, "iteration": 11239, "loss_box_reg": 0.0073013786459341645, "loss_cls": 0.038632391224382445, "loss_rpn_cls": 0.000669187940275151, "loss_rpn_loc": 0.0014363059353854624, "lr": 0.0001, "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": 0.5360707356594503, "total_loss": 0.049334045768887336}
{"data_time": 0.007416682783514261, "eta_seconds": 389.3147653997876, "fast_rcnn/cls_accuracy": 0.97021484375, "fast_rcnn/false_negative": 0.3299319727891156, "fast_rcnn/fg_cls_accuracy": 0.6700680272108843, "iteration": 11259, "loss_box_reg": 0.00710716683533974, "loss_cls": 0.041256738593801856, "loss_rpn_cls": 0.0005602004616775957, "loss_rpn_loc": 0.0010779311269288883, "lr": 0.0001, "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": 0.5259951162151992, "total_loss": 0.05064243842161886}
{"data_time": 0.006213420536369085, "eta_seconds": 378.9398673311807, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.18536585365853658, "fast_rcnn/fg_cls_accuracy": 0.8146341463414635, "iteration": 11279, "loss_box_reg": 0.006690478738164529, "loss_cls": 0.041656591405626386, "loss_rpn_cls": 0.0007076635598650682, "loss_rpn_loc": 0.0011898402990482282, "lr": 0.0001, "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": 0.5324500794522464, "total_loss": 0.05088433393041214}
{"data_time": 0.006558257155120373, "eta_seconds": 368.59972703596577, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.2894288150042626, "fast_rcnn/fg_cls_accuracy": 0.7105711849957375, "iteration": 11299, "loss_box_reg": 0.007124516385374591, "loss_cls": 0.041602508252253756, "loss_rpn_cls": 0.0012929452398182661, "loss_rpn_loc": 0.0010070137177535798, "lr": 0.0001, "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": 0.5288759958930314, "total_loss": 0.05167440683030122}
{"data_time": 0.006966843269765377, "eta_seconds": 358.3186365617439, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.30341055341055345, "fast_rcnn/fg_cls_accuracy": 0.6965894465894467, "iteration": 11319, "loss_box_reg": 0.006665627151960507, "loss_cls": 0.04204198907245882, "loss_rpn_cls": 0.0007288964700542522, "loss_rpn_loc": 0.0010998582329193596, "lr": 0.0001, "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": 0.5300628487020731, "total_loss": 0.05028482232347642}
{"data_time": 0.005821036174893379, "eta_seconds": 347.6919175423682, "fast_rcnn/cls_accuracy": 0.97509765625, "fast_rcnn/false_negative": 0.23885918003565063, "fast_rcnn/fg_cls_accuracy": 0.7537878787878788, "iteration": 11339, "loss_box_reg": 0.007141941168811172, "loss_cls": 0.039659734728047624, "loss_rpn_cls": 0.0007125329802875058, "loss_rpn_loc": 0.001154944628069643, "lr": 0.0001, "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": 0.5259686065837741, "total_loss": 0.049215240348075895}
{"data_time": 0.007080158684402704, "eta_seconds": 337.1717384941876, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.18876793666501732, "fast_rcnn/fg_cls_accuracy": 0.8112320633349827, "iteration": 11359, "loss_box_reg": 0.007323537400225177, "loss_cls": 0.04070710687665269, "loss_rpn_cls": 0.0006401319830047214, "loss_rpn_loc": 0.001038559785229154, "lr": 0.0001, "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": 0.5267207273282111, "total_loss": 0.04971151128643214}
{"data_time": 0.005459103267639875, "eta_seconds": 326.6226213485934, "fast_rcnn/cls_accuracy": 0.97607421875, "fast_rcnn/false_negative": 0.3062015503875969, "fast_rcnn/fg_cls_accuracy": 0.693798449612403, "iteration": 11379, "loss_box_reg": 0.0071749834169168025, "loss_cls": 0.04077500669518486, "loss_rpn_cls": 0.0011202994784298426, "loss_rpn_loc": 0.0010435997501190286, "lr": 0.0001, "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": 0.523098258767277, "total_loss": 0.050250785329495784}
{"data_time": 0.0063197375275194645, "eta_seconds": 316.22540466021746, "fast_rcnn/cls_accuracy": 0.986328125, "fast_rcnn/false_negative": 0.14415584415584415, "fast_rcnn/fg_cls_accuracy": 0.8558441558441559, "iteration": 11399, "loss_box_reg": 0.006955050237593241, "loss_cls": 0.043265381711535156, "loss_rpn_cls": 0.0007549019740338281, "loss_rpn_loc": 0.001013697539747227, "lr": 0.0001, "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": 0.5256494088098407, "total_loss": 0.05307020810391805}
{"data_time": 0.006278199143707752, "eta_seconds": 305.61977613624185, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.298582995951417, "fast_rcnn/fg_cls_accuracy": 0.701417004048583, "iteration": 11419, "loss_box_reg": 0.007365762983681634, "loss_cls": 0.04091706554754637, "loss_rpn_cls": 0.0006293579559937257, "loss_rpn_loc": 0.0010747885553428205, "lr": 0.0001, "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": 0.5232292041182518, "total_loss": 0.051843217837472366}
{"data_time": 0.006155302282422781, "eta_seconds": 295.0731597687118, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2775, "fast_rcnn/fg_cls_accuracy": 0.7224999999999999, "iteration": 11439, "loss_box_reg": 0.006885101669467986, "loss_cls": 0.0401495749829337, "loss_rpn_cls": 0.000632403790831404, "loss_rpn_loc": 0.0009630478380131535, "lr": 0.0001, "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": 0.5202695317566395, "total_loss": 0.04903652018170135}
{"data_time": 0.0062574720941483974, "eta_seconds": 284.4685482545756, "fast_rcnn/cls_accuracy": 0.98388671875, "fast_rcnn/false_negative": 0.21392276422764228, "fast_rcnn/fg_cls_accuracy": 0.7791327913279134, "iteration": 11459, "loss_box_reg": 0.007399609487038106, "loss_cls": 0.040110788017045707, "loss_rpn_cls": 0.000577759501197761, "loss_rpn_loc": 0.001119821667089127, "lr": 0.0001, "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": 0.5254133488051593, "total_loss": 0.05010409713055708}
{"data_time": 0.0063597639091312885, "eta_seconds": 274.132172758691, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.1960252935862692, "fast_rcnn/fg_cls_accuracy": 0.7898134863701578, "iteration": 11479, "loss_box_reg": 0.007281842234078795, "loss_cls": 0.040208650956628844, "loss_rpn_cls": 0.0008954876068401063, "loss_rpn_loc": 0.000962075659117545, "lr": 0.0001, "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": 0.5298365647904575, "total_loss": 0.04909719130762369}
{"data_time": 0.006926537957042456, "eta_seconds": 263.5910225152038, "fast_rcnn/cls_accuracy": 0.98046875, "fast_rcnn/false_negative": 0.2602599179206566, "fast_rcnn/fg_cls_accuracy": 0.7397400820793434, "iteration": 11499, "loss_box_reg": 0.006974068412091583, "loss_cls": 0.041275133087765425, "loss_rpn_cls": 0.0008455205055497572, "loss_rpn_loc": 0.001140512684287387, "lr": 0.0001, "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": 0.5190242435783148, "total_loss": 0.049983473177062976}
{"data_time": 0.005604064092040062, "eta_seconds": 253.01740502845496, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.2716216216216216, "fast_rcnn/fg_cls_accuracy": 0.7184210526315788, "iteration": 11519, "loss_box_reg": 0.006979593134019524, "loss_cls": 0.04102250799769536, "loss_rpn_cls": 0.0006852038866895782, "loss_rpn_loc": 0.0011381620097381528, "lr": 0.0001, "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": 0.5329034174792469, "total_loss": 0.05071577537410121}
{"data_time": 0.0060359337367117405, "eta_seconds": 242.37623117910698, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.2607470049330515, "fast_rcnn/fg_cls_accuracy": 0.7314328582145536, "iteration": 11539, "loss_box_reg": 0.006967763358261436, "loss_cls": 0.038414585753344, "loss_rpn_cls": 0.001097834366362349, "loss_rpn_loc": 0.0009749001928867074, "lr": 0.0001, "roi_head/num_bg_samples": 492.5, "roi_head/num_fg_samples": 19.5, "rpn/num_neg_anchors": 252.0, "rpn/num_pos_anchors": 4.0, "time": 0.5248241787776351, "total_loss": 0.04837160717059419}
{"data_time": 0.0060895709320902824, "eta_seconds": 231.95590634224936, "fast_rcnn/cls_accuracy": 0.974609375, "fast_rcnn/false_negative": 0.3531073446327684, "fast_rcnn/fg_cls_accuracy": 0.6468926553672316, "iteration": 11559, "loss_box_reg": 0.007403513882309198, "loss_cls": 0.04097532742889598, "loss_rpn_cls": 0.0008099730028519048, "loss_rpn_loc": 0.0010537673188082408, "lr": 0.0001, "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": 0.5111798839643598, "total_loss": 0.050537692153397984}
{"data_time": 0.005562200676649809, "eta_seconds": 221.34575558872893, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.23535220539828833, "fast_rcnn/fg_cls_accuracy": 0.7451980792316927, "iteration": 11579, "loss_box_reg": 0.006901327651576139, "loss_cls": 0.04205166405881755, "loss_rpn_cls": 0.0007111958814220998, "loss_rpn_loc": 0.001098588994864258, "lr": 0.0001, "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": 0.5256124511361122, "total_loss": 0.05106339276778726}
{"data_time": 0.00584733672440052, "eta_seconds": 210.8305177935399, "fast_rcnn/cls_accuracy": 0.97998046875, "fast_rcnn/false_negative": 0.21000000000000002, "fast_rcnn/fg_cls_accuracy": 0.79, "iteration": 11599, "loss_box_reg": 0.007054777524899691, "loss_cls": 0.04231684759724885, "loss_rpn_cls": 0.0007402145189416842, "loss_rpn_loc": 0.0010683458440325921, "lr": 0.0001, "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": 0.5270161996595562, "total_loss": 0.05122613774227602}
{"data_time": 0.005804676096886396, "eta_seconds": 200.18221710808575, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.2631578947368421, "fast_rcnn/fg_cls_accuracy": 0.7368421052631579, "iteration": 11619, "loss_box_reg": 0.0068372952518984675, "loss_cls": 0.04051787158823572, "loss_rpn_cls": 0.0009329184976536453, "loss_rpn_loc": 0.001001801407255698, "lr": 0.0001, "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": 0.5166348270140588, "total_loss": 0.050782519520268465}
{"data_time": 0.006895262748003006, "eta_seconds": 189.63955122372136, "fast_rcnn/cls_accuracy": 0.97705078125, "fast_rcnn/false_negative": 0.2954954954954955, "fast_rcnn/fg_cls_accuracy": 0.7045045045045044, "iteration": 11639, "loss_box_reg": 0.007313485984923318, "loss_cls": 0.042398756253533065, "loss_rpn_cls": 0.0009004578876670166, "loss_rpn_loc": 0.0008202025965147186, "lr": 0.0001, "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": 0.5222383206710219, "total_loss": 0.05194611323275922}
{"data_time": 0.006508427672088146, "eta_seconds": 179.07611732929945, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.25690406976744184, "fast_rcnn/fg_cls_accuracy": 0.7430959302325582, "iteration": 11659, "loss_box_reg": 0.006862451977212913, "loss_cls": 0.040984865685459226, "loss_rpn_cls": 0.000898546413168333, "loss_rpn_loc": 0.0011204162992726197, "lr": 0.0001, "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": 0.5167211685329676, "total_loss": 0.05028806767916194}
{"data_time": 0.00681664515286684, "eta_seconds": 168.58768909424543, "fast_rcnn/cls_accuracy": 0.98291015625, "fast_rcnn/false_negative": 0.17099567099567098, "fast_rcnn/fg_cls_accuracy": 0.829004329004329, "iteration": 11679, "loss_box_reg": 0.007115714077372104, "loss_cls": 0.040728833177126944, "loss_rpn_cls": 0.0006670590395572162, "loss_rpn_loc": 0.001028764245347702, "lr": 0.0001, "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": 0.530136042740196, "total_loss": 0.04926605828745778}
{"data_time": 0.006042550317943096, "eta_seconds": 158.13475500885397, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.31414473684210525, "fast_rcnn/fg_cls_accuracy": 0.6858552631578947, "iteration": 11699, "loss_box_reg": 0.006954243886866607, "loss_cls": 0.04150804923847318, "loss_rpn_cls": 0.0008063899055770207, "loss_rpn_loc": 0.0010079022831632756, "lr": 0.0001, "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": 0.5336656561121345, "total_loss": 0.049695253138963835}
{"data_time": 0.006202461197972298, "eta_seconds": 147.6213935869746, "fast_rcnn/cls_accuracy": 0.97265625, "fast_rcnn/false_negative": 0.3011627906976744, "fast_rcnn/fg_cls_accuracy": 0.6631229235880398, "iteration": 11719, "loss_box_reg": 0.00677519166492857, "loss_cls": 0.03962140897056088, "loss_rpn_cls": 0.0010173114624478785, "loss_rpn_loc": 0.0010230173420495703, "lr": 0.0001, "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": 0.5221202964894474, "total_loss": 0.048995549810115335}
{"data_time": 0.0054483311250805855, "eta_seconds": 137.06412499397993, "fast_rcnn/cls_accuracy": 0.9765625, "fast_rcnn/false_negative": 0.24919484702093397, "fast_rcnn/fg_cls_accuracy": 0.750805152979066, "iteration": 11739, "loss_box_reg": 0.006821041082730517, "loss_cls": 0.03858293016673997, "loss_rpn_cls": 0.0008535861522886989, "loss_rpn_loc": 0.000966656787568354, "lr": 0.0001, "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": 0.5144334500655532, "total_loss": 0.048351864719222704}
{"data_time": 0.006218451540917158, "eta_seconds": 126.5720656439662, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.26365441906653425, "fast_rcnn/fg_cls_accuracy": 0.7363455809334657, "iteration": 11759, "loss_box_reg": 0.0069025120756123215, "loss_cls": 0.039955247717443854, "loss_rpn_cls": 0.0006499135512356702, "loss_rpn_loc": 0.001255338693226804, "lr": 0.0001, "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": 0.5356239178217947, "total_loss": 0.04819125185327522}
{"data_time": 0.006466231308877468, "eta_seconds": 116.10558424238116, "fast_rcnn/cls_accuracy": 0.9794921875, "fast_rcnn/false_negative": 0.26776960784313725, "fast_rcnn/fg_cls_accuracy": 0.7322303921568627, "iteration": 11779, "loss_box_reg": 0.007130341808078811, "loss_cls": 0.03806851650006138, "loss_rpn_cls": 0.0004905717398235865, "loss_rpn_loc": 0.0009056416747625917, "lr": 0.0001, "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": 0.5254392791539431, "total_loss": 0.04683428066529505}
{"data_time": 0.006508826743811369, "eta_seconds": 105.59829155076295, "fast_rcnn/cls_accuracy": 0.978515625, "fast_rcnn/false_negative": 0.24415204678362573, "fast_rcnn/fg_cls_accuracy": 0.7558479532163742, "iteration": 11799, "loss_box_reg": 0.006916650672792457, "loss_cls": 0.0425336153130047, "loss_rpn_cls": 0.0008193866161718688, "loss_rpn_loc": 0.0009814574714255286, "lr": 0.0001, "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": 0.5246308213099837, "total_loss": 0.05087448004132966}
{"data_time": 0.005607658997178078, "eta_seconds": 95.18620769120753, "fast_rcnn/cls_accuracy": 0.96923828125, "fast_rcnn/false_negative": 0.42124542124542125, "fast_rcnn/fg_cls_accuracy": 0.5787545787545787, "iteration": 11819, "loss_box_reg": 0.007134818937629461, "loss_cls": 0.04141049031750299, "loss_rpn_cls": 0.0008680861556058517, "loss_rpn_loc": 0.0010098907041538041, "lr": 0.0001, "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": 0.5358284269459546, "total_loss": 0.0509350224250511}
{"data_time": 0.00712220836430788, "eta_seconds": 84.68231501383707, "fast_rcnn/cls_accuracy": 0.97412109375, "fast_rcnn/false_negative": 0.35238095238095235, "fast_rcnn/fg_cls_accuracy": 0.6142857142857143, "iteration": 11839, "loss_box_reg": 0.007254011870827526, "loss_cls": 0.0420401162118651, "loss_rpn_cls": 0.0006574967813435251, "loss_rpn_loc": 0.0010727528588176938, "lr": 0.0001, "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": 0.5255326619371772, "total_loss": 0.0521694722186794}
{"data_time": 0.005786396563053131, "eta_seconds": 74.23462055437267, "fast_rcnn/cls_accuracy": 0.9755859375, "fast_rcnn/false_negative": 0.2533263305322129, "fast_rcnn/fg_cls_accuracy": 0.7466736694677871, "iteration": 11859, "loss_box_reg": 0.007329415428102948, "loss_cls": 0.040173625835450366, "loss_rpn_cls": 0.0010356653619965073, "loss_rpn_loc": 0.001033048058161512, "lr": 0.0001, "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": 0.5404480579309165, "total_loss": 0.04988301424990027}
{"data_time": 0.0062629771418869495, "eta_seconds": 63.704887142404914, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.30753968253968256, "fast_rcnn/fg_cls_accuracy": 0.6924603174603174, "iteration": 11879, "loss_box_reg": 0.006929441064130515, "loss_cls": 0.040270181198138744, "loss_rpn_cls": 0.000979449691044465, "loss_rpn_loc": 0.0009646454382163938, "lr": 0.0001, "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": 0.5217360998503864, "total_loss": 0.048364360645052784}
{"data_time": 0.006233890540897846, "eta_seconds": 53.13727870071307, "fast_rcnn/cls_accuracy": 0.982421875, "fast_rcnn/false_negative": 0.25, "fast_rcnn/fg_cls_accuracy": 0.745, "iteration": 11899, "loss_box_reg": 0.0070121767348609865, "loss_cls": 0.040854970924556255, "loss_rpn_cls": 0.0005659657865919598, "loss_rpn_loc": 0.0009652874141465873, "lr": 0.0001, "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": 0.5154295857064426, "total_loss": 0.05047838908976132}
{"data_time": 0.00719316815957427, "eta_seconds": 42.62487512966618, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.28427249789739273, "fast_rcnn/fg_cls_accuracy": 0.7157275021026073, "iteration": 11919, "loss_box_reg": 0.007340591051615775, "loss_cls": 0.04011965007521212, "loss_rpn_cls": 0.0008355951253236071, "loss_rpn_loc": 0.00091781722039741, "lr": 0.0001, "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": 0.5261536939069629, "total_loss": 0.04916569374748292}
{"data_time": 0.005663640331476927, "eta_seconds": 32.11568690650165, "fast_rcnn/cls_accuracy": 0.9775390625, "fast_rcnn/false_negative": 0.275, "fast_rcnn/fg_cls_accuracy": 0.7203703703703703, "iteration": 11939, "loss_box_reg": 0.007235737633891404, "loss_cls": 0.042962088889908046, "loss_rpn_cls": 0.0006438656163680889, "loss_rpn_loc": 0.0010965688452415634, "lr": 0.0001, "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": 0.5295826927758753, "total_loss": 0.05181912068883321}
{"data_time": 0.007061533164232969, "eta_seconds": 21.590973059181124, "fast_rcnn/cls_accuracy": 0.97802734375, "fast_rcnn/false_negative": 0.3667262969588551, "fast_rcnn/fg_cls_accuracy": 0.6332737030411449, "iteration": 11959, "loss_box_reg": 0.0066891755850519985, "loss_cls": 0.04152657004306093, "loss_rpn_cls": 0.0006181718492825894, "loss_rpn_loc": 0.0010510328011150705, "lr": 0.0001, "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": 0.5386510556563735, "total_loss": 0.04949694053334497}
{"data_time": 0.0063158199191093445, "eta_seconds": 11.050893552135676, "fast_rcnn/cls_accuracy": 0.98193359375, "fast_rcnn/false_negative": 0.2111111111111111, "fast_rcnn/fg_cls_accuracy": 0.7759856630824373, "iteration": 11979, "loss_box_reg": 0.007279483921593055, "loss_cls": 0.04357206987333484, "loss_rpn_cls": 0.0008649776392672948, "loss_rpn_loc": 0.0009264399013773073, "lr": 0.0001, "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": 0.519504876807332, "total_loss": 0.05268703205217662}
{"bbox/AP": 34.536116053516125, "bbox/AP50": 56.838191717669375, "bbox/AP75": 37.23498130541565, "bbox/bAP": 40.19530346058055, "bbox/bAP50": 66.12107496921503, "bbox/bAP75": 43.24063652198854, "bbox/nAP": 17.55855383232285, "bbox/nAP50": 28.989541963032387, "bbox/nAP75": 19.218015655696966, "data_time": 0.0077921366319060326, "eta_seconds": 0.526233026292175, "fast_rcnn/cls_accuracy": 0.97314453125, "fast_rcnn/false_negative": 0.35534398034398035, "fast_rcnn/fg_cls_accuracy": 0.6446560196560196, "iteration": 11999, "loss_box_reg": 0.007329350977670401, "loss_cls": 0.03995997129823081, "loss_rpn_cls": 0.0008106891913683967, "loss_rpn_loc": 0.000991438046185067, "lr": 0.0001, "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": 0.5222994857467711, "total_loss": 0.05001489597181319}
